warning: commands will be executed using /bin/sh
job 2238 at Sun Sep  1 12:10:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	16
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2036618 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 35873 members 
Mstep: Class 3 contains 35815 members 
Mstep: Class 4 contains 35556 members 
Mstep: Class 5 contains 35401 members 
Mstep: Class 6 contains 35772 members 
Mstep: Class 7 contains 35434 members 
Mstep: Class 8 contains 35902 members 
Mstep: Class 9 contains 35527 members 
Mstep: Class 10 contains 35919 members 
Mstep: Class 11 contains 35681 members 
Mstep: Class 12 contains 35468 members 
Mstep: Class 13 contains 35751 members 
Mstep: Class 14 contains 36056 members 
Mstep: Class 15 contains 35964 members 
Mstep: Class 16 contains 35765 members 
Mstep: Class 17 contains 35729 members 
Mstep: Class 18 contains 35723 members 
Mstep: Class 19 contains 35492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 465.811859 but Gain 2182.082031
Score: -67460592.000000 Penalty: 39277.449219
Iteration 0F: 19 clusters Score -6.746059e+07 nChanged 641443
Entering Unmasked Mstep 
Mstep: Class 0 contains 640 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 72841 members 
Mstep: Class 3 contains 121634 members 
Mstep: Class 4 contains 21898 members 
Mstep: Class 5 contains 42657 members 
Mstep: Class 6 contains 14850 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 11 contains 88685 members 
Mstep: Class 12 contains 26495 members 
Mstep: Class 13 contains 14302 members 
Mstep: Class 14 contains 24678 members 
Mstep: Class 15 contains 24287 members 
Mstep: Class 16 contains 93629 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 17051 members 
Mstep: Class 19 contains 16104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69011544.000000 Penalty: 39277.449219
Iteration 1F: 19 clusters Score -6.901154e+07 nChanged 223368
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 77932 members 
Mstep: Class 3 contains 162973 members 
Mstep: Class 4 contains 11063 members 
Mstep: Class 5 contains 46357 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 38208 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 11 contains 101093 members 
Mstep: Class 12 contains 19308 members 
Mstep: Class 13 contains 12080 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 114527 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1560.528198 but Gain 2182.078125
Score: -69391712.000000 Penalty: 37095.371094
Iteration 2F: 18 clusters Score -6.939171e+07 nChanged 156586
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 89434 members 
Mstep: Class 3 contains 189166 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 11 contains 102156 members 
Mstep: Class 12 contains 14753 members 
Mstep: Class 13 contains 12948 members 
Mstep: Class 14 contains 11915 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 113727 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 8783 members 
Mstep: Class 19 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69609944.000000 Penalty: 37095.371094
Iteration 3F: 18 clusters Score -6.960994e+07 nChanged 125770
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 106961 members 
Mstep: Class 3 contains 195832 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 70643 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 11 contains 105925 members 
Mstep: Class 12 contains 12797 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 14 contains 7156 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 98995 members 
Mstep: Class 17 contains 8643 members 
Mstep: Class 18 contains 4975 members 
Mstep: Class 19 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2073.475830 but Gain 2182.082031
Score: -69743856.000000 Penalty: 34913.289062
Iteration 4F: 17 clusters Score -6.974386e+07 nChanged 105991
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 2 contains 125930 members 
Mstep: Class 3 contains 190458 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 78511 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 16959 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 11 contains 111683 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 13101 members 
Mstep: Class 16 contains 81996 members 
Mstep: Class 17 contains 8808 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69835960.000000 Penalty: 34913.289062
Iteration 5F: 17 clusters Score -6.983596e+07 nChanged 82795
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 2 contains 143329 members 
Mstep: Class 3 contains 178696 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 81362 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 11 contains 115538 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 22545 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69900088.000000 Penalty: 34913.289062
Iteration 6F: 17 clusters Score -6.990009e+07 nChanged 67578
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 2 contains 159588 members 
Mstep: Class 3 contains 164679 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 81842 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 11 contains 117136 members 
Mstep: Class 12 contains 11244 members 
Mstep: Class 13 contains 25161 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 62691 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1966.352539 but Gain 2182.080078
Score: -69946184.000000 Penalty: 32731.208984
Iteration 7F: 16 clusters Score -6.994618e+07 nChanged 57715
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 173773 members 
Mstep: Class 3 contains 150699 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 81387 members 
Mstep: Class 6 contains 4922 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 11 contains 117455 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 27490 members 
Mstep: Class 15 contains 16371 members 
Mstep: Class 16 contains 59928 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 5209 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69979744.000000 Penalty: 32731.208984
Iteration 8F: 16 clusters Score -6.997974e+07 nChanged 47360
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 185049 members 
Mstep: Class 3 contains 137228 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 80124 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 11 contains 118255 members 
Mstep: Class 12 contains 13383 members 
Mstep: Class 13 contains 29236 members 
Mstep: Class 15 contains 16902 members 
Mstep: Class 16 contains 58664 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 19 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70003328.000000 Penalty: 32731.208984
Iteration 9F: 16 clusters Score -7.000333e+07 nChanged 39883
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 194017 members 
Mstep: Class 3 contains 125019 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 78594 members 
Mstep: Class 6 contains 5666 members 
Mstep: Class 7 contains 10042 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 11 contains 119958 members 
Mstep: Class 12 contains 15463 members 
Mstep: Class 13 contains 30876 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 57433 members 
Mstep: Class 17 contains 12152 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70021016.000000 Penalty: 32731.208984
Iteration 10F: 16 clusters Score -7.002102e+07 nChanged 33395
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 200659 members 
Mstep: Class 3 contains 114436 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 77092 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 9680 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 11 contains 122414 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 32282 members 
Mstep: Class 15 contains 17463 members 
Mstep: Class 16 contains 56187 members 
Mstep: Class 17 contains 12495 members 
Mstep: Class 18 contains 6115 members 
Mstep: Class 19 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70033184.000000 Penalty: 32731.208984
Iteration 11Q: 16 clusters Score -7.003318e+07 nChanged 28160
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 204744 members 
Mstep: Class 3 contains 105373 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 75624 members 
Mstep: Class 6 contains 6015 members 
Mstep: Class 7 contains 9662 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 11 contains 125613 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 33542 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 55184 members 
Mstep: Class 17 contains 12756 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70042016.000000 Penalty: 32731.208984
Iteration 12Q: 16 clusters Score -7.004202e+07 nChanged 23957
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 206520 members 
Mstep: Class 3 contains 98235 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 74332 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 11 contains 128932 members 
Mstep: Class 12 contains 22924 members 
Mstep: Class 13 contains 34604 members 
Mstep: Class 15 contains 17453 members 
Mstep: Class 16 contains 54351 members 
Mstep: Class 17 contains 13064 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050224.000000 Penalty: 32731.208984
Iteration 13Q: 16 clusters Score -7.005022e+07 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 206769 members 
Mstep: Class 3 contains 92226 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 73148 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 10253 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 11 contains 132275 members 
Mstep: Class 12 contains 25373 members 
Mstep: Class 13 contains 35617 members 
Mstep: Class 15 contains 17388 members 
Mstep: Class 16 contains 53777 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 6476 members 
Mstep: Class 19 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058312.000000 Penalty: 32731.208984
Iteration 14Q: 16 clusters Score -7.005831e+07 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 205839 members 
Mstep: Class 3 contains 86948 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 72048 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 9 contains 2229 members 
Mstep: Class 11 contains 135684 members 
Mstep: Class 12 contains 27730 members 
Mstep: Class 13 contains 36636 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 53601 members 
Mstep: Class 17 contains 13554 members 
Mstep: Class 18 contains 6541 members 
Mstep: Class 19 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70066440.000000 Penalty: 32731.208984
Iteration 15Q: 16 clusters Score -7.006644e+07 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 204072 members 
Mstep: Class 3 contains 82073 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 70960 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 139195 members 
Mstep: Class 12 contains 30011 members 
Mstep: Class 13 contains 37588 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 53751 members 
Mstep: Class 17 contains 13723 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077392.000000 Penalty: 32731.208984
Iteration 16Q: 16 clusters Score -7.007739e+07 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 201953 members 
Mstep: Class 3 contains 77383 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 69899 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 12264 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 11 contains 142719 members 
Mstep: Class 12 contains 32025 members 
Mstep: Class 13 contains 38653 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 54030 members 
Mstep: Class 17 contains 13847 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70089360.000000 Penalty: 32731.208984
Iteration 17Q: 16 clusters Score -7.008936e+07 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 199497 members 
Mstep: Class 3 contains 72820 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 68902 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 13220 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 11 contains 146644 members 
Mstep: Class 12 contains 33777 members 
Mstep: Class 13 contains 39928 members 
Mstep: Class 15 contains 17286 members 
Mstep: Class 16 contains 54023 members 
Mstep: Class 17 contains 13797 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70101976.000000 Penalty: 32731.208984
Iteration 18Q: 16 clusters Score -7.010198e+07 nChanged 19428
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 196994 members 
Mstep: Class 3 contains 68864 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 67954 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 14516 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 11 contains 150941 members 
Mstep: Class 12 contains 35222 members 
Mstep: Class 13 contains 41350 members 
Mstep: Class 15 contains 17472 members 
Mstep: Class 16 contains 53167 members 
Mstep: Class 17 contains 13456 members 
Mstep: Class 18 contains 6670 members 
Mstep: Class 19 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70111344.000000 Penalty: 32731.208984
Iteration 19Q: 16 clusters Score -7.011134e+07 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 194628 members 
Mstep: Class 3 contains 65700 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 67024 members 
Mstep: Class 6 contains 6831 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 11 contains 155450 members 
Mstep: Class 12 contains 36201 members 
Mstep: Class 13 contains 42800 members 
Mstep: Class 15 contains 17694 members 
Mstep: Class 16 contains 51558 members 
Mstep: Class 17 contains 12906 members 
Mstep: Class 18 contains 6699 members 
Mstep: Class 19 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70119512.000000 Penalty: 32731.208984
Iteration 20F: 16 clusters Score -7.011951e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 192247 members 
Mstep: Class 3 contains 62929 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 66041 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 9 contains 1879 members 
Mstep: Class 11 contains 160212 members 
Mstep: Class 12 contains 36921 members 
Mstep: Class 13 contains 44162 members 
Mstep: Class 15 contains 17924 members 
Mstep: Class 16 contains 49813 members 
Mstep: Class 17 contains 12245 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70127992.000000 Penalty: 32731.208984
Iteration 21Q: 16 clusters Score -7.012799e+07 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 189478 members 
Mstep: Class 3 contains 60526 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 7 contains 18974 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 11 contains 165297 members 
Mstep: Class 12 contains 37257 members 
Mstep: Class 13 contains 45357 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 48548 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70134736.000000 Penalty: 32731.208984
Iteration 22Q: 16 clusters Score -7.013474e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 186530 members 
Mstep: Class 3 contains 58379 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 64302 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 19818 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 11 contains 170333 members 
Mstep: Class 12 contains 37403 members 
Mstep: Class 13 contains 46359 members 
Mstep: Class 15 contains 18383 members 
Mstep: Class 16 contains 47971 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70139272.000000 Penalty: 32731.208984
Iteration 23Q: 16 clusters Score -7.013927e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 183274 members 
Mstep: Class 3 contains 56356 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 63523 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 20296 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 11 contains 175506 members 
Mstep: Class 12 contains 37468 members 
Mstep: Class 13 contains 47230 members 
Mstep: Class 15 contains 18553 members 
Mstep: Class 16 contains 47862 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70143736.000000 Penalty: 32731.208984
Iteration 24Q: 16 clusters Score -7.014374e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 179989 members 
Mstep: Class 3 contains 54550 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 62698 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 11 contains 180548 members 
Mstep: Class 12 contains 37453 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 15 contains 18672 members 
Mstep: Class 16 contains 48053 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70149160.000000 Penalty: 32731.208984
Iteration 25Q: 16 clusters Score -7.014916e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 176541 members 
Mstep: Class 3 contains 53162 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 61861 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 11 contains 185196 members 
Mstep: Class 12 contains 37427 members 
Mstep: Class 13 contains 48533 members 
Mstep: Class 15 contains 18772 members 
Mstep: Class 16 contains 48306 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70154120.000000 Penalty: 32731.208984
Iteration 26Q: 16 clusters Score -7.015412e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 172862 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 60951 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 9 contains 1788 members 
Mstep: Class 11 contains 189450 members 
Mstep: Class 12 contains 37376 members 
Mstep: Class 13 contains 49045 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 16 contains 48534 members 
Mstep: Class 17 contains 10545 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 19 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70157784.000000 Penalty: 32731.208984
Iteration 27Q: 16 clusters Score -7.015778e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 169049 members 
Mstep: Class 3 contains 51974 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 59890 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 11 contains 193275 members 
Mstep: Class 12 contains 37318 members 
Mstep: Class 13 contains 49505 members 
Mstep: Class 15 contains 18893 members 
Mstep: Class 16 contains 48721 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 6697 members 
Mstep: Class 19 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70161368.000000 Penalty: 32731.208984
Iteration 28Q: 16 clusters Score -7.016137e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 165255 members 
Mstep: Class 3 contains 51800 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 58765 members 
Mstep: Class 6 contains 7208 members 
Mstep: Class 7 contains 20064 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 11 contains 196649 members 
Mstep: Class 12 contains 37254 members 
Mstep: Class 13 contains 49956 members 
Mstep: Class 15 contains 18968 members 
Mstep: Class 16 contains 48809 members 
Mstep: Class 17 contains 12949 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 19 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70164408.000000 Penalty: 32731.208984
Iteration 29Q: 16 clusters Score -7.016441e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 161539 members 
Mstep: Class 3 contains 51712 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 57504 members 
Mstep: Class 6 contains 7235 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 11 contains 199935 members 
Mstep: Class 12 contains 37283 members 
Mstep: Class 13 contains 50446 members 
Mstep: Class 15 contains 18995 members 
Mstep: Class 16 contains 48787 members 
Mstep: Class 17 contains 14492 members 
Mstep: Class 18 contains 6635 members 
Mstep: Class 19 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70167704.000000 Penalty: 32731.208984
Iteration 30Q: 16 clusters Score -7.01677e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 157868 members 
Mstep: Class 3 contains 51662 members 
Mstep: Class 4 contains 1311 members 
Mstep: Class 5 contains 56112 members 
Mstep: Class 6 contains 7271 members 
Mstep: Class 7 contains 19564 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 11 contains 203229 members 
Mstep: Class 12 contains 37328 members 
Mstep: Class 13 contains 51012 members 
Mstep: Class 15 contains 19031 members 
Mstep: Class 16 contains 48751 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 6592 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70171248.000000 Penalty: 32731.208984
Iteration 31Q: 16 clusters Score -7.017125e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 154260 members 
Mstep: Class 3 contains 51624 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 54708 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 11 contains 206359 members 
Mstep: Class 12 contains 37438 members 
Mstep: Class 13 contains 51581 members 
Mstep: Class 15 contains 19032 members 
Mstep: Class 16 contains 48718 members 
Mstep: Class 17 contains 17467 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70174440.000000 Penalty: 32731.208984
Iteration 32Q: 16 clusters Score -7.017444e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 151157 members 
Mstep: Class 3 contains 51600 members 
Mstep: Class 4 contains 1276 members 
Mstep: Class 5 contains 53138 members 
Mstep: Class 6 contains 7324 members 
Mstep: Class 7 contains 19278 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 11 contains 209136 members 
Mstep: Class 12 contains 37584 members 
Mstep: Class 13 contains 52195 members 
Mstep: Class 15 contains 19019 members 
Mstep: Class 16 contains 48683 members 
Mstep: Class 17 contains 18869 members 
Mstep: Class 18 contains 6483 members 
Mstep: Class 19 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70177616.000000 Penalty: 32731.208984
Iteration 33Q: 16 clusters Score -7.017762e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 148596 members 
Mstep: Class 3 contains 51586 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 51628 members 
Mstep: Class 6 contains 7340 members 
Mstep: Class 7 contains 19202 members 
Mstep: Class 9 contains 1707 members 
Mstep: Class 11 contains 211332 members 
Mstep: Class 12 contains 37820 members 
Mstep: Class 13 contains 52784 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 48660 members 
Mstep: Class 17 contains 20159 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70179872.000000 Penalty: 32731.208984
Iteration 34Q: 16 clusters Score -7.017987e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 146550 members 
Mstep: Class 3 contains 51568 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 50175 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 19175 members 
Mstep: Class 9 contains 1698 members 
Mstep: Class 11 contains 213049 members 
Mstep: Class 12 contains 38105 members 
Mstep: Class 13 contains 53338 members 
Mstep: Class 15 contains 18982 members 
Mstep: Class 16 contains 48632 members 
Mstep: Class 17 contains 21317 members 
Mstep: Class 18 contains 6253 members 
Mstep: Class 19 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70181944.000000 Penalty: 32731.208984
Iteration 35Q: 16 clusters Score -7.018194e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 145007 members 
Mstep: Class 3 contains 51566 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48803 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 11 contains 214197 members 
Mstep: Class 12 contains 38470 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 16 contains 48608 members 
Mstep: Class 17 contains 22354 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70184096.000000 Penalty: 32731.208984
Iteration 36Q: 16 clusters Score -7.01841e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 143979 members 
Mstep: Class 3 contains 51545 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 47585 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 19198 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 11 contains 214764 members 
Mstep: Class 12 contains 38804 members 
Mstep: Class 13 contains 54463 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 48598 members 
Mstep: Class 17 contains 23256 members 
Mstep: Class 18 contains 6007 members 
Mstep: Class 19 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70186024.000000 Penalty: 32731.208984
Iteration 37Q: 16 clusters Score -7.018602e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 143401 members 
Mstep: Class 3 contains 51520 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 46492 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 19268 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 11 contains 214856 members 
Mstep: Class 12 contains 39115 members 
Mstep: Class 13 contains 55038 members 
Mstep: Class 15 contains 18932 members 
Mstep: Class 16 contains 48581 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187240.000000 Penalty: 32731.208984
Iteration 38Q: 16 clusters Score -7.018724e+07 nChanged 6898
Entering ConstructFrom: 
Score: -70187240.000000 Penalty: 32731.208984
Entering ConstructFrom: 
Trying to split cluster 2 (143104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Entering Unmasked Estep 
Score: -15056486.000000 Penalty: 1929.090576
	Iteration 0F: 2 clusters Score -1.505649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -14964437.000000 Penalty: 3858.181152
	Iteration 0F: 3 clusters Score -1.496444e+07 nChanged 69123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -15006433.000000 Penalty: 3858.181152
	Iteration 1F: 3 clusters Score -1.500643e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -15009175.000000 Penalty: 3858.181152
	Iteration 2Q: 3 clusters Score -1.500918e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -15012971.000000 Penalty: 3858.181152
	Iteration 3Q: 3 clusters Score -1.501297e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -15017942.000000 Penalty: 3858.181152
	Iteration 4F: 3 clusters Score -1.501794e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -15024876.000000 Penalty: 3858.181152
	Iteration 5F: 3 clusters Score -1.502488e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -15032672.000000 Penalty: 3858.181152
	Iteration 6F: 3 clusters Score -1.503267e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -15038950.000000 Penalty: 3858.181152
	Iteration 7F: 3 clusters Score -1.503895e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -15042489.000000 Penalty: 3858.181152
	Iteration 8Q: 3 clusters Score -1.504249e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -15043893.000000 Penalty: 3858.181152
	Iteration 9Q: 3 clusters Score -1.504389e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -15044646.000000 Penalty: 3858.181152
	Iteration 10Q: 3 clusters Score -1.504465e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -15045075.000000 Penalty: 3858.181152
	Iteration 11Q: 3 clusters Score -1.504508e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -15045339.000000 Penalty: 3858.181152
	Iteration 12Q: 3 clusters Score -1.504534e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -15045531.000000 Penalty: 3858.181152
	Iteration 13Q: 3 clusters Score -1.504553e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -15045669.000000 Penalty: 3858.181152
	Iteration 14Q: 3 clusters Score -1.504567e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -15045760.000000 Penalty: 3858.181152
	Iteration 15Q: 3 clusters Score -1.504576e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -15045834.000000 Penalty: 3858.181152
	Iteration 16Q: 3 clusters Score -1.504583e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -15045896.000000 Penalty: 3858.181152
	Iteration 17Q: 3 clusters Score -1.50459e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -15045905.000000 Penalty: 3858.181152
	Iteration 18Q: 3 clusters Score -1.50459e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -15045994.000000 Penalty: 3858.181152
	Iteration 19Q: 3 clusters Score -1.504599e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -15046068.000000 Penalty: 3858.181152
	Iteration 20F: 3 clusters Score -1.504607e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -15046122.000000 Penalty: 3858.181152
	Iteration 21Q: 3 clusters Score -1.504612e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -15046094.000000 Penalty: 3858.181152
	Iteration 22Q: 3 clusters Score -1.504609e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -15046162.000000 Penalty: 3858.181152
	Iteration 23Q: 3 clusters Score -1.504616e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -15046168.000000 Penalty: 3858.181152
	Iteration 24Q: 3 clusters Score -1.504617e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -15046189.000000 Penalty: 3858.181152
	Iteration 25Q: 3 clusters Score -1.504619e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -15046227.000000 Penalty: 3858.181152
	Iteration 26Q: 3 clusters Score -1.504623e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -15046220.000000 Penalty: 3858.181152
	Iteration 27Q: 3 clusters Score -1.504622e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -15046246.000000 Penalty: 3858.181152
	Iteration 28Q: 3 clusters Score -1.504625e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -15046268.000000 Penalty: 3858.181152
	Iteration 29Q: 3 clusters Score -1.504627e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -15046317.000000 Penalty: 3858.181152
	Iteration 30Q: 3 clusters Score -1.504632e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -15046348.000000 Penalty: 3858.181152
	Iteration 31Q: 3 clusters Score -1.504635e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -15046364.000000 Penalty: 3858.181152
	Iteration 32Q: 3 clusters Score -1.504636e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -15046332.000000 Penalty: 3858.181152
	Iteration 33Q: 3 clusters Score -1.504633e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -15046392.000000 Penalty: 3858.181152
	Iteration 34Q: 3 clusters Score -1.504639e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -15046404.000000 Penalty: 3858.181152
	Iteration 35Q: 3 clusters Score -1.50464e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -15046393.000000 Penalty: 3858.181152
	Iteration 36Q: 3 clusters Score -1.504639e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -15046408.000000 Penalty: 3858.181152
	Iteration 37Q: 3 clusters Score -1.504641e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -15046399.000000 Penalty: 3858.181152
	Iteration 38Q: 3 clusters Score -1.50464e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -15046399.000000 Penalty: 3858.181152
	Iteration 39Q: 3 clusters Score -1.50464e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -15046389.000000 Penalty: 3858.181152
	Iteration 40F: 3 clusters Score -1.504639e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -15046381.000000 Penalty: 3858.181152
	Iteration 41Q: 3 clusters Score -1.504638e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -15046432.000000 Penalty: 3858.181152
	Iteration 42Q: 3 clusters Score -1.504643e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -15046453.000000 Penalty: 3858.181152
	Iteration 43Q: 3 clusters Score -1.504645e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -15046506.000000 Penalty: 3858.181152
	Iteration 44Q: 3 clusters Score -1.504651e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -15046570.000000 Penalty: 3858.181152
	Iteration 45Q: 3 clusters Score -1.504657e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -15046575.000000 Penalty: 3858.181152
	Iteration 46Q: 3 clusters Score -1.504658e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -15046578.000000 Penalty: 3858.181152
	Iteration 47Q: 3 clusters Score -1.504658e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -15046598.000000 Penalty: 3858.181152
	Iteration 48Q: 3 clusters Score -1.50466e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -15046614.000000 Penalty: 3858.181152
	Iteration 49Q: 3 clusters Score -1.504661e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -15046624.000000 Penalty: 3858.181152
	Iteration 50Q: 3 clusters Score -1.504662e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -15046656.000000 Penalty: 3858.181152
	Iteration 51Q: 3 clusters Score -1.504666e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -15046686.000000 Penalty: 3858.181152
	Iteration 52Q: 3 clusters Score -1.504669e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -15046679.000000 Penalty: 3858.181152
	Iteration 53Q: 3 clusters Score -1.504668e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -15046674.000000 Penalty: 3858.181152
	Iteration 54Q: 3 clusters Score -1.504667e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -15046738.000000 Penalty: 3858.181152
	Iteration 55Q: 3 clusters Score -1.504674e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -15046723.000000 Penalty: 3858.181152
	Iteration 56Q: 3 clusters Score -1.504672e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -15046794.000000 Penalty: 3858.181152
	Iteration 57Q: 3 clusters Score -1.504679e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -15046809.000000 Penalty: 3858.181152
	Iteration 58Q: 3 clusters Score -1.504681e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -15046902.000000 Penalty: 3858.181152
	Iteration 59Q: 3 clusters Score -1.50469e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -15046986.000000 Penalty: 3858.181152
	Iteration 60F: 3 clusters Score -1.504699e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -15047062.000000 Penalty: 3858.181152
	Iteration 61Q: 3 clusters Score -1.504706e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -15047030.000000 Penalty: 3858.181152
	Iteration 62Q: 3 clusters Score -1.504703e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -15047115.000000 Penalty: 3858.181152
	Iteration 63Q: 3 clusters Score -1.504712e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -15047190.000000 Penalty: 3858.181152
	Iteration 64Q: 3 clusters Score -1.504719e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -15047290.000000 Penalty: 3858.181152
	Iteration 65Q: 3 clusters Score -1.504729e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -15047436.000000 Penalty: 3858.181152
	Iteration 66Q: 3 clusters Score -1.504744e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -15047595.000000 Penalty: 3858.181152
	Iteration 67Q: 3 clusters Score -1.50476e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -15047719.000000 Penalty: 3858.181152
	Iteration 68Q: 3 clusters Score -1.504772e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -15047913.000000 Penalty: 3858.181152
	Iteration 69Q: 3 clusters Score -1.504791e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -15048079.000000 Penalty: 3858.181152
	Iteration 70Q: 3 clusters Score -1.504808e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -15048383.000000 Penalty: 3858.181152
	Iteration 71Q: 3 clusters Score -1.504838e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -15048764.000000 Penalty: 3858.181152
	Iteration 72Q: 3 clusters Score -1.504876e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -15049212.000000 Penalty: 3858.181152
	Iteration 73Q: 3 clusters Score -1.504921e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -15049837.000000 Penalty: 3858.181152
	Iteration 74Q: 3 clusters Score -1.504984e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.505038e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -15051011.000000 Penalty: 3858.181152
	Iteration 76Q: 3 clusters Score -1.505101e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -15051498.000000 Penalty: 3858.181152
	Iteration 77Q: 3 clusters Score -1.50515e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -15051850.000000 Penalty: 3858.181152
	Iteration 78Q: 3 clusters Score -1.505185e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.505223e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -15052615.000000 Penalty: 3858.181152
	Iteration 80F: 3 clusters Score -1.505262e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -15052890.000000 Penalty: 3858.181152
	Iteration 81Q: 3 clusters Score -1.505289e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -15053107.000000 Penalty: 3858.181152
	Iteration 82Q: 3 clusters Score -1.505311e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -15053312.000000 Penalty: 3858.181152
	Iteration 83Q: 3 clusters Score -1.505331e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112143 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -15053480.000000 Penalty: 3858.181152
	Iteration 84Q: 3 clusters Score -1.505348e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112884 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.505366e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -15053813.000000 Penalty: 3858.181152
	Iteration 86Q: 3 clusters Score -1.505381e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -15053933.000000 Penalty: 3858.181152
	Iteration 87Q: 3 clusters Score -1.505393e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -15054138.000000 Penalty: 3858.181152
	Iteration 88Q: 3 clusters Score -1.505414e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -15054267.000000 Penalty: 3858.181152
	Iteration 89Q: 3 clusters Score -1.505427e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -15054382.000000 Penalty: 3858.181152
	Iteration 90Q: 3 clusters Score -1.505438e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -15054487.000000 Penalty: 3858.181152
	Iteration 91Q: 3 clusters Score -1.505449e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117456 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -15054590.000000 Penalty: 3858.181152
	Iteration 92Q: 3 clusters Score -1.505459e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -15054712.000000 Penalty: 3858.181152
	Iteration 93Q: 3 clusters Score -1.505471e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -15054889.000000 Penalty: 3858.181152
	Iteration 94Q: 3 clusters Score -1.505489e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -15055062.000000 Penalty: 3858.181152
	Iteration 95Q: 3 clusters Score -1.505506e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -15055227.000000 Penalty: 3858.181152
	Iteration 96Q: 3 clusters Score -1.505523e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -15055377.000000 Penalty: 3858.181152
	Iteration 97Q: 3 clusters Score -1.505538e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.505546e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.505554e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -15055605.000000 Penalty: 3858.181152
	Iteration 100F: 3 clusters Score -1.50556e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122393 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -15055703.000000 Penalty: 3858.181152
	Iteration 101Q: 3 clusters Score -1.50557e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -15055854.000000 Penalty: 3858.181152
	Iteration 102Q: 3 clusters Score -1.505585e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123271 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -15055935.000000 Penalty: 3858.181152
	Iteration 103Q: 3 clusters Score -1.505594e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -15056050.000000 Penalty: 3858.181152
	Iteration 104Q: 3 clusters Score -1.505605e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -15056131.000000 Penalty: 3858.181152
	Iteration 105Q: 3 clusters Score -1.505613e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -15056180.000000 Penalty: 3858.181152
	Iteration 106Q: 3 clusters Score -1.505618e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -15056241.000000 Penalty: 3858.181152
	Iteration 107Q: 3 clusters Score -1.505624e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -15056287.000000 Penalty: 3858.181152
	Iteration 108Q: 3 clusters Score -1.505629e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -15056333.000000 Penalty: 3858.181152
	Iteration 109Q: 3 clusters Score -1.505633e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -15056362.000000 Penalty: 3858.181152
	Iteration 110Q: 3 clusters Score -1.505636e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125786 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -15056405.000000 Penalty: 3858.181152
	Iteration 111Q: 3 clusters Score -1.50564e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -15056425.000000 Penalty: 3858.181152
	Iteration 112Q: 3 clusters Score -1.505642e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -15056434.000000 Penalty: 3858.181152
	Iteration 113Q: 3 clusters Score -1.505643e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -15056460.000000 Penalty: 3858.181152
	Iteration 114Q: 3 clusters Score -1.505646e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -15056496.000000 Penalty: 3858.181152
	Iteration 115Q: 3 clusters Score -1.50565e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -15056511.000000 Penalty: 3858.181152
	Iteration 116Q: 3 clusters Score -1.505651e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -15056538.000000 Penalty: 3858.181152
	Iteration 117Q: 3 clusters Score -1.505654e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -15056548.000000 Penalty: 3858.181152
	Iteration 118Q: 3 clusters Score -1.505655e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127399 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -15056611.000000 Penalty: 3858.181152
	Iteration 119Q: 3 clusters Score -1.505661e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -15056634.000000 Penalty: 3858.181152
	Iteration 120F: 3 clusters Score -1.505663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -15056663.000000 Penalty: 3858.181152
	Iteration 121Q: 3 clusters Score -1.505666e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -15056672.000000 Penalty: 3858.181152
	Iteration 122Q: 3 clusters Score -1.505667e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -15056703.000000 Penalty: 3858.181152
	Iteration 123Q: 3 clusters Score -1.50567e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128120 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -15056724.000000 Penalty: 3858.181152
	Iteration 124Q: 3 clusters Score -1.505672e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -15056752.000000 Penalty: 3858.181152
	Iteration 125Q: 3 clusters Score -1.505675e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -15056796.000000 Penalty: 3858.181152
	Iteration 126Q: 3 clusters Score -1.50568e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128495 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -15056801.000000 Penalty: 3858.181152
	Iteration 127Q: 3 clusters Score -1.50568e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -15056808.000000 Penalty: 3858.181152
	Iteration 128Q: 3 clusters Score -1.505681e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128734 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -15056820.000000 Penalty: 3858.181152
	Iteration 129Q: 3 clusters Score -1.505682e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -15056846.000000 Penalty: 3858.181152
	Iteration 130Q: 3 clusters Score -1.505685e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -15056847.000000 Penalty: 3858.181152
	Iteration 131Q: 3 clusters Score -1.505685e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -15056875.000000 Penalty: 3858.181152
	Iteration 132Q: 3 clusters Score -1.505688e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -15056875.000000 Penalty: 3858.181152
	Iteration 133Q: 3 clusters Score -1.505688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -15056901.000000 Penalty: 3858.181152
	Iteration 134Q: 3 clusters Score -1.50569e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -15056930.000000 Penalty: 3858.181152
	Iteration 135Q: 3 clusters Score -1.505693e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -15056964.000000 Penalty: 3858.181152
	Iteration 136Q: 3 clusters Score -1.505696e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129567 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -15056971.000000 Penalty: 3858.181152
	Iteration 137Q: 3 clusters Score -1.505697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -15056981.000000 Penalty: 3858.181152
	Iteration 138Q: 3 clusters Score -1.505698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -15056993.000000 Penalty: 3858.181152
	Iteration 139Q: 3 clusters Score -1.505699e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129854 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -15056995.000000 Penalty: 3858.181152
	Iteration 140F: 3 clusters Score -1.5057e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -15057007.000000 Penalty: 3858.181152
	Iteration 141Q: 3 clusters Score -1.505701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129998 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -15057002.000000 Penalty: 3858.181152
	Iteration 142Q: 3 clusters Score -1.5057e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -15057028.000000 Penalty: 3858.181152
	Iteration 143Q: 3 clusters Score -1.505703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -15057046.000000 Penalty: 3858.181152
	Iteration 144Q: 3 clusters Score -1.505705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -15057070.000000 Penalty: 3858.181152
	Iteration 145Q: 3 clusters Score -1.505707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -15057072.000000 Penalty: 3858.181152
	Iteration 146Q: 3 clusters Score -1.505707e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -15057071.000000 Penalty: 3858.181152
	Iteration 147Q: 3 clusters Score -1.505707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -15057075.000000 Penalty: 3858.181152
	Iteration 148Q: 3 clusters Score -1.505708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -15057067.000000 Penalty: 3858.181152
	Iteration 149Q: 3 clusters Score -1.505707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -15057057.000000 Penalty: 3858.181152
	Iteration 150Q: 3 clusters Score -1.505706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -15057081.000000 Penalty: 3858.181152
	Iteration 151Q: 3 clusters Score -1.505708e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -15057077.000000 Penalty: 3858.181152
	Iteration 152Q: 3 clusters Score -1.505708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -15057071.000000 Penalty: 3858.181152
	Iteration 153Q: 3 clusters Score -1.505707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -15057081.000000 Penalty: 3858.181152
	Iteration 154Q: 3 clusters Score -1.505708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -15057094.000000 Penalty: 3858.181152
	Iteration 155Q: 3 clusters Score -1.505709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130658 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -15057091.000000 Penalty: 3858.181152
	Iteration 156Q: 3 clusters Score -1.505709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -15057101.000000 Penalty: 3858.181152
	Iteration 157Q: 3 clusters Score -1.50571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -15057100.000000 Penalty: 3858.181152
	Iteration 158Q: 3 clusters Score -1.50571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -15057087.000000 Penalty: 3858.181152
	Iteration 159Q: 3 clusters Score -1.505709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -15057109.000000 Penalty: 3858.181152
	Iteration 160F: 3 clusters Score -1.505711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -15057125.000000 Penalty: 3858.181152
	Iteration 161Q: 3 clusters Score -1.505712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130827 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -15057107.000000 Penalty: 3858.181152
	Iteration 162Q: 3 clusters Score -1.505711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -15057128.000000 Penalty: 3858.181152
	Iteration 163Q: 3 clusters Score -1.505713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -15057135.000000 Penalty: 3858.181152
	Iteration 164Q: 3 clusters Score -1.505714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -15057153.000000 Penalty: 3858.181152
	Iteration 165Q: 3 clusters Score -1.505715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -15057158.000000 Penalty: 3858.181152
	Iteration 166Q: 3 clusters Score -1.505716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -15057154.000000 Penalty: 3858.181152
	Iteration 167Q: 3 clusters Score -1.505715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -15057158.000000 Penalty: 3858.181152
	Iteration 168Q: 3 clusters Score -1.505716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131052 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -15057140.000000 Penalty: 3858.181152
	Iteration 169Q: 3 clusters Score -1.505714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -15057160.000000 Penalty: 3858.181152
	Iteration 170Q: 3 clusters Score -1.505716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -15057164.000000 Penalty: 3858.181152
	Iteration 171Q: 3 clusters Score -1.505716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -15057164.000000 Penalty: 3858.181152
	Iteration 172Q: 3 clusters Score -1.505716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -15057158.000000 Penalty: 3858.181152
	Iteration 173Q: 3 clusters Score -1.505716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -15057167.000000 Penalty: 3858.181152
	Iteration 174Q: 3 clusters Score -1.505717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131193 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -15057181.000000 Penalty: 3858.181152
	Iteration 175Q: 3 clusters Score -1.505718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131214 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -15057168.000000 Penalty: 3858.181152
	Iteration 176Q: 3 clusters Score -1.505717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -15057156.000000 Penalty: 3858.181152
	Iteration 177Q: 3 clusters Score -1.505716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -15057163.000000 Penalty: 3858.181152
	Iteration 178Q: 3 clusters Score -1.505716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131302 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -15057172.000000 Penalty: 3858.181152
	Iteration 179Q: 3 clusters Score -1.505717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -15057177.000000 Penalty: 3858.181152
	Iteration 180F: 3 clusters Score -1.505718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -15057166.000000 Penalty: 3858.181152
	Iteration 181Q: 3 clusters Score -1.505717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131370 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -15057172.000000 Penalty: 3858.181152
	Iteration 182Q: 3 clusters Score -1.505717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -15057177.000000 Penalty: 3858.181152
	Iteration 183Q: 3 clusters Score -1.505718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131426 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -15057177.000000 Penalty: 3858.181152
	Iteration 184Q: 3 clusters Score -1.505718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -15057161.000000 Penalty: 3858.181152
	Iteration 185Q: 3 clusters Score -1.505716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -15057167.000000 Penalty: 3858.181152
	Iteration 186Q: 3 clusters Score -1.505717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -15057164.000000 Penalty: 3858.181152
	Iteration 187Q: 3 clusters Score -1.505716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131531 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -15057172.000000 Penalty: 3858.181152
	Iteration 188Q: 3 clusters Score -1.505717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -15057170.000000 Penalty: 3858.181152
	Iteration 189Q: 3 clusters Score -1.505717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131585 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -15057188.000000 Penalty: 3858.181152
	Iteration 190Q: 3 clusters Score -1.505719e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -15057194.000000 Penalty: 3858.181152
	Iteration 191Q: 3 clusters Score -1.505719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -15057208.000000 Penalty: 3858.181152
	Iteration 192Q: 3 clusters Score -1.505721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -15057207.000000 Penalty: 3858.181152
	Iteration 193Q: 3 clusters Score -1.505721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131693 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -15057189.000000 Penalty: 3858.181152
	Iteration 194Q: 3 clusters Score -1.505719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -15057183.000000 Penalty: 3858.181152
	Iteration 195Q: 3 clusters Score -1.505718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -15057178.000000 Penalty: 3858.181152
	Iteration 196Q: 3 clusters Score -1.505718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -15057185.000000 Penalty: 3858.181152
	Iteration 197Q: 3 clusters Score -1.505718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -15057187.000000 Penalty: 3858.181152
	Iteration 198Q: 3 clusters Score -1.505719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -15057174.000000 Penalty: 3858.181152
	Iteration 199Q: 3 clusters Score -1.505717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -15057180.000000 Penalty: 3858.181152
	Iteration 200F: 3 clusters Score -1.505718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131859 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -15057194.000000 Penalty: 3858.181152
	Iteration 201Q: 3 clusters Score -1.505719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -15057213.000000 Penalty: 3858.181152
	Iteration 202Q: 3 clusters Score -1.505721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131885 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -15057213.000000 Penalty: 3858.181152
	Iteration 203Q: 3 clusters Score -1.505721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -15057222.000000 Penalty: 3858.181152
	Iteration 204Q: 3 clusters Score -1.505722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131916 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -15057218.000000 Penalty: 3858.181152
	Iteration 205Q: 3 clusters Score -1.505722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -15057231.000000 Penalty: 3858.181152
	Iteration 206Q: 3 clusters Score -1.505723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -15057239.000000 Penalty: 3858.181152
	Iteration 207Q: 3 clusters Score -1.505724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -15057242.000000 Penalty: 3858.181152
	Iteration 208Q: 3 clusters Score -1.505724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -15057240.000000 Penalty: 3858.181152
	Iteration 209Q: 3 clusters Score -1.505724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -15057247.000000 Penalty: 3858.181152
	Iteration 210Q: 3 clusters Score -1.505725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -15057254.000000 Penalty: 3858.181152
	Iteration 211Q: 3 clusters Score -1.505725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -15057254.000000 Penalty: 3858.181152
	Iteration 212Q: 3 clusters Score -1.505725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -15057250.000000 Penalty: 3858.181152
	Iteration 213Q: 3 clusters Score -1.505725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132017 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -15057250.000000 Penalty: 3858.181152
	Iteration 214Q: 3 clusters Score -1.505725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -15057242.000000 Penalty: 3858.181152
	Iteration 215Q: 3 clusters Score -1.505724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -15057249.000000 Penalty: 3858.181152
	Iteration 216Q: 3 clusters Score -1.505725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132033 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -15057259.000000 Penalty: 3858.181152
	Iteration 217Q: 3 clusters Score -1.505726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -15057254.000000 Penalty: 3858.181152
	Iteration 218Q: 3 clusters Score -1.505725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132042 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -15057258.000000 Penalty: 3858.181152
	Iteration 219Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -15057253.000000 Penalty: 3858.181152
	Iteration 220F: 3 clusters Score -1.505725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -15057257.000000 Penalty: 3858.181152
	Iteration 221Q: 3 clusters Score -1.505726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132048 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -15057262.000000 Penalty: 3858.181152
	Iteration 222Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -15057264.000000 Penalty: 3858.181152
	Iteration 223Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -15057255.000000 Penalty: 3858.181152
	Iteration 224Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -15057262.000000 Penalty: 3858.181152
	Iteration 225Q: 3 clusters Score -1.505726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -15057255.000000 Penalty: 3858.181152
	Iteration 226Q: 3 clusters Score -1.505726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -15057248.000000 Penalty: 3858.181152
	Iteration 227Q: 3 clusters Score -1.505725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -15057257.000000 Penalty: 3858.181152
	Iteration 228Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -15057261.000000 Penalty: 3858.181152
	Iteration 229Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132076 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -15057255.000000 Penalty: 3858.181152
	Iteration 230Q: 3 clusters Score -1.505726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -15057259.000000 Penalty: 3858.181152
	Iteration 231Q: 3 clusters Score -1.505726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -15057248.000000 Penalty: 3858.181152
	Iteration 232Q: 3 clusters Score -1.505725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -15057257.000000 Penalty: 3858.181152
	Iteration 233Q: 3 clusters Score -1.505726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132089 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -15057262.000000 Penalty: 3858.181152
	Iteration 234Q: 3 clusters Score -1.505726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -15057260.000000 Penalty: 3858.181152
	Iteration 235Q: 3 clusters Score -1.505726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -15057260.000000 Penalty: 3858.181152
	Iteration 236F: 3 clusters Score -1.505726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 45594 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
Score: -70188376.000000 Penalty: 34913.289062
Splitting cluster 2 changes total score from -70187240.000000 to -70188376.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (51502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Entering Unmasked Estep 
Score: -5510551.000000 Penalty: 1763.023560
	Iteration 0F: 2 clusters Score -5510551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5476159.500000 Penalty: 3526.047119
	Iteration 0F: 3 clusters Score -5476160 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5491165.000000 Penalty: 3526.047119
	Iteration 1F: 3 clusters Score -5491165 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -5493443.000000 Penalty: 3526.047119
	Iteration 2F: 3 clusters Score -5493443 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5496847 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5500844.000000 Penalty: 3526.047119
	Iteration 4F: 3 clusters Score -5500844 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -5504329.000000 Penalty: 3526.047119
	Iteration 5F: 3 clusters Score -5504329 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5506597.500000 Penalty: 3526.047119
	Iteration 6F: 3 clusters Score -5506598 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5507784.500000 Penalty: 3526.047119
	Iteration 7Q: 3 clusters Score -5507784 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5508438.000000 Penalty: 3526.047119
	Iteration 8Q: 3 clusters Score -5508438 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5508804.500000 Penalty: 3526.047119
	Iteration 9Q: 3 clusters Score -5508804 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5509032.500000 Penalty: 3526.047119
	Iteration 10Q: 3 clusters Score -5509032 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5509191.500000 Penalty: 3526.047119
	Iteration 11Q: 3 clusters Score -5509192 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5509265.000000 Penalty: 3526.047119
	Iteration 12Q: 3 clusters Score -5509265 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5509424.000000 Penalty: 3526.047119
	Iteration 13Q: 3 clusters Score -5509424 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5509531.500000 Penalty: 3526.047119
	Iteration 14Q: 3 clusters Score -5509532 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -5509589.000000 Penalty: 3526.047119
	Iteration 15Q: 3 clusters Score -5509589 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5509635.500000 Penalty: 3526.047119
	Iteration 16Q: 3 clusters Score -5509636 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5509677.500000 Penalty: 3526.047119
	Iteration 17Q: 3 clusters Score -5509678 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5509709.500000 Penalty: 3526.047119
	Iteration 18Q: 3 clusters Score -5509710 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5509740.000000 Penalty: 3526.047119
	Iteration 19Q: 3 clusters Score -5509740 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -5509770.000000 Penalty: 3526.047119
	Iteration 20F: 3 clusters Score -5509770 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5509793.500000 Penalty: 3526.047119
	Iteration 21Q: 3 clusters Score -5509794 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -5509816.500000 Penalty: 3526.047119
	Iteration 22Q: 3 clusters Score -5509816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -5509833.500000 Penalty: 3526.047119
	Iteration 23Q: 3 clusters Score -5509834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -5509831.500000 Penalty: 3526.047119
	Iteration 24Q: 3 clusters Score -5509832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5509842.500000 Penalty: 3526.047119
	Iteration 25Q: 3 clusters Score -5509842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5509861.000000 Penalty: 3526.047119
	Iteration 26Q: 3 clusters Score -5509861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5509865.000000 Penalty: 3526.047119
	Iteration 27Q: 3 clusters Score -5509865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5509877.500000 Penalty: 3526.047119
	Iteration 28Q: 3 clusters Score -5509878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -5509871.500000 Penalty: 3526.047119
	Iteration 29Q: 3 clusters Score -5509872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5509880.500000 Penalty: 3526.047119
	Iteration 30Q: 3 clusters Score -5509880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5509898.500000 Penalty: 3526.047119
	Iteration 31Q: 3 clusters Score -5509898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -5509914.000000 Penalty: 3526.047119
	Iteration 32Q: 3 clusters Score -5509914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -5509922.000000 Penalty: 3526.047119
	Iteration 33Q: 3 clusters Score -5509922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -5509936.000000 Penalty: 3526.047119
	Iteration 34Q: 3 clusters Score -5509936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5509948.500000 Penalty: 3526.047119
	Iteration 35Q: 3 clusters Score -5509948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -5509968.500000 Penalty: 3526.047119
	Iteration 36Q: 3 clusters Score -5509968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5509965.500000 Penalty: 3526.047119
	Iteration 37Q: 3 clusters Score -5509966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5509976.500000 Penalty: 3526.047119
	Iteration 38Q: 3 clusters Score -5509976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5509985.500000 Penalty: 3526.047119
	Iteration 39Q: 3 clusters Score -5509986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -5509995.500000 Penalty: 3526.047119
	Iteration 40F: 3 clusters Score -5509996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5509987.000000 Penalty: 3526.047119
	Iteration 41Q: 3 clusters Score -5509987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5509991.000000 Penalty: 3526.047119
	Iteration 42Q: 3 clusters Score -5509991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5510000.500000 Penalty: 3526.047119
	Iteration 43Q: 3 clusters Score -5510000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5509995.000000 Penalty: 3526.047119
	Iteration 44Q: 3 clusters Score -5509995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -5509982.500000 Penalty: 3526.047119
	Iteration 45Q: 3 clusters Score -5509982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5509987.000000 Penalty: 3526.047119
	Iteration 46Q: 3 clusters Score -5509987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5509995.000000 Penalty: 3526.047119
	Iteration 47Q: 3 clusters Score -5509995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5509994.000000 Penalty: 3526.047119
	Iteration 48Q: 3 clusters Score -5509994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -5509998.500000 Penalty: 3526.047119
	Iteration 49Q: 3 clusters Score -5509998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -5510003.000000 Penalty: 3526.047119
	Iteration 50Q: 3 clusters Score -5510003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -5510004.000000 Penalty: 3526.047119
	Iteration 51Q: 3 clusters Score -5510004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5510002.500000 Penalty: 3526.047119
	Iteration 52Q: 3 clusters Score -5510002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5509995.500000 Penalty: 3526.047119
	Iteration 53Q: 3 clusters Score -5509996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -5510001.500000 Penalty: 3526.047119
	Iteration 54Q: 3 clusters Score -5510002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5509996.500000 Penalty: 3526.047119
	Iteration 55Q: 3 clusters Score -5509996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5509988.000000 Penalty: 3526.047119
	Iteration 56Q: 3 clusters Score -5509988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5509996.000000 Penalty: 3526.047119
	Iteration 57Q: 3 clusters Score -5509996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5510001.500000 Penalty: 3526.047119
	Iteration 58Q: 3 clusters Score -5510002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5510002.000000 Penalty: 3526.047119
	Iteration 59Q: 3 clusters Score -5510002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5510004.500000 Penalty: 3526.047119
	Iteration 60F: 3 clusters Score -5510004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -5510005.500000 Penalty: 3526.047119
	Iteration 61Q: 3 clusters Score -5510006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5510010.000000 Penalty: 3526.047119
	Iteration 62Q: 3 clusters Score -5510010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5510011.500000 Penalty: 3526.047119
	Iteration 63Q: 3 clusters Score -5510012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5510012.500000 Penalty: 3526.047119
	Iteration 64Q: 3 clusters Score -5510012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5510012.000000 Penalty: 3526.047119
	Iteration 65Q: 3 clusters Score -5510012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -5510012.000000 Penalty: 3526.047119
	Iteration 66Q: 3 clusters Score -5510012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -5510010.000000 Penalty: 3526.047119
	Iteration 67Q: 3 clusters Score -5510010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5510015.500000 Penalty: 3526.047119
	Iteration 68Q: 3 clusters Score -5510016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -5510010.500000 Penalty: 3526.047119
	Iteration 69Q: 3 clusters Score -5510010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5510014.000000 Penalty: 3526.047119
	Iteration 70Q: 3 clusters Score -5510014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5510014.000000 Penalty: 3526.047119
	Iteration 71F: 3 clusters Score -5510014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -116348.929688 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -116348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114835.000000 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -114835 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115302.179688 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -115302.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115561.789062 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -115561.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -115828.835938 Penalty: 2303.189941
	Iteration 3F: 3 clusters Score -115828.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116116.023438 Penalty: 2303.189941
	Iteration 4F: 3 clusters Score -116116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -116353.679688 Penalty: 2303.189941
	Iteration 5F: 3 clusters Score -116353.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -116446.945312 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -116446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -116489.226562 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -116489.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -116504.195312 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -116504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -116512.906250 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -116512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -116536.445312 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -116536.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116569.250000 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -116569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -116610.101562 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -116610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -116668.867188 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -116668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -116716.640625 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -116716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -116742.484375 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -116742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -116750.335938 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -116750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -116752.304688 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -116752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -116753.398438 Penalty: 2303.189941
	Iteration 18Q: 3 clusters Score -116753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -116753.398438 Penalty: 2303.189941
	Iteration 19F: 3 clusters Score -116753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 45594 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
Score: -70187760.000000 Penalty: 37095.371094
Splitting cluster 4 changes total score from -70187240.000000 to -70187760.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (45594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Entering Unmasked Estep 
Score: -4668254.000000 Penalty: 1743.223877
	Iteration 0F: 2 clusters Score -4668254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4637834.500000 Penalty: 3486.447754
	Iteration 0F: 3 clusters Score -4637834 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4649826.500000 Penalty: 3486.447754
	Iteration 1F: 3 clusters Score -4649826 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4650684.500000 Penalty: 3486.447754
	Iteration 2Q: 3 clusters Score -4650684 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4652476.000000 Penalty: 3486.447754
	Iteration 3F: 3 clusters Score -4652476 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4656028.000000 Penalty: 3486.447754
	Iteration 4F: 3 clusters Score -4656028 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4661057.500000 Penalty: 3486.447754
	Iteration 5F: 3 clusters Score -4661058 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4665261.500000 Penalty: 3486.447754
	Iteration 6F: 3 clusters Score -4665262 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4667367.500000 Penalty: 3486.447754
	Iteration 7F: 3 clusters Score -4667368 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -4668134.000000 Penalty: 3486.447754
	Iteration 8Q: 3 clusters Score -4668134 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4668320.500000 Penalty: 3486.447754
	Iteration 9Q: 3 clusters Score -4668320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -4668399.000000 Penalty: 3486.447754
	Iteration 10Q: 3 clusters Score -4668399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -4668435.500000 Penalty: 3486.447754
	Iteration 11Q: 3 clusters Score -4668436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -4668448.000000 Penalty: 3486.447754
	Iteration 12Q: 3 clusters Score -4668448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -4668462.500000 Penalty: 3486.447754
	Iteration 13Q: 3 clusters Score -4668462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -4668468.000000 Penalty: 3486.447754
	Iteration 14Q: 3 clusters Score -4668468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4668460.000000 Penalty: 3486.447754
	Iteration 15Q: 3 clusters Score -4668460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -4668465.000000 Penalty: 3486.447754
	Iteration 16Q: 3 clusters Score -4668465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -4668461.500000 Penalty: 3486.447754
	Iteration 17Q: 3 clusters Score -4668462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -4668456.000000 Penalty: 3486.447754
	Iteration 18Q: 3 clusters Score -4668456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -4668460.000000 Penalty: 3486.447754
	Iteration 19Q: 3 clusters Score -4668460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -4668458.000000 Penalty: 3486.447754
	Iteration 20F: 3 clusters Score -4668458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -4668461.500000 Penalty: 3486.447754
	Iteration 21Q: 3 clusters Score -4668462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4668459.500000 Penalty: 3486.447754
	Iteration 22Q: 3 clusters Score -4668460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -4668458.500000 Penalty: 3486.447754
	Iteration 23Q: 3 clusters Score -4668458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -4668458.500000 Penalty: 3486.447754
	Iteration 24Q: 3 clusters Score -4668458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -4668456.000000 Penalty: 3486.447754
	Iteration 25Q: 3 clusters Score -4668456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -4668456.000000 Penalty: 3486.447754
	Iteration 26F: 3 clusters Score -4668456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
Score: -70187688.000000 Penalty: 39277.449219
Splitting cluster 5 changes total score from -70187240.000000 to -70187688.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -758031.312500 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -758031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -752557.500000 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -752557.5 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -754384.437500 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -754384.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -754915.125000 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -754915.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -755294.937500 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -755294.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -755545.625000 Penalty: 2896.641357
	Iteration 4F: 3 clusters Score -755545.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -755785.375000 Penalty: 2896.641357
	Iteration 5F: 3 clusters Score -755785.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -756003.625000 Penalty: 2896.641357
	Iteration 6F: 3 clusters Score -756003.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -756219.375000 Penalty: 2896.641357
	Iteration 7Q: 3 clusters Score -756219.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -756412.062500 Penalty: 2896.641357
	Iteration 8Q: 3 clusters Score -756412.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -756567.187500 Penalty: 2896.641357
	Iteration 9Q: 3 clusters Score -756567.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -756686.062500 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -756686.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -756775.000000 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -756775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -756829.375000 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -756829.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -756871.312500 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -756871.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -756908.937500 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -756908.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -756936.125000 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -756936.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -756955.687500 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -756955.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -756970.937500 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -756970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -756976.875000 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -756976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -756984.937500 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -756984.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -756995.812500 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -756995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -756998.750000 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -756998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -757005.312500 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -757005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -757007.562500 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -757007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -757008.750000 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -757008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -757010.062500 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -757010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -757009.312500 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -757009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -757013.812500 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -757013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -757019.062500 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -757019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -757022.125000 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -757022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -757025.875000 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -757025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -757029.000000 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -757029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -757030.000000 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -757030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -757031.250000 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -757031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -757032.062500 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -757032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -757032.062500 Penalty: 2896.641357
	Iteration 35F: 3 clusters Score -757032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Entering Unmasked Estep 
Score: -2077509.500000 Penalty: 1604.367188
	Iteration 0F: 2 clusters Score -2077510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2064241.000000 Penalty: 3208.734375
	Iteration 0F: 3 clusters Score -2064241 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2069007.500000 Penalty: 3208.734375
	Iteration 1F: 3 clusters Score -2069008 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2069381.875000 Penalty: 3208.734375
	Iteration 2F: 3 clusters Score -2069382 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2069767.625000 Penalty: 3208.734375
	Iteration 3F: 3 clusters Score -2069768 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2070226.750000 Penalty: 3208.734375
	Iteration 4Q: 3 clusters Score -2070227 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2070891.375000 Penalty: 3208.734375
	Iteration 5F: 3 clusters Score -2070891 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2071826.250000 Penalty: 3208.734375
	Iteration 6F: 3 clusters Score -2071826 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2073043.375000 Penalty: 3208.734375
	Iteration 7F: 3 clusters Score -2073043 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2074267.625000 Penalty: 3208.734375
	Iteration 8F: 3 clusters Score -2074268 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2075141.375000 Penalty: 3208.734375
	Iteration 9Q: 3 clusters Score -2075141 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2075600.125000 Penalty: 3208.734375
	Iteration 10Q: 3 clusters Score -2075600 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2075835.125000 Penalty: 3208.734375
	Iteration 11Q: 3 clusters Score -2075835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2075953.000000 Penalty: 3208.734375
	Iteration 12Q: 3 clusters Score -2075953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2076027.875000 Penalty: 3208.734375
	Iteration 13Q: 3 clusters Score -2076028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2076076.125000 Penalty: 3208.734375
	Iteration 14Q: 3 clusters Score -2076076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2076105.500000 Penalty: 3208.734375
	Iteration 15Q: 3 clusters Score -2076106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2076122.500000 Penalty: 3208.734375
	Iteration 16Q: 3 clusters Score -2076122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2076136.625000 Penalty: 3208.734375
	Iteration 17Q: 3 clusters Score -2076137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2076138.375000 Penalty: 3208.734375
	Iteration 18Q: 3 clusters Score -2076138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2076143.375000 Penalty: 3208.734375
	Iteration 19Q: 3 clusters Score -2076143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2076151.375000 Penalty: 3208.734375
	Iteration 20F: 3 clusters Score -2076151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2076155.875000 Penalty: 3208.734375
	Iteration 21Q: 3 clusters Score -2076156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2076159.500000 Penalty: 3208.734375
	Iteration 22Q: 3 clusters Score -2076160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2076161.750000 Penalty: 3208.734375
	Iteration 23Q: 3 clusters Score -2076162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2076162.750000 Penalty: 3208.734375
	Iteration 24Q: 3 clusters Score -2076163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2076164.375000 Penalty: 3208.734375
	Iteration 25Q: 3 clusters Score -2076164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2076165.250000 Penalty: 3208.734375
	Iteration 26Q: 3 clusters Score -2076165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2076165.875000 Penalty: 3208.734375
	Iteration 27Q: 3 clusters Score -2076166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2076165.875000 Penalty: 3208.734375
	Iteration 28F: 3 clusters Score -2076166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -166665.859375 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -166665.9 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 839 members 
Entering Unmasked Estep 
Score: -164772.812500 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -164772.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -165152.703125 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -165152.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165226.625000 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -165226.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165270.125000 Penalty: 2414.208252
	Iteration 3Q: 3 clusters Score -165270.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165298.390625 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -165298.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165314.875000 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -165314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165330.078125 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -165330.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165339.203125 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -165339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -165346.468750 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -165346.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165353.234375 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -165353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -165356.078125 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -165356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165359.171875 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -165359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165359.781250 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -165359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165359.781250 Penalty: 2414.208252
	Iteration 13F: 3 clusters Score -165359.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (214577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214577 members 
Entering Unmasked Estep 
Score: -22556928.000000 Penalty: 1994.918945
	Iteration 0F: 2 clusters Score -2.255693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -22418324.000000 Penalty: 3989.837891
	Iteration 0F: 3 clusters Score -2.241832e+07 nChanged 103931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -22480130.000000 Penalty: 3989.837891
	Iteration 1F: 3 clusters Score -2.248013e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -22481078.000000 Penalty: 3989.837891
	Iteration 2Q: 3 clusters Score -2.248108e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -22482124.000000 Penalty: 3989.837891
	Iteration 3Q: 3 clusters Score -2.248212e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119583 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -22483726.000000 Penalty: 3989.837891
	Iteration 4Q: 3 clusters Score -2.248373e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125345 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -22486210.000000 Penalty: 3989.837891
	Iteration 5Q: 3 clusters Score -2.248621e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -22490274.000000 Penalty: 3989.837891
	Iteration 6Q: 3 clusters Score -2.249027e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -22497932.000000 Penalty: 3989.837891
	Iteration 7F: 3 clusters Score -2.249793e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -22510136.000000 Penalty: 3989.837891
	Iteration 8F: 3 clusters Score -2.251014e+07 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -22525952.000000 Penalty: 3989.837891
	Iteration 9F: 3 clusters Score -2.252595e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194172 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -22540896.000000 Penalty: 3989.837891
	Iteration 10F: 3 clusters Score -2.25409e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -22549346.000000 Penalty: 3989.837891
	Iteration 11Q: 3 clusters Score -2.254935e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -22552998.000000 Penalty: 3989.837891
	Iteration 12Q: 3 clusters Score -2.2553e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210309 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22554498.000000 Penalty: 3989.837891
	Iteration 13Q: 3 clusters Score -2.25545e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211304 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -22555408.000000 Penalty: 3989.837891
	Iteration 14Q: 3 clusters Score -2.255541e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22555766.000000 Penalty: 3989.837891
	Iteration 15Q: 3 clusters Score -2.255577e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22555928.000000 Penalty: 3989.837891
	Iteration 16Q: 3 clusters Score -2.255593e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212316 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -22555998.000000 Penalty: 3989.837891
	Iteration 17Q: 3 clusters Score -2.2556e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212452 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22556090.000000 Penalty: 3989.837891
	Iteration 18Q: 3 clusters Score -2.255609e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212538 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22556092.000000 Penalty: 3989.837891
	Iteration 19Q: 3 clusters Score -2.255609e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212604 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22556108.000000 Penalty: 3989.837891
	Iteration 20F: 3 clusters Score -2.255611e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22556126.000000 Penalty: 3989.837891
	Iteration 21Q: 3 clusters Score -2.255613e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212692 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22556172.000000 Penalty: 3989.837891
	Iteration 22Q: 3 clusters Score -2.255617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212721 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -22556188.000000 Penalty: 3989.837891
	Iteration 23Q: 3 clusters Score -2.255619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212746 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22556228.000000 Penalty: 3989.837891
	Iteration 24Q: 3 clusters Score -2.255623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212764 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22556224.000000 Penalty: 3989.837891
	Iteration 25Q: 3 clusters Score -2.255622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212776 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22556244.000000 Penalty: 3989.837891
	Iteration 26Q: 3 clusters Score -2.255624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212787 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22556266.000000 Penalty: 3989.837891
	Iteration 27Q: 3 clusters Score -2.255627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212795 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -22556256.000000 Penalty: 3989.837891
	Iteration 28Q: 3 clusters Score -2.255626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212798 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22556256.000000 Penalty: 3989.837891
	Iteration 29Q: 3 clusters Score -2.255626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212802 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22556252.000000 Penalty: 3989.837891
	Iteration 30Q: 3 clusters Score -2.255625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212808 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22556258.000000 Penalty: 3989.837891
	Iteration 31Q: 3 clusters Score -2.255626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212810 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -22556252.000000 Penalty: 3989.837891
	Iteration 32Q: 3 clusters Score -2.255625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212808 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22556250.000000 Penalty: 3989.837891
	Iteration 33Q: 3 clusters Score -2.255625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212808 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22556250.000000 Penalty: 3989.837891
	Iteration 34F: 3 clusters Score -2.255625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Entering Unmasked Estep 
Score: -4218536.000000 Penalty: 1719.554932
	Iteration 0F: 2 clusters Score -4218536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4192130.500000 Penalty: 3439.109863
	Iteration 0F: 3 clusters Score -4192130 nChanged 18319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4202540.500000 Penalty: 3439.109863
	Iteration 1F: 3 clusters Score -4202540 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4202956.500000 Penalty: 3439.109863
	Iteration 2Q: 3 clusters Score -4202956 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4203423.000000 Penalty: 3439.109863
	Iteration 3Q: 3 clusters Score -4203423 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4203892.000000 Penalty: 3439.109863
	Iteration 4Q: 3 clusters Score -4203892 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4204365.000000 Penalty: 3439.109863
	Iteration 5Q: 3 clusters Score -4204365 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4204924.500000 Penalty: 3439.109863
	Iteration 6Q: 3 clusters Score -4204924 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4205601.500000 Penalty: 3439.109863
	Iteration 7Q: 3 clusters Score -4205602 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4206509.000000 Penalty: 3439.109863
	Iteration 8Q: 3 clusters Score -4206509 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4207668.500000 Penalty: 3439.109863
	Iteration 9Q: 3 clusters Score -4207668 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4209099.500000 Penalty: 3439.109863
	Iteration 10F: 3 clusters Score -4209100 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4210723.000000 Penalty: 3439.109863
	Iteration 11F: 3 clusters Score -4210723 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4212259.000000 Penalty: 3439.109863
	Iteration 12Q: 3 clusters Score -4212259 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4213472.000000 Penalty: 3439.109863
	Iteration 13Q: 3 clusters Score -4213472 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4214346.500000 Penalty: 3439.109863
	Iteration 14Q: 3 clusters Score -4214346 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4214992.000000 Penalty: 3439.109863
	Iteration 15Q: 3 clusters Score -4214992 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4215398.000000 Penalty: 3439.109863
	Iteration 16Q: 3 clusters Score -4215398 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4215688.500000 Penalty: 3439.109863
	Iteration 17Q: 3 clusters Score -4215688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4215907.000000 Penalty: 3439.109863
	Iteration 18Q: 3 clusters Score -4215907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4216111.000000 Penalty: 3439.109863
	Iteration 19Q: 3 clusters Score -4216111 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4216316.500000 Penalty: 3439.109863
	Iteration 20F: 3 clusters Score -4216316 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4216467.500000 Penalty: 3439.109863
	Iteration 21Q: 3 clusters Score -4216468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4216585.500000 Penalty: 3439.109863
	Iteration 22Q: 3 clusters Score -4216586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4216680.500000 Penalty: 3439.109863
	Iteration 23Q: 3 clusters Score -4216680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4216749.000000 Penalty: 3439.109863
	Iteration 24Q: 3 clusters Score -4216749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4216790.000000 Penalty: 3439.109863
	Iteration 25Q: 3 clusters Score -4216790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4216844.500000 Penalty: 3439.109863
	Iteration 26Q: 3 clusters Score -4216844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4216891.000000 Penalty: 3439.109863
	Iteration 27Q: 3 clusters Score -4216891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4216919.000000 Penalty: 3439.109863
	Iteration 28Q: 3 clusters Score -4216919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4216945.000000 Penalty: 3439.109863
	Iteration 29Q: 3 clusters Score -4216945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4216964.500000 Penalty: 3439.109863
	Iteration 30Q: 3 clusters Score -4216964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4216975.000000 Penalty: 3439.109863
	Iteration 31Q: 3 clusters Score -4216975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4216981.500000 Penalty: 3439.109863
	Iteration 32Q: 3 clusters Score -4216982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4217001.000000 Penalty: 3439.109863
	Iteration 33Q: 3 clusters Score -4217001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4217006.500000 Penalty: 3439.109863
	Iteration 34Q: 3 clusters Score -4217006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4217017.000000 Penalty: 3439.109863
	Iteration 35Q: 3 clusters Score -4217017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4217023.500000 Penalty: 3439.109863
	Iteration 36Q: 3 clusters Score -4217024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4217027.500000 Penalty: 3439.109863
	Iteration 37Q: 3 clusters Score -4217028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4217034.500000 Penalty: 3439.109863
	Iteration 38Q: 3 clusters Score -4217034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4217040.000000 Penalty: 3439.109863
	Iteration 39Q: 3 clusters Score -4217040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4217040.500000 Penalty: 3439.109863
	Iteration 40F: 3 clusters Score -4217040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4217040.000000 Penalty: 3439.109863
	Iteration 41Q: 3 clusters Score -4217040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4217043.000000 Penalty: 3439.109863
	Iteration 42Q: 3 clusters Score -4217043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4217043.000000 Penalty: 3439.109863
	Iteration 43F: 3 clusters Score -4217043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Entering Unmasked Estep 
Score: -5953714.000000 Penalty: 1775.380249
	Iteration 0F: 2 clusters Score -5953714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -5916891.000000 Penalty: 3550.760498
	Iteration 0F: 3 clusters Score -5916891 nChanged 26112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5931521.000000 Penalty: 3550.760498
	Iteration 1F: 3 clusters Score -5931521 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5932104.500000 Penalty: 3550.760498
	Iteration 2Q: 3 clusters Score -5932104 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5932749.500000 Penalty: 3550.760498
	Iteration 3Q: 3 clusters Score -5932750 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5933562.000000 Penalty: 3550.760498
	Iteration 4Q: 3 clusters Score -5933562 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5934492.500000 Penalty: 3550.760498
	Iteration 5Q: 3 clusters Score -5934492 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -5935549.000000 Penalty: 3550.760498
	Iteration 6Q: 3 clusters Score -5935549 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5936939.000000 Penalty: 3550.760498
	Iteration 7Q: 3 clusters Score -5936939 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5938631.500000 Penalty: 3550.760498
	Iteration 8Q: 3 clusters Score -5938632 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5940423.500000 Penalty: 3550.760498
	Iteration 9F: 3 clusters Score -5940424 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5942177.500000 Penalty: 3550.760498
	Iteration 10Q: 3 clusters Score -5942178 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5943759.500000 Penalty: 3550.760498
	Iteration 11Q: 3 clusters Score -5943760 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5945074.000000 Penalty: 3550.760498
	Iteration 12Q: 3 clusters Score -5945074 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5946164.500000 Penalty: 3550.760498
	Iteration 13Q: 3 clusters Score -5946164 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -5946980.000000 Penalty: 3550.760498
	Iteration 14Q: 3 clusters Score -5946980 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -5947764.500000 Penalty: 3550.760498
	Iteration 15Q: 3 clusters Score -5947764 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5948449.000000 Penalty: 3550.760498
	Iteration 16Q: 3 clusters Score -5948449 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5948985.000000 Penalty: 3550.760498
	Iteration 17Q: 3 clusters Score -5948985 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -5949488.500000 Penalty: 3550.760498
	Iteration 18Q: 3 clusters Score -5949488 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5949931.500000 Penalty: 3550.760498
	Iteration 19Q: 3 clusters Score -5949932 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -5950244.500000 Penalty: 3550.760498
	Iteration 20F: 3 clusters Score -5950244 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5950540.000000 Penalty: 3550.760498
	Iteration 21Q: 3 clusters Score -5950540 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5950749.500000 Penalty: 3550.760498
	Iteration 22Q: 3 clusters Score -5950750 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5950973.500000 Penalty: 3550.760498
	Iteration 23Q: 3 clusters Score -5950974 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5951111.000000 Penalty: 3550.760498
	Iteration 24Q: 3 clusters Score -5951111 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5951287.000000 Penalty: 3550.760498
	Iteration 25Q: 3 clusters Score -5951287 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5951423.500000 Penalty: 3550.760498
	Iteration 26Q: 3 clusters Score -5951424 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5951573.500000 Penalty: 3550.760498
	Iteration 27Q: 3 clusters Score -5951574 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5951670.000000 Penalty: 3550.760498
	Iteration 28Q: 3 clusters Score -5951670 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5951768.000000 Penalty: 3550.760498
	Iteration 29Q: 3 clusters Score -5951768 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5951837.500000 Penalty: 3550.760498
	Iteration 30Q: 3 clusters Score -5951838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5951880.000000 Penalty: 3550.760498
	Iteration 31Q: 3 clusters Score -5951880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5951939.000000 Penalty: 3550.760498
	Iteration 32Q: 3 clusters Score -5951939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5951980.000000 Penalty: 3550.760498
	Iteration 33Q: 3 clusters Score -5951980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5952008.000000 Penalty: 3550.760498
	Iteration 34Q: 3 clusters Score -5952008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5952042.500000 Penalty: 3550.760498
	Iteration 35Q: 3 clusters Score -5952042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5952080.500000 Penalty: 3550.760498
	Iteration 36Q: 3 clusters Score -5952080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5952096.000000 Penalty: 3550.760498
	Iteration 37Q: 3 clusters Score -5952096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5952120.500000 Penalty: 3550.760498
	Iteration 38Q: 3 clusters Score -5952120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5952157.000000 Penalty: 3550.760498
	Iteration 39Q: 3 clusters Score -5952157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5952171.000000 Penalty: 3550.760498
	Iteration 40F: 3 clusters Score -5952171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5952194.500000 Penalty: 3550.760498
	Iteration 41Q: 3 clusters Score -5952194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5952202.500000 Penalty: 3550.760498
	Iteration 42Q: 3 clusters Score -5952202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5952204.000000 Penalty: 3550.760498
	Iteration 43Q: 3 clusters Score -5952204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5952212.000000 Penalty: 3550.760498
	Iteration 44Q: 3 clusters Score -5952212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5952223.500000 Penalty: 3550.760498
	Iteration 45Q: 3 clusters Score -5952224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5952225.000000 Penalty: 3550.760498
	Iteration 46Q: 3 clusters Score -5952225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5952226.500000 Penalty: 3550.760498
	Iteration 47Q: 3 clusters Score -5952226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5952233.500000 Penalty: 3550.760498
	Iteration 48Q: 3 clusters Score -5952234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5952237.000000 Penalty: 3550.760498
	Iteration 49Q: 3 clusters Score -5952237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5952246.500000 Penalty: 3550.760498
	Iteration 50Q: 3 clusters Score -5952246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5952251.500000 Penalty: 3550.760498
	Iteration 51Q: 3 clusters Score -5952252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5952257.000000 Penalty: 3550.760498
	Iteration 52Q: 3 clusters Score -5952257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5952266.000000 Penalty: 3550.760498
	Iteration 53Q: 3 clusters Score -5952266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5952270.500000 Penalty: 3550.760498
	Iteration 54Q: 3 clusters Score -5952270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5952271.000000 Penalty: 3550.760498
	Iteration 55Q: 3 clusters Score -5952271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5952275.000000 Penalty: 3550.760498
	Iteration 56Q: 3 clusters Score -5952275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5952283.000000 Penalty: 3550.760498
	Iteration 57Q: 3 clusters Score -5952283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5952282.500000 Penalty: 3550.760498
	Iteration 58Q: 3 clusters Score -5952282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5952284.000000 Penalty: 3550.760498
	Iteration 59Q: 3 clusters Score -5952284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5952284.000000 Penalty: 3550.760498
	Iteration 60F: 3 clusters Score -5952284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5952287.000000 Penalty: 3550.760498
	Iteration 61Q: 3 clusters Score -5952287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5952296.000000 Penalty: 3550.760498
	Iteration 62Q: 3 clusters Score -5952296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5952296.500000 Penalty: 3550.760498
	Iteration 63Q: 3 clusters Score -5952296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5952306.500000 Penalty: 3550.760498
	Iteration 64Q: 3 clusters Score -5952306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5952308.000000 Penalty: 3550.760498
	Iteration 65Q: 3 clusters Score -5952308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5952308.000000 Penalty: 3550.760498
	Iteration 66Q: 3 clusters Score -5952308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5952308.500000 Penalty: 3550.760498
	Iteration 67Q: 3 clusters Score -5952308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5952312.500000 Penalty: 3550.760498
	Iteration 68Q: 3 clusters Score -5952312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5952307.000000 Penalty: 3550.760498
	Iteration 69Q: 3 clusters Score -5952307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5952309.000000 Penalty: 3550.760498
	Iteration 70Q: 3 clusters Score -5952309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5952309.000000 Penalty: 3550.760498
	Iteration 71F: 3 clusters Score -5952309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Entering Unmasked Estep 
Score: -2028034.125000 Penalty: 1600.373291
	Iteration 0F: 2 clusters Score -2028034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2015010.875000 Penalty: 3200.746582
	Iteration 0F: 3 clusters Score -2015011 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2019512.500000 Penalty: 3200.746582
	Iteration 1F: 3 clusters Score -2019512 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2019746.625000 Penalty: 3200.746582
	Iteration 2Q: 3 clusters Score -2019747 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2019959.625000 Penalty: 3200.746582
	Iteration 3Q: 3 clusters Score -2019960 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2020133.375000 Penalty: 3200.746582
	Iteration 4Q: 3 clusters Score -2020133 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2020337.750000 Penalty: 3200.746582
	Iteration 5Q: 3 clusters Score -2020338 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2020628.250000 Penalty: 3200.746582
	Iteration 6Q: 3 clusters Score -2020628 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2020996.875000 Penalty: 3200.746582
	Iteration 7Q: 3 clusters Score -2020997 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2021503.250000 Penalty: 3200.746582
	Iteration 8Q: 3 clusters Score -2021503 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2022253.000000 Penalty: 3200.746582
	Iteration 9F: 3 clusters Score -2022253 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2023263.500000 Penalty: 3200.746582
	Iteration 10F: 3 clusters Score -2023264 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2024438.625000 Penalty: 3200.746582
	Iteration 11F: 3 clusters Score -2024439 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2025429.750000 Penalty: 3200.746582
	Iteration 12F: 3 clusters Score -2025430 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2026021.875000 Penalty: 3200.746582
	Iteration 13Q: 3 clusters Score -2026022 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2026333.000000 Penalty: 3200.746582
	Iteration 14Q: 3 clusters Score -2026333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2026486.375000 Penalty: 3200.746582
	Iteration 15Q: 3 clusters Score -2026486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2026554.250000 Penalty: 3200.746582
	Iteration 16Q: 3 clusters Score -2026554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2026584.750000 Penalty: 3200.746582
	Iteration 17Q: 3 clusters Score -2026585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2026610.375000 Penalty: 3200.746582
	Iteration 18Q: 3 clusters Score -2026610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2026626.625000 Penalty: 3200.746582
	Iteration 19Q: 3 clusters Score -2026627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2026630.125000 Penalty: 3200.746582
	Iteration 20F: 3 clusters Score -2026630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2026630.000000 Penalty: 3200.746582
	Iteration 21Q: 3 clusters Score -2026630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2026630.000000 Penalty: 3200.746582
	Iteration 22F: 3 clusters Score -2026630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Entering Unmasked Estep 
Score: -5149868.000000 Penalty: 1753.428467
	Iteration 0F: 2 clusters Score -5149868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5117458.000000 Penalty: 3506.856934
	Iteration 0F: 3 clusters Score -5117458 nChanged 22734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5130532.500000 Penalty: 3506.856934
	Iteration 1F: 3 clusters Score -5130532 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5131653.000000 Penalty: 3506.856934
	Iteration 2Q: 3 clusters Score -5131653 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5133307.000000 Penalty: 3506.856934
	Iteration 3F: 3 clusters Score -5133307 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5135824.500000 Penalty: 3506.856934
	Iteration 4F: 3 clusters Score -5135824 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -5138785.000000 Penalty: 3506.856934
	Iteration 5F: 3 clusters Score -5138785 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -5141496.000000 Penalty: 3506.856934
	Iteration 6F: 3 clusters Score -5141496 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -5143586.000000 Penalty: 3506.856934
	Iteration 7F: 3 clusters Score -5143586 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5145087.500000 Penalty: 3506.856934
	Iteration 8Q: 3 clusters Score -5145088 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5146188.500000 Penalty: 3506.856934
	Iteration 9Q: 3 clusters Score -5146188 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5147115.000000 Penalty: 3506.856934
	Iteration 10Q: 3 clusters Score -5147115 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5147806.500000 Penalty: 3506.856934
	Iteration 11Q: 3 clusters Score -5147806 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5148243.500000 Penalty: 3506.856934
	Iteration 12Q: 3 clusters Score -5148244 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5148569.000000 Penalty: 3506.856934
	Iteration 13Q: 3 clusters Score -5148569 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5148805.500000 Penalty: 3506.856934
	Iteration 14Q: 3 clusters Score -5148806 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5148993.000000 Penalty: 3506.856934
	Iteration 15Q: 3 clusters Score -5148993 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5149146.500000 Penalty: 3506.856934
	Iteration 16Q: 3 clusters Score -5149146 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5149253.500000 Penalty: 3506.856934
	Iteration 17Q: 3 clusters Score -5149254 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5149341.000000 Penalty: 3506.856934
	Iteration 18Q: 3 clusters Score -5149341 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5149421.000000 Penalty: 3506.856934
	Iteration 19Q: 3 clusters Score -5149421 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5149488.500000 Penalty: 3506.856934
	Iteration 20F: 3 clusters Score -5149488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5149514.000000 Penalty: 3506.856934
	Iteration 21Q: 3 clusters Score -5149514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -5149557.000000 Penalty: 3506.856934
	Iteration 22Q: 3 clusters Score -5149557 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5149594.500000 Penalty: 3506.856934
	Iteration 23Q: 3 clusters Score -5149594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -5149609.500000 Penalty: 3506.856934
	Iteration 24Q: 3 clusters Score -5149610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -5149635.000000 Penalty: 3506.856934
	Iteration 25Q: 3 clusters Score -5149635 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5149647.000000 Penalty: 3506.856934
	Iteration 26Q: 3 clusters Score -5149647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5149681.500000 Penalty: 3506.856934
	Iteration 27Q: 3 clusters Score -5149682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5149681.500000 Penalty: 3506.856934
	Iteration 28Q: 3 clusters Score -5149682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -5149697.000000 Penalty: 3506.856934
	Iteration 29Q: 3 clusters Score -5149697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5149702.000000 Penalty: 3506.856934
	Iteration 30Q: 3 clusters Score -5149702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5149700.000000 Penalty: 3506.856934
	Iteration 31Q: 3 clusters Score -5149700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -5149696.000000 Penalty: 3506.856934
	Iteration 32Q: 3 clusters Score -5149696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -5149703.000000 Penalty: 3506.856934
	Iteration 33Q: 3 clusters Score -5149703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5149713.000000 Penalty: 3506.856934
	Iteration 34Q: 3 clusters Score -5149713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -5149708.000000 Penalty: 3506.856934
	Iteration 35Q: 3 clusters Score -5149708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -5149711.500000 Penalty: 3506.856934
	Iteration 36Q: 3 clusters Score -5149712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5149713.000000 Penalty: 3506.856934
	Iteration 37Q: 3 clusters Score -5149713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5149720.500000 Penalty: 3506.856934
	Iteration 38Q: 3 clusters Score -5149720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5149718.500000 Penalty: 3506.856934
	Iteration 39Q: 3 clusters Score -5149718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5149721.500000 Penalty: 3506.856934
	Iteration 40F: 3 clusters Score -5149722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5149723.000000 Penalty: 3506.856934
	Iteration 41Q: 3 clusters Score -5149723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5149727.500000 Penalty: 3506.856934
	Iteration 42Q: 3 clusters Score -5149728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5149728.500000 Penalty: 3506.856934
	Iteration 43Q: 3 clusters Score -5149728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5149727.000000 Penalty: 3506.856934
	Iteration 44Q: 3 clusters Score -5149727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5149726.000000 Penalty: 3506.856934
	Iteration 45Q: 3 clusters Score -5149726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5149728.500000 Penalty: 3506.856934
	Iteration 46Q: 3 clusters Score -5149728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5149731.000000 Penalty: 3506.856934
	Iteration 47Q: 3 clusters Score -5149731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5149731.000000 Penalty: 3506.856934
	Iteration 48F: 3 clusters Score -5149731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -2658869.500000 Penalty: 1644.114990
	Iteration 0F: 2 clusters Score -2658870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2642178.250000 Penalty: 3288.229980
	Iteration 0F: 3 clusters Score -2642178 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2648481.250000 Penalty: 3288.229980
	Iteration 1F: 3 clusters Score -2648481 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2648812.750000 Penalty: 3288.229980
	Iteration 2Q: 3 clusters Score -2648813 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2649115.250000 Penalty: 3288.229980
	Iteration 3Q: 3 clusters Score -2649115 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2649454.000000 Penalty: 3288.229980
	Iteration 4Q: 3 clusters Score -2649454 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2649757.500000 Penalty: 3288.229980
	Iteration 5Q: 3 clusters Score -2649758 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2650102.750000 Penalty: 3288.229980
	Iteration 6Q: 3 clusters Score -2650103 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2650549.750000 Penalty: 3288.229980
	Iteration 7Q: 3 clusters Score -2650550 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2651135.500000 Penalty: 3288.229980
	Iteration 8Q: 3 clusters Score -2651136 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2651881.500000 Penalty: 3288.229980
	Iteration 9Q: 3 clusters Score -2651882 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2652721.000000 Penalty: 3288.229980
	Iteration 10Q: 3 clusters Score -2652721 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2653460.750000 Penalty: 3288.229980
	Iteration 11Q: 3 clusters Score -2653461 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2653840.250000 Penalty: 3288.229980
	Iteration 12Q: 3 clusters Score -2653840 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2654004.500000 Penalty: 3288.229980
	Iteration 13Q: 3 clusters Score -2654004 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2654089.000000 Penalty: 3288.229980
	Iteration 14Q: 3 clusters Score -2654089 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2654161.000000 Penalty: 3288.229980
	Iteration 15Q: 3 clusters Score -2654161 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2654213.250000 Penalty: 3288.229980
	Iteration 16Q: 3 clusters Score -2654213 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2654268.500000 Penalty: 3288.229980
	Iteration 17Q: 3 clusters Score -2654268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2654326.000000 Penalty: 3288.229980
	Iteration 18Q: 3 clusters Score -2654326 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2654382.000000 Penalty: 3288.229980
	Iteration 19Q: 3 clusters Score -2654382 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2654450.750000 Penalty: 3288.229980
	Iteration 20F: 3 clusters Score -2654451 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2654559.250000 Penalty: 3288.229980
	Iteration 21Q: 3 clusters Score -2654559 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2654658 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2654776.750000 Penalty: 3288.229980
	Iteration 23Q: 3 clusters Score -2654777 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2654911.250000 Penalty: 3288.229980
	Iteration 24Q: 3 clusters Score -2654911 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2655053.250000 Penalty: 3288.229980
	Iteration 25Q: 3 clusters Score -2655053 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2655222.250000 Penalty: 3288.229980
	Iteration 26Q: 3 clusters Score -2655222 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2655415.750000 Penalty: 3288.229980
	Iteration 27Q: 3 clusters Score -2655416 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2655574.250000 Penalty: 3288.229980
	Iteration 28Q: 3 clusters Score -2655574 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2655729.000000 Penalty: 3288.229980
	Iteration 29Q: 3 clusters Score -2655729 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2655859.250000 Penalty: 3288.229980
	Iteration 30Q: 3 clusters Score -2655859 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2655986.500000 Penalty: 3288.229980
	Iteration 31Q: 3 clusters Score -2655986 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2656093.750000 Penalty: 3288.229980
	Iteration 32Q: 3 clusters Score -2656094 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2656180.500000 Penalty: 3288.229980
	Iteration 33Q: 3 clusters Score -2656180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2656234.500000 Penalty: 3288.229980
	Iteration 34Q: 3 clusters Score -2656234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2656289.250000 Penalty: 3288.229980
	Iteration 35Q: 3 clusters Score -2656289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2656307.250000 Penalty: 3288.229980
	Iteration 36Q: 3 clusters Score -2656307 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2656349.250000 Penalty: 3288.229980
	Iteration 37Q: 3 clusters Score -2656349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2656369.000000 Penalty: 3288.229980
	Iteration 38Q: 3 clusters Score -2656369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2656400 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2656422.000000 Penalty: 3288.229980
	Iteration 40F: 3 clusters Score -2656422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2656445.500000 Penalty: 3288.229980
	Iteration 41Q: 3 clusters Score -2656446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2656475.750000 Penalty: 3288.229980
	Iteration 42Q: 3 clusters Score -2656476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2656482.500000 Penalty: 3288.229980
	Iteration 43Q: 3 clusters Score -2656482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2656494.250000 Penalty: 3288.229980
	Iteration 44Q: 3 clusters Score -2656494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2656505.000000 Penalty: 3288.229980
	Iteration 45Q: 3 clusters Score -2656505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2656516.500000 Penalty: 3288.229980
	Iteration 46Q: 3 clusters Score -2656516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2656529 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2656529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2656541.750000 Penalty: 3288.229980
	Iteration 49Q: 3 clusters Score -2656542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2656546.750000 Penalty: 3288.229980
	Iteration 50Q: 3 clusters Score -2656547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2656563.500000 Penalty: 3288.229980
	Iteration 51Q: 3 clusters Score -2656564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2656572.250000 Penalty: 3288.229980
	Iteration 52Q: 3 clusters Score -2656572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2656577.750000 Penalty: 3288.229980
	Iteration 53Q: 3 clusters Score -2656578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2656580.500000 Penalty: 3288.229980
	Iteration 54Q: 3 clusters Score -2656580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2656598.750000 Penalty: 3288.229980
	Iteration 55Q: 3 clusters Score -2656599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2656596.750000 Penalty: 3288.229980
	Iteration 56Q: 3 clusters Score -2656597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2656610.250000 Penalty: 3288.229980
	Iteration 57Q: 3 clusters Score -2656610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2656619.250000 Penalty: 3288.229980
	Iteration 58Q: 3 clusters Score -2656619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2656620.500000 Penalty: 3288.229980
	Iteration 59Q: 3 clusters Score -2656620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2656623.250000 Penalty: 3288.229980
	Iteration 60F: 3 clusters Score -2656623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2656631.250000 Penalty: 3288.229980
	Iteration 61Q: 3 clusters Score -2656631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2656641.750000 Penalty: 3288.229980
	Iteration 62Q: 3 clusters Score -2656642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2656652.250000 Penalty: 3288.229980
	Iteration 63Q: 3 clusters Score -2656652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2656656.500000 Penalty: 3288.229980
	Iteration 64Q: 3 clusters Score -2656656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2656669.750000 Penalty: 3288.229980
	Iteration 65Q: 3 clusters Score -2656670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2656689.250000 Penalty: 3288.229980
	Iteration 66Q: 3 clusters Score -2656689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2656699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2656704.000000 Penalty: 3288.229980
	Iteration 68Q: 3 clusters Score -2656704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2656721.000000 Penalty: 3288.229980
	Iteration 69Q: 3 clusters Score -2656721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2656737.250000 Penalty: 3288.229980
	Iteration 70Q: 3 clusters Score -2656737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2656744.750000 Penalty: 3288.229980
	Iteration 71Q: 3 clusters Score -2656745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2656767.000000 Penalty: 3288.229980
	Iteration 72Q: 3 clusters Score -2656767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2656789.500000 Penalty: 3288.229980
	Iteration 73Q: 3 clusters Score -2656790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2656823.750000 Penalty: 3288.229980
	Iteration 74Q: 3 clusters Score -2656824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2656842.000000 Penalty: 3288.229980
	Iteration 75Q: 3 clusters Score -2656842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2656862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2656886.000000 Penalty: 3288.229980
	Iteration 77Q: 3 clusters Score -2656886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2656923.000000 Penalty: 3288.229980
	Iteration 78Q: 3 clusters Score -2656923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2656952.000000 Penalty: 3288.229980
	Iteration 79Q: 3 clusters Score -2656952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2656969.500000 Penalty: 3288.229980
	Iteration 80F: 3 clusters Score -2656970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2656983.000000 Penalty: 3288.229980
	Iteration 81Q: 3 clusters Score -2656983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2657000.000000 Penalty: 3288.229980
	Iteration 82Q: 3 clusters Score -2657000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2657022.000000 Penalty: 3288.229980
	Iteration 83Q: 3 clusters Score -2657022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2657034.250000 Penalty: 3288.229980
	Iteration 84Q: 3 clusters Score -2657034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2657065.250000 Penalty: 3288.229980
	Iteration 85Q: 3 clusters Score -2657065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2657077.250000 Penalty: 3288.229980
	Iteration 86Q: 3 clusters Score -2657077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2657100.000000 Penalty: 3288.229980
	Iteration 87Q: 3 clusters Score -2657100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2657121.750000 Penalty: 3288.229980
	Iteration 88Q: 3 clusters Score -2657122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2657139.250000 Penalty: 3288.229980
	Iteration 89Q: 3 clusters Score -2657139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2657152.000000 Penalty: 3288.229980
	Iteration 90Q: 3 clusters Score -2657152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2657175.000000 Penalty: 3288.229980
	Iteration 91Q: 3 clusters Score -2657175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2657187.500000 Penalty: 3288.229980
	Iteration 92Q: 3 clusters Score -2657188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2657202.250000 Penalty: 3288.229980
	Iteration 93Q: 3 clusters Score -2657202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2657207.750000 Penalty: 3288.229980
	Iteration 94Q: 3 clusters Score -2657208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2657214.250000 Penalty: 3288.229980
	Iteration 95Q: 3 clusters Score -2657214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2657223.000000 Penalty: 3288.229980
	Iteration 96Q: 3 clusters Score -2657223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2657230.750000 Penalty: 3288.229980
	Iteration 97Q: 3 clusters Score -2657231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2657246.000000 Penalty: 3288.229980
	Iteration 98Q: 3 clusters Score -2657246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2657248.750000 Penalty: 3288.229980
	Iteration 99Q: 3 clusters Score -2657249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2657253.000000 Penalty: 3288.229980
	Iteration 100F: 3 clusters Score -2657253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2657258.750000 Penalty: 3288.229980
	Iteration 101Q: 3 clusters Score -2657259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2657270.750000 Penalty: 3288.229980
	Iteration 102Q: 3 clusters Score -2657271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2657289.750000 Penalty: 3288.229980
	Iteration 103Q: 3 clusters Score -2657290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2657303.000000 Penalty: 3288.229980
	Iteration 104Q: 3 clusters Score -2657303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2657313.750000 Penalty: 3288.229980
	Iteration 105Q: 3 clusters Score -2657314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2657321.750000 Penalty: 3288.229980
	Iteration 106Q: 3 clusters Score -2657322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2657327.750000 Penalty: 3288.229980
	Iteration 107Q: 3 clusters Score -2657328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2657331.000000 Penalty: 3288.229980
	Iteration 108Q: 3 clusters Score -2657331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2657340.500000 Penalty: 3288.229980
	Iteration 109Q: 3 clusters Score -2657340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2657343.750000 Penalty: 3288.229980
	Iteration 110Q: 3 clusters Score -2657344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2657359.500000 Penalty: 3288.229980
	Iteration 111Q: 3 clusters Score -2657360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2657365.250000 Penalty: 3288.229980
	Iteration 112Q: 3 clusters Score -2657365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2657386.250000 Penalty: 3288.229980
	Iteration 113Q: 3 clusters Score -2657386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2657407.250000 Penalty: 3288.229980
	Iteration 114Q: 3 clusters Score -2657407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2657420.000000 Penalty: 3288.229980
	Iteration 115Q: 3 clusters Score -2657420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2657428.750000 Penalty: 3288.229980
	Iteration 116Q: 3 clusters Score -2657429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2657436.750000 Penalty: 3288.229980
	Iteration 117Q: 3 clusters Score -2657437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2657449.500000 Penalty: 3288.229980
	Iteration 118Q: 3 clusters Score -2657450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2657460.500000 Penalty: 3288.229980
	Iteration 119Q: 3 clusters Score -2657460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2657472.500000 Penalty: 3288.229980
	Iteration 120F: 3 clusters Score -2657472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2657479.500000 Penalty: 3288.229980
	Iteration 121Q: 3 clusters Score -2657480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2657487.000000 Penalty: 3288.229980
	Iteration 122Q: 3 clusters Score -2657487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2657489.250000 Penalty: 3288.229980
	Iteration 123Q: 3 clusters Score -2657489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2657495.750000 Penalty: 3288.229980
	Iteration 124Q: 3 clusters Score -2657496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2657497.500000 Penalty: 3288.229980
	Iteration 125Q: 3 clusters Score -2657498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2657504.250000 Penalty: 3288.229980
	Iteration 126Q: 3 clusters Score -2657504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2657500.500000 Penalty: 3288.229980
	Iteration 127Q: 3 clusters Score -2657500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2657500.500000 Penalty: 3288.229980
	Iteration 128F: 3 clusters Score -2657500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -569906.562500 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -569906.6 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 2809 members 
Entering Unmasked Estep 
Score: -565548.937500 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -565548.9 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -566863.062500 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -566863.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -567096.750000 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -567096.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -567238.500000 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -567238.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -567356.687500 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -567356.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -567522.062500 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -567522.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -567759.625000 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -567759.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -568036.750000 Penalty: 2812.888184
	Iteration 7F: 3 clusters Score -568036.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -568333.687500 Penalty: 2812.888184
	Iteration 8F: 3 clusters Score -568333.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -568624.500000 Penalty: 2812.888184
	Iteration 9F: 3 clusters Score -568624.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -568950.687500 Penalty: 2812.888184
	Iteration 10F: 3 clusters Score -568950.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -569253.062500 Penalty: 2812.888184
	Iteration 11F: 3 clusters Score -569253.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -569464.812500 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -569464.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -569642.937500 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -569642.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -569772.437500 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -569772.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -569840.937500 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -569840.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -569884.875000 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -569884.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -569912.250000 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -569912.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -569930.125000 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -569930.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -569946.937500 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -569946.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -569966.500000 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -569966.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -569983.187500 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -569983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -569997.312500 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -569997.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -570012.250000 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -570012.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -570022.375000 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -570022.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -570031.187500 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -570031.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -570039.437500 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -570039.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -570045.187500 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -570045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -570050.000000 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -570050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -570057.250000 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -570057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -570059.250000 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -570059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -570061.500000 Penalty: 2812.888184
	Iteration 31Q: 3 clusters Score -570061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -570063.187500 Penalty: 2812.888184
	Iteration 32Q: 3 clusters Score -570063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -570064.500000 Penalty: 2812.888184
	Iteration 33Q: 3 clusters Score -570064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -570066.000000 Penalty: 2812.888184
	Iteration 34Q: 3 clusters Score -570066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -570066.687500 Penalty: 2812.888184
	Iteration 35Q: 3 clusters Score -570066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -570067.812500 Penalty: 2812.888184
	Iteration 36Q: 3 clusters Score -570067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -570070.500000 Penalty: 2812.888184
	Iteration 37Q: 3 clusters Score -570070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -570070.312500 Penalty: 2812.888184
	Iteration 38Q: 3 clusters Score -570070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -570070.062500 Penalty: 2812.888184
	Iteration 39Q: 3 clusters Score -570070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -570070.062500 Penalty: 2812.888184
	Iteration 40F: 3 clusters Score -570070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
Score: -70187064.000000 Penalty: 41459.531250
Splitting cluster 18 changes total score from -70187240.000000 to -70187064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -121895.007812 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -121895 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 679 members 
Entering Unmasked Estep 
Score: -120469.984375 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -120470 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121405.578125 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -121405.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121914.015625 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -121914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -122228.968750 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -122229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -122334.578125 Penalty: 2346.621338
	Iteration 4Q: 3 clusters Score -122334.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122372.804688 Penalty: 2346.621338
	Iteration 5Q: 3 clusters Score -122372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -122386.023438 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -122386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -122390.671875 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -122390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -122396.710938 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -122396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -122400.101562 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -122400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -122400.101562 Penalty: 2346.621338
	Iteration 10F: 3 clusters Score -122400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1062 members 
Entering Unmasked Estep 
Score: -70187120.000000 Penalty: 41459.531250
Splitting cluster 19 changes total score from -70187240.000000 to -70187120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 11 contains 214577 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 55571 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 48549 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70190704.000000 Penalty: 39277.449219
Iteration 39Q: 19 clusters Score -7.01907e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 133196 members 
Mstep: Class 3 contains 51315 members 
Mstep: Class 4 contains 246 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 19439 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 42512 members 
Mstep: Class 11 contains 213689 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 13 contains 56130 members 
Mstep: Class 15 contains 18817 members 
Mstep: Class 16 contains 48321 members 
Mstep: Class 17 contains 25271 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194048.000000 Penalty: 39277.449219
Iteration 40F: 19 clusters Score -7.019405e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 133913 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 265 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 19502 members 
Mstep: Class 8 contains 1023 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 41654 members 
Mstep: Class 11 contains 212279 members 
Mstep: Class 12 contains 40158 members 
Mstep: Class 13 contains 56562 members 
Mstep: Class 15 contains 18699 members 
Mstep: Class 16 contains 48078 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 19 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195880.000000 Penalty: 39277.449219
Iteration 41Q: 19 clusters Score -7.019588e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 134759 members 
Mstep: Class 3 contains 50894 members 
Mstep: Class 4 contains 265 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 40880 members 
Mstep: Class 11 contains 210547 members 
Mstep: Class 12 contains 40416 members 
Mstep: Class 13 contains 57001 members 
Mstep: Class 15 contains 18657 members 
Mstep: Class 16 contains 47908 members 
Mstep: Class 17 contains 26955 members 
Mstep: Class 18 contains 5471 members 
Mstep: Class 19 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197504.000000 Penalty: 39277.449219
Iteration 42Q: 19 clusters Score -7.01975e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 135676 members 
Mstep: Class 3 contains 50780 members 
Mstep: Class 4 contains 262 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 7319 members 
Mstep: Class 7 contains 19703 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 2159 members 
Mstep: Class 10 contains 40231 members 
Mstep: Class 11 contains 208666 members 
Mstep: Class 12 contains 40602 members 
Mstep: Class 13 contains 57410 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 47803 members 
Mstep: Class 17 contains 27714 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198384.000000 Penalty: 39277.449219
Iteration 43Q: 19 clusters Score -7.019838e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 136713 members 
Mstep: Class 3 contains 50701 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 7301 members 
Mstep: Class 7 contains 19813 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 39659 members 
Mstep: Class 11 contains 206689 members 
Mstep: Class 12 contains 40698 members 
Mstep: Class 13 contains 57780 members 
Mstep: Class 15 contains 18612 members 
Mstep: Class 16 contains 47726 members 
Mstep: Class 17 contains 28408 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198872.000000 Penalty: 39277.449219
Iteration 44Q: 19 clusters Score -7.019887e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 137835 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 7299 members 
Mstep: Class 7 contains 19896 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 39186 members 
Mstep: Class 11 contains 204758 members 
Mstep: Class 12 contains 40744 members 
Mstep: Class 13 contains 58065 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 47663 members 
Mstep: Class 17 contains 28996 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199072.000000 Penalty: 39277.449219
Iteration 45Q: 19 clusters Score -7.019907e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 139032 members 
Mstep: Class 3 contains 50612 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 19993 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 38803 members 
Mstep: Class 11 contains 202874 members 
Mstep: Class 12 contains 40750 members 
Mstep: Class 13 contains 58255 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 47637 members 
Mstep: Class 17 contains 29470 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -7.01991e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 140137 members 
Mstep: Class 3 contains 50583 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 7 contains 20098 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 38463 members 
Mstep: Class 11 contains 201043 members 
Mstep: Class 12 contains 40744 members 
Mstep: Class 13 contains 58393 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 47626 members 
Mstep: Class 17 contains 29924 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 824 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -7.019882e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 141166 members 
Mstep: Class 3 contains 50558 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 20212 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 38171 members 
Mstep: Class 11 contains 199366 members 
Mstep: Class 12 contains 40736 members 
Mstep: Class 13 contains 58452 members 
Mstep: Class 15 contains 18561 members 
Mstep: Class 16 contains 47613 members 
Mstep: Class 17 contains 30308 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -7.019858e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 142157 members 
Mstep: Class 3 contains 50540 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 20350 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 37898 members 
Mstep: Class 11 contains 197726 members 
Mstep: Class 12 contains 40703 members 
Mstep: Class 13 contains 58482 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 47586 members 
Mstep: Class 17 contains 30674 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -7.019877e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 143048 members 
Mstep: Class 3 contains 50530 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 7337 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 37659 members 
Mstep: Class 11 contains 196273 members 
Mstep: Class 12 contains 40659 members 
Mstep: Class 13 contains 58447 members 
Mstep: Class 15 contains 18549 members 
Mstep: Class 16 contains 47560 members 
Mstep: Class 17 contains 31021 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -7.019881e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 143832 members 
Mstep: Class 3 contains 50518 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 7330 members 
Mstep: Class 7 contains 20611 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 37452 members 
Mstep: Class 11 contains 194912 members 
Mstep: Class 12 contains 40587 members 
Mstep: Class 13 contains 58393 members 
Mstep: Class 15 contains 18540 members 
Mstep: Class 16 contains 47545 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 19 clusters Score -7.019875e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 144434 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 20768 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 37284 members 
Mstep: Class 11 contains 193632 members 
Mstep: Class 12 contains 40535 members 
Mstep: Class 13 contains 58342 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 47538 members 
Mstep: Class 17 contains 31598 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 776 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -7.019877e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 145103 members 
Mstep: Class 3 contains 50493 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 20896 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 37133 members 
Mstep: Class 11 contains 192411 members 
Mstep: Class 12 contains 40469 members 
Mstep: Class 13 contains 58304 members 
Mstep: Class 15 contains 18563 members 
Mstep: Class 16 contains 47539 members 
Mstep: Class 17 contains 31843 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 19 clusters Score -7.019858e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 145681 members 
Mstep: Class 3 contains 50477 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 36998 members 
Mstep: Class 11 contains 191385 members 
Mstep: Class 12 contains 40401 members 
Mstep: Class 13 contains 58249 members 
Mstep: Class 15 contains 18551 members 
Mstep: Class 16 contains 47543 members 
Mstep: Class 17 contains 32057 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 19 clusters Score -7.019837e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 146121 members 
Mstep: Class 3 contains 50466 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 36893 members 
Mstep: Class 11 contains 190445 members 
Mstep: Class 12 contains 40332 members 
Mstep: Class 13 contains 58228 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 47559 members 
Mstep: Class 17 contains 32258 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -7.019835e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 146456 members 
Mstep: Class 3 contains 50462 members 
Mstep: Class 4 contains 229 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 36792 members 
Mstep: Class 11 contains 189585 members 
Mstep: Class 12 contains 40291 members 
Mstep: Class 13 contains 58232 members 
Mstep: Class 15 contains 18544 members 
Mstep: Class 16 contains 47577 members 
Mstep: Class 17 contains 32439 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 764 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -7.019822e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 146775 members 
Mstep: Class 3 contains 50456 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 21262 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 36693 members 
Mstep: Class 11 contains 188767 members 
Mstep: Class 12 contains 40269 members 
Mstep: Class 13 contains 58218 members 
Mstep: Class 15 contains 18539 members 
Mstep: Class 16 contains 47584 members 
Mstep: Class 17 contains 32602 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -7.019801e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 147069 members 
Mstep: Class 3 contains 50451 members 
Mstep: Class 4 contains 221 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 21325 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 36612 members 
Mstep: Class 11 contains 187982 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 58223 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 47583 members 
Mstep: Class 17 contains 32769 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 762 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -7.019778e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 147286 members 
Mstep: Class 3 contains 50446 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 21390 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 36576 members 
Mstep: Class 11 contains 187198 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 58220 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 47582 members 
Mstep: Class 17 contains 32952 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 761 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -7.019766e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 147482 members 
Mstep: Class 3 contains 50447 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 36557 members 
Mstep: Class 11 contains 186482 members 
Mstep: Class 12 contains 40241 members 
Mstep: Class 13 contains 58227 members 
Mstep: Class 15 contains 18573 members 
Mstep: Class 16 contains 47583 members 
Mstep: Class 17 contains 33103 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -7.019751e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 147654 members 
Mstep: Class 3 contains 50443 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 21521 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 36549 members 
Mstep: Class 11 contains 185826 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 58208 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 47597 members 
Mstep: Class 17 contains 33216 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 728 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -7.019745e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 147840 members 
Mstep: Class 3 contains 50445 members 
Mstep: Class 4 contains 214 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 21582 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 36539 members 
Mstep: Class 11 contains 185179 members 
Mstep: Class 12 contains 40248 members 
Mstep: Class 13 contains 58178 members 
Mstep: Class 15 contains 18609 members 
Mstep: Class 16 contains 47600 members 
Mstep: Class 17 contains 33329 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 698 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -7.019764e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 148012 members 
Mstep: Class 3 contains 50453 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 21648 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 36548 members 
Mstep: Class 11 contains 184575 members 
Mstep: Class 12 contains 40235 members 
Mstep: Class 13 contains 58142 members 
Mstep: Class 15 contains 18622 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 33435 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 19 clusters Score -7.019739e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 148196 members 
Mstep: Class 3 contains 50455 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 7343 members 
Mstep: Class 7 contains 21710 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 36558 members 
Mstep: Class 11 contains 184021 members 
Mstep: Class 12 contains 40217 members 
Mstep: Class 13 contains 58103 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 16 contains 47599 members 
Mstep: Class 17 contains 33523 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -7.019704e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 148368 members 
Mstep: Class 3 contains 50464 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7351 members 
Mstep: Class 7 contains 21766 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 36571 members 
Mstep: Class 11 contains 183473 members 
Mstep: Class 12 contains 40199 members 
Mstep: Class 13 contains 58075 members 
Mstep: Class 15 contains 18654 members 
Mstep: Class 16 contains 47597 members 
Mstep: Class 17 contains 33609 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 643 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -7.019686e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 148493 members 
Mstep: Class 3 contains 50467 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 7360 members 
Mstep: Class 7 contains 21816 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 36579 members 
Mstep: Class 11 contains 182981 members 
Mstep: Class 12 contains 40178 members 
Mstep: Class 13 contains 58041 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 47597 members 
Mstep: Class 17 contains 33692 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 633 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -7.019666e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 148605 members 
Mstep: Class 3 contains 50465 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7370 members 
Mstep: Class 7 contains 21871 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36587 members 
Mstep: Class 11 contains 182471 members 
Mstep: Class 12 contains 40169 members 
Mstep: Class 13 contains 58033 members 
Mstep: Class 15 contains 18679 members 
Mstep: Class 16 contains 47604 members 
Mstep: Class 17 contains 33761 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 624 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -7.019671e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 148743 members 
Mstep: Class 3 contains 50470 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 21922 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36610 members 
Mstep: Class 11 contains 181951 members 
Mstep: Class 12 contains 40144 members 
Mstep: Class 13 contains 58023 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 47607 members 
Mstep: Class 17 contains 33836 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 619 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -7.019666e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 148895 members 
Mstep: Class 3 contains 50476 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 21971 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 36634 members 
Mstep: Class 11 contains 181427 members 
Mstep: Class 12 contains 40139 members 
Mstep: Class 13 contains 58008 members 
Mstep: Class 15 contains 18705 members 
Mstep: Class 16 contains 47604 members 
Mstep: Class 17 contains 33905 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 616 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -7.019657e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 149049 members 
Mstep: Class 3 contains 50481 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 22025 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 36651 members 
Mstep: Class 11 contains 180929 members 
Mstep: Class 12 contains 40129 members 
Mstep: Class 13 contains 57995 members 
Mstep: Class 15 contains 18713 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 33965 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -7.019643e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 149153 members 
Mstep: Class 3 contains 50480 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 22076 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 36673 members 
Mstep: Class 11 contains 180481 members 
Mstep: Class 12 contains 40122 members 
Mstep: Class 13 contains 57982 members 
Mstep: Class 15 contains 18715 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 34036 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -7.019629e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 149216 members 
Mstep: Class 3 contains 50483 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 22133 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 36694 members 
Mstep: Class 11 contains 180083 members 
Mstep: Class 12 contains 40114 members 
Mstep: Class 13 contains 57982 members 
Mstep: Class 15 contains 18719 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 34083 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -7.019614e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 149290 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 22173 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 11 contains 179685 members 
Mstep: Class 12 contains 40113 members 
Mstep: Class 13 contains 57974 members 
Mstep: Class 15 contains 18720 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 34132 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -7.019618e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 149328 members 
Mstep: Class 3 contains 50480 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 22190 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 36709 members 
Mstep: Class 11 contains 179303 members 
Mstep: Class 12 contains 40127 members 
Mstep: Class 13 contains 57976 members 
Mstep: Class 15 contains 18719 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 34182 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196128.000000 Penalty: 39277.449219
Iteration 74Q: 19 clusters Score -7.019613e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 149384 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 22211 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 36711 members 
Mstep: Class 11 contains 178895 members 
Mstep: Class 12 contains 40137 members 
Mstep: Class 13 contains 57985 members 
Mstep: Class 15 contains 18724 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 34241 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196208.000000 Penalty: 39277.449219
Iteration 75Q: 19 clusters Score -7.019621e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 149423 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 22233 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 36727 members 
Mstep: Class 11 contains 178487 members 
Mstep: Class 12 contains 40155 members 
Mstep: Class 13 contains 57992 members 
Mstep: Class 15 contains 18726 members 
Mstep: Class 16 contains 47596 members 
Mstep: Class 17 contains 34288 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196296.000000 Penalty: 39277.449219
Iteration 76Q: 19 clusters Score -7.01963e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 149403 members 
Mstep: Class 3 contains 50483 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 22272 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 36741 members 
Mstep: Class 11 contains 178111 members 
Mstep: Class 12 contains 40155 members 
Mstep: Class 13 contains 57996 members 
Mstep: Class 15 contains 18731 members 
Mstep: Class 16 contains 47593 members 
Mstep: Class 17 contains 34331 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196312.000000 Penalty: 39277.449219
Iteration 77Q: 19 clusters Score -7.019631e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 149346 members 
Mstep: Class 3 contains 50488 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 22302 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 36748 members 
Mstep: Class 11 contains 177795 members 
Mstep: Class 12 contains 40160 members 
Mstep: Class 13 contains 58001 members 
Mstep: Class 15 contains 18732 members 
Mstep: Class 16 contains 47594 members 
Mstep: Class 17 contains 34354 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196120.000000 Penalty: 39277.449219
Iteration 78Q: 19 clusters Score -7.019612e+07 nChanged 793
Entering ConstructFrom: 
Score: -70196120.000000 Penalty: 39277.449219
Entering ConstructFrom: 
Trying to split cluster 1 (22727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Entering Unmasked Estep 
Score: -2416325.750000 Penalty: 1630.087769
	Iteration 0F: 2 clusters Score -2416326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2400880.000000 Penalty: 3260.175537
	Iteration 0F: 3 clusters Score -2400880 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2406934.000000 Penalty: 3260.175537
	Iteration 1F: 3 clusters Score -2406934 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2407444.750000 Penalty: 3260.175537
	Iteration 2F: 3 clusters Score -2407445 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2408020.250000 Penalty: 3260.175537
	Iteration 3F: 3 clusters Score -2408020 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2408702.000000 Penalty: 3260.175537
	Iteration 4F: 3 clusters Score -2408702 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2409625.750000 Penalty: 3260.175537
	Iteration 5F: 3 clusters Score -2409626 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2411003.250000 Penalty: 3260.175537
	Iteration 6F: 3 clusters Score -2411003 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2412878.000000 Penalty: 3260.175537
	Iteration 7F: 3 clusters Score -2412878 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2414900.500000 Penalty: 3260.175537
	Iteration 8F: 3 clusters Score -2414900 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2416328.750000 Penalty: 3260.175537
	Iteration 9F: 3 clusters Score -2416329 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2416951.750000 Penalty: 3260.175537
	Iteration 10Q: 3 clusters Score -2416952 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2417171.000000 Penalty: 3260.175537
	Iteration 11Q: 3 clusters Score -2417171 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2417279.500000 Penalty: 3260.175537
	Iteration 12Q: 3 clusters Score -2417280 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2417341.250000 Penalty: 3260.175537
	Iteration 13Q: 3 clusters Score -2417341 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2417387.750000 Penalty: 3260.175537
	Iteration 14Q: 3 clusters Score -2417388 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2417430.750000 Penalty: 3260.175537
	Iteration 15Q: 3 clusters Score -2417431 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2417480.500000 Penalty: 3260.175537
	Iteration 16Q: 3 clusters Score -2417480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2417498.250000 Penalty: 3260.175537
	Iteration 17Q: 3 clusters Score -2417498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2417533.500000 Penalty: 3260.175537
	Iteration 18Q: 3 clusters Score -2417534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2417546.500000 Penalty: 3260.175537
	Iteration 19Q: 3 clusters Score -2417546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2417551.750000 Penalty: 3260.175537
	Iteration 20F: 3 clusters Score -2417552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2417556.250000 Penalty: 3260.175537
	Iteration 21Q: 3 clusters Score -2417556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2417565.000000 Penalty: 3260.175537
	Iteration 22Q: 3 clusters Score -2417565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2417565.500000 Penalty: 3260.175537
	Iteration 23Q: 3 clusters Score -2417566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2417568.000000 Penalty: 3260.175537
	Iteration 24Q: 3 clusters Score -2417568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2417569.000000 Penalty: 3260.175537
	Iteration 25Q: 3 clusters Score -2417569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2417566.250000 Penalty: 3260.175537
	Iteration 26Q: 3 clusters Score -2417566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2417574.250000 Penalty: 3260.175537
	Iteration 27Q: 3 clusters Score -2417574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2417566.000000 Penalty: 3260.175537
	Iteration 28Q: 3 clusters Score -2417566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2417567.250000 Penalty: 3260.175537
	Iteration 29Q: 3 clusters Score -2417567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2417567.250000 Penalty: 3260.175537
	Iteration 30F: 3 clusters Score -2417567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 149311 members 
Mstep: Class 3 contains 50491 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 36754 members 
Mstep: Class 11 contains 177464 members 
Mstep: Class 12 contains 40169 members 
Mstep: Class 13 contains 58001 members 
Mstep: Class 14 contains 8169 members 
Mstep: Class 15 contains 18747 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 34383 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
Score: -70196936.000000 Penalty: 41459.531250
Splitting cluster 1 changes total score from -70196120.000000 to -70196936.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (149311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Entering Unmasked Estep 
Score: -15732680.000000 Penalty: 1935.990356
	Iteration 0F: 2 clusters Score -1.573268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -15637139.000000 Penalty: 3871.980713
	Iteration 0F: 3 clusters Score -1.563714e+07 nChanged 71713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -15679297.000000 Penalty: 3871.980713
	Iteration 1F: 3 clusters Score -1.56793e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -15680309.000000 Penalty: 3871.980713
	Iteration 2Q: 3 clusters Score -1.568031e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -15681585.000000 Penalty: 3871.980713
	Iteration 3Q: 3 clusters Score -1.568158e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -15683548.000000 Penalty: 3871.980713
	Iteration 4Q: 3 clusters Score -1.568355e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -15687512.000000 Penalty: 3871.980713
	Iteration 5F: 3 clusters Score -1.568751e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -15694070.000000 Penalty: 3871.980713
	Iteration 6F: 3 clusters Score -1.569407e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -15704096.000000 Penalty: 3871.980713
	Iteration 7F: 3 clusters Score -1.57041e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -15715163.000000 Penalty: 3871.980713
	Iteration 8F: 3 clusters Score -1.571516e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -15723166.000000 Penalty: 3871.980713
	Iteration 9F: 3 clusters Score -1.572317e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -15727500.000000 Penalty: 3871.980713
	Iteration 10Q: 3 clusters Score -1.57275e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 145366 members 
Entering Unmasked Estep 
Score: -15729628.000000 Penalty: 3871.980713
	Iteration 11Q: 3 clusters Score -1.572963e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -15730519.000000 Penalty: 3871.980713
	Iteration 12Q: 3 clusters Score -1.573052e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 146776 members 
Entering Unmasked Estep 
Score: -15730988.000000 Penalty: 3871.980713
	Iteration 13Q: 3 clusters Score -1.573099e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -15731312.000000 Penalty: 3871.980713
	Iteration 14Q: 3 clusters Score -1.573131e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -15731499.000000 Penalty: 3871.980713
	Iteration 15Q: 3 clusters Score -1.57315e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -15731598.000000 Penalty: 3871.980713
	Iteration 16Q: 3 clusters Score -1.57316e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -15731695.000000 Penalty: 3871.980713
	Iteration 17Q: 3 clusters Score -1.57317e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -15731743.000000 Penalty: 3871.980713
	Iteration 18Q: 3 clusters Score -1.573174e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -15731783.000000 Penalty: 3871.980713
	Iteration 19Q: 3 clusters Score -1.573178e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -15731802.000000 Penalty: 3871.980713
	Iteration 20F: 3 clusters Score -1.57318e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -15731828.000000 Penalty: 3871.980713
	Iteration 21Q: 3 clusters Score -1.573183e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -15731876.000000 Penalty: 3871.980713
	Iteration 22Q: 3 clusters Score -1.573188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -15731904.000000 Penalty: 3871.980713
	Iteration 23Q: 3 clusters Score -1.57319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -15731902.000000 Penalty: 3871.980713
	Iteration 24Q: 3 clusters Score -1.57319e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -15731911.000000 Penalty: 3871.980713
	Iteration 25Q: 3 clusters Score -1.573191e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -15731910.000000 Penalty: 3871.980713
	Iteration 26Q: 3 clusters Score -1.573191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 147037 members 
Entering Unmasked Estep 
Score: -15731941.000000 Penalty: 3871.980713
	Iteration 27Q: 3 clusters Score -1.573194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 147020 members 
Entering Unmasked Estep 
Score: -15731941.000000 Penalty: 3871.980713
	Iteration 28Q: 3 clusters Score -1.573194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 147000 members 
Entering Unmasked Estep 
Score: -15731944.000000 Penalty: 3871.980713
	Iteration 29Q: 3 clusters Score -1.573194e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -15731969.000000 Penalty: 3871.980713
	Iteration 30Q: 3 clusters Score -1.573197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -15731995.000000 Penalty: 3871.980713
	Iteration 31Q: 3 clusters Score -1.5732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -15732012.000000 Penalty: 3871.980713
	Iteration 32Q: 3 clusters Score -1.573201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -15732030.000000 Penalty: 3871.980713
	Iteration 33Q: 3 clusters Score -1.573203e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 146880 members 
Entering Unmasked Estep 
Score: -15732050.000000 Penalty: 3871.980713
	Iteration 34Q: 3 clusters Score -1.573205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 146854 members 
Entering Unmasked Estep 
Score: -15732054.000000 Penalty: 3871.980713
	Iteration 35Q: 3 clusters Score -1.573205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -15732047.000000 Penalty: 3871.980713
	Iteration 36Q: 3 clusters Score -1.573205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 146797 members 
Entering Unmasked Estep 
Score: -15732054.000000 Penalty: 3871.980713
	Iteration 37Q: 3 clusters Score -1.573205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -15732069.000000 Penalty: 3871.980713
	Iteration 38Q: 3 clusters Score -1.573207e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 146728 members 
Entering Unmasked Estep 
Score: -15732067.000000 Penalty: 3871.980713
	Iteration 39Q: 3 clusters Score -1.573207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -15732114.000000 Penalty: 3871.980713
	Iteration 40F: 3 clusters Score -1.573211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -15732107.000000 Penalty: 3871.980713
	Iteration 41Q: 3 clusters Score -1.573211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 146650 members 
Entering Unmasked Estep 
Score: -15732110.000000 Penalty: 3871.980713
	Iteration 42Q: 3 clusters Score -1.573211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -15732100.000000 Penalty: 3871.980713
	Iteration 43Q: 3 clusters Score -1.57321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -15732106.000000 Penalty: 3871.980713
	Iteration 44Q: 3 clusters Score -1.573211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -15732119.000000 Penalty: 3871.980713
	Iteration 45Q: 3 clusters Score -1.573212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 146561 members 
Entering Unmasked Estep 
Score: -15732126.000000 Penalty: 3871.980713
	Iteration 46Q: 3 clusters Score -1.573213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -15732147.000000 Penalty: 3871.980713
	Iteration 47Q: 3 clusters Score -1.573215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -15732166.000000 Penalty: 3871.980713
	Iteration 48Q: 3 clusters Score -1.573217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 146473 members 
Entering Unmasked Estep 
Score: -15732164.000000 Penalty: 3871.980713
	Iteration 49Q: 3 clusters Score -1.573216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -15732165.000000 Penalty: 3871.980713
	Iteration 50Q: 3 clusters Score -1.573216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -15732185.000000 Penalty: 3871.980713
	Iteration 51Q: 3 clusters Score -1.573218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -15732194.000000 Penalty: 3871.980713
	Iteration 52Q: 3 clusters Score -1.573219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 146410 members 
Entering Unmasked Estep 
Score: -15732200.000000 Penalty: 3871.980713
	Iteration 53Q: 3 clusters Score -1.57322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -15732204.000000 Penalty: 3871.980713
	Iteration 54Q: 3 clusters Score -1.57322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 146395 members 
Entering Unmasked Estep 
Score: -15732195.000000 Penalty: 3871.980713
	Iteration 55Q: 3 clusters Score -1.57322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -15732197.000000 Penalty: 3871.980713
	Iteration 56Q: 3 clusters Score -1.57322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 146393 members 
Entering Unmasked Estep 
Score: -15732210.000000 Penalty: 3871.980713
	Iteration 57Q: 3 clusters Score -1.573221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 146390 members 
Entering Unmasked Estep 
Score: -15732221.000000 Penalty: 3871.980713
	Iteration 58Q: 3 clusters Score -1.573222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -15732224.000000 Penalty: 3871.980713
	Iteration 59Q: 3 clusters Score -1.573222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 146378 members 
Entering Unmasked Estep 
Score: -15732230.000000 Penalty: 3871.980713
	Iteration 60F: 3 clusters Score -1.573223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -15732237.000000 Penalty: 3871.980713
	Iteration 61Q: 3 clusters Score -1.573224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 146365 members 
Entering Unmasked Estep 
Score: -15732222.000000 Penalty: 3871.980713
	Iteration 62Q: 3 clusters Score -1.573222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -15732215.000000 Penalty: 3871.980713
	Iteration 63Q: 3 clusters Score -1.573222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -15732228.000000 Penalty: 3871.980713
	Iteration 64Q: 3 clusters Score -1.573223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 146340 members 
Entering Unmasked Estep 
Score: -15732217.000000 Penalty: 3871.980713
	Iteration 65Q: 3 clusters Score -1.573222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -15732215.000000 Penalty: 3871.980713
	Iteration 66Q: 3 clusters Score -1.573222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -15732223.000000 Penalty: 3871.980713
	Iteration 67Q: 3 clusters Score -1.573222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 146321 members 
Entering Unmasked Estep 
Score: -15732222.000000 Penalty: 3871.980713
	Iteration 68Q: 3 clusters Score -1.573222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -15732238.000000 Penalty: 3871.980713
	Iteration 69Q: 3 clusters Score -1.573224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 146309 members 
Entering Unmasked Estep 
Score: -15732249.000000 Penalty: 3871.980713
	Iteration 70Q: 3 clusters Score -1.573225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -15732252.000000 Penalty: 3871.980713
	Iteration 71Q: 3 clusters Score -1.573225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -15732245.000000 Penalty: 3871.980713
	Iteration 72Q: 3 clusters Score -1.573224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -15732248.000000 Penalty: 3871.980713
	Iteration 73Q: 3 clusters Score -1.573225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -15732251.000000 Penalty: 3871.980713
	Iteration 74Q: 3 clusters Score -1.573225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -15732249.000000 Penalty: 3871.980713
	Iteration 75Q: 3 clusters Score -1.573225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 146296 members 
Entering Unmasked Estep 
Score: -15732254.000000 Penalty: 3871.980713
	Iteration 76Q: 3 clusters Score -1.573225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 146296 members 
Entering Unmasked Estep 
Score: -15732254.000000 Penalty: 3871.980713
	Iteration 77F: 3 clusters Score -1.573225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Entering Unmasked Estep 
Score: -5409275.500000 Penalty: 1759.802002
	Iteration 0F: 2 clusters Score -5409276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -5375518.000000 Penalty: 3519.604004
	Iteration 0F: 3 clusters Score -5375518 nChanged 23653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5389232.000000 Penalty: 3519.604004
	Iteration 1F: 3 clusters Score -5389232 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -5390037.500000 Penalty: 3519.604004
	Iteration 2Q: 3 clusters Score -5390038 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5391323.000000 Penalty: 3519.604004
	Iteration 3Q: 3 clusters Score -5391323 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5393155.500000 Penalty: 3519.604004
	Iteration 4F: 3 clusters Score -5393156 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5395686.500000 Penalty: 3519.604004
	Iteration 5F: 3 clusters Score -5395686 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5398670.500000 Penalty: 3519.604004
	Iteration 6F: 3 clusters Score -5398670 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5401354.500000 Penalty: 3519.604004
	Iteration 7F: 3 clusters Score -5401354 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -5403123.500000 Penalty: 3519.604004
	Iteration 8F: 3 clusters Score -5403124 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -5404179.000000 Penalty: 3519.604004
	Iteration 9Q: 3 clusters Score -5404179 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5404907.500000 Penalty: 3519.604004
	Iteration 10Q: 3 clusters Score -5404908 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5405397.500000 Penalty: 3519.604004
	Iteration 11Q: 3 clusters Score -5405398 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5405768.000000 Penalty: 3519.604004
	Iteration 12Q: 3 clusters Score -5405768 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -5406034.000000 Penalty: 3519.604004
	Iteration 13Q: 3 clusters Score -5406034 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5406240.000000 Penalty: 3519.604004
	Iteration 14Q: 3 clusters Score -5406240 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5406416.500000 Penalty: 3519.604004
	Iteration 15Q: 3 clusters Score -5406416 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5406534.000000 Penalty: 3519.604004
	Iteration 16Q: 3 clusters Score -5406534 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5406620.500000 Penalty: 3519.604004
	Iteration 17Q: 3 clusters Score -5406620 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5406733.500000 Penalty: 3519.604004
	Iteration 18Q: 3 clusters Score -5406734 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -5406818.000000 Penalty: 3519.604004
	Iteration 19Q: 3 clusters Score -5406818 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5406893.500000 Penalty: 3519.604004
	Iteration 20F: 3 clusters Score -5406894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -5406924.500000 Penalty: 3519.604004
	Iteration 21Q: 3 clusters Score -5406924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5406981.500000 Penalty: 3519.604004
	Iteration 22Q: 3 clusters Score -5406982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -5407026.500000 Penalty: 3519.604004
	Iteration 23Q: 3 clusters Score -5407026 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5407069.000000 Penalty: 3519.604004
	Iteration 24Q: 3 clusters Score -5407069 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5407088.500000 Penalty: 3519.604004
	Iteration 25Q: 3 clusters Score -5407088 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -5407109.000000 Penalty: 3519.604004
	Iteration 26Q: 3 clusters Score -5407109 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5407123.500000 Penalty: 3519.604004
	Iteration 27Q: 3 clusters Score -5407124 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5407162.000000 Penalty: 3519.604004
	Iteration 28Q: 3 clusters Score -5407162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -5407176.000000 Penalty: 3519.604004
	Iteration 29Q: 3 clusters Score -5407176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5407219.500000 Penalty: 3519.604004
	Iteration 30Q: 3 clusters Score -5407220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -5407259.000000 Penalty: 3519.604004
	Iteration 31Q: 3 clusters Score -5407259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5407273.500000 Penalty: 3519.604004
	Iteration 32Q: 3 clusters Score -5407274 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -5407266.500000 Penalty: 3519.604004
	Iteration 33Q: 3 clusters Score -5407266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5407286.500000 Penalty: 3519.604004
	Iteration 34Q: 3 clusters Score -5407286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5407321.500000 Penalty: 3519.604004
	Iteration 35Q: 3 clusters Score -5407322 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5407351.500000 Penalty: 3519.604004
	Iteration 36Q: 3 clusters Score -5407352 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -5407376.000000 Penalty: 3519.604004
	Iteration 37Q: 3 clusters Score -5407376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5407410.500000 Penalty: 3519.604004
	Iteration 38Q: 3 clusters Score -5407410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -5407457.000000 Penalty: 3519.604004
	Iteration 39Q: 3 clusters Score -5407457 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5407497.000000 Penalty: 3519.604004
	Iteration 40F: 3 clusters Score -5407497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5407529.500000 Penalty: 3519.604004
	Iteration 41Q: 3 clusters Score -5407530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -5407573.000000 Penalty: 3519.604004
	Iteration 42Q: 3 clusters Score -5407573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5407606.000000 Penalty: 3519.604004
	Iteration 43Q: 3 clusters Score -5407606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5407635.500000 Penalty: 3519.604004
	Iteration 44Q: 3 clusters Score -5407636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5407660.500000 Penalty: 3519.604004
	Iteration 45Q: 3 clusters Score -5407660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5407679.000000 Penalty: 3519.604004
	Iteration 46Q: 3 clusters Score -5407679 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5407690.000000 Penalty: 3519.604004
	Iteration 47Q: 3 clusters Score -5407690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5407703.500000 Penalty: 3519.604004
	Iteration 48Q: 3 clusters Score -5407704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5407735.000000 Penalty: 3519.604004
	Iteration 49Q: 3 clusters Score -5407735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5407760.000000 Penalty: 3519.604004
	Iteration 50Q: 3 clusters Score -5407760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5407807.000000 Penalty: 3519.604004
	Iteration 51Q: 3 clusters Score -5407807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5407830.000000 Penalty: 3519.604004
	Iteration 52Q: 3 clusters Score -5407830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5407851.000000 Penalty: 3519.604004
	Iteration 53Q: 3 clusters Score -5407851 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5407878.500000 Penalty: 3519.604004
	Iteration 54Q: 3 clusters Score -5407878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5407892.000000 Penalty: 3519.604004
	Iteration 55Q: 3 clusters Score -5407892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5407930.000000 Penalty: 3519.604004
	Iteration 56Q: 3 clusters Score -5407930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5407963.000000 Penalty: 3519.604004
	Iteration 57Q: 3 clusters Score -5407963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5407985.500000 Penalty: 3519.604004
	Iteration 58Q: 3 clusters Score -5407986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5408026.500000 Penalty: 3519.604004
	Iteration 59Q: 3 clusters Score -5408026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5408073.000000 Penalty: 3519.604004
	Iteration 60F: 3 clusters Score -5408073 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5408143.000000 Penalty: 3519.604004
	Iteration 61Q: 3 clusters Score -5408143 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5408185.500000 Penalty: 3519.604004
	Iteration 62Q: 3 clusters Score -5408186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5408259.000000 Penalty: 3519.604004
	Iteration 63Q: 3 clusters Score -5408259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5408308.000000 Penalty: 3519.604004
	Iteration 64Q: 3 clusters Score -5408308 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5408366.500000 Penalty: 3519.604004
	Iteration 65Q: 3 clusters Score -5408366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5408425.500000 Penalty: 3519.604004
	Iteration 66Q: 3 clusters Score -5408426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5408454.000000 Penalty: 3519.604004
	Iteration 67Q: 3 clusters Score -5408454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5408488.000000 Penalty: 3519.604004
	Iteration 68Q: 3 clusters Score -5408488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5408509.000000 Penalty: 3519.604004
	Iteration 69Q: 3 clusters Score -5408509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5408528.000000 Penalty: 3519.604004
	Iteration 70Q: 3 clusters Score -5408528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5408540.500000 Penalty: 3519.604004
	Iteration 71Q: 3 clusters Score -5408540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5408557.500000 Penalty: 3519.604004
	Iteration 72Q: 3 clusters Score -5408558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5408562.500000 Penalty: 3519.604004
	Iteration 73Q: 3 clusters Score -5408562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5408576.500000 Penalty: 3519.604004
	Iteration 74Q: 3 clusters Score -5408576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5408576.000000 Penalty: 3519.604004
	Iteration 75Q: 3 clusters Score -5408576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5408581.000000 Penalty: 3519.604004
	Iteration 76Q: 3 clusters Score -5408581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5408596.500000 Penalty: 3519.604004
	Iteration 77Q: 3 clusters Score -5408596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5408579.500000 Penalty: 3519.604004
	Iteration 78Q: 3 clusters Score -5408580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5408595.500000 Penalty: 3519.604004
	Iteration 79Q: 3 clusters Score -5408596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5408603.000000 Penalty: 3519.604004
	Iteration 80F: 3 clusters Score -5408603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5408607.000000 Penalty: 3519.604004
	Iteration 81Q: 3 clusters Score -5408607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5408602.500000 Penalty: 3519.604004
	Iteration 82Q: 3 clusters Score -5408602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5408607.000000 Penalty: 3519.604004
	Iteration 83Q: 3 clusters Score -5408607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5408620.500000 Penalty: 3519.604004
	Iteration 84Q: 3 clusters Score -5408620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5408629.000000 Penalty: 3519.604004
	Iteration 85Q: 3 clusters Score -5408629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5408628.000000 Penalty: 3519.604004
	Iteration 86Q: 3 clusters Score -5408628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5408638.000000 Penalty: 3519.604004
	Iteration 87Q: 3 clusters Score -5408638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5408645.500000 Penalty: 3519.604004
	Iteration 88Q: 3 clusters Score -5408646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5408642.500000 Penalty: 3519.604004
	Iteration 89Q: 3 clusters Score -5408642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5408642.000000 Penalty: 3519.604004
	Iteration 90Q: 3 clusters Score -5408642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5408661.500000 Penalty: 3519.604004
	Iteration 91Q: 3 clusters Score -5408662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5408657.000000 Penalty: 3519.604004
	Iteration 92Q: 3 clusters Score -5408657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5408658.500000 Penalty: 3519.604004
	Iteration 93Q: 3 clusters Score -5408658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5408648.000000 Penalty: 3519.604004
	Iteration 94Q: 3 clusters Score -5408648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5408648.500000 Penalty: 3519.604004
	Iteration 95Q: 3 clusters Score -5408648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5408648.500000 Penalty: 3519.604004
	Iteration 96F: 3 clusters Score -5408648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -19415.107422 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -19415.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18651.818359 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -18651.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18749.726562 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -18749.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18768.744141 Penalty: 1751.448364
	Iteration 2Q: 3 clusters Score -18768.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18770.865234 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -18770.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18773.675781 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -18773.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18773.675781 Penalty: 1751.448364
	Iteration 5F: 3 clusters Score -18773.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -379231.000000 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -379231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -376020.281250 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -376020.3 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376823.218750 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -376823.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -376950.906250 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -376950.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -377032.093750 Penalty: 2673.462402
	Iteration 3Q: 3 clusters Score -377032.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -377093.812500 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -377093.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -377140.843750 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -377140.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -377185.593750 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -377185.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377227.375000 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -377227.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -377266.562500 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -377266.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377307.625000 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -377307.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -377354.093750 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -377354.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -377395.187500 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -377395.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -377426.000000 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -377426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -377455.687500 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -377455.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -377483.906250 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -377483.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -377517.812500 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -377517.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -377564.781250 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -377564.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -377632.656250 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -377632.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377689.750000 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -377689.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -377740.687500 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -377740.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -377787.250000 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -377787.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -377827.093750 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -377827.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -377864.062500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -377864.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -377903.968750 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -377904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -377945.781250 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -377945.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -377976.656250 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -377976.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -377994.781250 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -377994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -378014.593750 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -378014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -378040.500000 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -378040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -378050.656250 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -378050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -378053.843750 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -378053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -378061.062500 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -378061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -378068.687500 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -378068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -378078.656250 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -378078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -378082.843750 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -378082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -378083.437500 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -378083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -378083.968750 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -378084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -378084.375000 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -378084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -378085.156250 Penalty: 2673.462402
	Iteration 38Q: 3 clusters Score -378085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -378085.625000 Penalty: 2673.462402
	Iteration 39Q: 3 clusters Score -378085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -378085.625000 Penalty: 2673.462402
	Iteration 40F: 3 clusters Score -378085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -756243.312500 Penalty: 1447.465088
	Iteration 0F: 2 clusters Score -756243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -750731.687500 Penalty: 2894.930176
	Iteration 0F: 3 clusters Score -750731.7 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -752399.062500 Penalty: 2894.930176
	Iteration 1F: 3 clusters Score -752399.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -752594.375000 Penalty: 2894.930176
	Iteration 2F: 3 clusters Score -752594.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -752745.125000 Penalty: 2894.930176
	Iteration 3Q: 3 clusters Score -752745.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -752927.437500 Penalty: 2894.930176
	Iteration 4Q: 3 clusters Score -752927.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -753190.250000 Penalty: 2894.930176
	Iteration 5Q: 3 clusters Score -753190.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -753525.562500 Penalty: 2894.930176
	Iteration 6F: 3 clusters Score -753525.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -753811.812500 Penalty: 2894.930176
	Iteration 7F: 3 clusters Score -753811.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -754084.937500 Penalty: 2894.930176
	Iteration 8F: 3 clusters Score -754084.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -754356.250000 Penalty: 2894.930176
	Iteration 9F: 3 clusters Score -754356.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -754598.062500 Penalty: 2894.930176
	Iteration 10F: 3 clusters Score -754598.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -754802.250000 Penalty: 2894.930176
	Iteration 11Q: 3 clusters Score -754802.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -754948.375000 Penalty: 2894.930176
	Iteration 12Q: 3 clusters Score -754948.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -755055.062500 Penalty: 2894.930176
	Iteration 13Q: 3 clusters Score -755055.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -755135.937500 Penalty: 2894.930176
	Iteration 14Q: 3 clusters Score -755135.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -755172.812500 Penalty: 2894.930176
	Iteration 15Q: 3 clusters Score -755172.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -755197.687500 Penalty: 2894.930176
	Iteration 16Q: 3 clusters Score -755197.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -755214.312500 Penalty: 2894.930176
	Iteration 17Q: 3 clusters Score -755214.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -755225.812500 Penalty: 2894.930176
	Iteration 18Q: 3 clusters Score -755225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -755230.875000 Penalty: 2894.930176
	Iteration 19Q: 3 clusters Score -755230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -755232.937500 Penalty: 2894.930176
	Iteration 20F: 3 clusters Score -755232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -755233.937500 Penalty: 2894.930176
	Iteration 21Q: 3 clusters Score -755233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -755234.687500 Penalty: 2894.930176
	Iteration 22Q: 3 clusters Score -755234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -755235.625000 Penalty: 2894.930176
	Iteration 23Q: 3 clusters Score -755235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -755237.250000 Penalty: 2894.930176
	Iteration 24Q: 3 clusters Score -755237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -755238.125000 Penalty: 2894.930176
	Iteration 25Q: 3 clusters Score -755238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -755241.937500 Penalty: 2894.930176
	Iteration 26Q: 3 clusters Score -755241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -755240.125000 Penalty: 2894.930176
	Iteration 27Q: 3 clusters Score -755240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -755241.125000 Penalty: 2894.930176
	Iteration 28Q: 3 clusters Score -755241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -755240.875000 Penalty: 2894.930176
	Iteration 29Q: 3 clusters Score -755240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -755240.750000 Penalty: 2894.930176
	Iteration 30Q: 3 clusters Score -755240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -755241.000000 Penalty: 2894.930176
	Iteration 31Q: 3 clusters Score -755241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -755241.000000 Penalty: 2894.930176
	Iteration 32F: 3 clusters Score -755241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Entering Unmasked Estep 
Score: -2389742.250000 Penalty: 1627.216675
	Iteration 0F: 2 clusters Score -2389742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2374612.750000 Penalty: 3254.433350
	Iteration 0F: 3 clusters Score -2374613 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2380182.750000 Penalty: 3254.433350
	Iteration 1F: 3 clusters Score -2380183 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2380561.750000 Penalty: 3254.433350
	Iteration 2Q: 3 clusters Score -2380562 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2380928.000000 Penalty: 3254.433350
	Iteration 3Q: 3 clusters Score -2380928 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2381310.750000 Penalty: 3254.433350
	Iteration 4Q: 3 clusters Score -2381311 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2381700.500000 Penalty: 3254.433350
	Iteration 5Q: 3 clusters Score -2381700 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2382158.500000 Penalty: 3254.433350
	Iteration 6Q: 3 clusters Score -2382158 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2382776.500000 Penalty: 3254.433350
	Iteration 7Q: 3 clusters Score -2382776 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2383568.000000 Penalty: 3254.433350
	Iteration 8F: 3 clusters Score -2383568 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2384487.750000 Penalty: 3254.433350
	Iteration 9F: 3 clusters Score -2384488 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2385266.000000 Penalty: 3254.433350
	Iteration 10F: 3 clusters Score -2385266 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2385751.500000 Penalty: 3254.433350
	Iteration 11Q: 3 clusters Score -2385752 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2386036.750000 Penalty: 3254.433350
	Iteration 12Q: 3 clusters Score -2386037 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2386230.000000 Penalty: 3254.433350
	Iteration 13Q: 3 clusters Score -2386230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2386362.250000 Penalty: 3254.433350
	Iteration 14Q: 3 clusters Score -2386362 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2386466.500000 Penalty: 3254.433350
	Iteration 15Q: 3 clusters Score -2386466 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2386542.250000 Penalty: 3254.433350
	Iteration 16Q: 3 clusters Score -2386542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2386590.000000 Penalty: 3254.433350
	Iteration 17Q: 3 clusters Score -2386590 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2386656.750000 Penalty: 3254.433350
	Iteration 18Q: 3 clusters Score -2386657 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2386728.750000 Penalty: 3254.433350
	Iteration 19Q: 3 clusters Score -2386729 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2386811.000000 Penalty: 3254.433350
	Iteration 20F: 3 clusters Score -2386811 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2386889.250000 Penalty: 3254.433350
	Iteration 21Q: 3 clusters Score -2386889 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2386970.500000 Penalty: 3254.433350
	Iteration 22Q: 3 clusters Score -2386970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2387052.750000 Penalty: 3254.433350
	Iteration 23Q: 3 clusters Score -2387053 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2387129.500000 Penalty: 3254.433350
	Iteration 24Q: 3 clusters Score -2387130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2387182.500000 Penalty: 3254.433350
	Iteration 25Q: 3 clusters Score -2387182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2387242.750000 Penalty: 3254.433350
	Iteration 26Q: 3 clusters Score -2387243 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2387292.500000 Penalty: 3254.433350
	Iteration 27Q: 3 clusters Score -2387292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2387337.250000 Penalty: 3254.433350
	Iteration 28Q: 3 clusters Score -2387337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2387400.250000 Penalty: 3254.433350
	Iteration 29Q: 3 clusters Score -2387400 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2387437.500000 Penalty: 3254.433350
	Iteration 30Q: 3 clusters Score -2387438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2387483.250000 Penalty: 3254.433350
	Iteration 31Q: 3 clusters Score -2387483 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2387519.000000 Penalty: 3254.433350
	Iteration 32Q: 3 clusters Score -2387519 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2387552.250000 Penalty: 3254.433350
	Iteration 33Q: 3 clusters Score -2387552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2387602.750000 Penalty: 3254.433350
	Iteration 34Q: 3 clusters Score -2387603 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2387641.500000 Penalty: 3254.433350
	Iteration 35Q: 3 clusters Score -2387642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2387686.750000 Penalty: 3254.433350
	Iteration 36Q: 3 clusters Score -2387687 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2387727.500000 Penalty: 3254.433350
	Iteration 37Q: 3 clusters Score -2387728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2387780.250000 Penalty: 3254.433350
	Iteration 38Q: 3 clusters Score -2387780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2387814.750000 Penalty: 3254.433350
	Iteration 39Q: 3 clusters Score -2387815 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2387858.750000 Penalty: 3254.433350
	Iteration 40F: 3 clusters Score -2387859 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2387909.250000 Penalty: 3254.433350
	Iteration 41Q: 3 clusters Score -2387909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2387945.250000 Penalty: 3254.433350
	Iteration 42Q: 3 clusters Score -2387945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2387988.500000 Penalty: 3254.433350
	Iteration 43Q: 3 clusters Score -2387988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2388009.500000 Penalty: 3254.433350
	Iteration 44Q: 3 clusters Score -2388010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2388029.000000 Penalty: 3254.433350
	Iteration 45Q: 3 clusters Score -2388029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2388047.500000 Penalty: 3254.433350
	Iteration 46Q: 3 clusters Score -2388048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2388065.250000 Penalty: 3254.433350
	Iteration 47Q: 3 clusters Score -2388065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2388077.250000 Penalty: 3254.433350
	Iteration 48Q: 3 clusters Score -2388077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2388090.250000 Penalty: 3254.433350
	Iteration 49Q: 3 clusters Score -2388090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2388100.500000 Penalty: 3254.433350
	Iteration 50Q: 3 clusters Score -2388100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2388106.250000 Penalty: 3254.433350
	Iteration 51Q: 3 clusters Score -2388106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2388112.000000 Penalty: 3254.433350
	Iteration 52Q: 3 clusters Score -2388112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2388115.500000 Penalty: 3254.433350
	Iteration 53Q: 3 clusters Score -2388116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2388125.750000 Penalty: 3254.433350
	Iteration 54Q: 3 clusters Score -2388126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2388126.750000 Penalty: 3254.433350
	Iteration 55Q: 3 clusters Score -2388127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2388136.250000 Penalty: 3254.433350
	Iteration 56Q: 3 clusters Score -2388136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2388140.500000 Penalty: 3254.433350
	Iteration 57Q: 3 clusters Score -2388140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2388144.250000 Penalty: 3254.433350
	Iteration 58Q: 3 clusters Score -2388144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2388148.250000 Penalty: 3254.433350
	Iteration 59Q: 3 clusters Score -2388148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2388148.750000 Penalty: 3254.433350
	Iteration 60F: 3 clusters Score -2388149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2388148.750000 Penalty: 3254.433350
	Iteration 61Q: 3 clusters Score -2388149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2388145.750000 Penalty: 3254.433350
	Iteration 62Q: 3 clusters Score -2388146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2388152.000000 Penalty: 3254.433350
	Iteration 63Q: 3 clusters Score -2388152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2388153.500000 Penalty: 3254.433350
	Iteration 64Q: 3 clusters Score -2388154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2388156.500000 Penalty: 3254.433350
	Iteration 65Q: 3 clusters Score -2388156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2388159.500000 Penalty: 3254.433350
	Iteration 66Q: 3 clusters Score -2388160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2388156.000000 Penalty: 3254.433350
	Iteration 67Q: 3 clusters Score -2388156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2388160.500000 Penalty: 3254.433350
	Iteration 68Q: 3 clusters Score -2388160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2388159.500000 Penalty: 3254.433350
	Iteration 69Q: 3 clusters Score -2388160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2388162.250000 Penalty: 3254.433350
	Iteration 70Q: 3 clusters Score -2388162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2388164.500000 Penalty: 3254.433350
	Iteration 71Q: 3 clusters Score -2388164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2388165.500000 Penalty: 3254.433350
	Iteration 72Q: 3 clusters Score -2388166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2388162.500000 Penalty: 3254.433350
	Iteration 73Q: 3 clusters Score -2388162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2388165.250000 Penalty: 3254.433350
	Iteration 74Q: 3 clusters Score -2388165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2388161.250000 Penalty: 3254.433350
	Iteration 75Q: 3 clusters Score -2388161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2388159.750000 Penalty: 3254.433350
	Iteration 76Q: 3 clusters Score -2388160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2388161.000000 Penalty: 3254.433350
	Iteration 77Q: 3 clusters Score -2388161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2388161.000000 Penalty: 3254.433350
	Iteration 78F: 3 clusters Score -2388161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -111051.789062 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -111051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109547.882812 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -109547.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109884.085938 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -109884.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110024.664062 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -110024.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110164.898438 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -110164.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110287.507812 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -110287.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110435.929688 Penalty: 2276.586670
	Iteration 5F: 3 clusters Score -110435.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110571.625000 Penalty: 2276.586670
	Iteration 6F: 3 clusters Score -110571.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -110670.773438 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -110670.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -110745.093750 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -110745.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -110830.812500 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -110830.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110958.656250 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -110958.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111012.851562 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -111012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111025.015625 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -111025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -111027.789062 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -111027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111028.617188 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -111028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111028.617188 Penalty: 2276.586670
	Iteration 15F: 3 clusters Score -111028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -252552.250000 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -252552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -250077.031250 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -250077 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -250638.968750 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -250639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -250791.812500 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -250791.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -250915.375000 Penalty: 2555.811523
	Iteration 3F: 3 clusters Score -250915.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251020.593750 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -251020.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251125.625000 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -251125.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -251205.718750 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -251205.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -251285.687500 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -251285.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -251370.218750 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -251370.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251481.265625 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -251481.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251585.218750 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -251585.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -251647.640625 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -251647.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -251702.328125 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -251702.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -251754.531250 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -251754.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -251800.546875 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -251800.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251832.031250 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -251832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -251855.437500 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -251855.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -251872.640625 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -251872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -251886.015625 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -251886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -251894.843750 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -251894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -251905.062500 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -251905.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -251914.531250 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -251914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -251926.000000 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -251926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -251938.484375 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -251938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251946.859375 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -251946.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251954.875000 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -251954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -251961.171875 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -251961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -251969.375000 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -251969.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -251982.140625 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -251982.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -251997.546875 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -251997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -252009.937500 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -252009.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -252021.968750 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -252022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -252038.156250 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -252038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -252059.578125 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -252059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -252077.875000 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -252077.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -252091.296875 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -252091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -252099.437500 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -252099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -252104.281250 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -252104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -252105.093750 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -252105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -252105.234375 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -252105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -252105.234375 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -252105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Entering Unmasked Estep 
Score: -3774870.750000 Penalty: 1708.200317
	Iteration 0F: 2 clusters Score -3774871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3750198.000000 Penalty: 3416.400635
	Iteration 0F: 3 clusters Score -3750198 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3759674.500000 Penalty: 3416.400635
	Iteration 1F: 3 clusters Score -3759674 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3760190.000000 Penalty: 3416.400635
	Iteration 2Q: 3 clusters Score -3760190 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3760773.250000 Penalty: 3416.400635
	Iteration 3Q: 3 clusters Score -3760773 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3761582.000000 Penalty: 3416.400635
	Iteration 4Q: 3 clusters Score -3761582 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3762727.500000 Penalty: 3416.400635
	Iteration 5F: 3 clusters Score -3762728 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3764353.250000 Penalty: 3416.400635
	Iteration 6F: 3 clusters Score -3764353 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3766354.000000 Penalty: 3416.400635
	Iteration 7F: 3 clusters Score -3766354 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3768349.750000 Penalty: 3416.400635
	Iteration 8F: 3 clusters Score -3768350 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3770222.000000 Penalty: 3416.400635
	Iteration 9F: 3 clusters Score -3770222 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3771805.250000 Penalty: 3416.400635
	Iteration 10Q: 3 clusters Score -3771805 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3772619.500000 Penalty: 3416.400635
	Iteration 11Q: 3 clusters Score -3772620 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3772967.750000 Penalty: 3416.400635
	Iteration 12Q: 3 clusters Score -3772968 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3773163.750000 Penalty: 3416.400635
	Iteration 13Q: 3 clusters Score -3773164 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3773273.500000 Penalty: 3416.400635
	Iteration 14Q: 3 clusters Score -3773274 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3773355.750000 Penalty: 3416.400635
	Iteration 15Q: 3 clusters Score -3773356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3773406.500000 Penalty: 3416.400635
	Iteration 16Q: 3 clusters Score -3773406 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3773459.000000 Penalty: 3416.400635
	Iteration 17Q: 3 clusters Score -3773459 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3773478.250000 Penalty: 3416.400635
	Iteration 18Q: 3 clusters Score -3773478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3773497.750000 Penalty: 3416.400635
	Iteration 19Q: 3 clusters Score -3773498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3773504.750000 Penalty: 3416.400635
	Iteration 20F: 3 clusters Score -3773505 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3773507.000000 Penalty: 3416.400635
	Iteration 21Q: 3 clusters Score -3773507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3773515.500000 Penalty: 3416.400635
	Iteration 22Q: 3 clusters Score -3773516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3773516.000000 Penalty: 3416.400635
	Iteration 23Q: 3 clusters Score -3773516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3773528.750000 Penalty: 3416.400635
	Iteration 24Q: 3 clusters Score -3773529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3773543.250000 Penalty: 3416.400635
	Iteration 25Q: 3 clusters Score -3773543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3773544.250000 Penalty: 3416.400635
	Iteration 26Q: 3 clusters Score -3773544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3773553.500000 Penalty: 3416.400635
	Iteration 27Q: 3 clusters Score -3773554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3773565.750000 Penalty: 3416.400635
	Iteration 28Q: 3 clusters Score -3773566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3773579.500000 Penalty: 3416.400635
	Iteration 29Q: 3 clusters Score -3773580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3773589.250000 Penalty: 3416.400635
	Iteration 30Q: 3 clusters Score -3773589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3773583.250000 Penalty: 3416.400635
	Iteration 31Q: 3 clusters Score -3773583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3773580.500000 Penalty: 3416.400635
	Iteration 32Q: 3 clusters Score -3773580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3773598.500000 Penalty: 3416.400635
	Iteration 33Q: 3 clusters Score -3773598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3773587.500000 Penalty: 3416.400635
	Iteration 34Q: 3 clusters Score -3773588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3773594.250000 Penalty: 3416.400635
	Iteration 35Q: 3 clusters Score -3773594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3773591.750000 Penalty: 3416.400635
	Iteration 36Q: 3 clusters Score -3773592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3773602.000000 Penalty: 3416.400635
	Iteration 37Q: 3 clusters Score -3773602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3773606.500000 Penalty: 3416.400635
	Iteration 38Q: 3 clusters Score -3773606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3773607.750000 Penalty: 3416.400635
	Iteration 39Q: 3 clusters Score -3773608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3773618.000000 Penalty: 3416.400635
	Iteration 40F: 3 clusters Score -3773618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3773622.500000 Penalty: 3416.400635
	Iteration 41Q: 3 clusters Score -3773622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3773617.250000 Penalty: 3416.400635
	Iteration 42Q: 3 clusters Score -3773617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3773624.750000 Penalty: 3416.400635
	Iteration 43Q: 3 clusters Score -3773625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3773626.250000 Penalty: 3416.400635
	Iteration 44Q: 3 clusters Score -3773626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3773626.000000 Penalty: 3416.400635
	Iteration 45Q: 3 clusters Score -3773626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3773622.500000 Penalty: 3416.400635
	Iteration 46Q: 3 clusters Score -3773622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3773624.250000 Penalty: 3416.400635
	Iteration 47Q: 3 clusters Score -3773624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3773623.500000 Penalty: 3416.400635
	Iteration 48Q: 3 clusters Score -3773624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3773622.750000 Penalty: 3416.400635
	Iteration 49Q: 3 clusters Score -3773623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3773620.500000 Penalty: 3416.400635
	Iteration 50Q: 3 clusters Score -3773620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3773618.750000 Penalty: 3416.400635
	Iteration 51Q: 3 clusters Score -3773619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3773620.250000 Penalty: 3416.400635
	Iteration 52Q: 3 clusters Score -3773620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3773619.750000 Penalty: 3416.400635
	Iteration 53Q: 3 clusters Score -3773620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3773622.500000 Penalty: 3416.400635
	Iteration 54Q: 3 clusters Score -3773622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3773624.250000 Penalty: 3416.400635
	Iteration 55Q: 3 clusters Score -3773624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3773622.500000 Penalty: 3416.400635
	Iteration 56Q: 3 clusters Score -3773622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3773620.500000 Penalty: 3416.400635
	Iteration 57Q: 3 clusters Score -3773620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3773621.250000 Penalty: 3416.400635
	Iteration 58Q: 3 clusters Score -3773621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3773624.000000 Penalty: 3416.400635
	Iteration 59Q: 3 clusters Score -3773624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3773624.500000 Penalty: 3416.400635
	Iteration 60F: 3 clusters Score -3773624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3773624.250000 Penalty: 3416.400635
	Iteration 61Q: 3 clusters Score -3773624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3773624.750000 Penalty: 3416.400635
	Iteration 62Q: 3 clusters Score -3773625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3773623.250000 Penalty: 3416.400635
	Iteration 63Q: 3 clusters Score -3773623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3773622.250000 Penalty: 3416.400635
	Iteration 64Q: 3 clusters Score -3773622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3773620.250000 Penalty: 3416.400635
	Iteration 65Q: 3 clusters Score -3773620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3773620.250000 Penalty: 3416.400635
	Iteration 66F: 3 clusters Score -3773620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Entering Unmasked Estep 
Score: -18664170.000000 Penalty: 1964.059937
	Iteration 0F: 2 clusters Score -1.866417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -18546022.000000 Penalty: 3928.119873
	Iteration 0F: 3 clusters Score -1.854602e+07 nChanged 86144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -18597464.000000 Penalty: 3928.119873
	Iteration 1F: 3 clusters Score -1.859746e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -18599586.000000 Penalty: 3928.119873
	Iteration 2Q: 3 clusters Score -1.859959e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -18603392.000000 Penalty: 3928.119873
	Iteration 3Q: 3 clusters Score -1.860339e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -18610310.000000 Penalty: 3928.119873
	Iteration 4F: 3 clusters Score -1.861031e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 130678 members 
Entering Unmasked Estep 
Score: -18621024.000000 Penalty: 3928.119873
	Iteration 5F: 3 clusters Score -1.862102e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -18633590.000000 Penalty: 3928.119873
	Iteration 6F: 3 clusters Score -1.863359e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -18643944.000000 Penalty: 3928.119873
	Iteration 7F: 3 clusters Score -1.864394e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -18650774.000000 Penalty: 3928.119873
	Iteration 8Q: 3 clusters Score -1.865077e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -18654894.000000 Penalty: 3928.119873
	Iteration 9Q: 3 clusters Score -1.865489e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -18657602.000000 Penalty: 3928.119873
	Iteration 10Q: 3 clusters Score -1.86576e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 172597 members 
Entering Unmasked Estep 
Score: -18659278.000000 Penalty: 3928.119873
	Iteration 11Q: 3 clusters Score -1.865928e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -18660368.000000 Penalty: 3928.119873
	Iteration 12Q: 3 clusters Score -1.866037e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -18661076.000000 Penalty: 3928.119873
	Iteration 13Q: 3 clusters Score -1.866108e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -18661538.000000 Penalty: 3928.119873
	Iteration 14Q: 3 clusters Score -1.866154e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 176242 members 
Entering Unmasked Estep 
Score: -18661832.000000 Penalty: 3928.119873
	Iteration 15Q: 3 clusters Score -1.866183e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 176508 members 
Entering Unmasked Estep 
Score: -18661992.000000 Penalty: 3928.119873
	Iteration 16Q: 3 clusters Score -1.866199e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -18662138.000000 Penalty: 3928.119873
	Iteration 17Q: 3 clusters Score -1.866214e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -18662202.000000 Penalty: 3928.119873
	Iteration 18Q: 3 clusters Score -1.86622e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 176858 members 
Entering Unmasked Estep 
Score: -18662270.000000 Penalty: 3928.119873
	Iteration 19Q: 3 clusters Score -1.866227e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -18662318.000000 Penalty: 3928.119873
	Iteration 20F: 3 clusters Score -1.866232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -18662362.000000 Penalty: 3928.119873
	Iteration 21Q: 3 clusters Score -1.866236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -18662386.000000 Penalty: 3928.119873
	Iteration 22Q: 3 clusters Score -1.866239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -18662394.000000 Penalty: 3928.119873
	Iteration 23Q: 3 clusters Score -1.866239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 177026 members 
Entering Unmasked Estep 
Score: -18662400.000000 Penalty: 3928.119873
	Iteration 24Q: 3 clusters Score -1.86624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -18662406.000000 Penalty: 3928.119873
	Iteration 25Q: 3 clusters Score -1.866241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -18662416.000000 Penalty: 3928.119873
	Iteration 26Q: 3 clusters Score -1.866242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -18662418.000000 Penalty: 3928.119873
	Iteration 27Q: 3 clusters Score -1.866242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -18662436.000000 Penalty: 3928.119873
	Iteration 28Q: 3 clusters Score -1.866244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -18662442.000000 Penalty: 3928.119873
	Iteration 29Q: 3 clusters Score -1.866244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -18662458.000000 Penalty: 3928.119873
	Iteration 30Q: 3 clusters Score -1.866246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -18662454.000000 Penalty: 3928.119873
	Iteration 31Q: 3 clusters Score -1.866245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -18662456.000000 Penalty: 3928.119873
	Iteration 32Q: 3 clusters Score -1.866246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -18662462.000000 Penalty: 3928.119873
	Iteration 33Q: 3 clusters Score -1.866246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -18662462.000000 Penalty: 3928.119873
	Iteration 34Q: 3 clusters Score -1.866246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -18662464.000000 Penalty: 3928.119873
	Iteration 35Q: 3 clusters Score -1.866246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -18662468.000000 Penalty: 3928.119873
	Iteration 36Q: 3 clusters Score -1.866247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -18662472.000000 Penalty: 3928.119873
	Iteration 37Q: 3 clusters Score -1.866247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -18662472.000000 Penalty: 3928.119873
	Iteration 38F: 3 clusters Score -1.866247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Entering Unmasked Estep 
Score: -4298783.500000 Penalty: 1722.638306
	Iteration 0F: 2 clusters Score -4298784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4271822.500000 Penalty: 3445.276611
	Iteration 0F: 3 clusters Score -4271822 nChanged 18728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4282197.000000 Penalty: 3445.276611
	Iteration 1F: 3 clusters Score -4282197 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4282768.000000 Penalty: 3445.276611
	Iteration 2Q: 3 clusters Score -4282768 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4283474.000000 Penalty: 3445.276611
	Iteration 3Q: 3 clusters Score -4283474 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -4284488.000000 Penalty: 3445.276611
	Iteration 4F: 3 clusters Score -4284488 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4286113.000000 Penalty: 3445.276611
	Iteration 5F: 3 clusters Score -4286113 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -4288493.500000 Penalty: 3445.276611
	Iteration 6F: 3 clusters Score -4288494 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -4291382.000000 Penalty: 3445.276611
	Iteration 7F: 3 clusters Score -4291382 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4294021.500000 Penalty: 3445.276611
	Iteration 8F: 3 clusters Score -4294022 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4295740.500000 Penalty: 3445.276611
	Iteration 9Q: 3 clusters Score -4295740 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4296615.500000 Penalty: 3445.276611
	Iteration 10Q: 3 clusters Score -4296616 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4296999.000000 Penalty: 3445.276611
	Iteration 11Q: 3 clusters Score -4296999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4297139.000000 Penalty: 3445.276611
	Iteration 12Q: 3 clusters Score -4297139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4297211.000000 Penalty: 3445.276611
	Iteration 13Q: 3 clusters Score -4297211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -4297264.500000 Penalty: 3445.276611
	Iteration 14Q: 3 clusters Score -4297264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4297302.000000 Penalty: 3445.276611
	Iteration 15Q: 3 clusters Score -4297302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4297329.000000 Penalty: 3445.276611
	Iteration 16Q: 3 clusters Score -4297329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4297342.000000 Penalty: 3445.276611
	Iteration 17Q: 3 clusters Score -4297342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4297358.500000 Penalty: 3445.276611
	Iteration 18Q: 3 clusters Score -4297358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -4297365.500000 Penalty: 3445.276611
	Iteration 19Q: 3 clusters Score -4297366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4297373.500000 Penalty: 3445.276611
	Iteration 20F: 3 clusters Score -4297374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4297378.500000 Penalty: 3445.276611
	Iteration 21Q: 3 clusters Score -4297378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4297382.500000 Penalty: 3445.276611
	Iteration 22Q: 3 clusters Score -4297382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4297382.500000 Penalty: 3445.276611
	Iteration 23F: 3 clusters Score -4297382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Entering Unmasked Estep 
Score: -6211140.000000 Penalty: 1782.335083
	Iteration 0F: 2 clusters Score -6211140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -6172389.500000 Penalty: 3564.670166
	Iteration 0F: 3 clusters Score -6172390 nChanged 27324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6188405.500000 Penalty: 3564.670166
	Iteration 1F: 3 clusters Score -6188406 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6189271.500000 Penalty: 3564.670166
	Iteration 2Q: 3 clusters Score -6189272 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -6190444.000000 Penalty: 3564.670166
	Iteration 3Q: 3 clusters Score -6190444 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6191896.000000 Penalty: 3564.670166
	Iteration 4Q: 3 clusters Score -6191896 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6193663.500000 Penalty: 3564.670166
	Iteration 5F: 3 clusters Score -6193664 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -6195612.500000 Penalty: 3564.670166
	Iteration 6F: 3 clusters Score -6195612 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6197646.500000 Penalty: 3564.670166
	Iteration 7F: 3 clusters Score -6197646 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6199505.000000 Penalty: 3564.670166
	Iteration 8F: 3 clusters Score -6199505 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -6201162.000000 Penalty: 3564.670166
	Iteration 9Q: 3 clusters Score -6201162 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6202576.500000 Penalty: 3564.670166
	Iteration 10Q: 3 clusters Score -6202576 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6203772.000000 Penalty: 3564.670166
	Iteration 11Q: 3 clusters Score -6203772 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -6204616.500000 Penalty: 3564.670166
	Iteration 12Q: 3 clusters Score -6204616 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -6205345.000000 Penalty: 3564.670166
	Iteration 13Q: 3 clusters Score -6205345 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -6205971.000000 Penalty: 3564.670166
	Iteration 14Q: 3 clusters Score -6205971 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6206579.500000 Penalty: 3564.670166
	Iteration 15Q: 3 clusters Score -6206580 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -6207001.000000 Penalty: 3564.670166
	Iteration 16Q: 3 clusters Score -6207001 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -6207413.000000 Penalty: 3564.670166
	Iteration 17Q: 3 clusters Score -6207413 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6207774.500000 Penalty: 3564.670166
	Iteration 18Q: 3 clusters Score -6207774 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -6208083.000000 Penalty: 3564.670166
	Iteration 19Q: 3 clusters Score -6208083 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6208344.000000 Penalty: 3564.670166
	Iteration 20F: 3 clusters Score -6208344 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -6208548.000000 Penalty: 3564.670166
	Iteration 21Q: 3 clusters Score -6208548 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -6208697.500000 Penalty: 3564.670166
	Iteration 22Q: 3 clusters Score -6208698 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6208831.000000 Penalty: 3564.670166
	Iteration 23Q: 3 clusters Score -6208831 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6208953.000000 Penalty: 3564.670166
	Iteration 24Q: 3 clusters Score -6208953 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6209036.000000 Penalty: 3564.670166
	Iteration 25Q: 3 clusters Score -6209036 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6209142.500000 Penalty: 3564.670166
	Iteration 26Q: 3 clusters Score -6209142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6209200.500000 Penalty: 3564.670166
	Iteration 27Q: 3 clusters Score -6209200 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6209258.500000 Penalty: 3564.670166
	Iteration 28Q: 3 clusters Score -6209258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6209330.000000 Penalty: 3564.670166
	Iteration 29Q: 3 clusters Score -6209330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6209386.000000 Penalty: 3564.670166
	Iteration 30Q: 3 clusters Score -6209386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6209431.000000 Penalty: 3564.670166
	Iteration 31Q: 3 clusters Score -6209431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6209437.000000 Penalty: 3564.670166
	Iteration 32Q: 3 clusters Score -6209437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6209484.500000 Penalty: 3564.670166
	Iteration 33Q: 3 clusters Score -6209484 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6209513.500000 Penalty: 3564.670166
	Iteration 34Q: 3 clusters Score -6209514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6209538.500000 Penalty: 3564.670166
	Iteration 35Q: 3 clusters Score -6209538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6209557.500000 Penalty: 3564.670166
	Iteration 36Q: 3 clusters Score -6209558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6209583.000000 Penalty: 3564.670166
	Iteration 37Q: 3 clusters Score -6209583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6209593.500000 Penalty: 3564.670166
	Iteration 38Q: 3 clusters Score -6209594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6209608.000000 Penalty: 3564.670166
	Iteration 39Q: 3 clusters Score -6209608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6209619.500000 Penalty: 3564.670166
	Iteration 40F: 3 clusters Score -6209620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6209647.000000 Penalty: 3564.670166
	Iteration 41Q: 3 clusters Score -6209647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6209646.000000 Penalty: 3564.670166
	Iteration 42Q: 3 clusters Score -6209646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6209669.000000 Penalty: 3564.670166
	Iteration 43Q: 3 clusters Score -6209669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6209671.500000 Penalty: 3564.670166
	Iteration 44Q: 3 clusters Score -6209672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6209670.500000 Penalty: 3564.670166
	Iteration 45Q: 3 clusters Score -6209670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6209684.500000 Penalty: 3564.670166
	Iteration 46Q: 3 clusters Score -6209684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6209698.000000 Penalty: 3564.670166
	Iteration 47Q: 3 clusters Score -6209698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6209695.500000 Penalty: 3564.670166
	Iteration 48Q: 3 clusters Score -6209696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6209701.500000 Penalty: 3564.670166
	Iteration 49Q: 3 clusters Score -6209702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6209705.500000 Penalty: 3564.670166
	Iteration 50Q: 3 clusters Score -6209706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6209704.500000 Penalty: 3564.670166
	Iteration 51Q: 3 clusters Score -6209704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6209701.000000 Penalty: 3564.670166
	Iteration 52Q: 3 clusters Score -6209701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6209708.000000 Penalty: 3564.670166
	Iteration 53Q: 3 clusters Score -6209708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6209710.000000 Penalty: 3564.670166
	Iteration 54Q: 3 clusters Score -6209710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6209713.500000 Penalty: 3564.670166
	Iteration 55Q: 3 clusters Score -6209714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6209708.000000 Penalty: 3564.670166
	Iteration 56Q: 3 clusters Score -6209708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6209708.500000 Penalty: 3564.670166
	Iteration 57Q: 3 clusters Score -6209708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6209721.500000 Penalty: 3564.670166
	Iteration 58Q: 3 clusters Score -6209722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6209722.000000 Penalty: 3564.670166
	Iteration 59Q: 3 clusters Score -6209722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6209722.000000 Penalty: 3564.670166
	Iteration 60F: 3 clusters Score -6209722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6209724.500000 Penalty: 3564.670166
	Iteration 61Q: 3 clusters Score -6209724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6209734.500000 Penalty: 3564.670166
	Iteration 62Q: 3 clusters Score -6209734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6209741.500000 Penalty: 3564.670166
	Iteration 63Q: 3 clusters Score -6209742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6209749.000000 Penalty: 3564.670166
	Iteration 64Q: 3 clusters Score -6209749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6209741.500000 Penalty: 3564.670166
	Iteration 65Q: 3 clusters Score -6209742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6209745.500000 Penalty: 3564.670166
	Iteration 66Q: 3 clusters Score -6209746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6209743.500000 Penalty: 3564.670166
	Iteration 67Q: 3 clusters Score -6209744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6209748.500000 Penalty: 3564.670166
	Iteration 68Q: 3 clusters Score -6209748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6209754.500000 Penalty: 3564.670166
	Iteration 69Q: 3 clusters Score -6209754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6209755.500000 Penalty: 3564.670166
	Iteration 70Q: 3 clusters Score -6209756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6209758.000000 Penalty: 3564.670166
	Iteration 71Q: 3 clusters Score -6209758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6209761.000000 Penalty: 3564.670166
	Iteration 72Q: 3 clusters Score -6209761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6209761.000000 Penalty: 3564.670166
	Iteration 73F: 3 clusters Score -6209761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Entering Unmasked Estep 
Score: -2008989.750000 Penalty: 1598.803223
	Iteration 0F: 2 clusters Score -2008990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1996162.875000 Penalty: 3197.606445
	Iteration 0F: 3 clusters Score -1996163 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2000579.500000 Penalty: 3197.606445
	Iteration 1F: 3 clusters Score -2000580 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2000834.500000 Penalty: 3197.606445
	Iteration 2Q: 3 clusters Score -2000834 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2001020.500000 Penalty: 3197.606445
	Iteration 3Q: 3 clusters Score -2001020 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2001171.625000 Penalty: 3197.606445
	Iteration 4Q: 3 clusters Score -2001172 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2001316.875000 Penalty: 3197.606445
	Iteration 5Q: 3 clusters Score -2001317 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2001463.000000 Penalty: 3197.606445
	Iteration 6Q: 3 clusters Score -2001463 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2001639.875000 Penalty: 3197.606445
	Iteration 7Q: 3 clusters Score -2001640 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2001882.625000 Penalty: 3197.606445
	Iteration 8Q: 3 clusters Score -2001883 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2002232.750000 Penalty: 3197.606445
	Iteration 9Q: 3 clusters Score -2002233 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2002685.750000 Penalty: 3197.606445
	Iteration 10Q: 3 clusters Score -2002686 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2003301.250000 Penalty: 3197.606445
	Iteration 11F: 3 clusters Score -2003301 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2004072.625000 Penalty: 3197.606445
	Iteration 12F: 3 clusters Score -2004073 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2005008.125000 Penalty: 3197.606445
	Iteration 13F: 3 clusters Score -2005008 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2005844.250000 Penalty: 3197.606445
	Iteration 14F: 3 clusters Score -2005844 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2006448.000000 Penalty: 3197.606445
	Iteration 15Q: 3 clusters Score -2006448 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2006871.000000 Penalty: 3197.606445
	Iteration 16Q: 3 clusters Score -2006871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2007127.500000 Penalty: 3197.606445
	Iteration 17Q: 3 clusters Score -2007128 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2007296.875000 Penalty: 3197.606445
	Iteration 18Q: 3 clusters Score -2007297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2007426.500000 Penalty: 3197.606445
	Iteration 19Q: 3 clusters Score -2007426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2007514.250000 Penalty: 3197.606445
	Iteration 20F: 3 clusters Score -2007514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2007561.125000 Penalty: 3197.606445
	Iteration 21Q: 3 clusters Score -2007561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2007593.125000 Penalty: 3197.606445
	Iteration 22Q: 3 clusters Score -2007593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2007623.250000 Penalty: 3197.606445
	Iteration 23Q: 3 clusters Score -2007623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2007643.500000 Penalty: 3197.606445
	Iteration 24Q: 3 clusters Score -2007644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2007659.125000 Penalty: 3197.606445
	Iteration 25Q: 3 clusters Score -2007659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2007665.000000 Penalty: 3197.606445
	Iteration 26Q: 3 clusters Score -2007665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2007671.250000 Penalty: 3197.606445
	Iteration 27Q: 3 clusters Score -2007671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2007683.000000 Penalty: 3197.606445
	Iteration 28Q: 3 clusters Score -2007683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2007689.250000 Penalty: 3197.606445
	Iteration 29Q: 3 clusters Score -2007689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2007691.750000 Penalty: 3197.606445
	Iteration 30Q: 3 clusters Score -2007692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2007691.750000 Penalty: 3197.606445
	Iteration 31F: 3 clusters Score -2007692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Entering Unmasked Estep 
Score: -5054799.000000 Penalty: 1750.213745
	Iteration 0F: 2 clusters Score -5054799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5022972.000000 Penalty: 3500.427490
	Iteration 0F: 3 clusters Score -5022972 nChanged 22243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -5035604.500000 Penalty: 3500.427490
	Iteration 1F: 3 clusters Score -5035604 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5036349.500000 Penalty: 3500.427490
	Iteration 2Q: 3 clusters Score -5036350 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5037214.000000 Penalty: 3500.427490
	Iteration 3Q: 3 clusters Score -5037214 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5038287.500000 Penalty: 3500.427490
	Iteration 4Q: 3 clusters Score -5038288 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -5039613.500000 Penalty: 3500.427490
	Iteration 5Q: 3 clusters Score -5039614 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5041329.000000 Penalty: 3500.427490
	Iteration 6F: 3 clusters Score -5041329 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -5043114.000000 Penalty: 3500.427490
	Iteration 7F: 3 clusters Score -5043114 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5044791.000000 Penalty: 3500.427490
	Iteration 8F: 3 clusters Score -5044791 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -5046169.000000 Penalty: 3500.427490
	Iteration 9F: 3 clusters Score -5046169 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5047137.500000 Penalty: 3500.427490
	Iteration 10Q: 3 clusters Score -5047138 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5047807.500000 Penalty: 3500.427490
	Iteration 11Q: 3 clusters Score -5047808 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5048276.500000 Penalty: 3500.427490
	Iteration 12Q: 3 clusters Score -5048276 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5048675.500000 Penalty: 3500.427490
	Iteration 13Q: 3 clusters Score -5048676 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -5048973.000000 Penalty: 3500.427490
	Iteration 14Q: 3 clusters Score -5048973 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5049213.000000 Penalty: 3500.427490
	Iteration 15Q: 3 clusters Score -5049213 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5049502.000000 Penalty: 3500.427490
	Iteration 16Q: 3 clusters Score -5049502 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5049767.000000 Penalty: 3500.427490
	Iteration 17Q: 3 clusters Score -5049767 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5050025.000000 Penalty: 3500.427490
	Iteration 18Q: 3 clusters Score -5050025 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5050300.000000 Penalty: 3500.427490
	Iteration 19Q: 3 clusters Score -5050300 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5050591.000000 Penalty: 3500.427490
	Iteration 20F: 3 clusters Score -5050591 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5050871.500000 Penalty: 3500.427490
	Iteration 21Q: 3 clusters Score -5050872 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5051155.000000 Penalty: 3500.427490
	Iteration 22Q: 3 clusters Score -5051155 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5051408.500000 Penalty: 3500.427490
	Iteration 23Q: 3 clusters Score -5051408 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5051677.500000 Penalty: 3500.427490
	Iteration 24Q: 3 clusters Score -5051678 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -5051947.500000 Penalty: 3500.427490
	Iteration 25Q: 3 clusters Score -5051948 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -5052201.000000 Penalty: 3500.427490
	Iteration 26Q: 3 clusters Score -5052201 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5052470.000000 Penalty: 3500.427490
	Iteration 27Q: 3 clusters Score -5052470 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5052699.000000 Penalty: 3500.427490
	Iteration 28Q: 3 clusters Score -5052699 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5052866.500000 Penalty: 3500.427490
	Iteration 29Q: 3 clusters Score -5052866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -5052981.500000 Penalty: 3500.427490
	Iteration 30Q: 3 clusters Score -5052982 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -5053063.500000 Penalty: 3500.427490
	Iteration 31Q: 3 clusters Score -5053064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -5053122.000000 Penalty: 3500.427490
	Iteration 32Q: 3 clusters Score -5053122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5053169.500000 Penalty: 3500.427490
	Iteration 33Q: 3 clusters Score -5053170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5053206.000000 Penalty: 3500.427490
	Iteration 34Q: 3 clusters Score -5053206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -5053229.500000 Penalty: 3500.427490
	Iteration 35Q: 3 clusters Score -5053230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5053262.000000 Penalty: 3500.427490
	Iteration 36Q: 3 clusters Score -5053262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -5053272.500000 Penalty: 3500.427490
	Iteration 37Q: 3 clusters Score -5053272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5053300.000000 Penalty: 3500.427490
	Iteration 38Q: 3 clusters Score -5053300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -5053314.500000 Penalty: 3500.427490
	Iteration 39Q: 3 clusters Score -5053314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5053312.000000 Penalty: 3500.427490
	Iteration 40F: 3 clusters Score -5053312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5053327.000000 Penalty: 3500.427490
	Iteration 41Q: 3 clusters Score -5053327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -5053330.000000 Penalty: 3500.427490
	Iteration 42Q: 3 clusters Score -5053330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -5053336.000000 Penalty: 3500.427490
	Iteration 43Q: 3 clusters Score -5053336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -5053332.500000 Penalty: 3500.427490
	Iteration 44Q: 3 clusters Score -5053332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -5053336.500000 Penalty: 3500.427490
	Iteration 45Q: 3 clusters Score -5053336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5053339.000000 Penalty: 3500.427490
	Iteration 46Q: 3 clusters Score -5053339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5053339.500000 Penalty: 3500.427490
	Iteration 47Q: 3 clusters Score -5053340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5053333.000000 Penalty: 3500.427490
	Iteration 48Q: 3 clusters Score -5053333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5053334.000000 Penalty: 3500.427490
	Iteration 49Q: 3 clusters Score -5053334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5053333.500000 Penalty: 3500.427490
	Iteration 50Q: 3 clusters Score -5053334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5053333.500000 Penalty: 3500.427490
	Iteration 51F: 3 clusters Score -5053334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Entering Unmasked Estep 
Score: -3679088.000000 Penalty: 1697.364014
	Iteration 0F: 2 clusters Score -3679088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3656023.500000 Penalty: 3394.728027
	Iteration 0F: 3 clusters Score -3656024 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3664885.000000 Penalty: 3394.728027
	Iteration 1F: 3 clusters Score -3664885 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3665251.250000 Penalty: 3394.728027
	Iteration 2Q: 3 clusters Score -3665251 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3665661.750000 Penalty: 3394.728027
	Iteration 3Q: 3 clusters Score -3665662 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3666183.000000 Penalty: 3394.728027
	Iteration 4Q: 3 clusters Score -3666183 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3666798.750000 Penalty: 3394.728027
	Iteration 5Q: 3 clusters Score -3666799 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3667699.500000 Penalty: 3394.728027
	Iteration 6F: 3 clusters Score -3667700 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3668935.500000 Penalty: 3394.728027
	Iteration 7F: 3 clusters Score -3668936 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3670558.500000 Penalty: 3394.728027
	Iteration 8F: 3 clusters Score -3670558 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3672386.750000 Penalty: 3394.728027
	Iteration 9F: 3 clusters Score -3672387 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3673927.750000 Penalty: 3394.728027
	Iteration 10F: 3 clusters Score -3673928 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3675004.500000 Penalty: 3394.728027
	Iteration 11Q: 3 clusters Score -3675004 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3675680.750000 Penalty: 3394.728027
	Iteration 12Q: 3 clusters Score -3675681 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3676212.250000 Penalty: 3394.728027
	Iteration 13Q: 3 clusters Score -3676212 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3676616.500000 Penalty: 3394.728027
	Iteration 14Q: 3 clusters Score -3676616 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3676909.500000 Penalty: 3394.728027
	Iteration 15Q: 3 clusters Score -3676910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3677114.250000 Penalty: 3394.728027
	Iteration 16Q: 3 clusters Score -3677114 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3677229.500000 Penalty: 3394.728027
	Iteration 17Q: 3 clusters Score -3677230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3677313.000000 Penalty: 3394.728027
	Iteration 18Q: 3 clusters Score -3677313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3677389.000000 Penalty: 3394.728027
	Iteration 19Q: 3 clusters Score -3677389 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3677438.750000 Penalty: 3394.728027
	Iteration 20F: 3 clusters Score -3677439 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3677487.000000 Penalty: 3394.728027
	Iteration 21Q: 3 clusters Score -3677487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3677519.750000 Penalty: 3394.728027
	Iteration 22Q: 3 clusters Score -3677520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3677556.750000 Penalty: 3394.728027
	Iteration 23Q: 3 clusters Score -3677557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3677566.750000 Penalty: 3394.728027
	Iteration 24Q: 3 clusters Score -3677567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3677580.500000 Penalty: 3394.728027
	Iteration 25Q: 3 clusters Score -3677580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3677591.000000 Penalty: 3394.728027
	Iteration 26Q: 3 clusters Score -3677591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3677597.250000 Penalty: 3394.728027
	Iteration 27Q: 3 clusters Score -3677597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3677604.500000 Penalty: 3394.728027
	Iteration 28Q: 3 clusters Score -3677604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3677610.250000 Penalty: 3394.728027
	Iteration 29Q: 3 clusters Score -3677610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3677620.500000 Penalty: 3394.728027
	Iteration 30Q: 3 clusters Score -3677620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3677626.500000 Penalty: 3394.728027
	Iteration 31Q: 3 clusters Score -3677626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3677634.250000 Penalty: 3394.728027
	Iteration 32Q: 3 clusters Score -3677634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3677634.500000 Penalty: 3394.728027
	Iteration 33Q: 3 clusters Score -3677634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3677642.750000 Penalty: 3394.728027
	Iteration 34Q: 3 clusters Score -3677643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3677645.500000 Penalty: 3394.728027
	Iteration 35Q: 3 clusters Score -3677646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3677649.500000 Penalty: 3394.728027
	Iteration 36Q: 3 clusters Score -3677650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3677654.000000 Penalty: 3394.728027
	Iteration 37Q: 3 clusters Score -3677654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3677666.000000 Penalty: 3394.728027
	Iteration 38Q: 3 clusters Score -3677666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3677682.250000 Penalty: 3394.728027
	Iteration 39Q: 3 clusters Score -3677682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3677690.000000 Penalty: 3394.728027
	Iteration 40F: 3 clusters Score -3677690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3677696.250000 Penalty: 3394.728027
	Iteration 41Q: 3 clusters Score -3677696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3677698.000000 Penalty: 3394.728027
	Iteration 42Q: 3 clusters Score -3677698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3677706.250000 Penalty: 3394.728027
	Iteration 43Q: 3 clusters Score -3677706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3677704.750000 Penalty: 3394.728027
	Iteration 44Q: 3 clusters Score -3677705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3677711.250000 Penalty: 3394.728027
	Iteration 45Q: 3 clusters Score -3677711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3677714.250000 Penalty: 3394.728027
	Iteration 46Q: 3 clusters Score -3677714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3677712.500000 Penalty: 3394.728027
	Iteration 47Q: 3 clusters Score -3677712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3677717.000000 Penalty: 3394.728027
	Iteration 48Q: 3 clusters Score -3677717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3677722.500000 Penalty: 3394.728027
	Iteration 49Q: 3 clusters Score -3677722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3677724.000000 Penalty: 3394.728027
	Iteration 50Q: 3 clusters Score -3677724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3677718.000000 Penalty: 3394.728027
	Iteration 51Q: 3 clusters Score -3677718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3677722.000000 Penalty: 3394.728027
	Iteration 52Q: 3 clusters Score -3677722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3677725.000000 Penalty: 3394.728027
	Iteration 53Q: 3 clusters Score -3677725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3677725.250000 Penalty: 3394.728027
	Iteration 54Q: 3 clusters Score -3677725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3677725.750000 Penalty: 3394.728027
	Iteration 55Q: 3 clusters Score -3677726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3677725.000000 Penalty: 3394.728027
	Iteration 56Q: 3 clusters Score -3677725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3677725.000000 Penalty: 3394.728027
	Iteration 57F: 3 clusters Score -3677725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -515938.406250 Penalty: 1390.635864
	Iteration 0F: 2 clusters Score -515938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -511977.468750 Penalty: 2781.271729
	Iteration 0F: 3 clusters Score -511977.5 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -513644.500000 Penalty: 2781.271729
	Iteration 1F: 3 clusters Score -513644.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -514387.125000 Penalty: 2781.271729
	Iteration 2F: 3 clusters Score -514387.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -514960.593750 Penalty: 2781.271729
	Iteration 3F: 3 clusters Score -514960.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -515361.906250 Penalty: 2781.271729
	Iteration 4F: 3 clusters Score -515361.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -515594.125000 Penalty: 2781.271729
	Iteration 5F: 3 clusters Score -515594.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -515726.687500 Penalty: 2781.271729
	Iteration 6Q: 3 clusters Score -515726.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -515794.968750 Penalty: 2781.271729
	Iteration 7Q: 3 clusters Score -515795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -515834.125000 Penalty: 2781.271729
	Iteration 8Q: 3 clusters Score -515834.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -515860.062500 Penalty: 2781.271729
	Iteration 9Q: 3 clusters Score -515860.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -515872.718750 Penalty: 2781.271729
	Iteration 10Q: 3 clusters Score -515872.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -515881.406250 Penalty: 2781.271729
	Iteration 11Q: 3 clusters Score -515881.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -515887.906250 Penalty: 2781.271729
	Iteration 12Q: 3 clusters Score -515887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -515893.531250 Penalty: 2781.271729
	Iteration 13Q: 3 clusters Score -515893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -515897.875000 Penalty: 2781.271729
	Iteration 14Q: 3 clusters Score -515897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -515902.625000 Penalty: 2781.271729
	Iteration 15Q: 3 clusters Score -515902.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -515905.468750 Penalty: 2781.271729
	Iteration 16Q: 3 clusters Score -515905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -515906.250000 Penalty: 2781.271729
	Iteration 17Q: 3 clusters Score -515906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -515907.281250 Penalty: 2781.271729
	Iteration 18Q: 3 clusters Score -515907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -515909.437500 Penalty: 2781.271729
	Iteration 19Q: 3 clusters Score -515909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -515911.437500 Penalty: 2781.271729
	Iteration 20F: 3 clusters Score -515911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -515912.781250 Penalty: 2781.271729
	Iteration 21Q: 3 clusters Score -515912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -515913.718750 Penalty: 2781.271729
	Iteration 22Q: 3 clusters Score -515913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -515914.343750 Penalty: 2781.271729
	Iteration 23Q: 3 clusters Score -515914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -515914.343750 Penalty: 2781.271729
	Iteration 24F: 3 clusters Score -515914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -51972.558594 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -51972.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50906.710938 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -50906.71 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51183.949219 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -51183.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51313.628906 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -51313.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51403.695312 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -51403.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51464.277344 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -51464.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51543.828125 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -51543.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51624.613281 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -51624.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51643.265625 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -51643.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51650.308594 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -51650.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51654.531250 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -51654.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51661.765625 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -51661.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51671.277344 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -51671.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51692.234375 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -51692.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51712.843750 Penalty: 2087.027344
	Iteration 13Q: 3 clusters Score -51712.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -51720.476562 Penalty: 2087.027344
	Iteration 14Q: 3 clusters Score -51720.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51722.890625 Penalty: 2087.027344
	Iteration 15Q: 3 clusters Score -51722.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51729.351562 Penalty: 2087.027344
	Iteration 16Q: 3 clusters Score -51729.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51732.218750 Penalty: 2087.027344
	Iteration 17Q: 3 clusters Score -51732.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51741.726562 Penalty: 2087.027344
	Iteration 18F: 3 clusters Score -51741.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51763.664062 Penalty: 2087.027344
	Iteration 19Q: 3 clusters Score -51763.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51767.988281 Penalty: 2087.027344
	Iteration 20F: 3 clusters Score -51767.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51770.824219 Penalty: 2087.027344
	Iteration 21Q: 3 clusters Score -51770.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51770.824219 Penalty: 2087.027344
	Iteration 22F: 3 clusters Score -51770.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 149311 members 
Mstep: Class 3 contains 50491 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 36754 members 
Mstep: Class 11 contains 177464 members 
Mstep: Class 12 contains 40169 members 
Mstep: Class 13 contains 58001 members 
Mstep: Class 15 contains 18747 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 34383 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198088.000000 Penalty: 41459.531250
Iteration 79Q: 20 clusters Score -7.019809e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 149690 members 
Mstep: Class 3 contains 50498 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 22360 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 36767 members 
Mstep: Class 11 contains 177112 members 
Mstep: Class 12 contains 40182 members 
Mstep: Class 13 contains 58029 members 
Mstep: Class 14 contains 7610 members 
Mstep: Class 15 contains 18789 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 34429 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199184.000000 Penalty: 41459.531250
Iteration 80F: 20 clusters Score -7.019918e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 149030 members 
Mstep: Class 3 contains 50493 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 22391 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 36778 members 
Mstep: Class 11 contains 176770 members 
Mstep: Class 12 contains 40172 members 
Mstep: Class 13 contains 58007 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 18820 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 34440 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199904.000000 Penalty: 41459.531250
Iteration 81Q: 20 clusters Score -7.01999e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 148544 members 
Mstep: Class 3 contains 50494 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 22423 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 36783 members 
Mstep: Class 11 contains 176287 members 
Mstep: Class 12 contains 40177 members 
Mstep: Class 13 contains 57990 members 
Mstep: Class 14 contains 8746 members 
Mstep: Class 15 contains 18828 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200280.000000 Penalty: 41459.531250
Iteration 82Q: 20 clusters Score -7.020028e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 148302 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 22461 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 36793 members 
Mstep: Class 11 contains 175627 members 
Mstep: Class 12 contains 40185 members 
Mstep: Class 13 contains 57986 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 18833 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 34466 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200520.000000 Penalty: 41459.531250
Iteration 83Q: 20 clusters Score -7.020052e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 148192 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 22493 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 36791 members 
Mstep: Class 11 contains 174941 members 
Mstep: Class 12 contains 40166 members 
Mstep: Class 13 contains 57965 members 
Mstep: Class 14 contains 9669 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 16 contains 47609 members 
Mstep: Class 17 contains 34485 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200784.000000 Penalty: 41459.531250
Iteration 84Q: 20 clusters Score -7.020078e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 148203 members 
Mstep: Class 3 contains 50506 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 7400 members 
Mstep: Class 7 contains 22541 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 174160 members 
Mstep: Class 12 contains 40128 members 
Mstep: Class 13 contains 57931 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 18849 members 
Mstep: Class 16 contains 47607 members 
Mstep: Class 17 contains 34515 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200904.000000 Penalty: 41459.531250
Iteration 85Q: 20 clusters Score -7.02009e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 148182 members 
Mstep: Class 3 contains 50509 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 22596 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 173341 members 
Mstep: Class 12 contains 40094 members 
Mstep: Class 13 contains 57915 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 34564 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200768.000000 Penalty: 41459.531250
Iteration 86Q: 20 clusters Score -7.020077e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 148134 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 22659 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 172505 members 
Mstep: Class 12 contains 40086 members 
Mstep: Class 13 contains 57893 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 18883 members 
Mstep: Class 16 contains 47609 members 
Mstep: Class 17 contains 34609 members 
Mstep: Class 18 contains 5209 members 
Mstep: Class 19 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200752.000000 Penalty: 41459.531250
Iteration 87Q: 20 clusters Score -7.020075e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 148114 members 
Mstep: Class 3 contains 50505 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 22727 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 171674 members 
Mstep: Class 12 contains 40067 members 
Mstep: Class 13 contains 57880 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 18899 members 
Mstep: Class 16 contains 47606 members 
Mstep: Class 17 contains 34647 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200528.000000 Penalty: 41459.531250
Iteration 88Q: 20 clusters Score -7.020053e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 148190 members 
Mstep: Class 3 contains 50499 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 7404 members 
Mstep: Class 7 contains 22779 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36850 members 
Mstep: Class 11 contains 170836 members 
Mstep: Class 12 contains 40046 members 
Mstep: Class 13 contains 57870 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 34695 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200512.000000 Penalty: 41459.531250
Iteration 89Q: 20 clusters Score -7.020051e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 148308 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 22848 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 36862 members 
Mstep: Class 11 contains 169968 members 
Mstep: Class 12 contains 40026 members 
Mstep: Class 13 contains 57869 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 15 contains 18927 members 
Mstep: Class 16 contains 47589 members 
Mstep: Class 17 contains 34751 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200360.000000 Penalty: 41459.531250
Iteration 90Q: 20 clusters Score -7.020036e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 148405 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 22942 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 36883 members 
Mstep: Class 11 contains 169081 members 
Mstep: Class 12 contains 40010 members 
Mstep: Class 13 contains 57870 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 18961 members 
Mstep: Class 16 contains 47573 members 
Mstep: Class 17 contains 34808 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200288.000000 Penalty: 41459.531250
Iteration 91Q: 20 clusters Score -7.020029e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 148513 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 23040 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 36900 members 
Mstep: Class 11 contains 168240 members 
Mstep: Class 12 contains 39973 members 
Mstep: Class 13 contains 57843 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 19002 members 
Mstep: Class 16 contains 47565 members 
Mstep: Class 17 contains 34877 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199968.000000 Penalty: 41459.531250
Iteration 92Q: 20 clusters Score -7.019997e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 148663 members 
Mstep: Class 3 contains 50492 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 23126 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 36932 members 
Mstep: Class 11 contains 167398 members 
Mstep: Class 12 contains 39940 members 
Mstep: Class 13 contains 57832 members 
Mstep: Class 14 contains 13242 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 34943 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200040.000000 Penalty: 41459.531250
Iteration 93Q: 20 clusters Score -7.020004e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 148813 members 
Mstep: Class 3 contains 50487 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 23208 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 36952 members 
Mstep: Class 11 contains 166574 members 
Mstep: Class 12 contains 39912 members 
Mstep: Class 13 contains 57804 members 
Mstep: Class 14 contains 13572 members 
Mstep: Class 15 contains 19061 members 
Mstep: Class 16 contains 47550 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199904.000000 Penalty: 41459.531250
Iteration 94Q: 20 clusters Score -7.01999e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 148951 members 
Mstep: Class 3 contains 50481 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 23290 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 36975 members 
Mstep: Class 11 contains 165809 members 
Mstep: Class 12 contains 39876 members 
Mstep: Class 13 contains 57759 members 
Mstep: Class 14 contains 13866 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 47543 members 
Mstep: Class 17 contains 35078 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199792.000000 Penalty: 41459.531250
Iteration 95Q: 20 clusters Score -7.019979e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 149046 members 
Mstep: Class 3 contains 50473 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 23372 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 37013 members 
Mstep: Class 11 contains 165067 members 
Mstep: Class 12 contains 39840 members 
Mstep: Class 13 contains 57726 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 19140 members 
Mstep: Class 16 contains 47539 members 
Mstep: Class 17 contains 35149 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199680.000000 Penalty: 41459.531250
Iteration 96Q: 20 clusters Score -7.019968e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 149214 members 
Mstep: Class 3 contains 50466 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 23438 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 37039 members 
Mstep: Class 11 contains 164379 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 57688 members 
Mstep: Class 14 contains 14345 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 47530 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199520.000000 Penalty: 41459.531250
Iteration 97Q: 20 clusters Score -7.019952e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 149355 members 
Mstep: Class 3 contains 50465 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7405 members 
Mstep: Class 7 contains 23495 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 37065 members 
Mstep: Class 11 contains 163704 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 57645 members 
Mstep: Class 14 contains 14569 members 
Mstep: Class 15 contains 19225 members 
Mstep: Class 16 contains 47521 members 
Mstep: Class 17 contains 35276 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199320.000000 Penalty: 41459.531250
Iteration 98Q: 20 clusters Score -7.019932e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 149459 members 
Mstep: Class 3 contains 50461 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7405 members 
Mstep: Class 7 contains 23546 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 37086 members 
Mstep: Class 11 contains 163076 members 
Mstep: Class 12 contains 39741 members 
Mstep: Class 13 contains 57599 members 
Mstep: Class 14 contains 14768 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 47530 members 
Mstep: Class 17 contains 35340 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199304.000000 Penalty: 41459.531250
Iteration 99Q: 20 clusters Score -7.01993e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 149583 members 
Mstep: Class 3 contains 50464 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7405 members 
Mstep: Class 7 contains 23590 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 162486 members 
Mstep: Class 12 contains 39709 members 
Mstep: Class 13 contains 57562 members 
Mstep: Class 14 contains 14949 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 47536 members 
Mstep: Class 17 contains 35399 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199336.000000 Penalty: 41459.531250
Iteration 100F: 20 clusters Score -7.019934e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 149572 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 23632 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 37119 members 
Mstep: Class 11 contains 161881 members 
Mstep: Class 12 contains 39670 members 
Mstep: Class 13 contains 57534 members 
Mstep: Class 14 contains 15296 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 47544 members 
Mstep: Class 17 contains 35464 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199624.000000 Penalty: 41459.531250
Iteration 101Q: 20 clusters Score -7.019962e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 149482 members 
Mstep: Class 3 contains 50450 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 23674 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 37134 members 
Mstep: Class 11 contains 161287 members 
Mstep: Class 12 contains 39653 members 
Mstep: Class 13 contains 57504 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 47549 members 
Mstep: Class 17 contains 35526 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199416.000000 Penalty: 41459.531250
Iteration 102Q: 20 clusters Score -7.019942e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 149369 members 
Mstep: Class 3 contains 50442 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 37162 members 
Mstep: Class 11 contains 160705 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 57475 members 
Mstep: Class 14 contains 16105 members 
Mstep: Class 15 contains 19367 members 
Mstep: Class 16 contains 47546 members 
Mstep: Class 17 contains 35573 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199488.000000 Penalty: 41459.531250
Iteration 103Q: 20 clusters Score -7.019949e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 149188 members 
Mstep: Class 3 contains 50444 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 23773 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 160212 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 57452 members 
Mstep: Class 14 contains 16530 members 
Mstep: Class 15 contains 19412 members 
Mstep: Class 16 contains 47551 members 
Mstep: Class 17 contains 35609 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199528.000000 Penalty: 41459.531250
Iteration 104Q: 20 clusters Score -7.019953e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 149022 members 
Mstep: Class 3 contains 50443 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23828 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 37187 members 
Mstep: Class 11 contains 159703 members 
Mstep: Class 12 contains 39609 members 
Mstep: Class 13 contains 57442 members 
Mstep: Class 14 contains 16927 members 
Mstep: Class 15 contains 19452 members 
Mstep: Class 16 contains 47556 members 
Mstep: Class 17 contains 35640 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199696.000000 Penalty: 41459.531250
Iteration 105Q: 20 clusters Score -7.01997e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 148794 members 
Mstep: Class 3 contains 50439 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 23875 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 37206 members 
Mstep: Class 11 contains 159230 members 
Mstep: Class 12 contains 39587 members 
Mstep: Class 13 contains 57446 members 
Mstep: Class 14 contains 17365 members 
Mstep: Class 15 contains 19495 members 
Mstep: Class 16 contains 47557 members 
Mstep: Class 17 contains 35683 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199696.000000 Penalty: 41459.531250
Iteration 106Q: 20 clusters Score -7.01997e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 148593 members 
Mstep: Class 3 contains 50441 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 23921 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 37227 members 
Mstep: Class 11 contains 158726 members 
Mstep: Class 12 contains 39571 members 
Mstep: Class 13 contains 57454 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 19515 members 
Mstep: Class 16 contains 47560 members 
Mstep: Class 17 contains 35706 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199720.000000 Penalty: 41459.531250
Iteration 107Q: 20 clusters Score -7.019972e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 148340 members 
Mstep: Class 3 contains 50441 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 23977 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 37240 members 
Mstep: Class 11 contains 158293 members 
Mstep: Class 12 contains 39560 members 
Mstep: Class 13 contains 57471 members 
Mstep: Class 14 contains 18337 members 
Mstep: Class 15 contains 19536 members 
Mstep: Class 16 contains 47553 members 
Mstep: Class 17 contains 35727 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199688.000000 Penalty: 41459.531250
Iteration 108Q: 20 clusters Score -7.019969e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 148029 members 
Mstep: Class 3 contains 50445 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24018 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 157883 members 
Mstep: Class 12 contains 39535 members 
Mstep: Class 13 contains 57483 members 
Mstep: Class 14 contains 18864 members 
Mstep: Class 15 contains 19581 members 
Mstep: Class 16 contains 47545 members 
Mstep: Class 17 contains 35749 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199728.000000 Penalty: 41459.531250
Iteration 109Q: 20 clusters Score -7.019973e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 147732 members 
Mstep: Class 3 contains 50443 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 24056 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 157495 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 57492 members 
Mstep: Class 14 contains 19399 members 
Mstep: Class 15 contains 19627 members 
Mstep: Class 16 contains 47550 members 
Mstep: Class 17 contains 35762 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199976.000000 Penalty: 41459.531250
Iteration 110Q: 20 clusters Score -7.019998e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 147382 members 
Mstep: Class 3 contains 50436 members 
Mstep: Class 4 contains 239 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 24097 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 157147 members 
Mstep: Class 12 contains 39485 members 
Mstep: Class 13 contains 57519 members 
Mstep: Class 14 contains 19955 members 
Mstep: Class 15 contains 19660 members 
Mstep: Class 16 contains 47553 members 
Mstep: Class 17 contains 35774 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200200.000000 Penalty: 41459.531250
Iteration 111Q: 20 clusters Score -7.02002e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 146916 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 11 contains 156865 members 
Mstep: Class 12 contains 39476 members 
Mstep: Class 13 contains 57559 members 
Mstep: Class 14 contains 20527 members 
Mstep: Class 15 contains 19700 members 
Mstep: Class 16 contains 47557 members 
Mstep: Class 17 contains 35783 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200528.000000 Penalty: 41459.531250
Iteration 112Q: 20 clusters Score -7.020053e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 146434 members 
Mstep: Class 3 contains 50418 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 24179 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 156630 members 
Mstep: Class 12 contains 39464 members 
Mstep: Class 13 contains 57580 members 
Mstep: Class 14 contains 21139 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 47543 members 
Mstep: Class 17 contains 35784 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200528.000000 Penalty: 41459.531250
Iteration 113Q: 20 clusters Score -7.020053e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 145865 members 
Mstep: Class 3 contains 50414 members 
Mstep: Class 4 contains 259 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 7421 members 
Mstep: Class 7 contains 24210 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 11 contains 156496 members 
Mstep: Class 12 contains 39466 members 
Mstep: Class 13 contains 57598 members 
Mstep: Class 14 contains 21733 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 47536 members 
Mstep: Class 17 contains 35789 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200736.000000 Penalty: 41459.531250
Iteration 114Q: 20 clusters Score -7.020074e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 145258 members 
Mstep: Class 3 contains 50410 members 
Mstep: Class 4 contains 260 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7421 members 
Mstep: Class 7 contains 24215 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 156413 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 57636 members 
Mstep: Class 14 contains 22336 members 
Mstep: Class 15 contains 19803 members 
Mstep: Class 16 contains 47528 members 
Mstep: Class 17 contains 35787 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200856.000000 Penalty: 41459.531250
Iteration 115Q: 20 clusters Score -7.020086e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 144682 members 
Mstep: Class 3 contains 50415 members 
Mstep: Class 4 contains 262 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 24236 members 
Mstep: Class 8 contains 983 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37294 members 
Mstep: Class 11 contains 156295 members 
Mstep: Class 12 contains 39489 members 
Mstep: Class 13 contains 57673 members 
Mstep: Class 14 contains 22906 members 
Mstep: Class 15 contains 19823 members 
Mstep: Class 16 contains 47533 members 
Mstep: Class 17 contains 35793 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201056.000000 Penalty: 41459.531250
Iteration 116Q: 20 clusters Score -7.020106e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 144160 members 
Mstep: Class 3 contains 50404 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 24259 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 11 contains 156154 members 
Mstep: Class 12 contains 39490 members 
Mstep: Class 13 contains 57705 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 47527 members 
Mstep: Class 17 contains 35793 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201600.000000 Penalty: 41459.531250
Iteration 117Q: 20 clusters Score -7.02016e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 143671 members 
Mstep: Class 3 contains 50394 members 
Mstep: Class 4 contains 266 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 24265 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 37303 members 
Mstep: Class 11 contains 156056 members 
Mstep: Class 12 contains 39492 members 
Mstep: Class 13 contains 57726 members 
Mstep: Class 14 contains 23969 members 
Mstep: Class 15 contains 19895 members 
Mstep: Class 16 contains 47532 members 
Mstep: Class 17 contains 35795 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201688.000000 Penalty: 41459.531250
Iteration 118Q: 20 clusters Score -7.020169e+07 nChanged 2239
Entering ConstructFrom: 
Score: -70201688.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (21890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Entering Unmasked Estep 
Score: -2341624.000000 Penalty: 1623.989990
	Iteration 0F: 2 clusters Score -2341624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2326713.500000 Penalty: 3247.979980
	Iteration 0F: 3 clusters Score -2326714 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2331973.500000 Penalty: 3247.979980
	Iteration 1F: 3 clusters Score -2331974 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2332315.750000 Penalty: 3247.979980
	Iteration 2Q: 3 clusters Score -2332316 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2332631.750000 Penalty: 3247.979980
	Iteration 3Q: 3 clusters Score -2332632 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2332941.500000 Penalty: 3247.979980
	Iteration 4Q: 3 clusters Score -2332942 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2333312.500000 Penalty: 3247.979980
	Iteration 5Q: 3 clusters Score -2333312 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2333732.250000 Penalty: 3247.979980
	Iteration 6Q: 3 clusters Score -2333732 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2334273.750000 Penalty: 3247.979980
	Iteration 7Q: 3 clusters Score -2334274 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2334965.250000 Penalty: 3247.979980
	Iteration 8Q: 3 clusters Score -2334965 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2335737.250000 Penalty: 3247.979980
	Iteration 9F: 3 clusters Score -2335737 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2336573.500000 Penalty: 3247.979980
	Iteration 10F: 3 clusters Score -2336574 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2337310.500000 Penalty: 3247.979980
	Iteration 11Q: 3 clusters Score -2337310 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2337842.000000 Penalty: 3247.979980
	Iteration 12Q: 3 clusters Score -2337842 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2338178.500000 Penalty: 3247.979980
	Iteration 13Q: 3 clusters Score -2338178 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2338440.250000 Penalty: 3247.979980
	Iteration 14Q: 3 clusters Score -2338440 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2338670.000000 Penalty: 3247.979980
	Iteration 15Q: 3 clusters Score -2338670 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2338911.500000 Penalty: 3247.979980
	Iteration 16Q: 3 clusters Score -2338912 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2339126.000000 Penalty: 3247.979980
	Iteration 17Q: 3 clusters Score -2339126 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2339325.500000 Penalty: 3247.979980
	Iteration 18Q: 3 clusters Score -2339326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2339465.000000 Penalty: 3247.979980
	Iteration 19Q: 3 clusters Score -2339465 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2339599.000000 Penalty: 3247.979980
	Iteration 20F: 3 clusters Score -2339599 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2339699.500000 Penalty: 3247.979980
	Iteration 21Q: 3 clusters Score -2339700 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2339791.250000 Penalty: 3247.979980
	Iteration 22Q: 3 clusters Score -2339791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2339862.250000 Penalty: 3247.979980
	Iteration 23Q: 3 clusters Score -2339862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2339930.250000 Penalty: 3247.979980
	Iteration 24Q: 3 clusters Score -2339930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2339992.750000 Penalty: 3247.979980
	Iteration 25Q: 3 clusters Score -2339993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2340045.500000 Penalty: 3247.979980
	Iteration 26Q: 3 clusters Score -2340046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2340093.250000 Penalty: 3247.979980
	Iteration 27Q: 3 clusters Score -2340093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2340127.750000 Penalty: 3247.979980
	Iteration 28Q: 3 clusters Score -2340128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2340151.750000 Penalty: 3247.979980
	Iteration 29Q: 3 clusters Score -2340152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2340172.250000 Penalty: 3247.979980
	Iteration 30Q: 3 clusters Score -2340172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2340193.750000 Penalty: 3247.979980
	Iteration 31Q: 3 clusters Score -2340194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2340209.250000 Penalty: 3247.979980
	Iteration 32Q: 3 clusters Score -2340209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2340228.250000 Penalty: 3247.979980
	Iteration 33Q: 3 clusters Score -2340228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2340237.500000 Penalty: 3247.979980
	Iteration 34Q: 3 clusters Score -2340238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2340247.250000 Penalty: 3247.979980
	Iteration 35Q: 3 clusters Score -2340247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2340257.500000 Penalty: 3247.979980
	Iteration 36Q: 3 clusters Score -2340258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2340264.000000 Penalty: 3247.979980
	Iteration 37Q: 3 clusters Score -2340264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2340263.500000 Penalty: 3247.979980
	Iteration 38Q: 3 clusters Score -2340264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2340267.500000 Penalty: 3247.979980
	Iteration 39Q: 3 clusters Score -2340268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2340278.500000 Penalty: 3247.979980
	Iteration 40F: 3 clusters Score -2340278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2340286.500000 Penalty: 3247.979980
	Iteration 41Q: 3 clusters Score -2340286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2340291.750000 Penalty: 3247.979980
	Iteration 42Q: 3 clusters Score -2340292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2340295.000000 Penalty: 3247.979980
	Iteration 43Q: 3 clusters Score -2340295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2340300.250000 Penalty: 3247.979980
	Iteration 44Q: 3 clusters Score -2340300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2340309.000000 Penalty: 3247.979980
	Iteration 45Q: 3 clusters Score -2340309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2340311.750000 Penalty: 3247.979980
	Iteration 46Q: 3 clusters Score -2340312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2340318.500000 Penalty: 3247.979980
	Iteration 47Q: 3 clusters Score -2340318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2340320.250000 Penalty: 3247.979980
	Iteration 48Q: 3 clusters Score -2340320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2340320.000000 Penalty: 3247.979980
	Iteration 49Q: 3 clusters Score -2340320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2340320.000000 Penalty: 3247.979980
	Iteration 50Q: 3 clusters Score -2340320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2340319.750000 Penalty: 3247.979980
	Iteration 51Q: 3 clusters Score -2340320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2340319.750000 Penalty: 3247.979980
	Iteration 52F: 3 clusters Score -2340320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143231 members 
Entering Unmasked Estep 
Score: -15099282.000000 Penalty: 1929.234863
	Iteration 0F: 2 clusters Score -1.509928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -15005110.000000 Penalty: 3858.469727
	Iteration 0F: 3 clusters Score -1.500511e+07 nChanged 68841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -15044828.000000 Penalty: 3858.469727
	Iteration 1F: 3 clusters Score -1.504483e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -15045750.000000 Penalty: 3858.469727
	Iteration 2Q: 3 clusters Score -1.504575e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -15047660.000000 Penalty: 3858.469727
	Iteration 3Q: 3 clusters Score -1.504766e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -15051048.000000 Penalty: 3858.469727
	Iteration 4F: 3 clusters Score -1.505105e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -15056879.000000 Penalty: 3858.469727
	Iteration 5F: 3 clusters Score -1.505688e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -15066379.000000 Penalty: 3858.469727
	Iteration 6F: 3 clusters Score -1.506638e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -15077803.000000 Penalty: 3858.469727
	Iteration 7F: 3 clusters Score -1.50778e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -15087633.000000 Penalty: 3858.469727
	Iteration 8F: 3 clusters Score -1.508763e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -15092461.000000 Penalty: 3858.469727
	Iteration 9Q: 3 clusters Score -1.509246e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -15094099.000000 Penalty: 3858.469727
	Iteration 10Q: 3 clusters Score -1.50941e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -15094895.000000 Penalty: 3858.469727
	Iteration 11Q: 3 clusters Score -1.50949e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -15095315.000000 Penalty: 3858.469727
	Iteration 12Q: 3 clusters Score -1.509532e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131949 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -15095661.000000 Penalty: 3858.469727
	Iteration 13Q: 3 clusters Score -1.509566e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132910 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -15096010.000000 Penalty: 3858.469727
	Iteration 14Q: 3 clusters Score -1.509601e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -15096292.000000 Penalty: 3858.469727
	Iteration 15Q: 3 clusters Score -1.509629e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -15096483.000000 Penalty: 3858.469727
	Iteration 16Q: 3 clusters Score -1.509648e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135281 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -15096632.000000 Penalty: 3858.469727
	Iteration 17Q: 3 clusters Score -1.509663e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -15096769.000000 Penalty: 3858.469727
	Iteration 18Q: 3 clusters Score -1.509677e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -15096941.000000 Penalty: 3858.469727
	Iteration 19Q: 3 clusters Score -1.509694e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -15097168.000000 Penalty: 3858.469727
	Iteration 20F: 3 clusters Score -1.509717e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -15097275.000000 Penalty: 3858.469727
	Iteration 21Q: 3 clusters Score -1.509728e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -15097433.000000 Penalty: 3858.469727
	Iteration 22Q: 3 clusters Score -1.509743e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -15097584.000000 Penalty: 3858.469727
	Iteration 23Q: 3 clusters Score -1.509758e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -15097714.000000 Penalty: 3858.469727
	Iteration 24Q: 3 clusters Score -1.509771e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -15097816.000000 Penalty: 3858.469727
	Iteration 25Q: 3 clusters Score -1.509782e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -15097892.000000 Penalty: 3858.469727
	Iteration 26Q: 3 clusters Score -1.509789e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -15097949.000000 Penalty: 3858.469727
	Iteration 27Q: 3 clusters Score -1.509795e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -15098019.000000 Penalty: 3858.469727
	Iteration 28Q: 3 clusters Score -1.509802e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -15098066.000000 Penalty: 3858.469727
	Iteration 29Q: 3 clusters Score -1.509807e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -15098113.000000 Penalty: 3858.469727
	Iteration 30Q: 3 clusters Score -1.509811e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15098147.000000 Penalty: 3858.469727
	Iteration 31Q: 3 clusters Score -1.509815e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140645 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -15098212.000000 Penalty: 3858.469727
	Iteration 32Q: 3 clusters Score -1.509821e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -15098239.000000 Penalty: 3858.469727
	Iteration 33Q: 3 clusters Score -1.509824e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15098250.000000 Penalty: 3858.469727
	Iteration 34Q: 3 clusters Score -1.509825e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15098281.000000 Penalty: 3858.469727
	Iteration 35Q: 3 clusters Score -1.509828e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -15098282.000000 Penalty: 3858.469727
	Iteration 36Q: 3 clusters Score -1.509828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15098317.000000 Penalty: 3858.469727
	Iteration 37Q: 3 clusters Score -1.509832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141109 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -15098336.000000 Penalty: 3858.469727
	Iteration 38Q: 3 clusters Score -1.509834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15098345.000000 Penalty: 3858.469727
	Iteration 39Q: 3 clusters Score -1.509834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141165 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15098348.000000 Penalty: 3858.469727
	Iteration 40F: 3 clusters Score -1.509835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141179 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -15098337.000000 Penalty: 3858.469727
	Iteration 41Q: 3 clusters Score -1.509834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141194 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15098348.000000 Penalty: 3858.469727
	Iteration 42Q: 3 clusters Score -1.509835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141212 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -15098354.000000 Penalty: 3858.469727
	Iteration 43Q: 3 clusters Score -1.509835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -15098361.000000 Penalty: 3858.469727
	Iteration 44Q: 3 clusters Score -1.509836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -15098366.000000 Penalty: 3858.469727
	Iteration 45Q: 3 clusters Score -1.509837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141259 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15098363.000000 Penalty: 3858.469727
	Iteration 46Q: 3 clusters Score -1.509836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141269 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -15098379.000000 Penalty: 3858.469727
	Iteration 47Q: 3 clusters Score -1.509838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -15098375.000000 Penalty: 3858.469727
	Iteration 48Q: 3 clusters Score -1.509838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -15098361.000000 Penalty: 3858.469727
	Iteration 49Q: 3 clusters Score -1.509836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -15098367.000000 Penalty: 3858.469727
	Iteration 50Q: 3 clusters Score -1.509837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141293 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15098370.000000 Penalty: 3858.469727
	Iteration 51Q: 3 clusters Score -1.509837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -15098373.000000 Penalty: 3858.469727
	Iteration 52Q: 3 clusters Score -1.509837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141306 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15098373.000000 Penalty: 3858.469727
	Iteration 53Q: 3 clusters Score -1.509837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141312 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15098366.000000 Penalty: 3858.469727
	Iteration 54Q: 3 clusters Score -1.509837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15098372.000000 Penalty: 3858.469727
	Iteration 55Q: 3 clusters Score -1.509837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15098371.000000 Penalty: 3858.469727
	Iteration 56Q: 3 clusters Score -1.509837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -15098367.000000 Penalty: 3858.469727
	Iteration 57Q: 3 clusters Score -1.509837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15098372.000000 Penalty: 3858.469727
	Iteration 58Q: 3 clusters Score -1.509837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15098386.000000 Penalty: 3858.469727
	Iteration 59Q: 3 clusters Score -1.509839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15098388.000000 Penalty: 3858.469727
	Iteration 60F: 3 clusters Score -1.509839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15098380.000000 Penalty: 3858.469727
	Iteration 61Q: 3 clusters Score -1.509838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -15098384.000000 Penalty: 3858.469727
	Iteration 62Q: 3 clusters Score -1.509838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15098395.000000 Penalty: 3858.469727
	Iteration 63Q: 3 clusters Score -1.50984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15098395.000000 Penalty: 3858.469727
	Iteration 64F: 3 clusters Score -1.50984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Entering Unmasked Estep 
Score: -5398984.000000 Penalty: 1759.476562
	Iteration 0F: 2 clusters Score -5398984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5365291.500000 Penalty: 3518.953125
	Iteration 0F: 3 clusters Score -5365292 nChanged 23660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5378609.500000 Penalty: 3518.953125
	Iteration 1F: 3 clusters Score -5378610 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5379668.500000 Penalty: 3518.953125
	Iteration 2Q: 3 clusters Score -5379668 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5381457.000000 Penalty: 3518.953125
	Iteration 3F: 3 clusters Score -5381457 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -5384620.500000 Penalty: 3518.953125
	Iteration 4F: 3 clusters Score -5384620 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -5388666.500000 Penalty: 3518.953125
	Iteration 5F: 3 clusters Score -5388666 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5392271.000000 Penalty: 3518.953125
	Iteration 6F: 3 clusters Score -5392271 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5394325.000000 Penalty: 3518.953125
	Iteration 7F: 3 clusters Score -5394325 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5395426.500000 Penalty: 3518.953125
	Iteration 8Q: 3 clusters Score -5395426 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5395897.000000 Penalty: 3518.953125
	Iteration 9Q: 3 clusters Score -5395897 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5396247.000000 Penalty: 3518.953125
	Iteration 10Q: 3 clusters Score -5396247 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -5396426.500000 Penalty: 3518.953125
	Iteration 11Q: 3 clusters Score -5396426 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5396542.000000 Penalty: 3518.953125
	Iteration 12Q: 3 clusters Score -5396542 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5396589.500000 Penalty: 3518.953125
	Iteration 13Q: 3 clusters Score -5396590 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5396627.000000 Penalty: 3518.953125
	Iteration 14Q: 3 clusters Score -5396627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5396682.500000 Penalty: 3518.953125
	Iteration 15Q: 3 clusters Score -5396682 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5396721.000000 Penalty: 3518.953125
	Iteration 16Q: 3 clusters Score -5396721 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5396763.500000 Penalty: 3518.953125
	Iteration 17Q: 3 clusters Score -5396764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5396813.000000 Penalty: 3518.953125
	Iteration 18Q: 3 clusters Score -5396813 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5396841.500000 Penalty: 3518.953125
	Iteration 19Q: 3 clusters Score -5396842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5396901.500000 Penalty: 3518.953125
	Iteration 20F: 3 clusters Score -5396902 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5396910.000000 Penalty: 3518.953125
	Iteration 21Q: 3 clusters Score -5396910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -5396940.000000 Penalty: 3518.953125
	Iteration 22Q: 3 clusters Score -5396940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -5396940.000000 Penalty: 3518.953125
	Iteration 23Q: 3 clusters Score -5396940 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5396966.500000 Penalty: 3518.953125
	Iteration 24Q: 3 clusters Score -5396966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5396979.000000 Penalty: 3518.953125
	Iteration 25Q: 3 clusters Score -5396979 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5396993.000000 Penalty: 3518.953125
	Iteration 26Q: 3 clusters Score -5396993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5397020.000000 Penalty: 3518.953125
	Iteration 27Q: 3 clusters Score -5397020 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5397047.000000 Penalty: 3518.953125
	Iteration 28Q: 3 clusters Score -5397047 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 3518.953125
	Iteration 29Q: 3 clusters Score -5397085 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5397142.000000 Penalty: 3518.953125
	Iteration 30Q: 3 clusters Score -5397142 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5397169.000000 Penalty: 3518.953125
	Iteration 31Q: 3 clusters Score -5397169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -5397187.000000 Penalty: 3518.953125
	Iteration 32Q: 3 clusters Score -5397187 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -5397216.500000 Penalty: 3518.953125
	Iteration 33Q: 3 clusters Score -5397216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -5397261.500000 Penalty: 3518.953125
	Iteration 34Q: 3 clusters Score -5397262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5397279.000000 Penalty: 3518.953125
	Iteration 35Q: 3 clusters Score -5397279 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -5397293.000000 Penalty: 3518.953125
	Iteration 36Q: 3 clusters Score -5397293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5397322.500000 Penalty: 3518.953125
	Iteration 37Q: 3 clusters Score -5397322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5397340.500000 Penalty: 3518.953125
	Iteration 38Q: 3 clusters Score -5397340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5397349.000000 Penalty: 3518.953125
	Iteration 39Q: 3 clusters Score -5397349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5397371.500000 Penalty: 3518.953125
	Iteration 40F: 3 clusters Score -5397372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -5397387.000000 Penalty: 3518.953125
	Iteration 41Q: 3 clusters Score -5397387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5397421.500000 Penalty: 3518.953125
	Iteration 42Q: 3 clusters Score -5397422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5397444.000000 Penalty: 3518.953125
	Iteration 43Q: 3 clusters Score -5397444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -5397491.000000 Penalty: 3518.953125
	Iteration 44Q: 3 clusters Score -5397491 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5397523.500000 Penalty: 3518.953125
	Iteration 45Q: 3 clusters Score -5397524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5397554.000000 Penalty: 3518.953125
	Iteration 46Q: 3 clusters Score -5397554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -5397570.000000 Penalty: 3518.953125
	Iteration 47Q: 3 clusters Score -5397570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -5397606.000000 Penalty: 3518.953125
	Iteration 48Q: 3 clusters Score -5397606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5397624.500000 Penalty: 3518.953125
	Iteration 49Q: 3 clusters Score -5397624 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5397660.500000 Penalty: 3518.953125
	Iteration 50Q: 3 clusters Score -5397660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -5397688.000000 Penalty: 3518.953125
	Iteration 51Q: 3 clusters Score -5397688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -5397726.500000 Penalty: 3518.953125
	Iteration 52Q: 3 clusters Score -5397726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -5397785.500000 Penalty: 3518.953125
	Iteration 53Q: 3 clusters Score -5397786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -5397847.000000 Penalty: 3518.953125
	Iteration 54Q: 3 clusters Score -5397847 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5397911.500000 Penalty: 3518.953125
	Iteration 55Q: 3 clusters Score -5397912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5397968.000000 Penalty: 3518.953125
	Iteration 56Q: 3 clusters Score -5397968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -5398019.500000 Penalty: 3518.953125
	Iteration 57Q: 3 clusters Score -5398020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -5398066.000000 Penalty: 3518.953125
	Iteration 58Q: 3 clusters Score -5398066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5398094.500000 Penalty: 3518.953125
	Iteration 59Q: 3 clusters Score -5398094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -5398132.500000 Penalty: 3518.953125
	Iteration 60F: 3 clusters Score -5398132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -5398165.500000 Penalty: 3518.953125
	Iteration 61Q: 3 clusters Score -5398166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5398186.000000 Penalty: 3518.953125
	Iteration 62Q: 3 clusters Score -5398186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5398202.000000 Penalty: 3518.953125
	Iteration 63Q: 3 clusters Score -5398202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -5398218.000000 Penalty: 3518.953125
	Iteration 64Q: 3 clusters Score -5398218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -5398234.000000 Penalty: 3518.953125
	Iteration 65Q: 3 clusters Score -5398234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -5398239.000000 Penalty: 3518.953125
	Iteration 66Q: 3 clusters Score -5398239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5398254.500000 Penalty: 3518.953125
	Iteration 67Q: 3 clusters Score -5398254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5398252.000000 Penalty: 3518.953125
	Iteration 68Q: 3 clusters Score -5398252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -5398257.000000 Penalty: 3518.953125
	Iteration 69Q: 3 clusters Score -5398257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -5398252.000000 Penalty: 3518.953125
	Iteration 70Q: 3 clusters Score -5398252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -5398267.500000 Penalty: 3518.953125
	Iteration 71Q: 3 clusters Score -5398268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5398273.000000 Penalty: 3518.953125
	Iteration 72Q: 3 clusters Score -5398273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -5398287.000000 Penalty: 3518.953125
	Iteration 73Q: 3 clusters Score -5398287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5398287.500000 Penalty: 3518.953125
	Iteration 74Q: 3 clusters Score -5398288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -5398286.500000 Penalty: 3518.953125
	Iteration 75Q: 3 clusters Score -5398286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -5398296.500000 Penalty: 3518.953125
	Iteration 76Q: 3 clusters Score -5398296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5398292.500000 Penalty: 3518.953125
	Iteration 77Q: 3 clusters Score -5398292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -5398302.500000 Penalty: 3518.953125
	Iteration 78Q: 3 clusters Score -5398302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -5398305.000000 Penalty: 3518.953125
	Iteration 79Q: 3 clusters Score -5398305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5398297.500000 Penalty: 3518.953125
	Iteration 80F: 3 clusters Score -5398298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -5398296.500000 Penalty: 3518.953125
	Iteration 81Q: 3 clusters Score -5398296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -5398293.000000 Penalty: 3518.953125
	Iteration 82Q: 3 clusters Score -5398293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -5398297.500000 Penalty: 3518.953125
	Iteration 83Q: 3 clusters Score -5398298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -5398299.000000 Penalty: 3518.953125
	Iteration 84Q: 3 clusters Score -5398299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5398302.500000 Penalty: 3518.953125
	Iteration 85Q: 3 clusters Score -5398302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -5398302.500000 Penalty: 3518.953125
	Iteration 86Q: 3 clusters Score -5398302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -5398303.000000 Penalty: 3518.953125
	Iteration 87Q: 3 clusters Score -5398303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5398301.000000 Penalty: 3518.953125
	Iteration 88Q: 3 clusters Score -5398301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5398301.000000 Penalty: 3518.953125
	Iteration 89F: 3 clusters Score -5398301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -23849.099609 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -23849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23104.130859 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -23104.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23269.335938 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -23269.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23325.863281 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -23325.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23385.599609 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -23385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23412.816406 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -23412.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23473.791016 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -23473.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23501.242188 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -23501.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23535.791016 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -23535.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23559.009766 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -23559.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23565.208984 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -23565.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23565.208984 Penalty: 1817.070801
	Iteration 10F: 3 clusters Score -23565.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -379722.062500 Penalty: 1337.078735
	Iteration 0F: 2 clusters Score -379722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -376534.718750 Penalty: 2674.157471
	Iteration 0F: 3 clusters Score -376534.7 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -377341.968750 Penalty: 2674.157471
	Iteration 1F: 3 clusters Score -377342 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -377481.937500 Penalty: 2674.157471
	Iteration 2F: 3 clusters Score -377481.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -377568.531250 Penalty: 2674.157471
	Iteration 3Q: 3 clusters Score -377568.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -377622.406250 Penalty: 2674.157471
	Iteration 4Q: 3 clusters Score -377622.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377672.218750 Penalty: 2674.157471
	Iteration 5Q: 3 clusters Score -377672.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -377710.687500 Penalty: 2674.157471
	Iteration 6Q: 3 clusters Score -377710.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -377744.093750 Penalty: 2674.157471
	Iteration 7Q: 3 clusters Score -377744.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377775.718750 Penalty: 2674.157471
	Iteration 8Q: 3 clusters Score -377775.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -377799.062500 Penalty: 2674.157471
	Iteration 9Q: 3 clusters Score -377799.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -377820.593750 Penalty: 2674.157471
	Iteration 10Q: 3 clusters Score -377820.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -377845.625000 Penalty: 2674.157471
	Iteration 11Q: 3 clusters Score -377845.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -377871.656250 Penalty: 2674.157471
	Iteration 12Q: 3 clusters Score -377871.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -377908.343750 Penalty: 2674.157471
	Iteration 13Q: 3 clusters Score -377908.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -377943.093750 Penalty: 2674.157471
	Iteration 14Q: 3 clusters Score -377943.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377980.937500 Penalty: 2674.157471
	Iteration 15Q: 3 clusters Score -377980.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -378029.437500 Penalty: 2674.157471
	Iteration 16Q: 3 clusters Score -378029.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -378068.531250 Penalty: 2674.157471
	Iteration 17Q: 3 clusters Score -378068.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -378113.531250 Penalty: 2674.157471
	Iteration 18Q: 3 clusters Score -378113.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -378156.968750 Penalty: 2674.157471
	Iteration 19Q: 3 clusters Score -378157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -378188.093750 Penalty: 2674.157471
	Iteration 20F: 3 clusters Score -378188.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -378221.312500 Penalty: 2674.157471
	Iteration 21Q: 3 clusters Score -378221.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -378258.843750 Penalty: 2674.157471
	Iteration 22Q: 3 clusters Score -378258.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -378299.125000 Penalty: 2674.157471
	Iteration 23Q: 3 clusters Score -378299.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -378324.625000 Penalty: 2674.157471
	Iteration 24Q: 3 clusters Score -378324.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -378351.156250 Penalty: 2674.157471
	Iteration 25Q: 3 clusters Score -378351.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -378379.093750 Penalty: 2674.157471
	Iteration 26Q: 3 clusters Score -378379.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -378417.250000 Penalty: 2674.157471
	Iteration 27Q: 3 clusters Score -378417.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -378449.531250 Penalty: 2674.157471
	Iteration 28Q: 3 clusters Score -378449.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -378478.343750 Penalty: 2674.157471
	Iteration 29Q: 3 clusters Score -378478.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -378501.656250 Penalty: 2674.157471
	Iteration 30Q: 3 clusters Score -378501.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -378520.750000 Penalty: 2674.157471
	Iteration 31Q: 3 clusters Score -378520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -378535.031250 Penalty: 2674.157471
	Iteration 32Q: 3 clusters Score -378535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -378543.218750 Penalty: 2674.157471
	Iteration 33Q: 3 clusters Score -378543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -378547.531250 Penalty: 2674.157471
	Iteration 34Q: 3 clusters Score -378547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -378550.718750 Penalty: 2674.157471
	Iteration 35Q: 3 clusters Score -378550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -378552.250000 Penalty: 2674.157471
	Iteration 36Q: 3 clusters Score -378552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -378555.593750 Penalty: 2674.157471
	Iteration 37Q: 3 clusters Score -378555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -378558.843750 Penalty: 2674.157471
	Iteration 38Q: 3 clusters Score -378558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -378563.625000 Penalty: 2674.157471
	Iteration 39Q: 3 clusters Score -378563.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -378569.687500 Penalty: 2674.157471
	Iteration 40F: 3 clusters Score -378569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Entering Unmasked Estep 
Score: -760447.000000 Penalty: 1448.408203
	Iteration 0F: 2 clusters Score -760447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -754895.250000 Penalty: 2896.816406
	Iteration 0F: 3 clusters Score -754895.2 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -756499.750000 Penalty: 2896.816406
	Iteration 1F: 3 clusters Score -756499.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -756689.000000 Penalty: 2896.816406
	Iteration 2F: 3 clusters Score -756689 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -756837.250000 Penalty: 2896.816406
	Iteration 3Q: 3 clusters Score -756837.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -756977.187500 Penalty: 2896.816406
	Iteration 4Q: 3 clusters Score -756977.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -757109.625000 Penalty: 2896.816406
	Iteration 5Q: 3 clusters Score -757109.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -757250.937500 Penalty: 2896.816406
	Iteration 6Q: 3 clusters Score -757250.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -757406.250000 Penalty: 2896.816406
	Iteration 7Q: 3 clusters Score -757406.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -757596.625000 Penalty: 2896.816406
	Iteration 8Q: 3 clusters Score -757596.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -757797.812500 Penalty: 2896.816406
	Iteration 9Q: 3 clusters Score -757797.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -757987.875000 Penalty: 2896.816406
	Iteration 10Q: 3 clusters Score -757987.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -758148.875000 Penalty: 2896.816406
	Iteration 11Q: 3 clusters Score -758148.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -758270.750000 Penalty: 2896.816406
	Iteration 12Q: 3 clusters Score -758270.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -758374.437500 Penalty: 2896.816406
	Iteration 13Q: 3 clusters Score -758374.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -758464.750000 Penalty: 2896.816406
	Iteration 14Q: 3 clusters Score -758464.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -758534.125000 Penalty: 2896.816406
	Iteration 15Q: 3 clusters Score -758534.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -758593.937500 Penalty: 2896.816406
	Iteration 16Q: 3 clusters Score -758593.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -758649.000000 Penalty: 2896.816406
	Iteration 17Q: 3 clusters Score -758649 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -758686.250000 Penalty: 2896.816406
	Iteration 18Q: 3 clusters Score -758686.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -758719.375000 Penalty: 2896.816406
	Iteration 19Q: 3 clusters Score -758719.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -758746.562500 Penalty: 2896.816406
	Iteration 20F: 3 clusters Score -758746.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -758776.000000 Penalty: 2896.816406
	Iteration 21Q: 3 clusters Score -758776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -758811.562500 Penalty: 2896.816406
	Iteration 22Q: 3 clusters Score -758811.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -758848.625000 Penalty: 2896.816406
	Iteration 23Q: 3 clusters Score -758848.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -758896.875000 Penalty: 2896.816406
	Iteration 24Q: 3 clusters Score -758896.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -758934.375000 Penalty: 2896.816406
	Iteration 25Q: 3 clusters Score -758934.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -758973.375000 Penalty: 2896.816406
	Iteration 26Q: 3 clusters Score -758973.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -759008.062500 Penalty: 2896.816406
	Iteration 27Q: 3 clusters Score -759008.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -759038.375000 Penalty: 2896.816406
	Iteration 28Q: 3 clusters Score -759038.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -759066.500000 Penalty: 2896.816406
	Iteration 29Q: 3 clusters Score -759066.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -759085.000000 Penalty: 2896.816406
	Iteration 30Q: 3 clusters Score -759085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -759101.937500 Penalty: 2896.816406
	Iteration 31Q: 3 clusters Score -759101.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -759117.375000 Penalty: 2896.816406
	Iteration 32Q: 3 clusters Score -759117.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -759128.875000 Penalty: 2896.816406
	Iteration 33Q: 3 clusters Score -759128.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -759135.625000 Penalty: 2896.816406
	Iteration 34Q: 3 clusters Score -759135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -759143.875000 Penalty: 2896.816406
	Iteration 35Q: 3 clusters Score -759143.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -759152.875000 Penalty: 2896.816406
	Iteration 36Q: 3 clusters Score -759152.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -759158.187500 Penalty: 2896.816406
	Iteration 37Q: 3 clusters Score -759158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -759162.125000 Penalty: 2896.816406
	Iteration 38Q: 3 clusters Score -759162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -759165.687500 Penalty: 2896.816406
	Iteration 39Q: 3 clusters Score -759165.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -759167.937500 Penalty: 2896.816406
	Iteration 40F: 3 clusters Score -759167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -759169.500000 Penalty: 2896.816406
	Iteration 41Q: 3 clusters Score -759169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -759173.187500 Penalty: 2896.816406
	Iteration 42Q: 3 clusters Score -759173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -759178.687500 Penalty: 2896.816406
	Iteration 43Q: 3 clusters Score -759178.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -759185.812500 Penalty: 2896.816406
	Iteration 44Q: 3 clusters Score -759185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -759188.187500 Penalty: 2896.816406
	Iteration 45Q: 3 clusters Score -759188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -759191.000000 Penalty: 2896.816406
	Iteration 46Q: 3 clusters Score -759191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -759194.312500 Penalty: 2896.816406
	Iteration 47Q: 3 clusters Score -759194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -759197.125000 Penalty: 2896.816406
	Iteration 48Q: 3 clusters Score -759197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -759202.062500 Penalty: 2896.816406
	Iteration 49Q: 3 clusters Score -759202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -759205.000000 Penalty: 2896.816406
	Iteration 50Q: 3 clusters Score -759205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -759206.625000 Penalty: 2896.816406
	Iteration 51Q: 3 clusters Score -759206.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -759211.687500 Penalty: 2896.816406
	Iteration 52Q: 3 clusters Score -759211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -759213.937500 Penalty: 2896.816406
	Iteration 53Q: 3 clusters Score -759213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -759214.500000 Penalty: 2896.816406
	Iteration 54Q: 3 clusters Score -759214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -759214.375000 Penalty: 2896.816406
	Iteration 55Q: 3 clusters Score -759214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -759214.375000 Penalty: 2896.816406
	Iteration 56F: 3 clusters Score -759214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Entering Unmasked Estep 
Score: -2594719.000000 Penalty: 1640.728394
	Iteration 0F: 2 clusters Score -2594719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2578268.250000 Penalty: 3281.456787
	Iteration 0F: 3 clusters Score -2578268 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2584256.500000 Penalty: 3281.456787
	Iteration 1F: 3 clusters Score -2584256 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2584578.250000 Penalty: 3281.456787
	Iteration 2Q: 3 clusters Score -2584578 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2584931.250000 Penalty: 3281.456787
	Iteration 3Q: 3 clusters Score -2584931 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2585288.500000 Penalty: 3281.456787
	Iteration 4Q: 3 clusters Score -2585288 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2585723.500000 Penalty: 3281.456787
	Iteration 5Q: 3 clusters Score -2585724 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2586349.000000 Penalty: 3281.456787
	Iteration 6Q: 3 clusters Score -2586349 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2587181.750000 Penalty: 3281.456787
	Iteration 7Q: 3 clusters Score -2587182 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2588154.500000 Penalty: 3281.456787
	Iteration 8F: 3 clusters Score -2588154 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2589116.750000 Penalty: 3281.456787
	Iteration 9F: 3 clusters Score -2589117 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2589876.000000 Penalty: 3281.456787
	Iteration 10Q: 3 clusters Score -2589876 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2590313.250000 Penalty: 3281.456787
	Iteration 11Q: 3 clusters Score -2590313 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2590526.750000 Penalty: 3281.456787
	Iteration 12Q: 3 clusters Score -2590527 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2590655.750000 Penalty: 3281.456787
	Iteration 13Q: 3 clusters Score -2590656 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2590737.750000 Penalty: 3281.456787
	Iteration 14Q: 3 clusters Score -2590738 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2590801.500000 Penalty: 3281.456787
	Iteration 15Q: 3 clusters Score -2590802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2590873.750000 Penalty: 3281.456787
	Iteration 16Q: 3 clusters Score -2590874 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2590941.750000 Penalty: 3281.456787
	Iteration 17Q: 3 clusters Score -2590942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2591007.500000 Penalty: 3281.456787
	Iteration 18Q: 3 clusters Score -2591008 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2591076.750000 Penalty: 3281.456787
	Iteration 19Q: 3 clusters Score -2591077 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2591151.500000 Penalty: 3281.456787
	Iteration 20F: 3 clusters Score -2591152 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2591216.250000 Penalty: 3281.456787
	Iteration 21Q: 3 clusters Score -2591216 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2591298.500000 Penalty: 3281.456787
	Iteration 22Q: 3 clusters Score -2591298 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2591377.250000 Penalty: 3281.456787
	Iteration 23Q: 3 clusters Score -2591377 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2591439.000000 Penalty: 3281.456787
	Iteration 24Q: 3 clusters Score -2591439 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2591506.750000 Penalty: 3281.456787
	Iteration 25Q: 3 clusters Score -2591507 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2591576.750000 Penalty: 3281.456787
	Iteration 26Q: 3 clusters Score -2591577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2591669.750000 Penalty: 3281.456787
	Iteration 27Q: 3 clusters Score -2591670 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2591748.500000 Penalty: 3281.456787
	Iteration 28Q: 3 clusters Score -2591748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2591825.000000 Penalty: 3281.456787
	Iteration 29Q: 3 clusters Score -2591825 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2591916.500000 Penalty: 3281.456787
	Iteration 30Q: 3 clusters Score -2591916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2591996.750000 Penalty: 3281.456787
	Iteration 31Q: 3 clusters Score -2591997 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2592075.500000 Penalty: 3281.456787
	Iteration 32Q: 3 clusters Score -2592076 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2592167.250000 Penalty: 3281.456787
	Iteration 33Q: 3 clusters Score -2592167 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2592262.000000 Penalty: 3281.456787
	Iteration 34Q: 3 clusters Score -2592262 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2592331.000000 Penalty: 3281.456787
	Iteration 35Q: 3 clusters Score -2592331 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2592401.750000 Penalty: 3281.456787
	Iteration 36Q: 3 clusters Score -2592402 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2592473.750000 Penalty: 3281.456787
	Iteration 37Q: 3 clusters Score -2592474 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2592551.500000 Penalty: 3281.456787
	Iteration 38Q: 3 clusters Score -2592552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2592614.750000 Penalty: 3281.456787
	Iteration 39Q: 3 clusters Score -2592615 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2592678.000000 Penalty: 3281.456787
	Iteration 40F: 3 clusters Score -2592678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2592748.000000 Penalty: 3281.456787
	Iteration 41Q: 3 clusters Score -2592748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2592801.250000 Penalty: 3281.456787
	Iteration 42Q: 3 clusters Score -2592801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2592875.500000 Penalty: 3281.456787
	Iteration 43Q: 3 clusters Score -2592876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2592954.750000 Penalty: 3281.456787
	Iteration 44Q: 3 clusters Score -2592955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2593027.250000 Penalty: 3281.456787
	Iteration 45Q: 3 clusters Score -2593027 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2593060.250000 Penalty: 3281.456787
	Iteration 46Q: 3 clusters Score -2593060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2593106.250000 Penalty: 3281.456787
	Iteration 47Q: 3 clusters Score -2593106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2593139.500000 Penalty: 3281.456787
	Iteration 48Q: 3 clusters Score -2593140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2593156.250000 Penalty: 3281.456787
	Iteration 49Q: 3 clusters Score -2593156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2593175.250000 Penalty: 3281.456787
	Iteration 50Q: 3 clusters Score -2593175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2593187.000000 Penalty: 3281.456787
	Iteration 51Q: 3 clusters Score -2593187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2593197.750000 Penalty: 3281.456787
	Iteration 52Q: 3 clusters Score -2593198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2593213.250000 Penalty: 3281.456787
	Iteration 53Q: 3 clusters Score -2593213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2593227.000000 Penalty: 3281.456787
	Iteration 54Q: 3 clusters Score -2593227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2593241.000000 Penalty: 3281.456787
	Iteration 55Q: 3 clusters Score -2593241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2593245.000000 Penalty: 3281.456787
	Iteration 56Q: 3 clusters Score -2593245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2593254.000000 Penalty: 3281.456787
	Iteration 57Q: 3 clusters Score -2593254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2593262.000000 Penalty: 3281.456787
	Iteration 58Q: 3 clusters Score -2593262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2593265.750000 Penalty: 3281.456787
	Iteration 59Q: 3 clusters Score -2593266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2593272.250000 Penalty: 3281.456787
	Iteration 60F: 3 clusters Score -2593272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2593273.500000 Penalty: 3281.456787
	Iteration 61Q: 3 clusters Score -2593274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2593275.500000 Penalty: 3281.456787
	Iteration 62Q: 3 clusters Score -2593276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2593285.250000 Penalty: 3281.456787
	Iteration 63Q: 3 clusters Score -2593285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2593290.500000 Penalty: 3281.456787
	Iteration 64Q: 3 clusters Score -2593290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2593294.750000 Penalty: 3281.456787
	Iteration 65Q: 3 clusters Score -2593295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2593299.000000 Penalty: 3281.456787
	Iteration 66Q: 3 clusters Score -2593299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2593300.750000 Penalty: 3281.456787
	Iteration 67Q: 3 clusters Score -2593301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2593299.500000 Penalty: 3281.456787
	Iteration 68Q: 3 clusters Score -2593300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2593299.500000 Penalty: 3281.456787
	Iteration 69F: 3 clusters Score -2593300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -98970.546875 Penalty: 1119.889160
	Iteration 0F: 2 clusters Score -98970.55 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 492 members 
Entering Unmasked Estep 
Score: -97573.226562 Penalty: 2239.778320
	Iteration 0F: 3 clusters Score -97573.23 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97851.828125 Penalty: 2239.778320
	Iteration 1F: 3 clusters Score -97851.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97995.343750 Penalty: 2239.778320
	Iteration 2F: 3 clusters Score -97995.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98201.500000 Penalty: 2239.778320
	Iteration 3F: 3 clusters Score -98201.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -98356.140625 Penalty: 2239.778320
	Iteration 4F: 3 clusters Score -98356.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -98462.078125 Penalty: 2239.778320
	Iteration 5F: 3 clusters Score -98462.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98542.210938 Penalty: 2239.778320
	Iteration 6Q: 3 clusters Score -98542.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98603.851562 Penalty: 2239.778320
	Iteration 7Q: 3 clusters Score -98603.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -98659.656250 Penalty: 2239.778320
	Iteration 8Q: 3 clusters Score -98659.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -98682.828125 Penalty: 2239.778320
	Iteration 9Q: 3 clusters Score -98682.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -98706.335938 Penalty: 2239.778320
	Iteration 10Q: 3 clusters Score -98706.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -98731.437500 Penalty: 2239.778320
	Iteration 11Q: 3 clusters Score -98731.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98761.796875 Penalty: 2239.778320
	Iteration 12Q: 3 clusters Score -98761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98817.539062 Penalty: 2239.778320
	Iteration 13Q: 3 clusters Score -98817.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98869.640625 Penalty: 2239.778320
	Iteration 14Q: 3 clusters Score -98869.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -98920.476562 Penalty: 2239.778320
	Iteration 15Q: 3 clusters Score -98920.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -98933.140625 Penalty: 2239.778320
	Iteration 16Q: 3 clusters Score -98933.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -98936.375000 Penalty: 2239.778320
	Iteration 17Q: 3 clusters Score -98936.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -98937.343750 Penalty: 2239.778320
	Iteration 18Q: 3 clusters Score -98937.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -98937.343750 Penalty: 2239.778320
	Iteration 19F: 3 clusters Score -98937.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -254489.515625 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -254489.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -251961.281250 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -251961.3 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -252592.468750 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -252592.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252826.046875 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -252826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -253003.046875 Penalty: 2559.166504
	Iteration 3F: 3 clusters Score -253003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -253168.703125 Penalty: 2559.166504
	Iteration 4F: 3 clusters Score -253168.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253341.062500 Penalty: 2559.166504
	Iteration 5F: 3 clusters Score -253341.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -253462.265625 Penalty: 2559.166504
	Iteration 6F: 3 clusters Score -253462.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -253540.578125 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -253540.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253589.671875 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -253589.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -253627.937500 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -253627.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -253688.281250 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -253688.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -253723.500000 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -253723.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -253742.203125 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -253742.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -253757.265625 Penalty: 2559.166504
	Iteration 13Q: 3 clusters Score -253757.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253769.671875 Penalty: 2559.166504
	Iteration 14Q: 3 clusters Score -253769.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -253775.593750 Penalty: 2559.166504
	Iteration 15Q: 3 clusters Score -253775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -253780.828125 Penalty: 2559.166504
	Iteration 16Q: 3 clusters Score -253780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -253788.296875 Penalty: 2559.166504
	Iteration 17Q: 3 clusters Score -253788.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -253794.500000 Penalty: 2559.166504
	Iteration 18Q: 3 clusters Score -253794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -253798.375000 Penalty: 2559.166504
	Iteration 19Q: 3 clusters Score -253798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -253800.812500 Penalty: 2559.166504
	Iteration 20F: 3 clusters Score -253800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -253802.515625 Penalty: 2559.166504
	Iteration 21Q: 3 clusters Score -253802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -253803.390625 Penalty: 2559.166504
	Iteration 22Q: 3 clusters Score -253803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -253804.031250 Penalty: 2559.166504
	Iteration 23Q: 3 clusters Score -253804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -253804.984375 Penalty: 2559.166504
	Iteration 24Q: 3 clusters Score -253805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253805.968750 Penalty: 2559.166504
	Iteration 25Q: 3 clusters Score -253806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -253806.156250 Penalty: 2559.166504
	Iteration 26Q: 3 clusters Score -253806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -253806.500000 Penalty: 2559.166504
	Iteration 27Q: 3 clusters Score -253806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -253807.000000 Penalty: 2559.166504
	Iteration 28Q: 3 clusters Score -253807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -253807.765625 Penalty: 2559.166504
	Iteration 29Q: 3 clusters Score -253807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -253808.437500 Penalty: 2559.166504
	Iteration 30Q: 3 clusters Score -253808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -253809.203125 Penalty: 2559.166504
	Iteration 31Q: 3 clusters Score -253809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -253809.593750 Penalty: 2559.166504
	Iteration 32Q: 3 clusters Score -253809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -253809.546875 Penalty: 2559.166504
	Iteration 33Q: 3 clusters Score -253809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -253809.546875 Penalty: 2559.166504
	Iteration 34F: 3 clusters Score -253809.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Entering Unmasked Estep 
Score: -3832513.250000 Penalty: 1710.653198
	Iteration 0F: 2 clusters Score -3832513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3807490.750000 Penalty: 3421.306396
	Iteration 0F: 3 clusters Score -3807491 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3817100.750000 Penalty: 3421.306396
	Iteration 1F: 3 clusters Score -3817101 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3817529.250000 Penalty: 3421.306396
	Iteration 2Q: 3 clusters Score -3817529 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3817960.000000 Penalty: 3421.306396
	Iteration 3Q: 3 clusters Score -3817960 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3818468.500000 Penalty: 3421.306396
	Iteration 4Q: 3 clusters Score -3818468 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3819149.000000 Penalty: 3421.306396
	Iteration 5Q: 3 clusters Score -3819149 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3820126.500000 Penalty: 3421.306396
	Iteration 6F: 3 clusters Score -3820126 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3821470.750000 Penalty: 3421.306396
	Iteration 7F: 3 clusters Score -3821471 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3823094.750000 Penalty: 3421.306396
	Iteration 8F: 3 clusters Score -3823095 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3824809.750000 Penalty: 3421.306396
	Iteration 9F: 3 clusters Score -3824810 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3826218.500000 Penalty: 3421.306396
	Iteration 10Q: 3 clusters Score -3826218 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3827206.750000 Penalty: 3421.306396
	Iteration 11Q: 3 clusters Score -3827207 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3827835.750000 Penalty: 3421.306396
	Iteration 12Q: 3 clusters Score -3827836 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3828261.500000 Penalty: 3421.306396
	Iteration 13Q: 3 clusters Score -3828262 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3828637.500000 Penalty: 3421.306396
	Iteration 14Q: 3 clusters Score -3828638 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3828952.000000 Penalty: 3421.306396
	Iteration 15Q: 3 clusters Score -3828952 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3829212.250000 Penalty: 3421.306396
	Iteration 16Q: 3 clusters Score -3829212 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3829420.750000 Penalty: 3421.306396
	Iteration 17Q: 3 clusters Score -3829421 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -3829651.250000 Penalty: 3421.306396
	Iteration 18Q: 3 clusters Score -3829651 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -3829890.750000 Penalty: 3421.306396
	Iteration 19Q: 3 clusters Score -3829891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -3830107.000000 Penalty: 3421.306396
	Iteration 20F: 3 clusters Score -3830107 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3830311.500000 Penalty: 3421.306396
	Iteration 21Q: 3 clusters Score -3830312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -3830449.250000 Penalty: 3421.306396
	Iteration 22Q: 3 clusters Score -3830449 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -3830554.250000 Penalty: 3421.306396
	Iteration 23Q: 3 clusters Score -3830554 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -3830653.500000 Penalty: 3421.306396
	Iteration 24Q: 3 clusters Score -3830654 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -3830730.250000 Penalty: 3421.306396
	Iteration 25Q: 3 clusters Score -3830730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -3830784.500000 Penalty: 3421.306396
	Iteration 26Q: 3 clusters Score -3830784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3830835.500000 Penalty: 3421.306396
	Iteration 27Q: 3 clusters Score -3830836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3830875.000000 Penalty: 3421.306396
	Iteration 28Q: 3 clusters Score -3830875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -3830906.750000 Penalty: 3421.306396
	Iteration 29Q: 3 clusters Score -3830907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -3830927.000000 Penalty: 3421.306396
	Iteration 30Q: 3 clusters Score -3830927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -3830948.000000 Penalty: 3421.306396
	Iteration 31Q: 3 clusters Score -3830948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -3830955.750000 Penalty: 3421.306396
	Iteration 32Q: 3 clusters Score -3830956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -3830969.000000 Penalty: 3421.306396
	Iteration 33Q: 3 clusters Score -3830969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3830980.250000 Penalty: 3421.306396
	Iteration 34Q: 3 clusters Score -3830980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -3830991.500000 Penalty: 3421.306396
	Iteration 35Q: 3 clusters Score -3830992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -3830994.500000 Penalty: 3421.306396
	Iteration 36Q: 3 clusters Score -3830994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -3831000.000000 Penalty: 3421.306396
	Iteration 37Q: 3 clusters Score -3831000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -3831008.750000 Penalty: 3421.306396
	Iteration 38Q: 3 clusters Score -3831009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -3831011.250000 Penalty: 3421.306396
	Iteration 39Q: 3 clusters Score -3831011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -3831012.000000 Penalty: 3421.306396
	Iteration 40F: 3 clusters Score -3831012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -3831016.000000 Penalty: 3421.306396
	Iteration 41Q: 3 clusters Score -3831016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3831019.250000 Penalty: 3421.306396
	Iteration 42Q: 3 clusters Score -3831019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3831014.000000 Penalty: 3421.306396
	Iteration 43Q: 3 clusters Score -3831014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3831015.000000 Penalty: 3421.306396
	Iteration 44Q: 3 clusters Score -3831015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3831015.000000 Penalty: 3421.306396
	Iteration 45F: 3 clusters Score -3831015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Entering Unmasked Estep 
Score: -16419973.000000 Penalty: 1943.084717
	Iteration 0F: 2 clusters Score -1.641997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -16315627.000000 Penalty: 3886.169434
	Iteration 0F: 3 clusters Score -1.631563e+07 nChanged 75395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -16360126.000000 Penalty: 3886.169434
	Iteration 1F: 3 clusters Score -1.636013e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -16361167.000000 Penalty: 3886.169434
	Iteration 2Q: 3 clusters Score -1.636117e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -16362521.000000 Penalty: 3886.169434
	Iteration 3Q: 3 clusters Score -1.636252e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -16364644.000000 Penalty: 3886.169434
	Iteration 4Q: 3 clusters Score -1.636464e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -16367860.000000 Penalty: 3886.169434
	Iteration 5Q: 3 clusters Score -1.636786e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -16373514.000000 Penalty: 3886.169434
	Iteration 6F: 3 clusters Score -1.637351e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -16382026.000000 Penalty: 3886.169434
	Iteration 7F: 3 clusters Score -1.638203e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -16392083.000000 Penalty: 3886.169434
	Iteration 8F: 3 clusters Score -1.639208e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -16398737.000000 Penalty: 3886.169434
	Iteration 9F: 3 clusters Score -1.639874e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -16401240.000000 Penalty: 3886.169434
	Iteration 10Q: 3 clusters Score -1.640124e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -16402551.000000 Penalty: 3886.169434
	Iteration 11Q: 3 clusters Score -1.640255e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -16403769.000000 Penalty: 3886.169434
	Iteration 12Q: 3 clusters Score -1.640377e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -16404905.000000 Penalty: 3886.169434
	Iteration 13Q: 3 clusters Score -1.64049e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -16405951.000000 Penalty: 3886.169434
	Iteration 14Q: 3 clusters Score -1.640595e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -16406765.000000 Penalty: 3886.169434
	Iteration 15Q: 3 clusters Score -1.640676e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -16407520.000000 Penalty: 3886.169434
	Iteration 16Q: 3 clusters Score -1.640752e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -16408008.000000 Penalty: 3886.169434
	Iteration 17Q: 3 clusters Score -1.640801e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -16408272.000000 Penalty: 3886.169434
	Iteration 18Q: 3 clusters Score -1.640827e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -16408621.000000 Penalty: 3886.169434
	Iteration 19Q: 3 clusters Score -1.640862e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -16408874.000000 Penalty: 3886.169434
	Iteration 20F: 3 clusters Score -1.640887e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -16409007.000000 Penalty: 3886.169434
	Iteration 21Q: 3 clusters Score -1.640901e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -16409171.000000 Penalty: 3886.169434
	Iteration 22Q: 3 clusters Score -1.640917e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -16409259.000000 Penalty: 3886.169434
	Iteration 23Q: 3 clusters Score -1.640926e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -16409374.000000 Penalty: 3886.169434
	Iteration 24Q: 3 clusters Score -1.640937e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -16409428.000000 Penalty: 3886.169434
	Iteration 25Q: 3 clusters Score -1.640943e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -16409592.000000 Penalty: 3886.169434
	Iteration 26Q: 3 clusters Score -1.640959e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -16409727.000000 Penalty: 3886.169434
	Iteration 27Q: 3 clusters Score -1.640973e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -16409744.000000 Penalty: 3886.169434
	Iteration 28Q: 3 clusters Score -1.640974e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -16409936.000000 Penalty: 3886.169434
	Iteration 29Q: 3 clusters Score -1.640994e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -16410020.000000 Penalty: 3886.169434
	Iteration 30Q: 3 clusters Score -1.641002e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -16410175.000000 Penalty: 3886.169434
	Iteration 31Q: 3 clusters Score -1.641018e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -16410236.000000 Penalty: 3886.169434
	Iteration 32Q: 3 clusters Score -1.641024e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -16410306.000000 Penalty: 3886.169434
	Iteration 33Q: 3 clusters Score -1.641031e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -16410398.000000 Penalty: 3886.169434
	Iteration 34Q: 3 clusters Score -1.64104e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -16410527.000000 Penalty: 3886.169434
	Iteration 35Q: 3 clusters Score -1.641053e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -16410566.000000 Penalty: 3886.169434
	Iteration 36Q: 3 clusters Score -1.641057e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -16410733.000000 Penalty: 3886.169434
	Iteration 37Q: 3 clusters Score -1.641073e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -16410833.000000 Penalty: 3886.169434
	Iteration 38Q: 3 clusters Score -1.641083e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -16410965.000000 Penalty: 3886.169434
	Iteration 39Q: 3 clusters Score -1.641096e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -16411144.000000 Penalty: 3886.169434
	Iteration 40F: 3 clusters Score -1.641114e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -16411203.000000 Penalty: 3886.169434
	Iteration 41Q: 3 clusters Score -1.64112e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -16411344.000000 Penalty: 3886.169434
	Iteration 42Q: 3 clusters Score -1.641134e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -16411441.000000 Penalty: 3886.169434
	Iteration 43Q: 3 clusters Score -1.641144e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -16411621.000000 Penalty: 3886.169434
	Iteration 44Q: 3 clusters Score -1.641162e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -16411773.000000 Penalty: 3886.169434
	Iteration 45Q: 3 clusters Score -1.641177e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -16411886.000000 Penalty: 3886.169434
	Iteration 46Q: 3 clusters Score -1.641189e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -16411992.000000 Penalty: 3886.169434
	Iteration 47Q: 3 clusters Score -1.641199e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115535 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -16412115.000000 Penalty: 3886.169434
	Iteration 48Q: 3 clusters Score -1.641212e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -16412157.000000 Penalty: 3886.169434
	Iteration 49Q: 3 clusters Score -1.641216e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -16412238.000000 Penalty: 3886.169434
	Iteration 50Q: 3 clusters Score -1.641224e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -16412355.000000 Penalty: 3886.169434
	Iteration 51Q: 3 clusters Score -1.641236e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -16412507.000000 Penalty: 3886.169434
	Iteration 52Q: 3 clusters Score -1.641251e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119279 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -16412531.000000 Penalty: 3886.169434
	Iteration 53Q: 3 clusters Score -1.641253e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -16412746.000000 Penalty: 3886.169434
	Iteration 54Q: 3 clusters Score -1.641275e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -16412907.000000 Penalty: 3886.169434
	Iteration 55Q: 3 clusters Score -1.641291e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -16413017.000000 Penalty: 3886.169434
	Iteration 56Q: 3 clusters Score -1.641302e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122040 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -16413082.000000 Penalty: 3886.169434
	Iteration 57Q: 3 clusters Score -1.641308e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122718 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -16413276.000000 Penalty: 3886.169434
	Iteration 58Q: 3 clusters Score -1.641328e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -16413393.000000 Penalty: 3886.169434
	Iteration 59Q: 3 clusters Score -1.641339e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -16413478.000000 Penalty: 3886.169434
	Iteration 60F: 3 clusters Score -1.641348e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -16413576.000000 Penalty: 3886.169434
	Iteration 61Q: 3 clusters Score -1.641358e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -16413676.000000 Penalty: 3886.169434
	Iteration 62Q: 3 clusters Score -1.641368e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -16413800.000000 Penalty: 3886.169434
	Iteration 63Q: 3 clusters Score -1.64138e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126986 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -16414016.000000 Penalty: 3886.169434
	Iteration 64Q: 3 clusters Score -1.641402e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -16414063.000000 Penalty: 3886.169434
	Iteration 65Q: 3 clusters Score -1.641406e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -16414213.000000 Penalty: 3886.169434
	Iteration 66Q: 3 clusters Score -1.641421e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -16414362.000000 Penalty: 3886.169434
	Iteration 67Q: 3 clusters Score -1.641436e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -16414535.000000 Penalty: 3886.169434
	Iteration 68Q: 3 clusters Score -1.641454e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -16414756.000000 Penalty: 3886.169434
	Iteration 69Q: 3 clusters Score -1.641476e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -16414907.000000 Penalty: 3886.169434
	Iteration 70Q: 3 clusters Score -1.641491e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -16415034.000000 Penalty: 3886.169434
	Iteration 71Q: 3 clusters Score -1.641503e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -16415190.000000 Penalty: 3886.169434
	Iteration 72Q: 3 clusters Score -1.641519e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133745 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -16415357.000000 Penalty: 3886.169434
	Iteration 73Q: 3 clusters Score -1.641536e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -16415490.000000 Penalty: 3886.169434
	Iteration 74Q: 3 clusters Score -1.641549e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -16415619.000000 Penalty: 3886.169434
	Iteration 75Q: 3 clusters Score -1.641562e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -16415669.000000 Penalty: 3886.169434
	Iteration 76Q: 3 clusters Score -1.641567e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136374 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -16415806.000000 Penalty: 3886.169434
	Iteration 77Q: 3 clusters Score -1.641581e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -16415969.000000 Penalty: 3886.169434
	Iteration 78Q: 3 clusters Score -1.641597e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -16416007.000000 Penalty: 3886.169434
	Iteration 79Q: 3 clusters Score -1.641601e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138118 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -16416048.000000 Penalty: 3886.169434
	Iteration 80F: 3 clusters Score -1.641605e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -16416085.000000 Penalty: 3886.169434
	Iteration 81Q: 3 clusters Score -1.641608e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -16416182.000000 Penalty: 3886.169434
	Iteration 82Q: 3 clusters Score -1.641618e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -16416265.000000 Penalty: 3886.169434
	Iteration 83Q: 3 clusters Score -1.641626e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140028 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -16416378.000000 Penalty: 3886.169434
	Iteration 84Q: 3 clusters Score -1.641638e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -16416428.000000 Penalty: 3886.169434
	Iteration 85Q: 3 clusters Score -1.641643e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -16416513.000000 Penalty: 3886.169434
	Iteration 86Q: 3 clusters Score -1.641651e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -16416520.000000 Penalty: 3886.169434
	Iteration 87Q: 3 clusters Score -1.641652e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -16416616.000000 Penalty: 3886.169434
	Iteration 88Q: 3 clusters Score -1.641662e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -16416687.000000 Penalty: 3886.169434
	Iteration 89Q: 3 clusters Score -1.641669e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -16416718.000000 Penalty: 3886.169434
	Iteration 90Q: 3 clusters Score -1.641672e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -16416744.000000 Penalty: 3886.169434
	Iteration 91Q: 3 clusters Score -1.641674e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -16416783.000000 Penalty: 3886.169434
	Iteration 92Q: 3 clusters Score -1.641678e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -16416819.000000 Penalty: 3886.169434
	Iteration 93Q: 3 clusters Score -1.641682e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -16416894.000000 Penalty: 3886.169434
	Iteration 94Q: 3 clusters Score -1.641689e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -16416969.000000 Penalty: 3886.169434
	Iteration 95Q: 3 clusters Score -1.641697e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144685 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -16417036.000000 Penalty: 3886.169434
	Iteration 96Q: 3 clusters Score -1.641704e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -16417047.000000 Penalty: 3886.169434
	Iteration 97Q: 3 clusters Score -1.641705e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -16417063.000000 Penalty: 3886.169434
	Iteration 98Q: 3 clusters Score -1.641706e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -16417086.000000 Penalty: 3886.169434
	Iteration 99Q: 3 clusters Score -1.641709e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145917 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -16417112.000000 Penalty: 3886.169434
	Iteration 100F: 3 clusters Score -1.641711e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -16417152.000000 Penalty: 3886.169434
	Iteration 101Q: 3 clusters Score -1.641715e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -16417181.000000 Penalty: 3886.169434
	Iteration 102Q: 3 clusters Score -1.641718e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -16417204.000000 Penalty: 3886.169434
	Iteration 103Q: 3 clusters Score -1.64172e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -16417218.000000 Penalty: 3886.169434
	Iteration 104Q: 3 clusters Score -1.641722e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147311 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -16417205.000000 Penalty: 3886.169434
	Iteration 105Q: 3 clusters Score -1.64172e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -16417254.000000 Penalty: 3886.169434
	Iteration 106Q: 3 clusters Score -1.641725e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -16417353.000000 Penalty: 3886.169434
	Iteration 107Q: 3 clusters Score -1.641735e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -16417396.000000 Penalty: 3886.169434
	Iteration 108Q: 3 clusters Score -1.64174e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -16417400.000000 Penalty: 3886.169434
	Iteration 109Q: 3 clusters Score -1.64174e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -16417467.000000 Penalty: 3886.169434
	Iteration 110Q: 3 clusters Score -1.641747e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -16417505.000000 Penalty: 3886.169434
	Iteration 111Q: 3 clusters Score -1.64175e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -16417543.000000 Penalty: 3886.169434
	Iteration 112Q: 3 clusters Score -1.641754e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -16417570.000000 Penalty: 3886.169434
	Iteration 113Q: 3 clusters Score -1.641757e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -16417621.000000 Penalty: 3886.169434
	Iteration 114Q: 3 clusters Score -1.641762e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -16417708.000000 Penalty: 3886.169434
	Iteration 115Q: 3 clusters Score -1.641771e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150108 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -16417726.000000 Penalty: 3886.169434
	Iteration 116Q: 3 clusters Score -1.641773e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -16417736.000000 Penalty: 3886.169434
	Iteration 117Q: 3 clusters Score -1.641774e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -16417746.000000 Penalty: 3886.169434
	Iteration 118Q: 3 clusters Score -1.641775e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -16417817.000000 Penalty: 3886.169434
	Iteration 119Q: 3 clusters Score -1.641782e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -16417787.000000 Penalty: 3886.169434
	Iteration 120F: 3 clusters Score -1.641779e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -16417794.000000 Penalty: 3886.169434
	Iteration 121Q: 3 clusters Score -1.641779e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -16417803.000000 Penalty: 3886.169434
	Iteration 122Q: 3 clusters Score -1.64178e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -16417850.000000 Penalty: 3886.169434
	Iteration 123Q: 3 clusters Score -1.641785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151283 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -16417841.000000 Penalty: 3886.169434
	Iteration 124Q: 3 clusters Score -1.641784e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -16417842.000000 Penalty: 3886.169434
	Iteration 125Q: 3 clusters Score -1.641784e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -16417884.000000 Penalty: 3886.169434
	Iteration 126Q: 3 clusters Score -1.641788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -16417921.000000 Penalty: 3886.169434
	Iteration 127Q: 3 clusters Score -1.641792e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151743 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -16417919.000000 Penalty: 3886.169434
	Iteration 128Q: 3 clusters Score -1.641792e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16417939.000000 Penalty: 3886.169434
	Iteration 129Q: 3 clusters Score -1.641794e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -16417981.000000 Penalty: 3886.169434
	Iteration 130Q: 3 clusters Score -1.641798e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -16417998.000000 Penalty: 3886.169434
	Iteration 131Q: 3 clusters Score -1.6418e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -16418014.000000 Penalty: 3886.169434
	Iteration 132Q: 3 clusters Score -1.641801e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -16418052.000000 Penalty: 3886.169434
	Iteration 133Q: 3 clusters Score -1.641805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -16418089.000000 Penalty: 3886.169434
	Iteration 134Q: 3 clusters Score -1.641809e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -16418065.000000 Penalty: 3886.169434
	Iteration 135Q: 3 clusters Score -1.641806e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -16418075.000000 Penalty: 3886.169434
	Iteration 136Q: 3 clusters Score -1.641808e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -16418077.000000 Penalty: 3886.169434
	Iteration 137Q: 3 clusters Score -1.641808e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153027 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -16418108.000000 Penalty: 3886.169434
	Iteration 138Q: 3 clusters Score -1.641811e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -16418096.000000 Penalty: 3886.169434
	Iteration 139Q: 3 clusters Score -1.64181e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -16418136.000000 Penalty: 3886.169434
	Iteration 140F: 3 clusters Score -1.641814e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -16418172.000000 Penalty: 3886.169434
	Iteration 141Q: 3 clusters Score -1.641817e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -16418204.000000 Penalty: 3886.169434
	Iteration 142Q: 3 clusters Score -1.64182e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -16418228.000000 Penalty: 3886.169434
	Iteration 143Q: 3 clusters Score -1.641823e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -16418214.000000 Penalty: 3886.169434
	Iteration 144Q: 3 clusters Score -1.641821e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -16418207.000000 Penalty: 3886.169434
	Iteration 145Q: 3 clusters Score -1.641821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -16418238.000000 Penalty: 3886.169434
	Iteration 146Q: 3 clusters Score -1.641824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16418249.000000 Penalty: 3886.169434
	Iteration 147Q: 3 clusters Score -1.641825e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16418280.000000 Penalty: 3886.169434
	Iteration 148Q: 3 clusters Score -1.641828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16418304.000000 Penalty: 3886.169434
	Iteration 149Q: 3 clusters Score -1.64183e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154021 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16418327.000000 Penalty: 3886.169434
	Iteration 150Q: 3 clusters Score -1.641833e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -16418333.000000 Penalty: 3886.169434
	Iteration 151Q: 3 clusters Score -1.641833e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16418361.000000 Penalty: 3886.169434
	Iteration 152Q: 3 clusters Score -1.641836e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16418378.000000 Penalty: 3886.169434
	Iteration 153Q: 3 clusters Score -1.641838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -16418365.000000 Penalty: 3886.169434
	Iteration 154Q: 3 clusters Score -1.641836e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16418412.000000 Penalty: 3886.169434
	Iteration 155Q: 3 clusters Score -1.641841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16418405.000000 Penalty: 3886.169434
	Iteration 156Q: 3 clusters Score -1.64184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16418437.000000 Penalty: 3886.169434
	Iteration 157Q: 3 clusters Score -1.641844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16418434.000000 Penalty: 3886.169434
	Iteration 158Q: 3 clusters Score -1.641843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16418440.000000 Penalty: 3886.169434
	Iteration 159Q: 3 clusters Score -1.641844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16418444.000000 Penalty: 3886.169434
	Iteration 160F: 3 clusters Score -1.641844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16418428.000000 Penalty: 3886.169434
	Iteration 161Q: 3 clusters Score -1.641843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16418415.000000 Penalty: 3886.169434
	Iteration 162Q: 3 clusters Score -1.641842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16418450.000000 Penalty: 3886.169434
	Iteration 163Q: 3 clusters Score -1.641845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16418437.000000 Penalty: 3886.169434
	Iteration 164Q: 3 clusters Score -1.641844e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16418429.000000 Penalty: 3886.169434
	Iteration 165Q: 3 clusters Score -1.641843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16418423.000000 Penalty: 3886.169434
	Iteration 166Q: 3 clusters Score -1.641842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16418436.000000 Penalty: 3886.169434
	Iteration 167Q: 3 clusters Score -1.641844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16418440.000000 Penalty: 3886.169434
	Iteration 168Q: 3 clusters Score -1.641844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -16418432.000000 Penalty: 3886.169434
	Iteration 169Q: 3 clusters Score -1.641843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16418439.000000 Penalty: 3886.169434
	Iteration 170Q: 3 clusters Score -1.641844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16418438.000000 Penalty: 3886.169434
	Iteration 171Q: 3 clusters Score -1.641844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16418427.000000 Penalty: 3886.169434
	Iteration 172Q: 3 clusters Score -1.641843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16418445.000000 Penalty: 3886.169434
	Iteration 173Q: 3 clusters Score -1.641844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16418457.000000 Penalty: 3886.169434
	Iteration 174Q: 3 clusters Score -1.641846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16418444.000000 Penalty: 3886.169434
	Iteration 175Q: 3 clusters Score -1.641844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16418464.000000 Penalty: 3886.169434
	Iteration 176Q: 3 clusters Score -1.641846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16418454.000000 Penalty: 3886.169434
	Iteration 177Q: 3 clusters Score -1.641845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16418449.000000 Penalty: 3886.169434
	Iteration 178Q: 3 clusters Score -1.641845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16418458.000000 Penalty: 3886.169434
	Iteration 179Q: 3 clusters Score -1.641846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16418450.000000 Penalty: 3886.169434
	Iteration 180F: 3 clusters Score -1.641845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16418461.000000 Penalty: 3886.169434
	Iteration 181Q: 3 clusters Score -1.641846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16418456.000000 Penalty: 3886.169434
	Iteration 182Q: 3 clusters Score -1.641846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16418447.000000 Penalty: 3886.169434
	Iteration 183Q: 3 clusters Score -1.641845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16418450.000000 Penalty: 3886.169434
	Iteration 184Q: 3 clusters Score -1.641845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16418462.000000 Penalty: 3886.169434
	Iteration 185Q: 3 clusters Score -1.641846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16418466.000000 Penalty: 3886.169434
	Iteration 186Q: 3 clusters Score -1.641847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16418463.000000 Penalty: 3886.169434
	Iteration 187Q: 3 clusters Score -1.641846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16418463.000000 Penalty: 3886.169434
	Iteration 188Q: 3 clusters Score -1.641846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16418460.000000 Penalty: 3886.169434
	Iteration 189Q: 3 clusters Score -1.641846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16418467.000000 Penalty: 3886.169434
	Iteration 190Q: 3 clusters Score -1.641847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16418473.000000 Penalty: 3886.169434
	Iteration 191Q: 3 clusters Score -1.641847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16418474.000000 Penalty: 3886.169434
	Iteration 192Q: 3 clusters Score -1.641847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16418474.000000 Penalty: 3886.169434
	Iteration 193Q: 3 clusters Score -1.641847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16418477.000000 Penalty: 3886.169434
	Iteration 194Q: 3 clusters Score -1.641848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16418492.000000 Penalty: 3886.169434
	Iteration 195Q: 3 clusters Score -1.641849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16418487.000000 Penalty: 3886.169434
	Iteration 196Q: 3 clusters Score -1.641849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16418480.000000 Penalty: 3886.169434
	Iteration 197Q: 3 clusters Score -1.641848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16418473.000000 Penalty: 3886.169434
	Iteration 198Q: 3 clusters Score -1.641847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16418479.000000 Penalty: 3886.169434
	Iteration 199Q: 3 clusters Score -1.641848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16418480.000000 Penalty: 3886.169434
	Iteration 200F: 3 clusters Score -1.641848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Entering Unmasked Estep 
Score: -4224383.500000 Penalty: 1719.868042
	Iteration 0F: 2 clusters Score -4224384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4197906.500000 Penalty: 3439.736084
	Iteration 0F: 3 clusters Score -4197906 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4208191.000000 Penalty: 3439.736084
	Iteration 1F: 3 clusters Score -4208191 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4208732.000000 Penalty: 3439.736084
	Iteration 2Q: 3 clusters Score -4208732 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4209426.000000 Penalty: 3439.736084
	Iteration 3Q: 3 clusters Score -4209426 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4210348.500000 Penalty: 3439.736084
	Iteration 4Q: 3 clusters Score -4210348 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4211616.000000 Penalty: 3439.736084
	Iteration 5F: 3 clusters Score -4211616 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4213337.000000 Penalty: 3439.736084
	Iteration 6F: 3 clusters Score -4213337 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4215281.500000 Penalty: 3439.736084
	Iteration 7F: 3 clusters Score -4215282 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4217123.000000 Penalty: 3439.736084
	Iteration 8F: 3 clusters Score -4217123 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4218562.000000 Penalty: 3439.736084
	Iteration 9Q: 3 clusters Score -4218562 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4219646.500000 Penalty: 3439.736084
	Iteration 10Q: 3 clusters Score -4219646 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4220436.500000 Penalty: 3439.736084
	Iteration 11Q: 3 clusters Score -4220436 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4221031.500000 Penalty: 3439.736084
	Iteration 12Q: 3 clusters Score -4221032 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4221504.500000 Penalty: 3439.736084
	Iteration 13Q: 3 clusters Score -4221504 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4221867.000000 Penalty: 3439.736084
	Iteration 14Q: 3 clusters Score -4221867 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4222096.000000 Penalty: 3439.736084
	Iteration 15Q: 3 clusters Score -4222096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4222339.500000 Penalty: 3439.736084
	Iteration 16Q: 3 clusters Score -4222340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4222534.000000 Penalty: 3439.736084
	Iteration 17Q: 3 clusters Score -4222534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4222655.500000 Penalty: 3439.736084
	Iteration 18Q: 3 clusters Score -4222656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -4222738.000000 Penalty: 3439.736084
	Iteration 19Q: 3 clusters Score -4222738 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -4222800.500000 Penalty: 3439.736084
	Iteration 20F: 3 clusters Score -4222800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4222847.000000 Penalty: 3439.736084
	Iteration 21Q: 3 clusters Score -4222847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4222869.000000 Penalty: 3439.736084
	Iteration 22Q: 3 clusters Score -4222869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4222894.500000 Penalty: 3439.736084
	Iteration 23Q: 3 clusters Score -4222894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4222911.500000 Penalty: 3439.736084
	Iteration 24Q: 3 clusters Score -4222912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4222928.000000 Penalty: 3439.736084
	Iteration 25Q: 3 clusters Score -4222928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -4222941.000000 Penalty: 3439.736084
	Iteration 26Q: 3 clusters Score -4222941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4222951.000000 Penalty: 3439.736084
	Iteration 27Q: 3 clusters Score -4222951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -4222954.000000 Penalty: 3439.736084
	Iteration 28Q: 3 clusters Score -4222954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4222959.500000 Penalty: 3439.736084
	Iteration 29Q: 3 clusters Score -4222960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4222959.000000 Penalty: 3439.736084
	Iteration 30Q: 3 clusters Score -4222959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4222966.500000 Penalty: 3439.736084
	Iteration 31Q: 3 clusters Score -4222966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4222976.500000 Penalty: 3439.736084
	Iteration 32Q: 3 clusters Score -4222976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4222978.500000 Penalty: 3439.736084
	Iteration 33Q: 3 clusters Score -4222978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4222980.000000 Penalty: 3439.736084
	Iteration 34Q: 3 clusters Score -4222980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4222979.500000 Penalty: 3439.736084
	Iteration 35Q: 3 clusters Score -4222980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4222978.000000 Penalty: 3439.736084
	Iteration 36Q: 3 clusters Score -4222978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4222978.000000 Penalty: 3439.736084
	Iteration 37F: 3 clusters Score -4222978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Entering Unmasked Estep 
Score: -6183938.000000 Penalty: 1781.658447
	Iteration 0F: 2 clusters Score -6183938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6145283.500000 Penalty: 3563.316895
	Iteration 0F: 3 clusters Score -6145284 nChanged 27269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6160861.500000 Penalty: 3563.316895
	Iteration 1F: 3 clusters Score -6160862 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -6161543.000000 Penalty: 3563.316895
	Iteration 2Q: 3 clusters Score -6161543 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6162433.000000 Penalty: 3563.316895
	Iteration 3Q: 3 clusters Score -6162433 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -6163713.500000 Penalty: 3563.316895
	Iteration 4Q: 3 clusters Score -6163714 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6165355.000000 Penalty: 3563.316895
	Iteration 5F: 3 clusters Score -6165355 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -6167552.000000 Penalty: 3563.316895
	Iteration 6F: 3 clusters Score -6167552 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -6169981.000000 Penalty: 3563.316895
	Iteration 7F: 3 clusters Score -6169981 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -6172576.000000 Penalty: 3563.316895
	Iteration 8F: 3 clusters Score -6172576 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -6174777.500000 Penalty: 3563.316895
	Iteration 9F: 3 clusters Score -6174778 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -6176487.000000 Penalty: 3563.316895
	Iteration 10Q: 3 clusters Score -6176487 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -6177558.500000 Penalty: 3563.316895
	Iteration 11Q: 3 clusters Score -6177558 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6178243.000000 Penalty: 3563.316895
	Iteration 12Q: 3 clusters Score -6178243 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6178766.500000 Penalty: 3563.316895
	Iteration 13Q: 3 clusters Score -6178766 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6179316.500000 Penalty: 3563.316895
	Iteration 14Q: 3 clusters Score -6179316 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6179762.500000 Penalty: 3563.316895
	Iteration 15Q: 3 clusters Score -6179762 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6180197.000000 Penalty: 3563.316895
	Iteration 16Q: 3 clusters Score -6180197 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6180584.000000 Penalty: 3563.316895
	Iteration 17Q: 3 clusters Score -6180584 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6180944.000000 Penalty: 3563.316895
	Iteration 18Q: 3 clusters Score -6180944 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6181245.500000 Penalty: 3563.316895
	Iteration 19Q: 3 clusters Score -6181246 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6181429.000000 Penalty: 3563.316895
	Iteration 20F: 3 clusters Score -6181429 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6181579.000000 Penalty: 3563.316895
	Iteration 21Q: 3 clusters Score -6181579 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6181715.500000 Penalty: 3563.316895
	Iteration 22Q: 3 clusters Score -6181716 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6181829.000000 Penalty: 3563.316895
	Iteration 23Q: 3 clusters Score -6181829 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6181900.000000 Penalty: 3563.316895
	Iteration 24Q: 3 clusters Score -6181900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6181979.000000 Penalty: 3563.316895
	Iteration 25Q: 3 clusters Score -6181979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6182050.000000 Penalty: 3563.316895
	Iteration 26Q: 3 clusters Score -6182050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6182119.000000 Penalty: 3563.316895
	Iteration 27Q: 3 clusters Score -6182119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6182187.000000 Penalty: 3563.316895
	Iteration 28Q: 3 clusters Score -6182187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6182224.000000 Penalty: 3563.316895
	Iteration 29Q: 3 clusters Score -6182224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6182265.000000 Penalty: 3563.316895
	Iteration 30Q: 3 clusters Score -6182265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6182295.000000 Penalty: 3563.316895
	Iteration 31Q: 3 clusters Score -6182295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6182330.000000 Penalty: 3563.316895
	Iteration 32Q: 3 clusters Score -6182330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6182342.000000 Penalty: 3563.316895
	Iteration 33Q: 3 clusters Score -6182342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6182369.000000 Penalty: 3563.316895
	Iteration 34Q: 3 clusters Score -6182369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6182391.500000 Penalty: 3563.316895
	Iteration 35Q: 3 clusters Score -6182392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6182403.000000 Penalty: 3563.316895
	Iteration 36Q: 3 clusters Score -6182403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6182413.000000 Penalty: 3563.316895
	Iteration 37Q: 3 clusters Score -6182413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6182421.000000 Penalty: 3563.316895
	Iteration 38Q: 3 clusters Score -6182421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6182432.000000 Penalty: 3563.316895
	Iteration 39Q: 3 clusters Score -6182432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6182432.000000 Penalty: 3563.316895
	Iteration 40F: 3 clusters Score -6182432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6182434.500000 Penalty: 3563.316895
	Iteration 41Q: 3 clusters Score -6182434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6182439.000000 Penalty: 3563.316895
	Iteration 42Q: 3 clusters Score -6182439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6182438.000000 Penalty: 3563.316895
	Iteration 43Q: 3 clusters Score -6182438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6182447.000000 Penalty: 3563.316895
	Iteration 44Q: 3 clusters Score -6182447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6182446.500000 Penalty: 3563.316895
	Iteration 45Q: 3 clusters Score -6182446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6182452.000000 Penalty: 3563.316895
	Iteration 46Q: 3 clusters Score -6182452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6182452.000000 Penalty: 3563.316895
	Iteration 47Q: 3 clusters Score -6182452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6182455.500000 Penalty: 3563.316895
	Iteration 48Q: 3 clusters Score -6182456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6182452.500000 Penalty: 3563.316895
	Iteration 49Q: 3 clusters Score -6182452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6182457.500000 Penalty: 3563.316895
	Iteration 50Q: 3 clusters Score -6182458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6182456.500000 Penalty: 3563.316895
	Iteration 51Q: 3 clusters Score -6182456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6182464.000000 Penalty: 3563.316895
	Iteration 52Q: 3 clusters Score -6182464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6182460.000000 Penalty: 3563.316895
	Iteration 53Q: 3 clusters Score -6182460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6182464.500000 Penalty: 3563.316895
	Iteration 54Q: 3 clusters Score -6182464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6182462.000000 Penalty: 3563.316895
	Iteration 55Q: 3 clusters Score -6182462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6182464.000000 Penalty: 3563.316895
	Iteration 56Q: 3 clusters Score -6182464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6182462.500000 Penalty: 3563.316895
	Iteration 57Q: 3 clusters Score -6182462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6182464.000000 Penalty: 3563.316895
	Iteration 58Q: 3 clusters Score -6182464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6182471.000000 Penalty: 3563.316895
	Iteration 59Q: 3 clusters Score -6182471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6182466.500000 Penalty: 3563.316895
	Iteration 60F: 3 clusters Score -6182466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6182467.500000 Penalty: 3563.316895
	Iteration 61Q: 3 clusters Score -6182468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6182467.500000 Penalty: 3563.316895
	Iteration 62Q: 3 clusters Score -6182468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6182467.500000 Penalty: 3563.316895
	Iteration 63F: 3 clusters Score -6182468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Entering Unmasked Estep 
Score: -2622862.750000 Penalty: 1641.995972
	Iteration 0F: 2 clusters Score -2622863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2606192.250000 Penalty: 3283.991943
	Iteration 0F: 3 clusters Score -2606192 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2612402.250000 Penalty: 3283.991943
	Iteration 1F: 3 clusters Score -2612402 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2612890.250000 Penalty: 3283.991943
	Iteration 2Q: 3 clusters Score -2612890 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2613449.000000 Penalty: 3283.991943
	Iteration 3Q: 3 clusters Score -2613449 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2614123.000000 Penalty: 3283.991943
	Iteration 4F: 3 clusters Score -2614123 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2614879.000000 Penalty: 3283.991943
	Iteration 5F: 3 clusters Score -2614879 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2615788.750000 Penalty: 3283.991943
	Iteration 6F: 3 clusters Score -2615789 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2616826.750000 Penalty: 3283.991943
	Iteration 7F: 3 clusters Score -2616827 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2617787.750000 Penalty: 3283.991943
	Iteration 8F: 3 clusters Score -2617788 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2618474.750000 Penalty: 3283.991943
	Iteration 9Q: 3 clusters Score -2618475 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2618830.500000 Penalty: 3283.991943
	Iteration 10Q: 3 clusters Score -2618830 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2619061.250000 Penalty: 3283.991943
	Iteration 11Q: 3 clusters Score -2619061 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2619206.000000 Penalty: 3283.991943
	Iteration 12Q: 3 clusters Score -2619206 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2619350.750000 Penalty: 3283.991943
	Iteration 13Q: 3 clusters Score -2619351 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2619452.250000 Penalty: 3283.991943
	Iteration 14Q: 3 clusters Score -2619452 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2619585.750000 Penalty: 3283.991943
	Iteration 15Q: 3 clusters Score -2619586 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2619709.250000 Penalty: 3283.991943
	Iteration 16Q: 3 clusters Score -2619709 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2619860.250000 Penalty: 3283.991943
	Iteration 17Q: 3 clusters Score -2619860 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2619965.250000 Penalty: 3283.991943
	Iteration 18Q: 3 clusters Score -2619965 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2620069.000000 Penalty: 3283.991943
	Iteration 19Q: 3 clusters Score -2620069 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2620152.500000 Penalty: 3283.991943
	Iteration 20F: 3 clusters Score -2620152 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2620219.000000 Penalty: 3283.991943
	Iteration 21Q: 3 clusters Score -2620219 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2620301.250000 Penalty: 3283.991943
	Iteration 22Q: 3 clusters Score -2620301 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2620354.000000 Penalty: 3283.991943
	Iteration 23Q: 3 clusters Score -2620354 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2620424.250000 Penalty: 3283.991943
	Iteration 24Q: 3 clusters Score -2620424 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2620475.000000 Penalty: 3283.991943
	Iteration 25Q: 3 clusters Score -2620475 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2620498.250000 Penalty: 3283.991943
	Iteration 26Q: 3 clusters Score -2620498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2620552.250000 Penalty: 3283.991943
	Iteration 27Q: 3 clusters Score -2620552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2620585.000000 Penalty: 3283.991943
	Iteration 28Q: 3 clusters Score -2620585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2620630.250000 Penalty: 3283.991943
	Iteration 29Q: 3 clusters Score -2620630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2620691.000000 Penalty: 3283.991943
	Iteration 30Q: 3 clusters Score -2620691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2620727.000000 Penalty: 3283.991943
	Iteration 31Q: 3 clusters Score -2620727 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2620777.500000 Penalty: 3283.991943
	Iteration 32Q: 3 clusters Score -2620778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2620815.000000 Penalty: 3283.991943
	Iteration 33Q: 3 clusters Score -2620815 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2620853.750000 Penalty: 3283.991943
	Iteration 34Q: 3 clusters Score -2620854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2620889.500000 Penalty: 3283.991943
	Iteration 35Q: 3 clusters Score -2620890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2620926.250000 Penalty: 3283.991943
	Iteration 36Q: 3 clusters Score -2620926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2620973.750000 Penalty: 3283.991943
	Iteration 37Q: 3 clusters Score -2620974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2620991.250000 Penalty: 3283.991943
	Iteration 38Q: 3 clusters Score -2620991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2621025.750000 Penalty: 3283.991943
	Iteration 39Q: 3 clusters Score -2621026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2621043.500000 Penalty: 3283.991943
	Iteration 40F: 3 clusters Score -2621044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2621066.750000 Penalty: 3283.991943
	Iteration 41Q: 3 clusters Score -2621067 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2621095.500000 Penalty: 3283.991943
	Iteration 42Q: 3 clusters Score -2621096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2621121.500000 Penalty: 3283.991943
	Iteration 43Q: 3 clusters Score -2621122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2621160.000000 Penalty: 3283.991943
	Iteration 44Q: 3 clusters Score -2621160 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2621198.250000 Penalty: 3283.991943
	Iteration 45Q: 3 clusters Score -2621198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2621227.250000 Penalty: 3283.991943
	Iteration 46Q: 3 clusters Score -2621227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2621247.500000 Penalty: 3283.991943
	Iteration 47Q: 3 clusters Score -2621248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2621274.000000 Penalty: 3283.991943
	Iteration 48Q: 3 clusters Score -2621274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2621292.750000 Penalty: 3283.991943
	Iteration 49Q: 3 clusters Score -2621293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2621308.500000 Penalty: 3283.991943
	Iteration 50Q: 3 clusters Score -2621308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2621312.000000 Penalty: 3283.991943
	Iteration 51Q: 3 clusters Score -2621312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2621323.500000 Penalty: 3283.991943
	Iteration 52Q: 3 clusters Score -2621324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2621332.500000 Penalty: 3283.991943
	Iteration 53Q: 3 clusters Score -2621332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2621345.000000 Penalty: 3283.991943
	Iteration 54Q: 3 clusters Score -2621345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2621344.250000 Penalty: 3283.991943
	Iteration 55Q: 3 clusters Score -2621344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2621354.500000 Penalty: 3283.991943
	Iteration 56Q: 3 clusters Score -2621354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2621357.250000 Penalty: 3283.991943
	Iteration 57Q: 3 clusters Score -2621357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2621361.500000 Penalty: 3283.991943
	Iteration 58Q: 3 clusters Score -2621362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2621362.000000 Penalty: 3283.991943
	Iteration 59Q: 3 clusters Score -2621362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2621363.500000 Penalty: 3283.991943
	Iteration 60F: 3 clusters Score -2621364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2621362.750000 Penalty: 3283.991943
	Iteration 61Q: 3 clusters Score -2621363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2621364.750000 Penalty: 3283.991943
	Iteration 62Q: 3 clusters Score -2621365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2621370.750000 Penalty: 3283.991943
	Iteration 63Q: 3 clusters Score -2621371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2621374.750000 Penalty: 3283.991943
	Iteration 64Q: 3 clusters Score -2621375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2621384.000000 Penalty: 3283.991943
	Iteration 65Q: 3 clusters Score -2621384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2621388.750000 Penalty: 3283.991943
	Iteration 66Q: 3 clusters Score -2621389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2621391.750000 Penalty: 3283.991943
	Iteration 67Q: 3 clusters Score -2621392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2621398.250000 Penalty: 3283.991943
	Iteration 68Q: 3 clusters Score -2621398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2621404.500000 Penalty: 3283.991943
	Iteration 69Q: 3 clusters Score -2621404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2621409.000000 Penalty: 3283.991943
	Iteration 70Q: 3 clusters Score -2621409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2621408.750000 Penalty: 3283.991943
	Iteration 71Q: 3 clusters Score -2621409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2621408.000000 Penalty: 3283.991943
	Iteration 72Q: 3 clusters Score -2621408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2621409.250000 Penalty: 3283.991943
	Iteration 73Q: 3 clusters Score -2621409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2621408.750000 Penalty: 3283.991943
	Iteration 74Q: 3 clusters Score -2621409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2621411.750000 Penalty: 3283.991943
	Iteration 75Q: 3 clusters Score -2621412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2621419.750000 Penalty: 3283.991943
	Iteration 76Q: 3 clusters Score -2621420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2621426.750000 Penalty: 3283.991943
	Iteration 77Q: 3 clusters Score -2621427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2621432.500000 Penalty: 3283.991943
	Iteration 78Q: 3 clusters Score -2621432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2621438.500000 Penalty: 3283.991943
	Iteration 79Q: 3 clusters Score -2621438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2621448.750000 Penalty: 3283.991943
	Iteration 80F: 3 clusters Score -2621449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2621463.000000 Penalty: 3283.991943
	Iteration 81Q: 3 clusters Score -2621463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2621471.000000 Penalty: 3283.991943
	Iteration 82Q: 3 clusters Score -2621471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2621472.250000 Penalty: 3283.991943
	Iteration 83Q: 3 clusters Score -2621472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2621475.250000 Penalty: 3283.991943
	Iteration 84Q: 3 clusters Score -2621475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2621479.250000 Penalty: 3283.991943
	Iteration 85Q: 3 clusters Score -2621479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2621477.000000 Penalty: 3283.991943
	Iteration 86Q: 3 clusters Score -2621477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2621480.750000 Penalty: 3283.991943
	Iteration 87Q: 3 clusters Score -2621481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2621478.500000 Penalty: 3283.991943
	Iteration 88Q: 3 clusters Score -2621478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2621479.000000 Penalty: 3283.991943
	Iteration 89Q: 3 clusters Score -2621479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2621478.250000 Penalty: 3283.991943
	Iteration 90Q: 3 clusters Score -2621478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2621482.500000 Penalty: 3283.991943
	Iteration 91Q: 3 clusters Score -2621482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2621488.750000 Penalty: 3283.991943
	Iteration 92Q: 3 clusters Score -2621489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2621485.500000 Penalty: 3283.991943
	Iteration 93Q: 3 clusters Score -2621486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2621490.000000 Penalty: 3283.991943
	Iteration 94Q: 3 clusters Score -2621490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2621494.250000 Penalty: 3283.991943
	Iteration 95Q: 3 clusters Score -2621494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2621491.750000 Penalty: 3283.991943
	Iteration 96Q: 3 clusters Score -2621492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2621490.500000 Penalty: 3283.991943
	Iteration 97Q: 3 clusters Score -2621490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2621496.500000 Penalty: 3283.991943
	Iteration 98Q: 3 clusters Score -2621496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2621499.500000 Penalty: 3283.991943
	Iteration 99Q: 3 clusters Score -2621500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2621501.500000 Penalty: 3283.991943
	Iteration 100F: 3 clusters Score -2621502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2621501.000000 Penalty: 3283.991943
	Iteration 101Q: 3 clusters Score -2621501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2621503.250000 Penalty: 3283.991943
	Iteration 102Q: 3 clusters Score -2621503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2621508.500000 Penalty: 3283.991943
	Iteration 103Q: 3 clusters Score -2621508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2621516.000000 Penalty: 3283.991943
	Iteration 104Q: 3 clusters Score -2621516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2621514.500000 Penalty: 3283.991943
	Iteration 105Q: 3 clusters Score -2621514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2621518.000000 Penalty: 3283.991943
	Iteration 106Q: 3 clusters Score -2621518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2621516.500000 Penalty: 3283.991943
	Iteration 107Q: 3 clusters Score -2621516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2621515.000000 Penalty: 3283.991943
	Iteration 108Q: 3 clusters Score -2621515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2621515.500000 Penalty: 3283.991943
	Iteration 109Q: 3 clusters Score -2621516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2621517.500000 Penalty: 3283.991943
	Iteration 110Q: 3 clusters Score -2621518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2621518.250000 Penalty: 3283.991943
	Iteration 111Q: 3 clusters Score -2621518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2621520.250000 Penalty: 3283.991943
	Iteration 112Q: 3 clusters Score -2621520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2621519.750000 Penalty: 3283.991943
	Iteration 113Q: 3 clusters Score -2621520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2621519.750000 Penalty: 3283.991943
	Iteration 114F: 3 clusters Score -2621520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -2133661.000000 Penalty: 1608.706177
	Iteration 0F: 2 clusters Score -2133661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2120112.750000 Penalty: 3217.412354
	Iteration 0F: 3 clusters Score -2120113 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2124894.000000 Penalty: 3217.412354
	Iteration 1F: 3 clusters Score -2124894 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2125219.500000 Penalty: 3217.412354
	Iteration 2Q: 3 clusters Score -2125220 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2125530.500000 Penalty: 3217.412354
	Iteration 3Q: 3 clusters Score -2125530 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2125868.750000 Penalty: 3217.412354
	Iteration 4Q: 3 clusters Score -2125869 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2126215.500000 Penalty: 3217.412354
	Iteration 5Q: 3 clusters Score -2126216 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2126600.500000 Penalty: 3217.412354
	Iteration 6Q: 3 clusters Score -2126600 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2127068.750000 Penalty: 3217.412354
	Iteration 7Q: 3 clusters Score -2127069 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2127653.750000 Penalty: 3217.412354
	Iteration 8Q: 3 clusters Score -2127654 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2128415.000000 Penalty: 3217.412354
	Iteration 9F: 3 clusters Score -2128415 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2129206.000000 Penalty: 3217.412354
	Iteration 10F: 3 clusters Score -2129206 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2129780.250000 Penalty: 3217.412354
	Iteration 11Q: 3 clusters Score -2129780 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2130118.750000 Penalty: 3217.412354
	Iteration 12Q: 3 clusters Score -2130119 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2130295.750000 Penalty: 3217.412354
	Iteration 13Q: 3 clusters Score -2130296 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2130414.750000 Penalty: 3217.412354
	Iteration 14Q: 3 clusters Score -2130415 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2130482.500000 Penalty: 3217.412354
	Iteration 15Q: 3 clusters Score -2130482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2130554.500000 Penalty: 3217.412354
	Iteration 16Q: 3 clusters Score -2130554 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2130605.000000 Penalty: 3217.412354
	Iteration 17Q: 3 clusters Score -2130605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2130665.000000 Penalty: 3217.412354
	Iteration 18Q: 3 clusters Score -2130665 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2130714.750000 Penalty: 3217.412354
	Iteration 19Q: 3 clusters Score -2130715 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2130778.750000 Penalty: 3217.412354
	Iteration 20F: 3 clusters Score -2130779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2130821.500000 Penalty: 3217.412354
	Iteration 21Q: 3 clusters Score -2130822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2130868.250000 Penalty: 3217.412354
	Iteration 22Q: 3 clusters Score -2130868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2130919.750000 Penalty: 3217.412354
	Iteration 23Q: 3 clusters Score -2130920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2130962.000000 Penalty: 3217.412354
	Iteration 24Q: 3 clusters Score -2130962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2131007.750000 Penalty: 3217.412354
	Iteration 25Q: 3 clusters Score -2131008 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2131037.750000 Penalty: 3217.412354
	Iteration 26Q: 3 clusters Score -2131038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2131066.250000 Penalty: 3217.412354
	Iteration 27Q: 3 clusters Score -2131066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2131090.250000 Penalty: 3217.412354
	Iteration 28Q: 3 clusters Score -2131090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2131118.500000 Penalty: 3217.412354
	Iteration 29Q: 3 clusters Score -2131118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2131147.000000 Penalty: 3217.412354
	Iteration 30Q: 3 clusters Score -2131147 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2131175.750000 Penalty: 3217.412354
	Iteration 31Q: 3 clusters Score -2131176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2131207.000000 Penalty: 3217.412354
	Iteration 32Q: 3 clusters Score -2131207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2131253.500000 Penalty: 3217.412354
	Iteration 33Q: 3 clusters Score -2131254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2131284.250000 Penalty: 3217.412354
	Iteration 34Q: 3 clusters Score -2131284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2131307.000000 Penalty: 3217.412354
	Iteration 35Q: 3 clusters Score -2131307 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2131340.750000 Penalty: 3217.412354
	Iteration 36Q: 3 clusters Score -2131341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2131372.250000 Penalty: 3217.412354
	Iteration 37Q: 3 clusters Score -2131372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2131400.000000 Penalty: 3217.412354
	Iteration 38Q: 3 clusters Score -2131400 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2131430.000000 Penalty: 3217.412354
	Iteration 39Q: 3 clusters Score -2131430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2131460.500000 Penalty: 3217.412354
	Iteration 40F: 3 clusters Score -2131460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2131483.000000 Penalty: 3217.412354
	Iteration 41Q: 3 clusters Score -2131483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2131503.750000 Penalty: 3217.412354
	Iteration 42Q: 3 clusters Score -2131504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2131522.750000 Penalty: 3217.412354
	Iteration 43Q: 3 clusters Score -2131523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2131542.500000 Penalty: 3217.412354
	Iteration 44Q: 3 clusters Score -2131542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2131565.000000 Penalty: 3217.412354
	Iteration 45Q: 3 clusters Score -2131565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2131580.750000 Penalty: 3217.412354
	Iteration 46Q: 3 clusters Score -2131581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2131597.500000 Penalty: 3217.412354
	Iteration 47Q: 3 clusters Score -2131598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2131620.250000 Penalty: 3217.412354
	Iteration 48Q: 3 clusters Score -2131620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2131639.500000 Penalty: 3217.412354
	Iteration 49Q: 3 clusters Score -2131640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2131661.250000 Penalty: 3217.412354
	Iteration 50Q: 3 clusters Score -2131661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2131678.250000 Penalty: 3217.412354
	Iteration 51Q: 3 clusters Score -2131678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2131702.000000 Penalty: 3217.412354
	Iteration 52Q: 3 clusters Score -2131702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2131725.000000 Penalty: 3217.412354
	Iteration 53Q: 3 clusters Score -2131725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2131752.750000 Penalty: 3217.412354
	Iteration 54Q: 3 clusters Score -2131753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2131768.750000 Penalty: 3217.412354
	Iteration 55Q: 3 clusters Score -2131769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2131781.750000 Penalty: 3217.412354
	Iteration 56Q: 3 clusters Score -2131782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2131798.250000 Penalty: 3217.412354
	Iteration 57Q: 3 clusters Score -2131798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2131821.250000 Penalty: 3217.412354
	Iteration 58Q: 3 clusters Score -2131821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2131839.000000 Penalty: 3217.412354
	Iteration 59Q: 3 clusters Score -2131839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2131852.500000 Penalty: 3217.412354
	Iteration 60F: 3 clusters Score -2131852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2131862.250000 Penalty: 3217.412354
	Iteration 61Q: 3 clusters Score -2131862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2131878.250000 Penalty: 3217.412354
	Iteration 62Q: 3 clusters Score -2131878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2131894.000000 Penalty: 3217.412354
	Iteration 63Q: 3 clusters Score -2131894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2131909.500000 Penalty: 3217.412354
	Iteration 64Q: 3 clusters Score -2131910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2131928.000000 Penalty: 3217.412354
	Iteration 65Q: 3 clusters Score -2131928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2131940.500000 Penalty: 3217.412354
	Iteration 66Q: 3 clusters Score -2131940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2131952.750000 Penalty: 3217.412354
	Iteration 67Q: 3 clusters Score -2131953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2131956.250000 Penalty: 3217.412354
	Iteration 68Q: 3 clusters Score -2131956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2131976.250000 Penalty: 3217.412354
	Iteration 69Q: 3 clusters Score -2131976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2131999.750000 Penalty: 3217.412354
	Iteration 70Q: 3 clusters Score -2132000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2132026.250000 Penalty: 3217.412354
	Iteration 71Q: 3 clusters Score -2132026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2132045.000000 Penalty: 3217.412354
	Iteration 72Q: 3 clusters Score -2132045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2132060.500000 Penalty: 3217.412354
	Iteration 73Q: 3 clusters Score -2132060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2132080.500000 Penalty: 3217.412354
	Iteration 74Q: 3 clusters Score -2132080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2132097.750000 Penalty: 3217.412354
	Iteration 75Q: 3 clusters Score -2132098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2132113.000000 Penalty: 3217.412354
	Iteration 76Q: 3 clusters Score -2132113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2132128.000000 Penalty: 3217.412354
	Iteration 77Q: 3 clusters Score -2132128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2132140.750000 Penalty: 3217.412354
	Iteration 78Q: 3 clusters Score -2132141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2132159.000000 Penalty: 3217.412354
	Iteration 79Q: 3 clusters Score -2132159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2132171.500000 Penalty: 3217.412354
	Iteration 80F: 3 clusters Score -2132172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2132180.500000 Penalty: 3217.412354
	Iteration 81Q: 3 clusters Score -2132180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2132194.750000 Penalty: 3217.412354
	Iteration 82Q: 3 clusters Score -2132195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2132206.750000 Penalty: 3217.412354
	Iteration 83Q: 3 clusters Score -2132207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2132217.000000 Penalty: 3217.412354
	Iteration 84Q: 3 clusters Score -2132217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2132229.000000 Penalty: 3217.412354
	Iteration 85Q: 3 clusters Score -2132229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2132240.250000 Penalty: 3217.412354
	Iteration 86Q: 3 clusters Score -2132240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2132251.000000 Penalty: 3217.412354
	Iteration 87Q: 3 clusters Score -2132251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2132267.000000 Penalty: 3217.412354
	Iteration 88Q: 3 clusters Score -2132267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2132270.750000 Penalty: 3217.412354
	Iteration 89Q: 3 clusters Score -2132271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2132275.250000 Penalty: 3217.412354
	Iteration 90Q: 3 clusters Score -2132275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2132282.000000 Penalty: 3217.412354
	Iteration 91Q: 3 clusters Score -2132282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2132287.000000 Penalty: 3217.412354
	Iteration 92Q: 3 clusters Score -2132287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2132293.000000 Penalty: 3217.412354
	Iteration 93Q: 3 clusters Score -2132293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2132296.000000 Penalty: 3217.412354
	Iteration 94Q: 3 clusters Score -2132296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2132294.750000 Penalty: 3217.412354
	Iteration 95Q: 3 clusters Score -2132295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2132294.750000 Penalty: 3217.412354
	Iteration 96Q: 3 clusters Score -2132295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2132295.750000 Penalty: 3217.412354
	Iteration 97Q: 3 clusters Score -2132296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2132296.000000 Penalty: 3217.412354
	Iteration 98Q: 3 clusters Score -2132296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2132296.500000 Penalty: 3217.412354
	Iteration 99Q: 3 clusters Score -2132296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2132296.500000 Penalty: 3217.412354
	Iteration 100F: 3 clusters Score -2132296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Entering Unmasked Estep 
Score: -5048059.000000 Penalty: 1749.988281
	Iteration 0F: 2 clusters Score -5048059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5016387.000000 Penalty: 3499.976562
	Iteration 0F: 3 clusters Score -5016387 nChanged 22114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5028906.500000 Penalty: 3499.976562
	Iteration 1F: 3 clusters Score -5028906 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5029457.000000 Penalty: 3499.976562
	Iteration 2Q: 3 clusters Score -5029457 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5030198.500000 Penalty: 3499.976562
	Iteration 3Q: 3 clusters Score -5030198 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -5031209.000000 Penalty: 3499.976562
	Iteration 4Q: 3 clusters Score -5031209 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5032559.500000 Penalty: 3499.976562
	Iteration 5F: 3 clusters Score -5032560 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5034322.000000 Penalty: 3499.976562
	Iteration 6F: 3 clusters Score -5034322 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5036259.500000 Penalty: 3499.976562
	Iteration 7F: 3 clusters Score -5036260 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -5037911.000000 Penalty: 3499.976562
	Iteration 8F: 3 clusters Score -5037911 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5039091.000000 Penalty: 3499.976562
	Iteration 9F: 3 clusters Score -5039091 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 25851 members 
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Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 26149 members 
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Mstep: Class 2 contains 26486 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 28887 members 
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Mstep: Class 2 contains 29448 members 
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Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 30063 members 
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Mstep: Class 2 contains 30684 members 
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 31327 members 
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Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 37572 members 
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Mstep: Class 2 contains 38336 members 
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Mstep: Class 2 contains 39004 members 
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Mstep: Class 2 contains 41378 members 
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	Iteration 80F: 3 clusters Score -5046816 nChanged 14
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	Iteration 82Q: 3 clusters Score -5046822 nChanged 10
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	Iteration 83Q: 3 clusters Score -5046827 nChanged 12
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	Iteration 84Q: 3 clusters Score -5046832 nChanged 7
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	Iteration 85Q: 3 clusters Score -5046829 nChanged 6
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	Iteration 86Q: 3 clusters Score -5046829 nChanged 4
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	Iteration 87Q: 3 clusters Score -5046832 nChanged 3
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	Iteration 100F: 3 clusters Score -5046832 nChanged 3
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	Iteration 102Q: 3 clusters Score -5046834 nChanged 1
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5046837.000000 Penalty: 3499.976562
	Iteration 103Q: 3 clusters Score -5046837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5046838.500000 Penalty: 3499.976562
	Iteration 104Q: 3 clusters Score -5046838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -5046839.500000 Penalty: 3499.976562
	Iteration 105Q: 3 clusters Score -5046840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -5046838.000000 Penalty: 3499.976562
	Iteration 106Q: 3 clusters Score -5046838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -5046839.500000 Penalty: 3499.976562
	Iteration 107Q: 3 clusters Score -5046840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5046844.500000 Penalty: 3499.976562
	Iteration 108Q: 3 clusters Score -5046844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -5046841.000000 Penalty: 3499.976562
	Iteration 109Q: 3 clusters Score -5046841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5046838.500000 Penalty: 3499.976562
	Iteration 110Q: 3 clusters Score -5046838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5046840.000000 Penalty: 3499.976562
	Iteration 111Q: 3 clusters Score -5046840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -5046842.500000 Penalty: 3499.976562
	Iteration 112Q: 3 clusters Score -5046842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5046840.000000 Penalty: 3499.976562
	Iteration 113Q: 3 clusters Score -5046840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5046850.000000 Penalty: 3499.976562
	Iteration 114Q: 3 clusters Score -5046850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -5046850.500000 Penalty: 3499.976562
	Iteration 115Q: 3 clusters Score -5046850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -5046844.500000 Penalty: 3499.976562
	Iteration 116Q: 3 clusters Score -5046844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -5046839.000000 Penalty: 3499.976562
	Iteration 117Q: 3 clusters Score -5046839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5046846.500000 Penalty: 3499.976562
	Iteration 118Q: 3 clusters Score -5046846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5046846.500000 Penalty: 3499.976562
	Iteration 119F: 3 clusters Score -5046846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Entering Unmasked Estep 
Score: -3826273.250000 Penalty: 1703.813232
	Iteration 0F: 2 clusters Score -3826273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3802148.750000 Penalty: 3407.626465
	Iteration 0F: 3 clusters Score -3802149 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3811668.250000 Penalty: 3407.626465
	Iteration 1F: 3 clusters Score -3811668 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3812266.000000 Penalty: 3407.626465
	Iteration 2Q: 3 clusters Score -3812266 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3812949.000000 Penalty: 3407.626465
	Iteration 3Q: 3 clusters Score -3812949 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3813834.750000 Penalty: 3407.626465
	Iteration 4F: 3 clusters Score -3813835 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3815105.250000 Penalty: 3407.626465
	Iteration 5F: 3 clusters Score -3815105 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3816734.500000 Penalty: 3407.626465
	Iteration 6F: 3 clusters Score -3816734 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3818376.750000 Penalty: 3407.626465
	Iteration 7F: 3 clusters Score -3818377 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3819657.750000 Penalty: 3407.626465
	Iteration 8F: 3 clusters Score -3819658 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3820422.000000 Penalty: 3407.626465
	Iteration 9Q: 3 clusters Score -3820422 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -3820863.750000 Penalty: 3407.626465
	Iteration 10Q: 3 clusters Score -3820864 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3821126.000000 Penalty: 3407.626465
	Iteration 11Q: 3 clusters Score -3821126 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3821317.500000 Penalty: 3407.626465
	Iteration 12Q: 3 clusters Score -3821318 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3821472.750000 Penalty: 3407.626465
	Iteration 13Q: 3 clusters Score -3821473 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3821594.750000 Penalty: 3407.626465
	Iteration 14Q: 3 clusters Score -3821595 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3821724.750000 Penalty: 3407.626465
	Iteration 15Q: 3 clusters Score -3821725 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3821867.000000 Penalty: 3407.626465
	Iteration 16Q: 3 clusters Score -3821867 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3822003.500000 Penalty: 3407.626465
	Iteration 17Q: 3 clusters Score -3822004 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3822162.500000 Penalty: 3407.626465
	Iteration 18Q: 3 clusters Score -3822162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3822332.750000 Penalty: 3407.626465
	Iteration 19Q: 3 clusters Score -3822333 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3822525.750000 Penalty: 3407.626465
	Iteration 20F: 3 clusters Score -3822526 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3822688.750000 Penalty: 3407.626465
	Iteration 21Q: 3 clusters Score -3822689 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3822858.250000 Penalty: 3407.626465
	Iteration 22Q: 3 clusters Score -3822858 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3823001.000000 Penalty: 3407.626465
	Iteration 23Q: 3 clusters Score -3823001 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3823129.500000 Penalty: 3407.626465
	Iteration 24Q: 3 clusters Score -3823130 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3823276.000000 Penalty: 3407.626465
	Iteration 25Q: 3 clusters Score -3823276 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3823397.000000 Penalty: 3407.626465
	Iteration 26Q: 3 clusters Score -3823397 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3823498.250000 Penalty: 3407.626465
	Iteration 27Q: 3 clusters Score -3823498 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3823586.500000 Penalty: 3407.626465
	Iteration 28Q: 3 clusters Score -3823586 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3823687.250000 Penalty: 3407.626465
	Iteration 29Q: 3 clusters Score -3823687 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3823798.750000 Penalty: 3407.626465
	Iteration 30Q: 3 clusters Score -3823799 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3823881.250000 Penalty: 3407.626465
	Iteration 31Q: 3 clusters Score -3823881 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3823945.750000 Penalty: 3407.626465
	Iteration 32Q: 3 clusters Score -3823946 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3824031.000000 Penalty: 3407.626465
	Iteration 33Q: 3 clusters Score -3824031 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3824105.000000 Penalty: 3407.626465
	Iteration 34Q: 3 clusters Score -3824105 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3824172.750000 Penalty: 3407.626465
	Iteration 35Q: 3 clusters Score -3824173 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3824238.500000 Penalty: 3407.626465
	Iteration 36Q: 3 clusters Score -3824238 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3824293.750000 Penalty: 3407.626465
	Iteration 37Q: 3 clusters Score -3824294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3824334.750000 Penalty: 3407.626465
	Iteration 38Q: 3 clusters Score -3824335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3824377.750000 Penalty: 3407.626465
	Iteration 39Q: 3 clusters Score -3824378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3824411.000000 Penalty: 3407.626465
	Iteration 40F: 3 clusters Score -3824411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3824440.000000 Penalty: 3407.626465
	Iteration 41Q: 3 clusters Score -3824440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3824447.500000 Penalty: 3407.626465
	Iteration 42Q: 3 clusters Score -3824448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3824473.250000 Penalty: 3407.626465
	Iteration 43Q: 3 clusters Score -3824473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3824487.000000 Penalty: 3407.626465
	Iteration 44Q: 3 clusters Score -3824487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3824502.500000 Penalty: 3407.626465
	Iteration 45Q: 3 clusters Score -3824502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3824522.250000 Penalty: 3407.626465
	Iteration 46Q: 3 clusters Score -3824522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3824538.500000 Penalty: 3407.626465
	Iteration 47Q: 3 clusters Score -3824538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3824546.000000 Penalty: 3407.626465
	Iteration 48Q: 3 clusters Score -3824546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3824558.750000 Penalty: 3407.626465
	Iteration 49Q: 3 clusters Score -3824559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3824572.750000 Penalty: 3407.626465
	Iteration 50Q: 3 clusters Score -3824573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3824589.250000 Penalty: 3407.626465
	Iteration 51Q: 3 clusters Score -3824589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3824605.250000 Penalty: 3407.626465
	Iteration 52Q: 3 clusters Score -3824605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3824616.500000 Penalty: 3407.626465
	Iteration 53Q: 3 clusters Score -3824616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3824625.250000 Penalty: 3407.626465
	Iteration 54Q: 3 clusters Score -3824625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3824642.250000 Penalty: 3407.626465
	Iteration 55Q: 3 clusters Score -3824642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3824652.750000 Penalty: 3407.626465
	Iteration 56Q: 3 clusters Score -3824653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3824656.000000 Penalty: 3407.626465
	Iteration 57Q: 3 clusters Score -3824656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3824664.000000 Penalty: 3407.626465
	Iteration 58Q: 3 clusters Score -3824664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3824664.500000 Penalty: 3407.626465
	Iteration 59Q: 3 clusters Score -3824664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3824669.250000 Penalty: 3407.626465
	Iteration 60F: 3 clusters Score -3824669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3824672.250000 Penalty: 3407.626465
	Iteration 61Q: 3 clusters Score -3824672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3824672.000000 Penalty: 3407.626465
	Iteration 62Q: 3 clusters Score -3824672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3824688.000000 Penalty: 3407.626465
	Iteration 63Q: 3 clusters Score -3824688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3824696.000000 Penalty: 3407.626465
	Iteration 64Q: 3 clusters Score -3824696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3824699.500000 Penalty: 3407.626465
	Iteration 65Q: 3 clusters Score -3824700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3824702.250000 Penalty: 3407.626465
	Iteration 66Q: 3 clusters Score -3824702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3824704.250000 Penalty: 3407.626465
	Iteration 67Q: 3 clusters Score -3824704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3824710.750000 Penalty: 3407.626465
	Iteration 68Q: 3 clusters Score -3824711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3824716.750000 Penalty: 3407.626465
	Iteration 69Q: 3 clusters Score -3824717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3824718.500000 Penalty: 3407.626465
	Iteration 70Q: 3 clusters Score -3824718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3824724.250000 Penalty: 3407.626465
	Iteration 71Q: 3 clusters Score -3824724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3824727.000000 Penalty: 3407.626465
	Iteration 72Q: 3 clusters Score -3824727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3824724.500000 Penalty: 3407.626465
	Iteration 73Q: 3 clusters Score -3824724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3824733.000000 Penalty: 3407.626465
	Iteration 74Q: 3 clusters Score -3824733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3824733.500000 Penalty: 3407.626465
	Iteration 75Q: 3 clusters Score -3824734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3824736.250000 Penalty: 3407.626465
	Iteration 76Q: 3 clusters Score -3824736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3824734.250000 Penalty: 3407.626465
	Iteration 77Q: 3 clusters Score -3824734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3824736.750000 Penalty: 3407.626465
	Iteration 78Q: 3 clusters Score -3824737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3824742.500000 Penalty: 3407.626465
	Iteration 79Q: 3 clusters Score -3824742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3824741.750000 Penalty: 3407.626465
	Iteration 80F: 3 clusters Score -3824742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3824751.000000 Penalty: 3407.626465
	Iteration 81Q: 3 clusters Score -3824751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3824750.500000 Penalty: 3407.626465
	Iteration 82Q: 3 clusters Score -3824750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3824753.750000 Penalty: 3407.626465
	Iteration 83Q: 3 clusters Score -3824754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3824753.750000 Penalty: 3407.626465
	Iteration 84Q: 3 clusters Score -3824754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3824753.250000 Penalty: 3407.626465
	Iteration 85Q: 3 clusters Score -3824753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3824753.250000 Penalty: 3407.626465
	Iteration 86F: 3 clusters Score -3824753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -521019.125000 Penalty: 1392.188843
	Iteration 0F: 2 clusters Score -521019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -516981.687500 Penalty: 2784.377686
	Iteration 0F: 3 clusters Score -516981.7 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -518473.031250 Penalty: 2784.377686
	Iteration 1F: 3 clusters Score -518473 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -519317.468750 Penalty: 2784.377686
	Iteration 2F: 3 clusters Score -519317.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -520050.375000 Penalty: 2784.377686
	Iteration 3F: 3 clusters Score -520050.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -520553.500000 Penalty: 2784.377686
	Iteration 4F: 3 clusters Score -520553.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -520795.406250 Penalty: 2784.377686
	Iteration 5F: 3 clusters Score -520795.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -520892.625000 Penalty: 2784.377686
	Iteration 6Q: 3 clusters Score -520892.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -520943.343750 Penalty: 2784.377686
	Iteration 7Q: 3 clusters Score -520943.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -520972.281250 Penalty: 2784.377686
	Iteration 8Q: 3 clusters Score -520972.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -521000.937500 Penalty: 2784.377686
	Iteration 9Q: 3 clusters Score -521000.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -521018.062500 Penalty: 2784.377686
	Iteration 10Q: 3 clusters Score -521018.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -521027.937500 Penalty: 2784.377686
	Iteration 11Q: 3 clusters Score -521027.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -521035.750000 Penalty: 2784.377686
	Iteration 12Q: 3 clusters Score -521035.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -521042.218750 Penalty: 2784.377686
	Iteration 13Q: 3 clusters Score -521042.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -521045.812500 Penalty: 2784.377686
	Iteration 14Q: 3 clusters Score -521045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -521047.125000 Penalty: 2784.377686
	Iteration 15Q: 3 clusters Score -521047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -521049.562500 Penalty: 2784.377686
	Iteration 16Q: 3 clusters Score -521049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -521051.906250 Penalty: 2784.377686
	Iteration 17Q: 3 clusters Score -521051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -521053.687500 Penalty: 2784.377686
	Iteration 18Q: 3 clusters Score -521053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -521053.312500 Penalty: 2784.377686
	Iteration 19Q: 3 clusters Score -521053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -521052.781250 Penalty: 2784.377686
	Iteration 20F: 3 clusters Score -521052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 143231 members 
Mstep: Class 3 contains 50390 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24265 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37313 members 
Mstep: Class 11 contains 155974 members 
Mstep: Class 12 contains 39490 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 47532 members 
Mstep: Class 17 contains 35775 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 4408 members 
Entering Unmasked Estep 
Score: -70200952.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70201688.000000 to -70200952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -44499.062500 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -44499.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43490.046875 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -43490.05 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43721.699219 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -43721.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43912.742188 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -43912.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44022.414062 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -44022.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44084.527344 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -44084.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44154.121094 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -44154.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44213.902344 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -44213.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44236.253906 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -44236.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44244.656250 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -44244.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44247.105469 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -44247.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44249.660156 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -44249.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44277.195312 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -44277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44308.921875 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -44308.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44317.335938 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -44317.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44325.835938 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -44325.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44333.859375 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -44333.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44349.019531 Penalty: 2040.519531
	Iteration 16Q: 3 clusters Score -44349.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44388.042969 Penalty: 2040.519531
	Iteration 17Q: 3 clusters Score -44388.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -44408.488281 Penalty: 2040.519531
	Iteration 18Q: 3 clusters Score -44408.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44424.128906 Penalty: 2040.519531
	Iteration 19Q: 3 clusters Score -44424.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44433.281250 Penalty: 2040.519531
	Iteration 20F: 3 clusters Score -44433.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44445.277344 Penalty: 2040.519531
	Iteration 21Q: 3 clusters Score -44445.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -44453.125000 Penalty: 2040.519531
	Iteration 22Q: 3 clusters Score -44453.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44455.726562 Penalty: 2040.519531
	Iteration 23Q: 3 clusters Score -44455.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44458.058594 Penalty: 2040.519531
	Iteration 24Q: 3 clusters Score -44458.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -44459.230469 Penalty: 2040.519531
	Iteration 25Q: 3 clusters Score -44459.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -44459.230469 Penalty: 2040.519531
	Iteration 26F: 3 clusters Score -44459.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 143231 members 
Mstep: Class 3 contains 50390 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24265 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37313 members 
Mstep: Class 11 contains 155974 members 
Mstep: Class 12 contains 39490 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 47532 members 
Mstep: Class 17 contains 35775 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201816.000000 Penalty: 41459.531250
Iteration 119Q: 20 clusters Score -7.020182e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 142759 members 
Mstep: Class 3 contains 50388 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 24276 members 
Mstep: Class 8 contains 983 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37309 members 
Mstep: Class 11 contains 155976 members 
Mstep: Class 12 contains 39472 members 
Mstep: Class 13 contains 57804 members 
Mstep: Class 14 contains 24935 members 
Mstep: Class 15 contains 19929 members 
Mstep: Class 16 contains 47527 members 
Mstep: Class 17 contains 35746 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201848.000000 Penalty: 41459.531250
Iteration 120F: 20 clusters Score -7.020185e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 142180 members 
Mstep: Class 3 contains 50382 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37305 members 
Mstep: Class 11 contains 156045 members 
Mstep: Class 12 contains 39470 members 
Mstep: Class 13 contains 57835 members 
Mstep: Class 14 contains 25447 members 
Mstep: Class 15 contains 19941 members 
Mstep: Class 16 contains 47517 members 
Mstep: Class 17 contains 35727 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202048.000000 Penalty: 41459.531250
Iteration 121Q: 20 clusters Score -7.020205e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 141550 members 
Mstep: Class 3 contains 50381 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 24291 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 37305 members 
Mstep: Class 11 contains 156123 members 
Mstep: Class 12 contains 39471 members 
Mstep: Class 13 contains 57887 members 
Mstep: Class 14 contains 25969 members 
Mstep: Class 15 contains 19959 members 
Mstep: Class 16 contains 47505 members 
Mstep: Class 17 contains 35698 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202432.000000 Penalty: 41459.531250
Iteration 122Q: 20 clusters Score -7.020243e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 140995 members 
Mstep: Class 3 contains 50383 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 24288 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 37299 members 
Mstep: Class 11 contains 156214 members 
Mstep: Class 12 contains 39460 members 
Mstep: Class 13 contains 57931 members 
Mstep: Class 14 contains 26460 members 
Mstep: Class 15 contains 19969 members 
Mstep: Class 16 contains 47486 members 
Mstep: Class 17 contains 35676 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202760.000000 Penalty: 41459.531250
Iteration 123Q: 20 clusters Score -7.020276e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 140495 members 
Mstep: Class 3 contains 50388 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24282 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37294 members 
Mstep: Class 11 contains 156272 members 
Mstep: Class 12 contains 39458 members 
Mstep: Class 13 contains 57967 members 
Mstep: Class 14 contains 26945 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 47469 members 
Mstep: Class 17 contains 35656 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202904.000000 Penalty: 41459.531250
Iteration 124Q: 20 clusters Score -7.02029e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 139987 members 
Mstep: Class 3 contains 50392 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 24297 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 156390 members 
Mstep: Class 12 contains 39444 members 
Mstep: Class 13 contains 57984 members 
Mstep: Class 14 contains 27394 members 
Mstep: Class 15 contains 19973 members 
Mstep: Class 16 contains 47473 members 
Mstep: Class 17 contains 35627 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203304.000000 Penalty: 41459.531250
Iteration 125Q: 20 clusters Score -7.02033e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 139471 members 
Mstep: Class 3 contains 50378 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 24316 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37299 members 
Mstep: Class 11 contains 156471 members 
Mstep: Class 12 contains 39445 members 
Mstep: Class 13 contains 58021 members 
Mstep: Class 14 contains 27836 members 
Mstep: Class 15 contains 19967 members 
Mstep: Class 16 contains 47473 members 
Mstep: Class 17 contains 35606 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203376.000000 Penalty: 41459.531250
Iteration 126Q: 20 clusters Score -7.020338e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 139007 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 24337 members 
Mstep: Class 8 contains 979 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37307 members 
Mstep: Class 11 contains 156547 members 
Mstep: Class 12 contains 39443 members 
Mstep: Class 13 contains 58071 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 19964 members 
Mstep: Class 16 contains 47478 members 
Mstep: Class 17 contains 35585 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203368.000000 Penalty: 41459.531250
Iteration 127Q: 20 clusters Score -7.020337e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 138539 members 
Mstep: Class 3 contains 50370 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 24351 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37307 members 
Mstep: Class 11 contains 156656 members 
Mstep: Class 12 contains 39437 members 
Mstep: Class 13 contains 58130 members 
Mstep: Class 14 contains 28615 members 
Mstep: Class 15 contains 19959 members 
Mstep: Class 16 contains 47473 members 
Mstep: Class 17 contains 35572 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203856.000000 Penalty: 41459.531250
Iteration 128Q: 20 clusters Score -7.020386e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 138074 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24368 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37309 members 
Mstep: Class 11 contains 156806 members 
Mstep: Class 12 contains 39438 members 
Mstep: Class 13 contains 58201 members 
Mstep: Class 14 contains 28958 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 47466 members 
Mstep: Class 17 contains 35560 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 525 members 
Entering Unmasked Estep 
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Score: -70203784.000000 Penalty: 41459.531250
Iteration 129Q: 20 clusters Score -7.020378e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 137623 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 24370 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37302 members 
Mstep: Class 11 contains 156965 members 
Mstep: Class 12 contains 39421 members 
Mstep: Class 13 contains 58299 members 
Mstep: Class 14 contains 29272 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 47456 members 
Mstep: Class 17 contains 35550 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204384.000000 Penalty: 41459.531250
Iteration 130Q: 20 clusters Score -7.020438e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 137144 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 24373 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37306 members 
Mstep: Class 11 contains 157144 members 
Mstep: Class 12 contains 39422 members 
Mstep: Class 13 contains 58376 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 19969 members 
Mstep: Class 16 contains 47444 members 
Mstep: Class 17 contains 35566 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -7.020459e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 136648 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 24377 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37313 members 
Mstep: Class 11 contains 157342 members 
Mstep: Class 12 contains 39418 members 
Mstep: Class 13 contains 58485 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 19967 members 
Mstep: Class 16 contains 47436 members 
Mstep: Class 17 contains 35574 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Score: -70204560.000000 Penalty: 41459.531250
Iteration 132Q: 20 clusters Score -7.020456e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 136139 members 
Mstep: Class 3 contains 50356 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24391 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37314 members 
Mstep: Class 11 contains 157559 members 
Mstep: Class 12 contains 39416 members 
Mstep: Class 13 contains 58611 members 
Mstep: Class 14 contains 30070 members 
Mstep: Class 15 contains 19951 members 
Mstep: Class 16 contains 47432 members 
Mstep: Class 17 contains 35586 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 20 clusters Score -7.020489e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 135599 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24395 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 157808 members 
Mstep: Class 12 contains 39418 members 
Mstep: Class 13 contains 58756 members 
Mstep: Class 14 contains 30260 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 47434 members 
Mstep: Class 17 contains 35604 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -7.020508e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 135101 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24411 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37341 members 
Mstep: Class 11 contains 158053 members 
Mstep: Class 12 contains 39456 members 
Mstep: Class 13 contains 58886 members 
Mstep: Class 14 contains 30393 members 
Mstep: Class 15 contains 19912 members 
Mstep: Class 16 contains 47431 members 
Mstep: Class 17 contains 35606 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -7.020517e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 134617 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24435 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37342 members 
Mstep: Class 11 contains 158313 members 
Mstep: Class 12 contains 39492 members 
Mstep: Class 13 contains 59038 members 
Mstep: Class 14 contains 30497 members 
Mstep: Class 15 contains 19897 members 
Mstep: Class 16 contains 47431 members 
Mstep: Class 17 contains 35608 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 20 clusters Score -7.020528e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 134137 members 
Mstep: Class 3 contains 50350 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24451 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37351 members 
Mstep: Class 11 contains 158600 members 
Mstep: Class 12 contains 39552 members 
Mstep: Class 13 contains 59190 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 47426 members 
Mstep: Class 17 contains 35609 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -7.020574e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 133611 members 
Mstep: Class 3 contains 50345 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 24465 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37342 members 
Mstep: Class 11 contains 158943 members 
Mstep: Class 12 contains 39624 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 30600 members 
Mstep: Class 15 contains 19867 members 
Mstep: Class 16 contains 47430 members 
Mstep: Class 17 contains 35607 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 20 clusters Score -7.020589e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 133072 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 24477 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37345 members 
Mstep: Class 11 contains 159293 members 
Mstep: Class 12 contains 39708 members 
Mstep: Class 13 contains 59427 members 
Mstep: Class 14 contains 30648 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 47441 members 
Mstep: Class 17 contains 35616 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -7.020588e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 132533 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 24473 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 159668 members 
Mstep: Class 12 contains 39823 members 
Mstep: Class 13 contains 59534 members 
Mstep: Class 14 contains 30687 members 
Mstep: Class 15 contains 19834 members 
Mstep: Class 16 contains 47441 members 
Mstep: Class 17 contains 35612 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 20 clusters Score -7.020606e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 132019 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 24460 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37312 members 
Mstep: Class 11 contains 160061 members 
Mstep: Class 12 contains 39927 members 
Mstep: Class 13 contains 59618 members 
Mstep: Class 14 contains 30736 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 47443 members 
Mstep: Class 17 contains 35619 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 522 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -7.020609e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 131482 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 24454 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 160431 members 
Mstep: Class 12 contains 40046 members 
Mstep: Class 13 contains 59716 members 
Mstep: Class 14 contains 30755 members 
Mstep: Class 15 contains 19797 members 
Mstep: Class 16 contains 47441 members 
Mstep: Class 17 contains 35626 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 521 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -7.020606e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 130939 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 24469 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37308 members 
Mstep: Class 11 contains 160805 members 
Mstep: Class 12 contains 40139 members 
Mstep: Class 13 contains 59798 members 
Mstep: Class 14 contains 30774 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 47449 members 
Mstep: Class 17 contains 35633 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -7.020631e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 130413 members 
Mstep: Class 3 contains 50336 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 24480 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 161168 members 
Mstep: Class 12 contains 40242 members 
Mstep: Class 13 contains 59891 members 
Mstep: Class 14 contains 30787 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 47452 members 
Mstep: Class 17 contains 35642 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -7.020636e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 129873 members 
Mstep: Class 3 contains 50337 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 7413 members 
Mstep: Class 7 contains 24492 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 161519 members 
Mstep: Class 12 contains 40357 members 
Mstep: Class 13 contains 59985 members 
Mstep: Class 14 contains 30785 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 47460 members 
Mstep: Class 17 contains 35653 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -7.020645e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 129324 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24506 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 161945 members 
Mstep: Class 12 contains 40466 members 
Mstep: Class 13 contains 60072 members 
Mstep: Class 14 contains 30767 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 47470 members 
Mstep: Class 17 contains 35648 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -7.02067e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 128697 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 24512 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37345 members 
Mstep: Class 11 contains 162402 members 
Mstep: Class 12 contains 40592 members 
Mstep: Class 13 contains 60162 members 
Mstep: Class 14 contains 30739 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 47480 members 
Mstep: Class 17 contains 35661 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -7.020686e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 128030 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 24514 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37361 members 
Mstep: Class 11 contains 162862 members 
Mstep: Class 12 contains 40705 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 19702 members 
Mstep: Class 16 contains 47490 members 
Mstep: Class 17 contains 35683 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 518 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -7.020706e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 127348 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 24517 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 163313 members 
Mstep: Class 12 contains 40837 members 
Mstep: Class 13 contains 60366 members 
Mstep: Class 14 contains 30674 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 47496 members 
Mstep: Class 17 contains 35704 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 517 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -7.02072e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 126644 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 24525 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37377 members 
Mstep: Class 11 contains 163785 members 
Mstep: Class 12 contains 40980 members 
Mstep: Class 13 contains 60481 members 
Mstep: Class 14 contains 30640 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 47502 members 
Mstep: Class 17 contains 35717 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 515 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -7.020728e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 125938 members 
Mstep: Class 3 contains 50350 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 7427 members 
Mstep: Class 7 contains 24532 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 164257 members 
Mstep: Class 12 contains 41113 members 
Mstep: Class 13 contains 60597 members 
Mstep: Class 14 contains 30616 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 47507 members 
Mstep: Class 17 contains 35723 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -7.020746e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 125195 members 
Mstep: Class 3 contains 50354 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 7428 members 
Mstep: Class 7 contains 24535 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37376 members 
Mstep: Class 11 contains 164795 members 
Mstep: Class 12 contains 41226 members 
Mstep: Class 13 contains 60716 members 
Mstep: Class 14 contains 30593 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 47518 members 
Mstep: Class 17 contains 35727 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -7.020758e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 124479 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 24534 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37390 members 
Mstep: Class 11 contains 165297 members 
Mstep: Class 12 contains 41362 members 
Mstep: Class 13 contains 60830 members 
Mstep: Class 14 contains 30571 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 47526 members 
Mstep: Class 17 contains 35730 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -7.02079e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 123812 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24521 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37391 members 
Mstep: Class 11 contains 165788 members 
Mstep: Class 12 contains 41501 members 
Mstep: Class 13 contains 60951 members 
Mstep: Class 14 contains 30542 members 
Mstep: Class 15 contains 19699 members 
Mstep: Class 16 contains 47530 members 
Mstep: Class 17 contains 35728 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -7.020811e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 123126 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 24508 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37389 members 
Mstep: Class 11 contains 166291 members 
Mstep: Class 12 contains 41615 members 
Mstep: Class 13 contains 61062 members 
Mstep: Class 14 contains 30530 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 16 contains 47531 members 
Mstep: Class 17 contains 35718 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -7.020836e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 122452 members 
Mstep: Class 3 contains 50370 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 24492 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37398 members 
Mstep: Class 11 contains 166815 members 
Mstep: Class 12 contains 41722 members 
Mstep: Class 13 contains 61158 members 
Mstep: Class 14 contains 30504 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 47533 members 
Mstep: Class 17 contains 35716 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208544.000000 Penalty: 41459.531250
Iteration 156Q: 20 clusters Score -7.020854e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 121751 members 
Mstep: Class 3 contains 50376 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 24474 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37400 members 
Mstep: Class 11 contains 167339 members 
Mstep: Class 12 contains 41836 members 
Mstep: Class 13 contains 61273 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 47535 members 
Mstep: Class 17 contains 35725 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208672.000000 Penalty: 41459.531250
Iteration 157Q: 20 clusters Score -7.020867e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 121052 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 7436 members 
Mstep: Class 7 contains 24461 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37390 members 
Mstep: Class 11 contains 167869 members 
Mstep: Class 12 contains 41946 members 
Mstep: Class 13 contains 61386 members 
Mstep: Class 14 contains 30452 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 47541 members 
Mstep: Class 17 contains 35730 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208888.000000 Penalty: 41459.531250
Iteration 158Q: 20 clusters Score -7.020889e+07 nChanged 1027
Entering ConstructFrom: 
Score: -70208888.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (20010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Entering Unmasked Estep 
Score: -2138171.500000 Penalty: 1609.398071
	Iteration 0F: 2 clusters Score -2138172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2124446.500000 Penalty: 3218.796143
	Iteration 0F: 3 clusters Score -2124446 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2129627.750000 Penalty: 3218.796143
	Iteration 1F: 3 clusters Score -2129628 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2130112.750000 Penalty: 3218.796143
	Iteration 2F: 3 clusters Score -2130113 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2130682.500000 Penalty: 3218.796143
	Iteration 3F: 3 clusters Score -2130682 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2131293.500000 Penalty: 3218.796143
	Iteration 4F: 3 clusters Score -2131294 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2131977.500000 Penalty: 3218.796143
	Iteration 5F: 3 clusters Score -2131978 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2132731.250000 Penalty: 3218.796143
	Iteration 6F: 3 clusters Score -2132731 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2133519.500000 Penalty: 3218.796143
	Iteration 7F: 3 clusters Score -2133520 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2134217.250000 Penalty: 3218.796143
	Iteration 8Q: 3 clusters Score -2134217 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2134801.500000 Penalty: 3218.796143
	Iteration 9Q: 3 clusters Score -2134802 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2135223.500000 Penalty: 3218.796143
	Iteration 10Q: 3 clusters Score -2135224 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2135498.250000 Penalty: 3218.796143
	Iteration 11Q: 3 clusters Score -2135498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2135710.750000 Penalty: 3218.796143
	Iteration 12Q: 3 clusters Score -2135711 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2135877.500000 Penalty: 3218.796143
	Iteration 13Q: 3 clusters Score -2135878 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2136015.250000 Penalty: 3218.796143
	Iteration 14Q: 3 clusters Score -2136015 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2136135.000000 Penalty: 3218.796143
	Iteration 15Q: 3 clusters Score -2136135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2136235.500000 Penalty: 3218.796143
	Iteration 16Q: 3 clusters Score -2136236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2136331.750000 Penalty: 3218.796143
	Iteration 17Q: 3 clusters Score -2136332 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2136411.000000 Penalty: 3218.796143
	Iteration 18Q: 3 clusters Score -2136411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2136479.750000 Penalty: 3218.796143
	Iteration 19Q: 3 clusters Score -2136480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2136535.750000 Penalty: 3218.796143
	Iteration 20F: 3 clusters Score -2136536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2136582.000000 Penalty: 3218.796143
	Iteration 21Q: 3 clusters Score -2136582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2136621.000000 Penalty: 3218.796143
	Iteration 22Q: 3 clusters Score -2136621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2136657.000000 Penalty: 3218.796143
	Iteration 23Q: 3 clusters Score -2136657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2136682.500000 Penalty: 3218.796143
	Iteration 24Q: 3 clusters Score -2136682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2136718.500000 Penalty: 3218.796143
	Iteration 25Q: 3 clusters Score -2136718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2136743.250000 Penalty: 3218.796143
	Iteration 26Q: 3 clusters Score -2136743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2136764.000000 Penalty: 3218.796143
	Iteration 27Q: 3 clusters Score -2136764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2136780.000000 Penalty: 3218.796143
	Iteration 28Q: 3 clusters Score -2136780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2136795.500000 Penalty: 3218.796143
	Iteration 29Q: 3 clusters Score -2136796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2136807.250000 Penalty: 3218.796143
	Iteration 30Q: 3 clusters Score -2136807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2136824.000000 Penalty: 3218.796143
	Iteration 31Q: 3 clusters Score -2136824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2136829.500000 Penalty: 3218.796143
	Iteration 32Q: 3 clusters Score -2136830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2136838.000000 Penalty: 3218.796143
	Iteration 33Q: 3 clusters Score -2136838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2136839.750000 Penalty: 3218.796143
	Iteration 34Q: 3 clusters Score -2136840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2136840.750000 Penalty: 3218.796143
	Iteration 35Q: 3 clusters Score -2136841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2136848.250000 Penalty: 3218.796143
	Iteration 36Q: 3 clusters Score -2136848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2136851.750000 Penalty: 3218.796143
	Iteration 37Q: 3 clusters Score -2136852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2136857.750000 Penalty: 3218.796143
	Iteration 38Q: 3 clusters Score -2136858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2136866.750000 Penalty: 3218.796143
	Iteration 39Q: 3 clusters Score -2136867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2136867.250000 Penalty: 3218.796143
	Iteration 40F: 3 clusters Score -2136867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2136870.750000 Penalty: 3218.796143
	Iteration 41Q: 3 clusters Score -2136871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2136871.750000 Penalty: 3218.796143
	Iteration 42Q: 3 clusters Score -2136872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2136872.000000 Penalty: 3218.796143
	Iteration 43Q: 3 clusters Score -2136872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2136873.750000 Penalty: 3218.796143
	Iteration 44Q: 3 clusters Score -2136874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2136880.750000 Penalty: 3218.796143
	Iteration 45Q: 3 clusters Score -2136881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2136882.750000 Penalty: 3218.796143
	Iteration 46Q: 3 clusters Score -2136883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2136884.500000 Penalty: 3218.796143
	Iteration 47Q: 3 clusters Score -2136884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2136891.000000 Penalty: 3218.796143
	Iteration 48Q: 3 clusters Score -2136891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2136902.000000 Penalty: 3218.796143
	Iteration 49Q: 3 clusters Score -2136902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2136911.750000 Penalty: 3218.796143
	Iteration 50Q: 3 clusters Score -2136912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2136918.000000 Penalty: 3218.796143
	Iteration 51Q: 3 clusters Score -2136918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2136920.250000 Penalty: 3218.796143
	Iteration 52Q: 3 clusters Score -2136920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2136926.750000 Penalty: 3218.796143
	Iteration 53Q: 3 clusters Score -2136927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2136930.250000 Penalty: 3218.796143
	Iteration 54Q: 3 clusters Score -2136930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2136932.750000 Penalty: 3218.796143
	Iteration 55Q: 3 clusters Score -2136933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2136938.750000 Penalty: 3218.796143
	Iteration 56Q: 3 clusters Score -2136939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2136942.250000 Penalty: 3218.796143
	Iteration 57Q: 3 clusters Score -2136942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2136942.250000 Penalty: 3218.796143
	Iteration 58Q: 3 clusters Score -2136942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2136941.250000 Penalty: 3218.796143
	Iteration 59Q: 3 clusters Score -2136941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2136941.250000 Penalty: 3218.796143
	Iteration 60F: 3 clusters Score -2136941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (120408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Entering Unmasked Estep 
Score: -12714381.000000 Penalty: 1901.029175
	Iteration 0F: 2 clusters Score -1.271438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -12634051.000000 Penalty: 3802.058350
	Iteration 0F: 3 clusters Score -1.263405e+07 nChanged 57929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -12668637.000000 Penalty: 3802.058350
	Iteration 1F: 3 clusters Score -1.266864e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -12669796.000000 Penalty: 3802.058350
	Iteration 2Q: 3 clusters Score -1.26698e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -12671243.000000 Penalty: 3802.058350
	Iteration 3Q: 3 clusters Score -1.267124e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -12673560.000000 Penalty: 3802.058350
	Iteration 4Q: 3 clusters Score -1.267356e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -12677268.000000 Penalty: 3802.058350
	Iteration 5F: 3 clusters Score -1.267727e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -12683107.000000 Penalty: 3802.058350
	Iteration 6F: 3 clusters Score -1.268311e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -12691304.000000 Penalty: 3802.058350
	Iteration 7F: 3 clusters Score -1.26913e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -12699975.000000 Penalty: 3802.058350
	Iteration 8F: 3 clusters Score -1.269998e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -12706983.000000 Penalty: 3802.058350
	Iteration 9F: 3 clusters Score -1.270698e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118125 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12710759.000000 Penalty: 3802.058350
	Iteration 10Q: 3 clusters Score -1.271076e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119681 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12712190.000000 Penalty: 3802.058350
	Iteration 11Q: 3 clusters Score -1.271219e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12712546.000000 Penalty: 3802.058350
	Iteration 12Q: 3 clusters Score -1.271255e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12712659.000000 Penalty: 3802.058350
	Iteration 13Q: 3 clusters Score -1.271266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12712705.000000 Penalty: 3802.058350
	Iteration 14Q: 3 clusters Score -1.27127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12712724.000000 Penalty: 3802.058350
	Iteration 15Q: 3 clusters Score -1.271272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12712738.000000 Penalty: 3802.058350
	Iteration 16Q: 3 clusters Score -1.271274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12712737.000000 Penalty: 3802.058350
	Iteration 17Q: 3 clusters Score -1.271274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12712750.000000 Penalty: 3802.058350
	Iteration 18Q: 3 clusters Score -1.271275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12712761.000000 Penalty: 3802.058350
	Iteration 19Q: 3 clusters Score -1.271276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12712777.000000 Penalty: 3802.058350
	Iteration 20F: 3 clusters Score -1.271278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12712781.000000 Penalty: 3802.058350
	Iteration 21Q: 3 clusters Score -1.271278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12712786.000000 Penalty: 3802.058350
	Iteration 22Q: 3 clusters Score -1.271279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12712784.000000 Penalty: 3802.058350
	Iteration 23Q: 3 clusters Score -1.271278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12712780.000000 Penalty: 3802.058350
	Iteration 24Q: 3 clusters Score -1.271278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12712788.000000 Penalty: 3802.058350
	Iteration 25Q: 3 clusters Score -1.271279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12712788.000000 Penalty: 3802.058350
	Iteration 26F: 3 clusters Score -1.271279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Entering Unmasked Estep 
Score: -5397855.500000 Penalty: 1759.441040
	Iteration 0F: 2 clusters Score -5397856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5364289.500000 Penalty: 3518.882080
	Iteration 0F: 3 clusters Score -5364290 nChanged 23585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5377666.500000 Penalty: 3518.882080
	Iteration 1F: 3 clusters Score -5377666 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5378421.500000 Penalty: 3518.882080
	Iteration 2Q: 3 clusters Score -5378422 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5379674.000000 Penalty: 3518.882080
	Iteration 3F: 3 clusters Score -5379674 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5381746.000000 Penalty: 3518.882080
	Iteration 4F: 3 clusters Score -5381746 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5384956.000000 Penalty: 3518.882080
	Iteration 5F: 3 clusters Score -5384956 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5388769.000000 Penalty: 3518.882080
	Iteration 6F: 3 clusters Score -5388769 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5392031.500000 Penalty: 3518.882080
	Iteration 7F: 3 clusters Score -5392032 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5393890.500000 Penalty: 3518.882080
	Iteration 8Q: 3 clusters Score -5393890 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5394803.000000 Penalty: 3518.882080
	Iteration 9Q: 3 clusters Score -5394803 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -5395295.000000 Penalty: 3518.882080
	Iteration 10Q: 3 clusters Score -5395295 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -5395555.500000 Penalty: 3518.882080
	Iteration 11Q: 3 clusters Score -5395556 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5395702.000000 Penalty: 3518.882080
	Iteration 12Q: 3 clusters Score -5395702 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -5395815.500000 Penalty: 3518.882080
	Iteration 13Q: 3 clusters Score -5395816 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5395873.000000 Penalty: 3518.882080
	Iteration 14Q: 3 clusters Score -5395873 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5395920.500000 Penalty: 3518.882080
	Iteration 15Q: 3 clusters Score -5395920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -5395974.000000 Penalty: 3518.882080
	Iteration 16Q: 3 clusters Score -5395974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5395992.000000 Penalty: 3518.882080
	Iteration 17Q: 3 clusters Score -5395992 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5396025.500000 Penalty: 3518.882080
	Iteration 18Q: 3 clusters Score -5396026 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5396057.500000 Penalty: 3518.882080
	Iteration 19Q: 3 clusters Score -5396058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5396093.500000 Penalty: 3518.882080
	Iteration 20F: 3 clusters Score -5396094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5396119.500000 Penalty: 3518.882080
	Iteration 21Q: 3 clusters Score -5396120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5396145.000000 Penalty: 3518.882080
	Iteration 22Q: 3 clusters Score -5396145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5396158.500000 Penalty: 3518.882080
	Iteration 23Q: 3 clusters Score -5396158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5396172.500000 Penalty: 3518.882080
	Iteration 24Q: 3 clusters Score -5396172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5396187.000000 Penalty: 3518.882080
	Iteration 25Q: 3 clusters Score -5396187 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5396207.000000 Penalty: 3518.882080
	Iteration 26Q: 3 clusters Score -5396207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5396234.500000 Penalty: 3518.882080
	Iteration 27Q: 3 clusters Score -5396234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5396241.000000 Penalty: 3518.882080
	Iteration 28Q: 3 clusters Score -5396241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5396255.500000 Penalty: 3518.882080
	Iteration 29Q: 3 clusters Score -5396256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5396265.000000 Penalty: 3518.882080
	Iteration 30Q: 3 clusters Score -5396265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5396296.000000 Penalty: 3518.882080
	Iteration 31Q: 3 clusters Score -5396296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5396318.500000 Penalty: 3518.882080
	Iteration 32Q: 3 clusters Score -5396318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5396336.500000 Penalty: 3518.882080
	Iteration 33Q: 3 clusters Score -5396336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5396383.000000 Penalty: 3518.882080
	Iteration 34Q: 3 clusters Score -5396383 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5396403.500000 Penalty: 3518.882080
	Iteration 35Q: 3 clusters Score -5396404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5396435.500000 Penalty: 3518.882080
	Iteration 36Q: 3 clusters Score -5396436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5396461.000000 Penalty: 3518.882080
	Iteration 37Q: 3 clusters Score -5396461 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5396485.500000 Penalty: 3518.882080
	Iteration 38Q: 3 clusters Score -5396486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5396514.500000 Penalty: 3518.882080
	Iteration 39Q: 3 clusters Score -5396514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5396545.500000 Penalty: 3518.882080
	Iteration 40F: 3 clusters Score -5396546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5396616.000000 Penalty: 3518.882080
	Iteration 41Q: 3 clusters Score -5396616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5396647.500000 Penalty: 3518.882080
	Iteration 42Q: 3 clusters Score -5396648 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5396707.000000 Penalty: 3518.882080
	Iteration 43Q: 3 clusters Score -5396707 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5396790.500000 Penalty: 3518.882080
	Iteration 44Q: 3 clusters Score -5396790 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5396852.500000 Penalty: 3518.882080
	Iteration 45Q: 3 clusters Score -5396852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5396917.500000 Penalty: 3518.882080
	Iteration 46Q: 3 clusters Score -5396918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5396964.500000 Penalty: 3518.882080
	Iteration 47Q: 3 clusters Score -5396964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5396998.000000 Penalty: 3518.882080
	Iteration 48Q: 3 clusters Score -5396998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5397015.000000 Penalty: 3518.882080
	Iteration 49Q: 3 clusters Score -5397015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5397026.000000 Penalty: 3518.882080
	Iteration 50Q: 3 clusters Score -5397026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5397041.000000 Penalty: 3518.882080
	Iteration 51Q: 3 clusters Score -5397041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5397062.500000 Penalty: 3518.882080
	Iteration 52Q: 3 clusters Score -5397062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5397082.000000 Penalty: 3518.882080
	Iteration 53Q: 3 clusters Score -5397082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5397092.500000 Penalty: 3518.882080
	Iteration 54Q: 3 clusters Score -5397092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5397099.000000 Penalty: 3518.882080
	Iteration 55Q: 3 clusters Score -5397099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5397111.000000 Penalty: 3518.882080
	Iteration 56Q: 3 clusters Score -5397111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5397119.500000 Penalty: 3518.882080
	Iteration 57Q: 3 clusters Score -5397120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5397126.500000 Penalty: 3518.882080
	Iteration 58Q: 3 clusters Score -5397126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5397139.000000 Penalty: 3518.882080
	Iteration 59Q: 3 clusters Score -5397139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5397147.000000 Penalty: 3518.882080
	Iteration 60F: 3 clusters Score -5397147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5397143.500000 Penalty: 3518.882080
	Iteration 61Q: 3 clusters Score -5397144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5397150.500000 Penalty: 3518.882080
	Iteration 62Q: 3 clusters Score -5397150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5397151.500000 Penalty: 3518.882080
	Iteration 63Q: 3 clusters Score -5397152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5397162.000000 Penalty: 3518.882080
	Iteration 64Q: 3 clusters Score -5397162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5397159.500000 Penalty: 3518.882080
	Iteration 65Q: 3 clusters Score -5397160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5397166.500000 Penalty: 3518.882080
	Iteration 66Q: 3 clusters Score -5397166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5397167.500000 Penalty: 3518.882080
	Iteration 67Q: 3 clusters Score -5397168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5397166.500000 Penalty: 3518.882080
	Iteration 68Q: 3 clusters Score -5397166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5397171.000000 Penalty: 3518.882080
	Iteration 69Q: 3 clusters Score -5397171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5397168.000000 Penalty: 3518.882080
	Iteration 70Q: 3 clusters Score -5397168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5397171.500000 Penalty: 3518.882080
	Iteration 71Q: 3 clusters Score -5397172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5397175.500000 Penalty: 3518.882080
	Iteration 72Q: 3 clusters Score -5397176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5397171.500000 Penalty: 3518.882080
	Iteration 73Q: 3 clusters Score -5397172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5397176.500000 Penalty: 3518.882080
	Iteration 74Q: 3 clusters Score -5397176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5397176.500000 Penalty: 3518.882080
	Iteration 75Q: 3 clusters Score -5397176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5397171.000000 Penalty: 3518.882080
	Iteration 76Q: 3 clusters Score -5397171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5397172.500000 Penalty: 3518.882080
	Iteration 77Q: 3 clusters Score -5397172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5397173.500000 Penalty: 3518.882080
	Iteration 78Q: 3 clusters Score -5397174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5397171.500000 Penalty: 3518.882080
	Iteration 79Q: 3 clusters Score -5397172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5397168.500000 Penalty: 3518.882080
	Iteration 80F: 3 clusters Score -5397168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5397168.000000 Penalty: 3518.882080
	Iteration 81Q: 3 clusters Score -5397168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5397163.000000 Penalty: 3518.882080
	Iteration 82Q: 3 clusters Score -5397163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5397165.000000 Penalty: 3518.882080
	Iteration 83Q: 3 clusters Score -5397165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5397163.500000 Penalty: 3518.882080
	Iteration 84Q: 3 clusters Score -5397164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5397166.500000 Penalty: 3518.882080
	Iteration 85Q: 3 clusters Score -5397166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5397166.500000 Penalty: 3518.882080
	Iteration 86F: 3 clusters Score -5397166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -25614.021484 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -25614.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24831.427734 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -24831.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25040.236328 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -25040.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25085.583984 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -25085.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25095.312500 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -25095.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25104.029297 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -25104.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25110.277344 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -25110.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25113.585938 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -25113.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25117.171875 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -25117.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25117.171875 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -25117.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -384007.125000 Penalty: 1339.019653
	Iteration 0F: 2 clusters Score -384007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -380777.968750 Penalty: 2678.039307
	Iteration 0F: 3 clusters Score -380778 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -381631.156250 Penalty: 2678.039307
	Iteration 1F: 3 clusters Score -381631.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -381791.593750 Penalty: 2678.039307
	Iteration 2F: 3 clusters Score -381791.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -381877.500000 Penalty: 2678.039307
	Iteration 3Q: 3 clusters Score -381877.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -381935.812500 Penalty: 2678.039307
	Iteration 4Q: 3 clusters Score -381935.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -381983.625000 Penalty: 2678.039307
	Iteration 5Q: 3 clusters Score -381983.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -382018.875000 Penalty: 2678.039307
	Iteration 6Q: 3 clusters Score -382018.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -382053.562500 Penalty: 2678.039307
	Iteration 7Q: 3 clusters Score -382053.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -382091.906250 Penalty: 2678.039307
	Iteration 8Q: 3 clusters Score -382091.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -382141.062500 Penalty: 2678.039307
	Iteration 9Q: 3 clusters Score -382141.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -382184.125000 Penalty: 2678.039307
	Iteration 10Q: 3 clusters Score -382184.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -382234.031250 Penalty: 2678.039307
	Iteration 11Q: 3 clusters Score -382234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -382279.968750 Penalty: 2678.039307
	Iteration 12Q: 3 clusters Score -382280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -382320.437500 Penalty: 2678.039307
	Iteration 13Q: 3 clusters Score -382320.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -382362.187500 Penalty: 2678.039307
	Iteration 14Q: 3 clusters Score -382362.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -382396.812500 Penalty: 2678.039307
	Iteration 15Q: 3 clusters Score -382396.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -382426.781250 Penalty: 2678.039307
	Iteration 16Q: 3 clusters Score -382426.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -382464.062500 Penalty: 2678.039307
	Iteration 17Q: 3 clusters Score -382464.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -382503.843750 Penalty: 2678.039307
	Iteration 18Q: 3 clusters Score -382503.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -382538.937500 Penalty: 2678.039307
	Iteration 19Q: 3 clusters Score -382538.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -382579.406250 Penalty: 2678.039307
	Iteration 20F: 3 clusters Score -382579.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -382634.718750 Penalty: 2678.039307
	Iteration 21Q: 3 clusters Score -382634.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -382704.593750 Penalty: 2678.039307
	Iteration 22Q: 3 clusters Score -382704.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -382776.187500 Penalty: 2678.039307
	Iteration 23Q: 3 clusters Score -382776.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -382834.593750 Penalty: 2678.039307
	Iteration 24Q: 3 clusters Score -382834.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -382875.343750 Penalty: 2678.039307
	Iteration 25Q: 3 clusters Score -382875.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -382917.531250 Penalty: 2678.039307
	Iteration 26Q: 3 clusters Score -382917.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -382956.437500 Penalty: 2678.039307
	Iteration 27Q: 3 clusters Score -382956.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -382998.718750 Penalty: 2678.039307
	Iteration 28Q: 3 clusters Score -382998.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -383036.843750 Penalty: 2678.039307
	Iteration 29Q: 3 clusters Score -383036.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -383094.843750 Penalty: 2678.039307
	Iteration 30Q: 3 clusters Score -383094.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -383184.156250 Penalty: 2678.039307
	Iteration 31Q: 3 clusters Score -383184.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383273.593750 Penalty: 2678.039307
	Iteration 32Q: 3 clusters Score -383273.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -383372.968750 Penalty: 2678.039307
	Iteration 33Q: 3 clusters Score -383373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -383523.687500 Penalty: 2678.039307
	Iteration 34Q: 3 clusters Score -383523.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -383765.437500 Penalty: 2678.039307
	Iteration 35Q: 3 clusters Score -383765.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -384211.937500 Penalty: 2678.039307
	Iteration 36Q: 3 clusters Score -384211.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -384660.000000 Penalty: 2678.039307
	Iteration 37Q: 3 clusters Score -384660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -384711.312500 Penalty: 2678.039307
	Iteration 38Q: 3 clusters Score -384711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -384712.906250 Penalty: 2678.039307
	Iteration 39Q: 3 clusters Score -384712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -384712.906250 Penalty: 2678.039307
	Iteration 40F: 3 clusters Score -384712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 120408 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37385 members 
Mstep: Class 11 contains 168362 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 61466 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 47549 members 
Mstep: Class 17 contains 35747 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 1708 members 
Entering Unmasked Estep 
Score: -70208720.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70208888.000000 to -70208720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -761348.812500 Penalty: 1448.626709
	Iteration 0F: 2 clusters Score -761348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -755865.375000 Penalty: 2897.253418
	Iteration 0F: 3 clusters Score -755865.4 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -757653.250000 Penalty: 2897.253418
	Iteration 1F: 3 clusters Score -757653.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -758016.875000 Penalty: 2897.253418
	Iteration 2F: 3 clusters Score -758016.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -758458.437500 Penalty: 2897.253418
	Iteration 3F: 3 clusters Score -758458.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -758854.062500 Penalty: 2897.253418
	Iteration 4F: 3 clusters Score -758854.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -759185.625000 Penalty: 2897.253418
	Iteration 5F: 3 clusters Score -759185.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -759424.812500 Penalty: 2897.253418
	Iteration 6F: 3 clusters Score -759424.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -759620.000000 Penalty: 2897.253418
	Iteration 7Q: 3 clusters Score -759620 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -759775.562500 Penalty: 2897.253418
	Iteration 8Q: 3 clusters Score -759775.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -759908.062500 Penalty: 2897.253418
	Iteration 9Q: 3 clusters Score -759908.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -760013.812500 Penalty: 2897.253418
	Iteration 10Q: 3 clusters Score -760013.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -760087.562500 Penalty: 2897.253418
	Iteration 11Q: 3 clusters Score -760087.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -760149.687500 Penalty: 2897.253418
	Iteration 12Q: 3 clusters Score -760149.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -760194.312500 Penalty: 2897.253418
	Iteration 13Q: 3 clusters Score -760194.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -760221.437500 Penalty: 2897.253418
	Iteration 14Q: 3 clusters Score -760221.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -760245.750000 Penalty: 2897.253418
	Iteration 15Q: 3 clusters Score -760245.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -760264.187500 Penalty: 2897.253418
	Iteration 16Q: 3 clusters Score -760264.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -760279.187500 Penalty: 2897.253418
	Iteration 17Q: 3 clusters Score -760279.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -760288.250000 Penalty: 2897.253418
	Iteration 18Q: 3 clusters Score -760288.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -760292.125000 Penalty: 2897.253418
	Iteration 19Q: 3 clusters Score -760292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -760295.687500 Penalty: 2897.253418
	Iteration 20F: 3 clusters Score -760295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -760299.125000 Penalty: 2897.253418
	Iteration 21Q: 3 clusters Score -760299.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -760301.312500 Penalty: 2897.253418
	Iteration 22Q: 3 clusters Score -760301.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -760306.562500 Penalty: 2897.253418
	Iteration 23Q: 3 clusters Score -760306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -760309.687500 Penalty: 2897.253418
	Iteration 24Q: 3 clusters Score -760309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -760316.125000 Penalty: 2897.253418
	Iteration 25Q: 3 clusters Score -760316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -760319.187500 Penalty: 2897.253418
	Iteration 26Q: 3 clusters Score -760319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -760322.562500 Penalty: 2897.253418
	Iteration 27Q: 3 clusters Score -760322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -760321.750000 Penalty: 2897.253418
	Iteration 28Q: 3 clusters Score -760321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -760324.500000 Penalty: 2897.253418
	Iteration 29Q: 3 clusters Score -760324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -760322.750000 Penalty: 2897.253418
	Iteration 30Q: 3 clusters Score -760322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -760328.687500 Penalty: 2897.253418
	Iteration 31Q: 3 clusters Score -760328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -760330.312500 Penalty: 2897.253418
	Iteration 32Q: 3 clusters Score -760330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -760330.062500 Penalty: 2897.253418
	Iteration 33Q: 3 clusters Score -760330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -760330.375000 Penalty: 2897.253418
	Iteration 34Q: 3 clusters Score -760330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -760330.187500 Penalty: 2897.253418
	Iteration 35Q: 3 clusters Score -760330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -760331.750000 Penalty: 2897.253418
	Iteration 36Q: 3 clusters Score -760331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -760331.500000 Penalty: 2897.253418
	Iteration 37Q: 3 clusters Score -760331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -760331.687500 Penalty: 2897.253418
	Iteration 38Q: 3 clusters Score -760331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -760331.125000 Penalty: 2897.253418
	Iteration 39Q: 3 clusters Score -760331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -760332.500000 Penalty: 2897.253418
	Iteration 40F: 3 clusters Score -760332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -760333.187500 Penalty: 2897.253418
	Iteration 41Q: 3 clusters Score -760333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -760337.250000 Penalty: 2897.253418
	Iteration 42Q: 3 clusters Score -760337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -760335.250000 Penalty: 2897.253418
	Iteration 43Q: 3 clusters Score -760335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -760339.687500 Penalty: 2897.253418
	Iteration 44Q: 3 clusters Score -760339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -760341.750000 Penalty: 2897.253418
	Iteration 45Q: 3 clusters Score -760341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -760342.125000 Penalty: 2897.253418
	Iteration 46Q: 3 clusters Score -760342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -760340.937500 Penalty: 2897.253418
	Iteration 47Q: 3 clusters Score -760340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -760340.937500 Penalty: 2897.253418
	Iteration 48F: 3 clusters Score -760340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Entering Unmasked Estep 
Score: -2614485.250000 Penalty: 1641.929443
	Iteration 0F: 2 clusters Score -2614485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2597860.000000 Penalty: 3283.858887
	Iteration 0F: 3 clusters Score -2597860 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2604178.500000 Penalty: 3283.858887
	Iteration 1F: 3 clusters Score -2604178 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2604587.000000 Penalty: 3283.858887
	Iteration 2Q: 3 clusters Score -2604587 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2605045.000000 Penalty: 3283.858887
	Iteration 3Q: 3 clusters Score -2605045 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2605617.000000 Penalty: 3283.858887
	Iteration 4Q: 3 clusters Score -2605617 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2606426.750000 Penalty: 3283.858887
	Iteration 5F: 3 clusters Score -2606427 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2607506.750000 Penalty: 3283.858887
	Iteration 6F: 3 clusters Score -2607507 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2608818.750000 Penalty: 3283.858887
	Iteration 7F: 3 clusters Score -2608819 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2610265.500000 Penalty: 3283.858887
	Iteration 8F: 3 clusters Score -2610266 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2611434.500000 Penalty: 3283.858887
	Iteration 9Q: 3 clusters Score -2611434 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2612095.750000 Penalty: 3283.858887
	Iteration 10Q: 3 clusters Score -2612096 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2612476.750000 Penalty: 3283.858887
	Iteration 11Q: 3 clusters Score -2612477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2612675.750000 Penalty: 3283.858887
	Iteration 12Q: 3 clusters Score -2612676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2612780.500000 Penalty: 3283.858887
	Iteration 13Q: 3 clusters Score -2612780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2612851.500000 Penalty: 3283.858887
	Iteration 14Q: 3 clusters Score -2612852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2612907.250000 Penalty: 3283.858887
	Iteration 15Q: 3 clusters Score -2612907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2612939.500000 Penalty: 3283.858887
	Iteration 16Q: 3 clusters Score -2612940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2612961.750000 Penalty: 3283.858887
	Iteration 17Q: 3 clusters Score -2612962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2612977.500000 Penalty: 3283.858887
	Iteration 18Q: 3 clusters Score -2612978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2612992.250000 Penalty: 3283.858887
	Iteration 19Q: 3 clusters Score -2612992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2613003.500000 Penalty: 3283.858887
	Iteration 20F: 3 clusters Score -2613004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2613014.750000 Penalty: 3283.858887
	Iteration 21Q: 3 clusters Score -2613015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2613020.500000 Penalty: 3283.858887
	Iteration 22Q: 3 clusters Score -2613020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2613026.000000 Penalty: 3283.858887
	Iteration 23Q: 3 clusters Score -2613026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2613036.250000 Penalty: 3283.858887
	Iteration 24Q: 3 clusters Score -2613036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2613038.500000 Penalty: 3283.858887
	Iteration 25Q: 3 clusters Score -2613038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2613041.750000 Penalty: 3283.858887
	Iteration 26Q: 3 clusters Score -2613042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2613043.750000 Penalty: 3283.858887
	Iteration 27Q: 3 clusters Score -2613044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2613050.250000 Penalty: 3283.858887
	Iteration 28Q: 3 clusters Score -2613050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2613060.250000 Penalty: 3283.858887
	Iteration 29Q: 3 clusters Score -2613060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2613062.750000 Penalty: 3283.858887
	Iteration 30Q: 3 clusters Score -2613063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2613071.750000 Penalty: 3283.858887
	Iteration 31Q: 3 clusters Score -2613072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2613074.250000 Penalty: 3283.858887
	Iteration 32Q: 3 clusters Score -2613074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2613079.750000 Penalty: 3283.858887
	Iteration 33Q: 3 clusters Score -2613080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2613082.000000 Penalty: 3283.858887
	Iteration 34Q: 3 clusters Score -2613082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2613084.750000 Penalty: 3283.858887
	Iteration 35Q: 3 clusters Score -2613085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2613086.500000 Penalty: 3283.858887
	Iteration 36Q: 3 clusters Score -2613086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2613084.000000 Penalty: 3283.858887
	Iteration 37Q: 3 clusters Score -2613084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2613084.000000 Penalty: 3283.858887
	Iteration 38F: 3 clusters Score -2613084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -96885.640625 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -96885.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95456.320312 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -95456.32 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95710.101562 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -95710.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95786.234375 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -95786.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95826.468750 Penalty: 2233.104736
	Iteration 3Q: 3 clusters Score -95826.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95893.085938 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -95893.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95977.203125 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -95977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96041.054688 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -96041.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96141.140625 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -96141.14 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96321.031250 Penalty: 2233.104736
	Iteration 8F: 3 clusters Score -96321.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96438.851562 Penalty: 2233.104736
	Iteration 9F: 3 clusters Score -96438.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96504.054688 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -96504.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96557.125000 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -96557.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96577.625000 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -96577.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96589.640625 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -96589.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96608.359375 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -96608.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96639.101562 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -96639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96663.796875 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -96663.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96683.539062 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -96683.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96715.960938 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -96715.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96780.281250 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -96780.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96825.898438 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -96825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96836.101562 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -96836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96838.921875 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -96838.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96840.710938 Penalty: 2233.104736
	Iteration 23Q: 3 clusters Score -96840.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96842.671875 Penalty: 2233.104736
	Iteration 24Q: 3 clusters Score -96842.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96842.671875 Penalty: 2233.104736
	Iteration 25F: 3 clusters Score -96842.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -254002.000000 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -254002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -251557.281250 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -251557.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252149.046875 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -252149 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252353.125000 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -252353.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -252513.500000 Penalty: 2558.795654
	Iteration 3F: 3 clusters Score -252513.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -252614.546875 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -252614.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252690.984375 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -252691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252759.921875 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -252759.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252840.421875 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -252840.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -252947.578125 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -252947.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253065.750000 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -253065.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253169.546875 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -253169.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253244.593750 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -253244.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -253289.328125 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -253289.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -253326.234375 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -253326.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -253350.531250 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -253350.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -253373.671875 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -253373.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -253390.109375 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -253390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -253402.250000 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -253402.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -253413.078125 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -253413.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -253422.812500 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -253422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -253430.093750 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -253430.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -253441.015625 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -253441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -253447.468750 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -253447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -253454.687500 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -253454.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -253462.093750 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -253462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -253467.484375 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -253467.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -253473.921875 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -253473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -253483.968750 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -253484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -253496.703125 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -253496.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -253510.312500 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -253510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -253524.906250 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -253524.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -253545.312500 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -253545.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -253561.765625 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -253561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -253573.125000 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -253573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -253577.312500 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -253577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -253578.375000 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -253578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -253580.640625 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -253580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -253581.671875 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -253581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253582.125000 Penalty: 2558.795654
	Iteration 38Q: 3 clusters Score -253582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253582.125000 Penalty: 2558.795654
	Iteration 39F: 3 clusters Score -253582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Entering Unmasked Estep 
Score: -3840873.500000 Penalty: 1710.966553
	Iteration 0F: 2 clusters Score -3840874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3815836.250000 Penalty: 3421.933105
	Iteration 0F: 3 clusters Score -3815836 nChanged 17434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3825772.000000 Penalty: 3421.933105
	Iteration 1F: 3 clusters Score -3825772 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3826217.250000 Penalty: 3421.933105
	Iteration 2Q: 3 clusters Score -3826217 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3826691.250000 Penalty: 3421.933105
	Iteration 3Q: 3 clusters Score -3826691 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3827188.250000 Penalty: 3421.933105
	Iteration 4Q: 3 clusters Score -3827188 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3827716.750000 Penalty: 3421.933105
	Iteration 5Q: 3 clusters Score -3827717 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3828373.750000 Penalty: 3421.933105
	Iteration 6Q: 3 clusters Score -3828374 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3829334.000000 Penalty: 3421.933105
	Iteration 7Q: 3 clusters Score -3829334 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3830724.000000 Penalty: 3421.933105
	Iteration 8F: 3 clusters Score -3830724 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3832271.000000 Penalty: 3421.933105
	Iteration 9F: 3 clusters Score -3832271 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3833695.500000 Penalty: 3421.933105
	Iteration 10Q: 3 clusters Score -3833696 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3834658.750000 Penalty: 3421.933105
	Iteration 11Q: 3 clusters Score -3834659 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3835207.500000 Penalty: 3421.933105
	Iteration 12Q: 3 clusters Score -3835208 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3835629.250000 Penalty: 3421.933105
	Iteration 13Q: 3 clusters Score -3835629 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3836002.500000 Penalty: 3421.933105
	Iteration 14Q: 3 clusters Score -3836002 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3836389.500000 Penalty: 3421.933105
	Iteration 15Q: 3 clusters Score -3836390 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3836821.000000 Penalty: 3421.933105
	Iteration 16Q: 3 clusters Score -3836821 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3837217.000000 Penalty: 3421.933105
	Iteration 17Q: 3 clusters Score -3837217 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3837626.750000 Penalty: 3421.933105
	Iteration 18Q: 3 clusters Score -3837627 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3837983.000000 Penalty: 3421.933105
	Iteration 19Q: 3 clusters Score -3837983 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3838313.750000 Penalty: 3421.933105
	Iteration 20F: 3 clusters Score -3838314 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3838589.500000 Penalty: 3421.933105
	Iteration 21Q: 3 clusters Score -3838590 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3838827.750000 Penalty: 3421.933105
	Iteration 22Q: 3 clusters Score -3838828 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3839016.750000 Penalty: 3421.933105
	Iteration 23Q: 3 clusters Score -3839017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3839135.000000 Penalty: 3421.933105
	Iteration 24Q: 3 clusters Score -3839135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3839216.000000 Penalty: 3421.933105
	Iteration 25Q: 3 clusters Score -3839216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3839283.750000 Penalty: 3421.933105
	Iteration 26Q: 3 clusters Score -3839284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3839336.000000 Penalty: 3421.933105
	Iteration 27Q: 3 clusters Score -3839336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3839374.500000 Penalty: 3421.933105
	Iteration 28Q: 3 clusters Score -3839374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3839405.500000 Penalty: 3421.933105
	Iteration 29Q: 3 clusters Score -3839406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3839434.250000 Penalty: 3421.933105
	Iteration 30Q: 3 clusters Score -3839434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3839446.250000 Penalty: 3421.933105
	Iteration 31Q: 3 clusters Score -3839446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3839466.000000 Penalty: 3421.933105
	Iteration 32Q: 3 clusters Score -3839466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3839471.750000 Penalty: 3421.933105
	Iteration 33Q: 3 clusters Score -3839472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3839476.750000 Penalty: 3421.933105
	Iteration 34Q: 3 clusters Score -3839477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3839476.000000 Penalty: 3421.933105
	Iteration 35Q: 3 clusters Score -3839476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3839482.000000 Penalty: 3421.933105
	Iteration 36Q: 3 clusters Score -3839482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3839482.750000 Penalty: 3421.933105
	Iteration 37Q: 3 clusters Score -3839483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3839486.000000 Penalty: 3421.933105
	Iteration 38Q: 3 clusters Score -3839486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3839490.250000 Penalty: 3421.933105
	Iteration 39Q: 3 clusters Score -3839490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3839493.500000 Penalty: 3421.933105
	Iteration 40F: 3 clusters Score -3839494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3839495.250000 Penalty: 3421.933105
	Iteration 41Q: 3 clusters Score -3839495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3839499.250000 Penalty: 3421.933105
	Iteration 42Q: 3 clusters Score -3839499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3839500.250000 Penalty: 3421.933105
	Iteration 43Q: 3 clusters Score -3839500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3839506.000000 Penalty: 3421.933105
	Iteration 44Q: 3 clusters Score -3839506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3839508.250000 Penalty: 3421.933105
	Iteration 45Q: 3 clusters Score -3839508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3839516.750000 Penalty: 3421.933105
	Iteration 46Q: 3 clusters Score -3839517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3839519.250000 Penalty: 3421.933105
	Iteration 47Q: 3 clusters Score -3839519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3839518.000000 Penalty: 3421.933105
	Iteration 48Q: 3 clusters Score -3839518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3839516.750000 Penalty: 3421.933105
	Iteration 49Q: 3 clusters Score -3839517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3839519.250000 Penalty: 3421.933105
	Iteration 50Q: 3 clusters Score -3839519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3839519.500000 Penalty: 3421.933105
	Iteration 51Q: 3 clusters Score -3839520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3839519.500000 Penalty: 3421.933105
	Iteration 52F: 3 clusters Score -3839520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Entering Unmasked Estep 
Score: -17717656.000000 Penalty: 1955.504150
	Iteration 0F: 2 clusters Score -1.771766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -17605296.000000 Penalty: 3911.008301
	Iteration 0F: 3 clusters Score -1.76053e+07 nChanged 81091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -17653342.000000 Penalty: 3911.008301
	Iteration 1F: 3 clusters Score -1.765334e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -17653992.000000 Penalty: 3911.008301
	Iteration 2Q: 3 clusters Score -1.765399e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -17654766.000000 Penalty: 3911.008301
	Iteration 3Q: 3 clusters Score -1.765477e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -17655672.000000 Penalty: 3911.008301
	Iteration 4Q: 3 clusters Score -1.765567e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -17656852.000000 Penalty: 3911.008301
	Iteration 5Q: 3 clusters Score -1.765685e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -17658588.000000 Penalty: 3911.008301
	Iteration 6Q: 3 clusters Score -1.765859e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -17661418.000000 Penalty: 3911.008301
	Iteration 7Q: 3 clusters Score -1.766142e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -17665882.000000 Penalty: 3911.008301
	Iteration 8Q: 3 clusters Score -1.766588e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -17672478.000000 Penalty: 3911.008301
	Iteration 9F: 3 clusters Score -1.767248e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121973 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -17681434.000000 Penalty: 3911.008301
	Iteration 10F: 3 clusters Score -1.768143e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -17690242.000000 Penalty: 3911.008301
	Iteration 11F: 3 clusters Score -1.769024e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -17696294.000000 Penalty: 3911.008301
	Iteration 12Q: 3 clusters Score -1.769629e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141232 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -17700400.000000 Penalty: 3911.008301
	Iteration 13Q: 3 clusters Score -1.77004e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -17702914.000000 Penalty: 3911.008301
	Iteration 14Q: 3 clusters Score -1.770291e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -17704970.000000 Penalty: 3911.008301
	Iteration 15Q: 3 clusters Score -1.770497e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -17706790.000000 Penalty: 3911.008301
	Iteration 16Q: 3 clusters Score -1.770679e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -17708382.000000 Penalty: 3911.008301
	Iteration 17Q: 3 clusters Score -1.770838e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -17709904.000000 Penalty: 3911.008301
	Iteration 18Q: 3 clusters Score -1.77099e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -17711278.000000 Penalty: 3911.008301
	Iteration 19Q: 3 clusters Score -1.771128e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -17712384.000000 Penalty: 3911.008301
	Iteration 20F: 3 clusters Score -1.771238e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163131 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -17713318.000000 Penalty: 3911.008301
	Iteration 21Q: 3 clusters Score -1.771332e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17714074.000000 Penalty: 3911.008301
	Iteration 22Q: 3 clusters Score -1.771407e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -17714650.000000 Penalty: 3911.008301
	Iteration 23Q: 3 clusters Score -1.771465e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17715014.000000 Penalty: 3911.008301
	Iteration 24Q: 3 clusters Score -1.771501e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166799 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17715210.000000 Penalty: 3911.008301
	Iteration 25Q: 3 clusters Score -1.771521e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17715456.000000 Penalty: 3911.008301
	Iteration 26Q: 3 clusters Score -1.771546e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -17715568.000000 Penalty: 3911.008301
	Iteration 27Q: 3 clusters Score -1.771557e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17715688.000000 Penalty: 3911.008301
	Iteration 28Q: 3 clusters Score -1.771569e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -17715776.000000 Penalty: 3911.008301
	Iteration 29Q: 3 clusters Score -1.771578e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -17715830.000000 Penalty: 3911.008301
	Iteration 30Q: 3 clusters Score -1.771583e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -17715888.000000 Penalty: 3911.008301
	Iteration 31Q: 3 clusters Score -1.771589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17715928.000000 Penalty: 3911.008301
	Iteration 32Q: 3 clusters Score -1.771593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17715946.000000 Penalty: 3911.008301
	Iteration 33Q: 3 clusters Score -1.771595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -17715960.000000 Penalty: 3911.008301
	Iteration 34Q: 3 clusters Score -1.771596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17715982.000000 Penalty: 3911.008301
	Iteration 35Q: 3 clusters Score -1.771598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17715988.000000 Penalty: 3911.008301
	Iteration 36Q: 3 clusters Score -1.771599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -17715992.000000 Penalty: 3911.008301
	Iteration 37Q: 3 clusters Score -1.771599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17715976.000000 Penalty: 3911.008301
	Iteration 38Q: 3 clusters Score -1.771598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17715978.000000 Penalty: 3911.008301
	Iteration 39Q: 3 clusters Score -1.771598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17715992.000000 Penalty: 3911.008301
	Iteration 40F: 3 clusters Score -1.771599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17716000.000000 Penalty: 3911.008301
	Iteration 41Q: 3 clusters Score -1.7716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17716014.000000 Penalty: 3911.008301
	Iteration 42Q: 3 clusters Score -1.771601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17716008.000000 Penalty: 3911.008301
	Iteration 43Q: 3 clusters Score -1.771601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17716010.000000 Penalty: 3911.008301
	Iteration 44Q: 3 clusters Score -1.771601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168066 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17716022.000000 Penalty: 3911.008301
	Iteration 45Q: 3 clusters Score -1.771602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17716030.000000 Penalty: 3911.008301
	Iteration 46Q: 3 clusters Score -1.771603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17716020.000000 Penalty: 3911.008301
	Iteration 47Q: 3 clusters Score -1.771602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17716028.000000 Penalty: 3911.008301
	Iteration 48Q: 3 clusters Score -1.771603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17716030.000000 Penalty: 3911.008301
	Iteration 49Q: 3 clusters Score -1.771603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17716036.000000 Penalty: 3911.008301
	Iteration 50Q: 3 clusters Score -1.771604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17716042.000000 Penalty: 3911.008301
	Iteration 51Q: 3 clusters Score -1.771604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17716034.000000 Penalty: 3911.008301
	Iteration 52Q: 3 clusters Score -1.771603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17716032.000000 Penalty: 3911.008301
	Iteration 53Q: 3 clusters Score -1.771603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17716032.000000 Penalty: 3911.008301
	Iteration 54F: 3 clusters Score -1.771603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Entering Unmasked Estep 
Score: -4495099.500000 Penalty: 1730.071045
	Iteration 0F: 2 clusters Score -4495100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4466829.000000 Penalty: 3460.142090
	Iteration 0F: 3 clusters Score -4466829 nChanged 19637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4477961.000000 Penalty: 3460.142090
	Iteration 1F: 3 clusters Score -4477961 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4478363.500000 Penalty: 3460.142090
	Iteration 2Q: 3 clusters Score -4478364 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4478770.000000 Penalty: 3460.142090
	Iteration 3Q: 3 clusters Score -4478770 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4479291.500000 Penalty: 3460.142090
	Iteration 4Q: 3 clusters Score -4479292 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4479952.000000 Penalty: 3460.142090
	Iteration 5Q: 3 clusters Score -4479952 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4481034.500000 Penalty: 3460.142090
	Iteration 6F: 3 clusters Score -4481034 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4482731.500000 Penalty: 3460.142090
	Iteration 7F: 3 clusters Score -4482732 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4485170.500000 Penalty: 3460.142090
	Iteration 8F: 3 clusters Score -4485170 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4488025.000000 Penalty: 3460.142090
	Iteration 9F: 3 clusters Score -4488025 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4490534.500000 Penalty: 3460.142090
	Iteration 10F: 3 clusters Score -4490534 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -4491929.500000 Penalty: 3460.142090
	Iteration 11Q: 3 clusters Score -4491930 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4492700.500000 Penalty: 3460.142090
	Iteration 12Q: 3 clusters Score -4492700 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4493082.500000 Penalty: 3460.142090
	Iteration 13Q: 3 clusters Score -4493082 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4493273.000000 Penalty: 3460.142090
	Iteration 14Q: 3 clusters Score -4493273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4493383.500000 Penalty: 3460.142090
	Iteration 15Q: 3 clusters Score -4493384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -4493448.500000 Penalty: 3460.142090
	Iteration 16Q: 3 clusters Score -4493448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4493479.500000 Penalty: 3460.142090
	Iteration 17Q: 3 clusters Score -4493480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4493507.000000 Penalty: 3460.142090
	Iteration 18Q: 3 clusters Score -4493507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4493525.500000 Penalty: 3460.142090
	Iteration 19Q: 3 clusters Score -4493526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -4493543.000000 Penalty: 3460.142090
	Iteration 20F: 3 clusters Score -4493543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -4493554.500000 Penalty: 3460.142090
	Iteration 21Q: 3 clusters Score -4493554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4493553.000000 Penalty: 3460.142090
	Iteration 22Q: 3 clusters Score -4493553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4493559.500000 Penalty: 3460.142090
	Iteration 23Q: 3 clusters Score -4493560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -4493564.000000 Penalty: 3460.142090
	Iteration 24Q: 3 clusters Score -4493564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4493565.500000 Penalty: 3460.142090
	Iteration 25Q: 3 clusters Score -4493566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -4493572.500000 Penalty: 3460.142090
	Iteration 26Q: 3 clusters Score -4493572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -4493572.000000 Penalty: 3460.142090
	Iteration 27Q: 3 clusters Score -4493572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4493571.000000 Penalty: 3460.142090
	Iteration 28Q: 3 clusters Score -4493571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4493571.000000 Penalty: 3460.142090
	Iteration 29F: 3 clusters Score -4493571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Entering Unmasked Estep 
Score: -6576463.000000 Penalty: 1791.763916
	Iteration 0F: 2 clusters Score -6576463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -6535409.000000 Penalty: 3583.527832
	Iteration 0F: 3 clusters Score -6535409 nChanged 29204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6551838.000000 Penalty: 3583.527832
	Iteration 1F: 3 clusters Score -6551838 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6552303.500000 Penalty: 3583.527832
	Iteration 2Q: 3 clusters Score -6552304 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6552880.500000 Penalty: 3583.527832
	Iteration 3Q: 3 clusters Score -6552880 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -6553473.500000 Penalty: 3583.527832
	Iteration 4Q: 3 clusters Score -6553474 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -6554195.000000 Penalty: 3583.527832
	Iteration 5Q: 3 clusters Score -6554195 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -6555133.000000 Penalty: 3583.527832
	Iteration 6Q: 3 clusters Score -6555133 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6556492.500000 Penalty: 3583.527832
	Iteration 7Q: 3 clusters Score -6556492 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -6558262.000000 Penalty: 3583.527832
	Iteration 8F: 3 clusters Score -6558262 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6560655.500000 Penalty: 3583.527832
	Iteration 9F: 3 clusters Score -6560656 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -6563061.500000 Penalty: 3583.527832
	Iteration 10F: 3 clusters Score -6563062 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6564975.000000 Penalty: 3583.527832
	Iteration 11F: 3 clusters Score -6564975 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -6566008.500000 Penalty: 3583.527832
	Iteration 12Q: 3 clusters Score -6566008 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6566556.500000 Penalty: 3583.527832
	Iteration 13Q: 3 clusters Score -6566556 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6566903.500000 Penalty: 3583.527832
	Iteration 14Q: 3 clusters Score -6566904 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6567155.500000 Penalty: 3583.527832
	Iteration 15Q: 3 clusters Score -6567156 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6567427.500000 Penalty: 3583.527832
	Iteration 16Q: 3 clusters Score -6567428 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -6567779.000000 Penalty: 3583.527832
	Iteration 17Q: 3 clusters Score -6567779 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -6568093.000000 Penalty: 3583.527832
	Iteration 18Q: 3 clusters Score -6568093 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -6568406.000000 Penalty: 3583.527832
	Iteration 19Q: 3 clusters Score -6568406 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -6568805.000000 Penalty: 3583.527832
	Iteration 20F: 3 clusters Score -6568805 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -6569213.500000 Penalty: 3583.527832
	Iteration 21Q: 3 clusters Score -6569214 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -6569673.500000 Penalty: 3583.527832
	Iteration 22Q: 3 clusters Score -6569674 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6570175.500000 Penalty: 3583.527832
	Iteration 23Q: 3 clusters Score -6570176 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -6570678.000000 Penalty: 3583.527832
	Iteration 24Q: 3 clusters Score -6570678 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -6571250.500000 Penalty: 3583.527832
	Iteration 25Q: 3 clusters Score -6571250 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -6571791.000000 Penalty: 3583.527832
	Iteration 26Q: 3 clusters Score -6571791 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6572218.500000 Penalty: 3583.527832
	Iteration 27Q: 3 clusters Score -6572218 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -6572611.500000 Penalty: 3583.527832
	Iteration 28Q: 3 clusters Score -6572612 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6572969.000000 Penalty: 3583.527832
	Iteration 29Q: 3 clusters Score -6572969 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6573235.000000 Penalty: 3583.527832
	Iteration 30Q: 3 clusters Score -6573235 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6573497.500000 Penalty: 3583.527832
	Iteration 31Q: 3 clusters Score -6573498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6573716.500000 Penalty: 3583.527832
	Iteration 32Q: 3 clusters Score -6573716 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6573900.000000 Penalty: 3583.527832
	Iteration 33Q: 3 clusters Score -6573900 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6574041.500000 Penalty: 3583.527832
	Iteration 34Q: 3 clusters Score -6574042 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6574154.500000 Penalty: 3583.527832
	Iteration 35Q: 3 clusters Score -6574154 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6574276.500000 Penalty: 3583.527832
	Iteration 36Q: 3 clusters Score -6574276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6574378.500000 Penalty: 3583.527832
	Iteration 37Q: 3 clusters Score -6574378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6574516.000000 Penalty: 3583.527832
	Iteration 38Q: 3 clusters Score -6574516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6574608.500000 Penalty: 3583.527832
	Iteration 39Q: 3 clusters Score -6574608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6574662.000000 Penalty: 3583.527832
	Iteration 40F: 3 clusters Score -6574662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6574727.500000 Penalty: 3583.527832
	Iteration 41Q: 3 clusters Score -6574728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6574765.500000 Penalty: 3583.527832
	Iteration 42Q: 3 clusters Score -6574766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6574780.500000 Penalty: 3583.527832
	Iteration 43Q: 3 clusters Score -6574780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6574811.500000 Penalty: 3583.527832
	Iteration 44Q: 3 clusters Score -6574812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6574820.500000 Penalty: 3583.527832
	Iteration 45Q: 3 clusters Score -6574820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6574832.500000 Penalty: 3583.527832
	Iteration 46Q: 3 clusters Score -6574832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6574849.500000 Penalty: 3583.527832
	Iteration 47Q: 3 clusters Score -6574850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6574859.500000 Penalty: 3583.527832
	Iteration 48Q: 3 clusters Score -6574860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6574868.000000 Penalty: 3583.527832
	Iteration 49Q: 3 clusters Score -6574868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6574879.500000 Penalty: 3583.527832
	Iteration 50Q: 3 clusters Score -6574880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6574878.500000 Penalty: 3583.527832
	Iteration 51Q: 3 clusters Score -6574878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6574888.000000 Penalty: 3583.527832
	Iteration 52Q: 3 clusters Score -6574888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6574888.000000 Penalty: 3583.527832
	Iteration 53Q: 3 clusters Score -6574888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6574898.500000 Penalty: 3583.527832
	Iteration 54Q: 3 clusters Score -6574898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6574893.000000 Penalty: 3583.527832
	Iteration 55Q: 3 clusters Score -6574893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6574901.500000 Penalty: 3583.527832
	Iteration 56Q: 3 clusters Score -6574902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6574895.000000 Penalty: 3583.527832
	Iteration 57Q: 3 clusters Score -6574895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6574899.500000 Penalty: 3583.527832
	Iteration 58Q: 3 clusters Score -6574900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6574898.000000 Penalty: 3583.527832
	Iteration 59Q: 3 clusters Score -6574898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6574903.500000 Penalty: 3583.527832
	Iteration 60F: 3 clusters Score -6574904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6574902.500000 Penalty: 3583.527832
	Iteration 61Q: 3 clusters Score -6574902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6574908.000000 Penalty: 3583.527832
	Iteration 62Q: 3 clusters Score -6574908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6574915.000000 Penalty: 3583.527832
	Iteration 63Q: 3 clusters Score -6574915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6574921.000000 Penalty: 3583.527832
	Iteration 64Q: 3 clusters Score -6574921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6574926.000000 Penalty: 3583.527832
	Iteration 65Q: 3 clusters Score -6574926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6574932.000000 Penalty: 3583.527832
	Iteration 66Q: 3 clusters Score -6574932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6574932.000000 Penalty: 3583.527832
	Iteration 67Q: 3 clusters Score -6574932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6574928.000000 Penalty: 3583.527832
	Iteration 68Q: 3 clusters Score -6574928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6574929.000000 Penalty: 3583.527832
	Iteration 69Q: 3 clusters Score -6574929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6574923.000000 Penalty: 3583.527832
	Iteration 70Q: 3 clusters Score -6574923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6574922.500000 Penalty: 3583.527832
	Iteration 71Q: 3 clusters Score -6574922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6574922.500000 Penalty: 3583.527832
	Iteration 72F: 3 clusters Score -6574922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Entering Unmasked Estep 
Score: -3259285.500000 Penalty: 1677.565430
	Iteration 0F: 2 clusters Score -3259286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3238941.750000 Penalty: 3355.130859
	Iteration 0F: 3 clusters Score -3238942 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3246605.500000 Penalty: 3355.130859
	Iteration 1F: 3 clusters Score -3246606 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3247031.250000 Penalty: 3355.130859
	Iteration 2Q: 3 clusters Score -3247031 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3247461.250000 Penalty: 3355.130859
	Iteration 3Q: 3 clusters Score -3247461 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3247960.750000 Penalty: 3355.130859
	Iteration 4Q: 3 clusters Score -3247961 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3248671.000000 Penalty: 3355.130859
	Iteration 5Q: 3 clusters Score -3248671 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3249683.250000 Penalty: 3355.130859
	Iteration 6F: 3 clusters Score -3249683 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3251114.500000 Penalty: 3355.130859
	Iteration 7F: 3 clusters Score -3251114 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3252660.250000 Penalty: 3355.130859
	Iteration 8F: 3 clusters Score -3252660 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3254204.750000 Penalty: 3355.130859
	Iteration 9F: 3 clusters Score -3254205 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3255354.250000 Penalty: 3355.130859
	Iteration 10Q: 3 clusters Score -3255354 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3256179.500000 Penalty: 3355.130859
	Iteration 11Q: 3 clusters Score -3256180 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3256690.000000 Penalty: 3355.130859
	Iteration 12Q: 3 clusters Score -3256690 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3256996.250000 Penalty: 3355.130859
	Iteration 13Q: 3 clusters Score -3256996 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3257198.750000 Penalty: 3355.130859
	Iteration 14Q: 3 clusters Score -3257199 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3257349.750000 Penalty: 3355.130859
	Iteration 15Q: 3 clusters Score -3257350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3257460.000000 Penalty: 3355.130859
	Iteration 16Q: 3 clusters Score -3257460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3257538.750000 Penalty: 3355.130859
	Iteration 17Q: 3 clusters Score -3257539 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3257623.250000 Penalty: 3355.130859
	Iteration 18Q: 3 clusters Score -3257623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3257695.000000 Penalty: 3355.130859
	Iteration 19Q: 3 clusters Score -3257695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3257740.000000 Penalty: 3355.130859
	Iteration 20F: 3 clusters Score -3257740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3257763.750000 Penalty: 3355.130859
	Iteration 21Q: 3 clusters Score -3257764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3257788.500000 Penalty: 3355.130859
	Iteration 22Q: 3 clusters Score -3257788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3257807.750000 Penalty: 3355.130859
	Iteration 23Q: 3 clusters Score -3257808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3257826.500000 Penalty: 3355.130859
	Iteration 24Q: 3 clusters Score -3257826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3257833.250000 Penalty: 3355.130859
	Iteration 25Q: 3 clusters Score -3257833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3257843.250000 Penalty: 3355.130859
	Iteration 26Q: 3 clusters Score -3257843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3257849.000000 Penalty: 3355.130859
	Iteration 27Q: 3 clusters Score -3257849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3257848.250000 Penalty: 3355.130859
	Iteration 28Q: 3 clusters Score -3257848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3257851.000000 Penalty: 3355.130859
	Iteration 29Q: 3 clusters Score -3257851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3257856.500000 Penalty: 3355.130859
	Iteration 30Q: 3 clusters Score -3257856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3257866.750000 Penalty: 3355.130859
	Iteration 31Q: 3 clusters Score -3257867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3257870.250000 Penalty: 3355.130859
	Iteration 32Q: 3 clusters Score -3257870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3257881.750000 Penalty: 3355.130859
	Iteration 33Q: 3 clusters Score -3257882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3257883.000000 Penalty: 3355.130859
	Iteration 34Q: 3 clusters Score -3257883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3257883.000000 Penalty: 3355.130859
	Iteration 35Q: 3 clusters Score -3257883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3257884.500000 Penalty: 3355.130859
	Iteration 36Q: 3 clusters Score -3257884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3257889.500000 Penalty: 3355.130859
	Iteration 37Q: 3 clusters Score -3257890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3257896.000000 Penalty: 3355.130859
	Iteration 38Q: 3 clusters Score -3257896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3257893.500000 Penalty: 3355.130859
	Iteration 39Q: 3 clusters Score -3257894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3257896.500000 Penalty: 3355.130859
	Iteration 40F: 3 clusters Score -3257896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3257897.000000 Penalty: 3355.130859
	Iteration 41Q: 3 clusters Score -3257897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3257896.750000 Penalty: 3355.130859
	Iteration 42Q: 3 clusters Score -3257897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3257892.750000 Penalty: 3355.130859
	Iteration 43Q: 3 clusters Score -3257893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3257891.750000 Penalty: 3355.130859
	Iteration 44Q: 3 clusters Score -3257892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3257893.250000 Penalty: 3355.130859
	Iteration 45Q: 3 clusters Score -3257893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3257896.000000 Penalty: 3355.130859
	Iteration 46Q: 3 clusters Score -3257896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3257893.000000 Penalty: 3355.130859
	Iteration 47Q: 3 clusters Score -3257893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3257893.750000 Penalty: 3355.130859
	Iteration 48Q: 3 clusters Score -3257894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3257893.750000 Penalty: 3355.130859
	Iteration 49Q: 3 clusters Score -3257894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3257892.000000 Penalty: 3355.130859
	Iteration 50Q: 3 clusters Score -3257892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3257889.500000 Penalty: 3355.130859
	Iteration 51Q: 3 clusters Score -3257890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3257890.500000 Penalty: 3355.130859
	Iteration 52Q: 3 clusters Score -3257890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3257890.500000 Penalty: 3355.130859
	Iteration 53F: 3 clusters Score -3257890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Entering Unmasked Estep 
Score: -2108070.500000 Penalty: 1606.737061
	Iteration 0F: 2 clusters Score -2108070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2094647.250000 Penalty: 3213.474121
	Iteration 0F: 3 clusters Score -2094647 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2099595.750000 Penalty: 3213.474121
	Iteration 1F: 3 clusters Score -2099596 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2100057.750000 Penalty: 3213.474121
	Iteration 2F: 3 clusters Score -2100058 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2100616.250000 Penalty: 3213.474121
	Iteration 3F: 3 clusters Score -2100616 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2101314.250000 Penalty: 3213.474121
	Iteration 4F: 3 clusters Score -2101314 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2102254.000000 Penalty: 3213.474121
	Iteration 5F: 3 clusters Score -2102254 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2103371.750000 Penalty: 3213.474121
	Iteration 6F: 3 clusters Score -2103372 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2104499.250000 Penalty: 3213.474121
	Iteration 7F: 3 clusters Score -2104499 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2105435.250000 Penalty: 3213.474121
	Iteration 8F: 3 clusters Score -2105435 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2106038.250000 Penalty: 3213.474121
	Iteration 9Q: 3 clusters Score -2106038 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2106360.000000 Penalty: 3213.474121
	Iteration 10Q: 3 clusters Score -2106360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2106496.750000 Penalty: 3213.474121
	Iteration 11Q: 3 clusters Score -2106497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2106591.250000 Penalty: 3213.474121
	Iteration 12Q: 3 clusters Score -2106591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2106655.750000 Penalty: 3213.474121
	Iteration 13Q: 3 clusters Score -2106656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2106704.250000 Penalty: 3213.474121
	Iteration 14Q: 3 clusters Score -2106704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2106724.750000 Penalty: 3213.474121
	Iteration 15Q: 3 clusters Score -2106725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2106739.250000 Penalty: 3213.474121
	Iteration 16Q: 3 clusters Score -2106739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2106746.000000 Penalty: 3213.474121
	Iteration 17Q: 3 clusters Score -2106746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2106747.750000 Penalty: 3213.474121
	Iteration 18Q: 3 clusters Score -2106748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2106751.750000 Penalty: 3213.474121
	Iteration 19Q: 3 clusters Score -2106752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2106758.500000 Penalty: 3213.474121
	Iteration 20F: 3 clusters Score -2106758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2106775.000000 Penalty: 3213.474121
	Iteration 21Q: 3 clusters Score -2106775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2106782.750000 Penalty: 3213.474121
	Iteration 22Q: 3 clusters Score -2106783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2106792.250000 Penalty: 3213.474121
	Iteration 23Q: 3 clusters Score -2106792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2106794.500000 Penalty: 3213.474121
	Iteration 24Q: 3 clusters Score -2106794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2106795.000000 Penalty: 3213.474121
	Iteration 25Q: 3 clusters Score -2106795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2106792.750000 Penalty: 3213.474121
	Iteration 26Q: 3 clusters Score -2106793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2106795.500000 Penalty: 3213.474121
	Iteration 27Q: 3 clusters Score -2106796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2106795.500000 Penalty: 3213.474121
	Iteration 28F: 3 clusters Score -2106796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Entering Unmasked Estep 
Score: -5049859.500000 Penalty: 1750.046387
	Iteration 0F: 2 clusters Score -5049860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5018046.500000 Penalty: 3500.092773
	Iteration 0F: 3 clusters Score -5018046 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5030794.000000 Penalty: 3500.092773
	Iteration 1F: 3 clusters Score -5030794 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5031281.500000 Penalty: 3500.092773
	Iteration 2Q: 3 clusters Score -5031282 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5031898.500000 Penalty: 3500.092773
	Iteration 3Q: 3 clusters Score -5031898 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5032597.500000 Penalty: 3500.092773
	Iteration 4Q: 3 clusters Score -5032598 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -5033516.000000 Penalty: 3500.092773
	Iteration 5Q: 3 clusters Score -5033516 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5034717.500000 Penalty: 3500.092773
	Iteration 6Q: 3 clusters Score -5034718 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5036217.000000 Penalty: 3500.092773
	Iteration 7F: 3 clusters Score -5036217 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5037908.000000 Penalty: 3500.092773
	Iteration 8F: 3 clusters Score -5037908 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5039604.000000 Penalty: 3500.092773
	Iteration 9F: 3 clusters Score -5039604 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5040956.000000 Penalty: 3500.092773
	Iteration 10F: 3 clusters Score -5040956 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -5041844.500000 Penalty: 3500.092773
	Iteration 11Q: 3 clusters Score -5041844 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5042399.000000 Penalty: 3500.092773
	Iteration 12Q: 3 clusters Score -5042399 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5042679.500000 Penalty: 3500.092773
	Iteration 13Q: 3 clusters Score -5042680 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5042861.500000 Penalty: 3500.092773
	Iteration 14Q: 3 clusters Score -5042862 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5042993.000000 Penalty: 3500.092773
	Iteration 15Q: 3 clusters Score -5042993 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5043074.500000 Penalty: 3500.092773
	Iteration 16Q: 3 clusters Score -5043074 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5043153.000000 Penalty: 3500.092773
	Iteration 17Q: 3 clusters Score -5043153 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5043195.000000 Penalty: 3500.092773
	Iteration 18Q: 3 clusters Score -5043195 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5043256.500000 Penalty: 3500.092773
	Iteration 19Q: 3 clusters Score -5043256 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5043333.500000 Penalty: 3500.092773
	Iteration 20F: 3 clusters Score -5043334 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5043410.500000 Penalty: 3500.092773
	Iteration 21Q: 3 clusters Score -5043410 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -5043476.000000 Penalty: 3500.092773
	Iteration 22Q: 3 clusters Score -5043476 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5043496.500000 Penalty: 3500.092773
	Iteration 23Q: 3 clusters Score -5043496 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5043547.500000 Penalty: 3500.092773
	Iteration 24Q: 3 clusters Score -5043548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5043618.000000 Penalty: 3500.092773
	Iteration 25Q: 3 clusters Score -5043618 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5043675.500000 Penalty: 3500.092773
	Iteration 26Q: 3 clusters Score -5043676 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5043733.000000 Penalty: 3500.092773
	Iteration 27Q: 3 clusters Score -5043733 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5043766.000000 Penalty: 3500.092773
	Iteration 28Q: 3 clusters Score -5043766 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5043852.000000 Penalty: 3500.092773
	Iteration 29Q: 3 clusters Score -5043852 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5043914 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5043951 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5044009 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -5044067.500000 Penalty: 3500.092773
	Iteration 33Q: 3 clusters Score -5044068 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5044118 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5044177.500000 Penalty: 3500.092773
	Iteration 35Q: 3 clusters Score -5044178 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5044211.500000 Penalty: 3500.092773
	Iteration 36Q: 3 clusters Score -5044212 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5044266 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5044337 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5044375 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5044402.500000 Penalty: 3500.092773
	Iteration 40F: 3 clusters Score -5044402 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5044439 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5044474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5044526 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5044604.500000 Penalty: 3500.092773
	Iteration 44Q: 3 clusters Score -5044604 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5044674.500000 Penalty: 3500.092773
	Iteration 45Q: 3 clusters Score -5044674 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5044752.500000 Penalty: 3500.092773
	Iteration 46Q: 3 clusters Score -5044752 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5044834.500000 Penalty: 3500.092773
	Iteration 47Q: 3 clusters Score -5044834 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -5044901.500000 Penalty: 3500.092773
	Iteration 48Q: 3 clusters Score -5044902 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5044959.500000 Penalty: 3500.092773
	Iteration 49Q: 3 clusters Score -5044960 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5045056.000000 Penalty: 3500.092773
	Iteration 50Q: 3 clusters Score -5045056 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5045142.000000 Penalty: 3500.092773
	Iteration 51Q: 3 clusters Score -5045142 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -5045232.500000 Penalty: 3500.092773
	Iteration 52Q: 3 clusters Score -5045232 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5045315.500000 Penalty: 3500.092773
	Iteration 53Q: 3 clusters Score -5045316 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -5045392.500000 Penalty: 3500.092773
	Iteration 54Q: 3 clusters Score -5045392 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5045497.500000 Penalty: 3500.092773
	Iteration 55Q: 3 clusters Score -5045498 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5045591.000000 Penalty: 3500.092773
	Iteration 56Q: 3 clusters Score -5045591 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5045719.500000 Penalty: 3500.092773
	Iteration 57Q: 3 clusters Score -5045720 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5045869 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5046053.000000 Penalty: 3500.092773
	Iteration 59Q: 3 clusters Score -5046053 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5046225.500000 Penalty: 3500.092773
	Iteration 60F: 3 clusters Score -5046226 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5046410.500000 Penalty: 3500.092773
	Iteration 61Q: 3 clusters Score -5046410 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5046611.000000 Penalty: 3500.092773
	Iteration 62Q: 3 clusters Score -5046611 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5046815.500000 Penalty: 3500.092773
	Iteration 63Q: 3 clusters Score -5046816 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5046964 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5047110 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5047281 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5047456 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5047605.500000 Penalty: 3500.092773
	Iteration 68Q: 3 clusters Score -5047606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5047726.000000 Penalty: 3500.092773
	Iteration 69Q: 3 clusters Score -5047726 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5047812.000000 Penalty: 3500.092773
	Iteration 70Q: 3 clusters Score -5047812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5047909.000000 Penalty: 3500.092773
	Iteration 71Q: 3 clusters Score -5047909 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5048004.000000 Penalty: 3500.092773
	Iteration 72Q: 3 clusters Score -5048004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5048086.500000 Penalty: 3500.092773
	Iteration 73Q: 3 clusters Score -5048086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5048162.000000 Penalty: 3500.092773
	Iteration 74Q: 3 clusters Score -5048162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5048210.000000 Penalty: 3500.092773
	Iteration 75Q: 3 clusters Score -5048210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5048246.500000 Penalty: 3500.092773
	Iteration 76Q: 3 clusters Score -5048246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5048269.000000 Penalty: 3500.092773
	Iteration 77Q: 3 clusters Score -5048269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5048293.000000 Penalty: 3500.092773
	Iteration 78Q: 3 clusters Score -5048293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5048307.000000 Penalty: 3500.092773
	Iteration 79Q: 3 clusters Score -5048307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5048322.500000 Penalty: 3500.092773
	Iteration 80F: 3 clusters Score -5048322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5048333.000000 Penalty: 3500.092773
	Iteration 81Q: 3 clusters Score -5048333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5048337.000000 Penalty: 3500.092773
	Iteration 82Q: 3 clusters Score -5048337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5048357.000000 Penalty: 3500.092773
	Iteration 83Q: 3 clusters Score -5048357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5048367.000000 Penalty: 3500.092773
	Iteration 84Q: 3 clusters Score -5048367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5048372.500000 Penalty: 3500.092773
	Iteration 85Q: 3 clusters Score -5048372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5048382.000000 Penalty: 3500.092773
	Iteration 86Q: 3 clusters Score -5048382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5048382.000000 Penalty: 3500.092773
	Iteration 87Q: 3 clusters Score -5048382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5048393.500000 Penalty: 3500.092773
	Iteration 88Q: 3 clusters Score -5048394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5048403.000000 Penalty: 3500.092773
	Iteration 89Q: 3 clusters Score -5048403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5048401.000000 Penalty: 3500.092773
	Iteration 90Q: 3 clusters Score -5048401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5048400.500000 Penalty: 3500.092773
	Iteration 91Q: 3 clusters Score -5048400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5048401.000000 Penalty: 3500.092773
	Iteration 92Q: 3 clusters Score -5048401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5048410.000000 Penalty: 3500.092773
	Iteration 93Q: 3 clusters Score -5048410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5048411.000000 Penalty: 3500.092773
	Iteration 94Q: 3 clusters Score -5048411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5048418.000000 Penalty: 3500.092773
	Iteration 95Q: 3 clusters Score -5048418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5048419.500000 Penalty: 3500.092773
	Iteration 96Q: 3 clusters Score -5048420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5048419.000000 Penalty: 3500.092773
	Iteration 97Q: 3 clusters Score -5048419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5048421.000000 Penalty: 3500.092773
	Iteration 98Q: 3 clusters Score -5048421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5048415.500000 Penalty: 3500.092773
	Iteration 99Q: 3 clusters Score -5048416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5048415.500000 Penalty: 3500.092773
	Iteration 100F: 3 clusters Score -5048416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5048418.000000 Penalty: 3500.092773
	Iteration 101Q: 3 clusters Score -5048418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5048419.000000 Penalty: 3500.092773
	Iteration 102Q: 3 clusters Score -5048419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5048420.000000 Penalty: 3500.092773
	Iteration 103Q: 3 clusters Score -5048420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5048421.000000 Penalty: 3500.092773
	Iteration 104Q: 3 clusters Score -5048421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5048420.000000 Penalty: 3500.092773
	Iteration 105Q: 3 clusters Score -5048420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5048420.500000 Penalty: 3500.092773
	Iteration 106Q: 3 clusters Score -5048420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5048417.500000 Penalty: 3500.092773
	Iteration 107Q: 3 clusters Score -5048418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5048428.000000 Penalty: 3500.092773
	Iteration 108Q: 3 clusters Score -5048428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5048426.500000 Penalty: 3500.092773
	Iteration 109Q: 3 clusters Score -5048426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5048430.000000 Penalty: 3500.092773
	Iteration 110Q: 3 clusters Score -5048430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5048433.000000 Penalty: 3500.092773
	Iteration 111Q: 3 clusters Score -5048433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 3500.092773
	Iteration 112Q: 3 clusters Score -5048438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5048440.500000 Penalty: 3500.092773
	Iteration 113Q: 3 clusters Score -5048440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5048440.000000 Penalty: 3500.092773
	Iteration 114Q: 3 clusters Score -5048440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5048440.000000 Penalty: 3500.092773
	Iteration 115Q: 3 clusters Score -5048440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5048439.500000 Penalty: 3500.092773
	Iteration 116Q: 3 clusters Score -5048440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5048436.500000 Penalty: 3500.092773
	Iteration 117Q: 3 clusters Score -5048436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 3500.092773
	Iteration 118Q: 3 clusters Score -5048438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 3500.092773
	Iteration 119Q: 3 clusters Score -5048438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 3500.092773
	Iteration 120F: 3 clusters Score -5048438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35747 members 
Entering Unmasked Estep 
Score: -3822948.000000 Penalty: 1703.686035
	Iteration 0F: 2 clusters Score -3822948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3798952.250000 Penalty: 3407.372070
	Iteration 0F: 3 clusters Score -3798952 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3808108.500000 Penalty: 3407.372070
	Iteration 1F: 3 clusters Score -3808108 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3808542.750000 Penalty: 3407.372070
	Iteration 2Q: 3 clusters Score -3808543 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3809080.000000 Penalty: 3407.372070
	Iteration 3Q: 3 clusters Score -3809080 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3809880.500000 Penalty: 3407.372070
	Iteration 4Q: 3 clusters Score -3809880 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3811027.000000 Penalty: 3407.372070
	Iteration 5F: 3 clusters Score -3811027 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3812714.000000 Penalty: 3407.372070
	Iteration 6F: 3 clusters Score -3812714 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3814823.500000 Penalty: 3407.372070
	Iteration 7F: 3 clusters Score -3814824 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3816851.500000 Penalty: 3407.372070
	Iteration 8F: 3 clusters Score -3816852 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3818460.250000 Penalty: 3407.372070
	Iteration 9Q: 3 clusters Score -3818460 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3819409.500000 Penalty: 3407.372070
	Iteration 10Q: 3 clusters Score -3819410 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3820021.750000 Penalty: 3407.372070
	Iteration 11Q: 3 clusters Score -3820022 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3820403.500000 Penalty: 3407.372070
	Iteration 12Q: 3 clusters Score -3820404 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3820651.000000 Penalty: 3407.372070
	Iteration 13Q: 3 clusters Score -3820651 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3820848.000000 Penalty: 3407.372070
	Iteration 14Q: 3 clusters Score -3820848 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3820974.250000 Penalty: 3407.372070
	Iteration 15Q: 3 clusters Score -3820974 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3821074.000000 Penalty: 3407.372070
	Iteration 16Q: 3 clusters Score -3821074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3821158.750000 Penalty: 3407.372070
	Iteration 17Q: 3 clusters Score -3821159 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3821227.500000 Penalty: 3407.372070
	Iteration 18Q: 3 clusters Score -3821228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3821294.750000 Penalty: 3407.372070
	Iteration 19Q: 3 clusters Score -3821295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3821334.500000 Penalty: 3407.372070
	Iteration 20F: 3 clusters Score -3821334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3821362.500000 Penalty: 3407.372070
	Iteration 21Q: 3 clusters Score -3821362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3821373.500000 Penalty: 3407.372070
	Iteration 22Q: 3 clusters Score -3821374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3821385.750000 Penalty: 3407.372070
	Iteration 23Q: 3 clusters Score -3821386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3821393.500000 Penalty: 3407.372070
	Iteration 24Q: 3 clusters Score -3821394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3821400.500000 Penalty: 3407.372070
	Iteration 25Q: 3 clusters Score -3821400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3821404.000000 Penalty: 3407.372070
	Iteration 26Q: 3 clusters Score -3821404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3821418.500000 Penalty: 3407.372070
	Iteration 27Q: 3 clusters Score -3821418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3821426.000000 Penalty: 3407.372070
	Iteration 28Q: 3 clusters Score -3821426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3821429.250000 Penalty: 3407.372070
	Iteration 29Q: 3 clusters Score -3821429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3821444.000000 Penalty: 3407.372070
	Iteration 30Q: 3 clusters Score -3821444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3821458.500000 Penalty: 3407.372070
	Iteration 31Q: 3 clusters Score -3821458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3821473.250000 Penalty: 3407.372070
	Iteration 32Q: 3 clusters Score -3821473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3821486.250000 Penalty: 3407.372070
	Iteration 33Q: 3 clusters Score -3821486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3821490.000000 Penalty: 3407.372070
	Iteration 34Q: 3 clusters Score -3821490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3821504.750000 Penalty: 3407.372070
	Iteration 35Q: 3 clusters Score -3821505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3821513.000000 Penalty: 3407.372070
	Iteration 36Q: 3 clusters Score -3821513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3821511.750000 Penalty: 3407.372070
	Iteration 37Q: 3 clusters Score -3821512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3821517.000000 Penalty: 3407.372070
	Iteration 38Q: 3 clusters Score -3821517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3821519.000000 Penalty: 3407.372070
	Iteration 39Q: 3 clusters Score -3821519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3821525.250000 Penalty: 3407.372070
	Iteration 40F: 3 clusters Score -3821525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3821523.000000 Penalty: 3407.372070
	Iteration 41Q: 3 clusters Score -3821523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3821522.750000 Penalty: 3407.372070
	Iteration 42Q: 3 clusters Score -3821523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3821524.250000 Penalty: 3407.372070
	Iteration 43Q: 3 clusters Score -3821524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3821522.500000 Penalty: 3407.372070
	Iteration 44Q: 3 clusters Score -3821522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3821521.250000 Penalty: 3407.372070
	Iteration 45Q: 3 clusters Score -3821521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3821522.500000 Penalty: 3407.372070
	Iteration 46Q: 3 clusters Score -3821522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3821521.750000 Penalty: 3407.372070
	Iteration 47Q: 3 clusters Score -3821522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3821524.750000 Penalty: 3407.372070
	Iteration 48Q: 3 clusters Score -3821525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3821524.500000 Penalty: 3407.372070
	Iteration 49Q: 3 clusters Score -3821524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3821523.250000 Penalty: 3407.372070
	Iteration 50Q: 3 clusters Score -3821523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3821523.000000 Penalty: 3407.372070
	Iteration 51Q: 3 clusters Score -3821523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3821527.250000 Penalty: 3407.372070
	Iteration 52Q: 3 clusters Score -3821527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3821527.000000 Penalty: 3407.372070
	Iteration 53Q: 3 clusters Score -3821527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3821523.750000 Penalty: 3407.372070
	Iteration 54Q: 3 clusters Score -3821524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3821525.000000 Penalty: 3407.372070
	Iteration 55Q: 3 clusters Score -3821525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3821525.000000 Penalty: 3407.372070
	Iteration 56F: 3 clusters Score -3821525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -525506.750000 Penalty: 1393.573853
	Iteration 0F: 2 clusters Score -525506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -521351.843750 Penalty: 2787.147705
	Iteration 0F: 3 clusters Score -521351.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -522686.468750 Penalty: 2787.147705
	Iteration 1F: 3 clusters Score -522686.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -522899.406250 Penalty: 2787.147705
	Iteration 2F: 3 clusters Score -522899.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -523049.031250 Penalty: 2787.147705
	Iteration 3F: 3 clusters Score -523049 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -523172.218750 Penalty: 2787.147705
	Iteration 4Q: 3 clusters Score -523172.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -523333.687500 Penalty: 2787.147705
	Iteration 5Q: 3 clusters Score -523333.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -523563.906250 Penalty: 2787.147705
	Iteration 6F: 3 clusters Score -523563.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -523902.812500 Penalty: 2787.147705
	Iteration 7F: 3 clusters Score -523902.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -524455.000000 Penalty: 2787.147705
	Iteration 8F: 3 clusters Score -524455 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -525019.687500 Penalty: 2787.147705
	Iteration 9F: 3 clusters Score -525019.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -525329.000000 Penalty: 2787.147705
	Iteration 10F: 3 clusters Score -525329 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -525418.312500 Penalty: 2787.147705
	Iteration 11Q: 3 clusters Score -525418.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -525455.062500 Penalty: 2787.147705
	Iteration 12Q: 3 clusters Score -525455.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -525477.062500 Penalty: 2787.147705
	Iteration 13Q: 3 clusters Score -525477.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -525491.375000 Penalty: 2787.147705
	Iteration 14Q: 3 clusters Score -525491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -525498.625000 Penalty: 2787.147705
	Iteration 15Q: 3 clusters Score -525498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -525504.687500 Penalty: 2787.147705
	Iteration 16Q: 3 clusters Score -525504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -525504.687500 Penalty: 2787.147705
	Iteration 17Q: 3 clusters Score -525504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -525505.562500 Penalty: 2787.147705
	Iteration 18Q: 3 clusters Score -525505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -525505.562500 Penalty: 2787.147705
	Iteration 19Q: 3 clusters Score -525505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -525506.625000 Penalty: 2787.147705
	Iteration 20F: 3 clusters Score -525506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -525508.687500 Penalty: 2787.147705
	Iteration 21Q: 3 clusters Score -525508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -525510.187500 Penalty: 2787.147705
	Iteration 22Q: 3 clusters Score -525510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -525509.937500 Penalty: 2787.147705
	Iteration 23Q: 3 clusters Score -525509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -525511.125000 Penalty: 2787.147705
	Iteration 24Q: 3 clusters Score -525511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -525511.125000 Penalty: 2787.147705
	Iteration 25F: 3 clusters Score -525511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 120408 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37385 members 
Mstep: Class 11 contains 168362 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 61466 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 47549 members 
Mstep: Class 17 contains 35747 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 4861 members 
Entering Unmasked Estep 
Score: -70208176.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70208888.000000 to -70208176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41746.792969 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41746.79 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41948.246094 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -41948.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42043.679688 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42043.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42239.085938 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -42239.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42414.210938 Penalty: 2028.089600
	Iteration 4F: 3 clusters Score -42414.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42556.859375 Penalty: 2028.089600
	Iteration 5F: 3 clusters Score -42556.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42631.746094 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42631.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42668.890625 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42668.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42682.125000 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42682.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42682.125000 Penalty: 2028.089600
	Iteration 9F: 3 clusters Score -42682.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 120408 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 37385 members 
Mstep: Class 11 contains 168362 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 61466 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 47549 members 
Mstep: Class 17 contains 35747 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208864.000000 Penalty: 41459.531250
Iteration 159Q: 20 clusters Score -7.020886e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 119726 members 
Mstep: Class 3 contains 50376 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 24436 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37367 members 
Mstep: Class 11 contains 168867 members 
Mstep: Class 12 contains 42175 members 
Mstep: Class 13 contains 61550 members 
Mstep: Class 14 contains 30437 members 
Mstep: Class 15 contains 19680 members 
Mstep: Class 16 contains 47558 members 
Mstep: Class 17 contains 35750 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209120.000000 Penalty: 41459.531250
Iteration 160F: 20 clusters Score -7.020912e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 119016 members 
Mstep: Class 3 contains 50374 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 7439 members 
Mstep: Class 7 contains 24437 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37348 members 
Mstep: Class 11 contains 169403 members 
Mstep: Class 12 contains 42298 members 
Mstep: Class 13 contains 61618 members 
Mstep: Class 14 contains 30445 members 
Mstep: Class 15 contains 19675 members 
Mstep: Class 16 contains 47563 members 
Mstep: Class 17 contains 35765 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 20 clusters Score -7.020915e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 118251 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 24436 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 169968 members 
Mstep: Class 12 contains 42432 members 
Mstep: Class 13 contains 61706 members 
Mstep: Class 14 contains 30447 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 47565 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209184.000000 Penalty: 41459.531250
Iteration 162Q: 20 clusters Score -7.020918e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 117480 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 24430 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37303 members 
Mstep: Class 11 contains 170529 members 
Mstep: Class 12 contains 42569 members 
Mstep: Class 13 contains 61790 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 19660 members 
Mstep: Class 16 contains 47567 members 
Mstep: Class 17 contains 35784 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209480.000000 Penalty: 41459.531250
Iteration 163Q: 20 clusters Score -7.020948e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 116703 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 7443 members 
Mstep: Class 7 contains 24418 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 171110 members 
Mstep: Class 12 contains 42708 members 
Mstep: Class 13 contains 61873 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 19666 members 
Mstep: Class 16 contains 47567 members 
Mstep: Class 17 contains 35795 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 20 clusters Score -7.020953e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 115911 members 
Mstep: Class 3 contains 50374 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 24408 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 171664 members 
Mstep: Class 12 contains 42864 members 
Mstep: Class 13 contains 61979 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 47564 members 
Mstep: Class 17 contains 35802 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 20 clusters Score -7.020977e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 115122 members 
Mstep: Class 3 contains 50377 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 7439 members 
Mstep: Class 7 contains 24392 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37233 members 
Mstep: Class 11 contains 172228 members 
Mstep: Class 12 contains 43044 members 
Mstep: Class 13 contains 62078 members 
Mstep: Class 14 contains 30494 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 47558 members 
Mstep: Class 17 contains 35805 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209856.000000 Penalty: 41459.531250
Iteration 166Q: 20 clusters Score -7.020986e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 114338 members 
Mstep: Class 3 contains 50380 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 24384 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 37205 members 
Mstep: Class 11 contains 172775 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 62182 members 
Mstep: Class 14 contains 30506 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 47550 members 
Mstep: Class 17 contains 35809 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209960.000000 Penalty: 41459.531250
Iteration 167Q: 20 clusters Score -7.020996e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 113552 members 
Mstep: Class 3 contains 50390 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24380 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37181 members 
Mstep: Class 11 contains 173332 members 
Mstep: Class 12 contains 43412 members 
Mstep: Class 13 contains 62259 members 
Mstep: Class 14 contains 30501 members 
Mstep: Class 15 contains 19680 members 
Mstep: Class 16 contains 47554 members 
Mstep: Class 17 contains 35802 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 20 clusters Score -7.021026e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 112788 members 
Mstep: Class 3 contains 50394 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 24375 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 37158 members 
Mstep: Class 11 contains 173877 members 
Mstep: Class 12 contains 43584 members 
Mstep: Class 13 contains 62341 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 47555 members 
Mstep: Class 17 contains 35799 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 20 clusters Score -7.021035e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 112066 members 
Mstep: Class 3 contains 50397 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 7428 members 
Mstep: Class 7 contains 24370 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37131 members 
Mstep: Class 11 contains 174385 members 
Mstep: Class 12 contains 43730 members 
Mstep: Class 13 contains 62428 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 47558 members 
Mstep: Class 17 contains 35791 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210336.000000 Penalty: 41459.531250
Iteration 170Q: 20 clusters Score -7.021034e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 111370 members 
Mstep: Class 3 contains 50399 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 24369 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37101 members 
Mstep: Class 11 contains 174884 members 
Mstep: Class 12 contains 43878 members 
Mstep: Class 13 contains 62517 members 
Mstep: Class 14 contains 30491 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 47562 members 
Mstep: Class 17 contains 35793 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210416.000000 Penalty: 41459.531250
Iteration 171Q: 20 clusters Score -7.021042e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 110646 members 
Mstep: Class 3 contains 50399 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 7428 members 
Mstep: Class 7 contains 24355 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37077 members 
Mstep: Class 11 contains 175373 members 
Mstep: Class 12 contains 44029 members 
Mstep: Class 13 contains 62595 members 
Mstep: Class 14 contains 30499 members 
Mstep: Class 15 contains 19699 members 
Mstep: Class 16 contains 47563 members 
Mstep: Class 17 contains 35804 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210536.000000 Penalty: 41459.531250
Iteration 172Q: 20 clusters Score -7.021054e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 109918 members 
Mstep: Class 3 contains 50403 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 24343 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37045 members 
Mstep: Class 11 contains 175885 members 
Mstep: Class 12 contains 44185 members 
Mstep: Class 13 contains 62669 members 
Mstep: Class 14 contains 30506 members 
Mstep: Class 15 contains 19716 members 
Mstep: Class 16 contains 47559 members 
Mstep: Class 17 contains 35803 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210720.000000 Penalty: 41459.531250
Iteration 173Q: 20 clusters Score -7.021072e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 109156 members 
Mstep: Class 3 contains 50411 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24335 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 37020 members 
Mstep: Class 11 contains 176413 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 62751 members 
Mstep: Class 14 contains 30525 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 47558 members 
Mstep: Class 17 contains 35797 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210880.000000 Penalty: 41459.531250
Iteration 174Q: 20 clusters Score -7.021088e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 108395 members 
Mstep: Class 3 contains 50413 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24335 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 36992 members 
Mstep: Class 11 contains 176974 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 62815 members 
Mstep: Class 14 contains 30534 members 
Mstep: Class 15 contains 19736 members 
Mstep: Class 16 contains 47554 members 
Mstep: Class 17 contains 35793 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211056.000000 Penalty: 41459.531250
Iteration 175Q: 20 clusters Score -7.021106e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 107637 members 
Mstep: Class 3 contains 50414 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24318 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 36966 members 
Mstep: Class 11 contains 177557 members 
Mstep: Class 12 contains 44606 members 
Mstep: Class 13 contains 62895 members 
Mstep: Class 14 contains 30540 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 47557 members 
Mstep: Class 17 contains 35772 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211400.000000 Penalty: 41459.531250
Iteration 176Q: 20 clusters Score -7.02114e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 106917 members 
Mstep: Class 3 contains 50413 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 24306 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 36933 members 
Mstep: Class 11 contains 178146 members 
Mstep: Class 12 contains 44717 members 
Mstep: Class 13 contains 62971 members 
Mstep: Class 14 contains 30543 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 47556 members 
Mstep: Class 17 contains 35746 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Score: -70211520.000000 Penalty: 41459.531250
Iteration 177Q: 20 clusters Score -7.021152e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 106188 members 
Mstep: Class 3 contains 50403 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 24306 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 178737 members 
Mstep: Class 12 contains 44838 members 
Mstep: Class 13 contains 63047 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 47567 members 
Mstep: Class 17 contains 35713 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211832.000000 Penalty: 41459.531250
Iteration 178Q: 20 clusters Score -7.021183e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 105521 members 
Mstep: Class 3 contains 50398 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 24297 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 179257 members 
Mstep: Class 12 contains 44964 members 
Mstep: Class 13 contains 63118 members 
Mstep: Class 14 contains 30557 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 47570 members 
Mstep: Class 17 contains 35697 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Score: -70211968.000000 Penalty: 41459.531250
Iteration 179Q: 20 clusters Score -7.021197e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 104815 members 
Mstep: Class 3 contains 50398 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 7425 members 
Mstep: Class 7 contains 24283 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36855 members 
Mstep: Class 11 contains 179794 members 
Mstep: Class 12 contains 45070 members 
Mstep: Class 13 contains 63215 members 
Mstep: Class 14 contains 30572 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 47578 members 
Mstep: Class 17 contains 35681 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211976.000000 Penalty: 41459.531250
Iteration 180F: 20 clusters Score -7.021198e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 104126 members 
Mstep: Class 3 contains 50401 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 24263 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36832 members 
Mstep: Class 11 contains 180316 members 
Mstep: Class 12 contains 45180 members 
Mstep: Class 13 contains 63298 members 
Mstep: Class 14 contains 30589 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 47586 members 
Mstep: Class 17 contains 35651 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -7.021244e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 103462 members 
Mstep: Class 3 contains 50405 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 24237 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36812 members 
Mstep: Class 11 contains 180835 members 
Mstep: Class 12 contains 45267 members 
Mstep: Class 13 contains 63372 members 
Mstep: Class 14 contains 30603 members 
Mstep: Class 15 contains 19810 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35624 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -7.021251e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 102784 members 
Mstep: Class 3 contains 50401 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 7421 members 
Mstep: Class 7 contains 24211 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36791 members 
Mstep: Class 11 contains 181375 members 
Mstep: Class 12 contains 45349 members 
Mstep: Class 13 contains 63454 members 
Mstep: Class 14 contains 30615 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35590 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -7.021263e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 102093 members 
Mstep: Class 3 contains 50407 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 36775 members 
Mstep: Class 11 contains 181941 members 
Mstep: Class 12 contains 45417 members 
Mstep: Class 13 contains 63535 members 
Mstep: Class 14 contains 30619 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 47607 members 
Mstep: Class 17 contains 35555 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -7.021267e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 101400 members 
Mstep: Class 3 contains 50408 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24169 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36766 members 
Mstep: Class 11 contains 182485 members 
Mstep: Class 12 contains 45502 members 
Mstep: Class 13 contains 63619 members 
Mstep: Class 14 contains 30621 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 35525 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -7.021282e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 100769 members 
Mstep: Class 3 contains 50410 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 24143 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 36741 members 
Mstep: Class 11 contains 183024 members 
Mstep: Class 12 contains 45582 members 
Mstep: Class 13 contains 63682 members 
Mstep: Class 14 contains 30621 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 47611 members 
Mstep: Class 17 contains 35495 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212984.000000 Penalty: 41459.531250
Iteration 186Q: 20 clusters Score -7.021298e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 100132 members 
Mstep: Class 3 contains 50410 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 24115 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 36735 members 
Mstep: Class 11 contains 183564 members 
Mstep: Class 12 contains 45678 members 
Mstep: Class 13 contains 63735 members 
Mstep: Class 14 contains 30614 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 35477 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212960.000000 Penalty: 41459.531250
Iteration 187Q: 20 clusters Score -7.021296e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 99450 members 
Mstep: Class 3 contains 50414 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 24090 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 36728 members 
Mstep: Class 11 contains 184137 members 
Mstep: Class 12 contains 45791 members 
Mstep: Class 13 contains 63780 members 
Mstep: Class 14 contains 30612 members 
Mstep: Class 15 contains 19810 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35453 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213160.000000 Penalty: 41459.531250
Iteration 188Q: 20 clusters Score -7.021316e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 98779 members 
Mstep: Class 3 contains 50416 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 24071 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 184732 members 
Mstep: Class 12 contains 45897 members 
Mstep: Class 13 contains 63819 members 
Mstep: Class 14 contains 30616 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35429 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213256.000000 Penalty: 41459.531250
Iteration 189Q: 20 clusters Score -7.021326e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 98097 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24051 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 36683 members 
Mstep: Class 11 contains 185335 members 
Mstep: Class 12 contains 45983 members 
Mstep: Class 13 contains 63873 members 
Mstep: Class 14 contains 30611 members 
Mstep: Class 15 contains 19804 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35400 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213424.000000 Penalty: 41459.531250
Iteration 190Q: 20 clusters Score -7.021342e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 97427 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 24032 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 36662 members 
Mstep: Class 11 contains 185944 members 
Mstep: Class 12 contains 46042 members 
Mstep: Class 13 contains 63951 members 
Mstep: Class 14 contains 30611 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 35376 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213728.000000 Penalty: 41459.531250
Iteration 191Q: 20 clusters Score -7.021373e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 96785 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 24010 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 36646 members 
Mstep: Class 11 contains 186563 members 
Mstep: Class 12 contains 46092 members 
Mstep: Class 13 contains 64030 members 
Mstep: Class 14 contains 30608 members 
Mstep: Class 15 contains 19791 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35338 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213992.000000 Penalty: 41459.531250
Iteration 192Q: 20 clusters Score -7.021399e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 96182 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 23989 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 36633 members 
Mstep: Class 11 contains 187163 members 
Mstep: Class 12 contains 46137 members 
Mstep: Class 13 contains 64091 members 
Mstep: Class 14 contains 30598 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35311 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213976.000000 Penalty: 41459.531250
Iteration 193Q: 20 clusters Score -7.021398e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 95610 members 
Mstep: Class 3 contains 50429 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 23977 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 36616 members 
Mstep: Class 11 contains 187729 members 
Mstep: Class 12 contains 46172 members 
Mstep: Class 13 contains 64156 members 
Mstep: Class 14 contains 30579 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35278 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213928.000000 Penalty: 41459.531250
Iteration 194Q: 20 clusters Score -7.021393e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 95053 members 
Mstep: Class 3 contains 50428 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 975 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36608 members 
Mstep: Class 11 contains 188250 members 
Mstep: Class 12 contains 46219 members 
Mstep: Class 13 contains 64205 members 
Mstep: Class 14 contains 30564 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 47626 members 
Mstep: Class 17 contains 35254 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214128.000000 Penalty: 41459.531250
Iteration 195Q: 20 clusters Score -7.021413e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 94502 members 
Mstep: Class 3 contains 50429 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 23959 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36603 members 
Mstep: Class 11 contains 188734 members 
Mstep: Class 12 contains 46287 members 
Mstep: Class 13 contains 64255 members 
Mstep: Class 14 contains 30550 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 47630 members 
Mstep: Class 17 contains 35231 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214408.000000 Penalty: 41459.531250
Iteration 196Q: 20 clusters Score -7.021441e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 93952 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 23957 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36599 members 
Mstep: Class 11 contains 189270 members 
Mstep: Class 12 contains 46342 members 
Mstep: Class 13 contains 64292 members 
Mstep: Class 14 contains 30526 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 47634 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214552.000000 Penalty: 41459.531250
Iteration 197Q: 20 clusters Score -7.021455e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 93362 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 7404 members 
Mstep: Class 7 contains 23952 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36607 members 
Mstep: Class 11 contains 189840 members 
Mstep: Class 12 contains 46382 members 
Mstep: Class 13 contains 64327 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 47648 members 
Mstep: Class 17 contains 35156 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214672.000000 Penalty: 41459.531250
Iteration 198Q: 20 clusters Score -7.021467e+07 nChanged 900
Entering ConstructFrom: 
Score: -70214672.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (20043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Entering Unmasked Estep 
Score: -2138533.500000 Penalty: 1609.665649
	Iteration 0F: 2 clusters Score -2138534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2124936.500000 Penalty: 3219.331299
	Iteration 0F: 3 clusters Score -2124936 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2130060.000000 Penalty: 3219.331299
	Iteration 1F: 3 clusters Score -2130060 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2130625.750000 Penalty: 3219.331299
	Iteration 2F: 3 clusters Score -2130626 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2131197.250000 Penalty: 3219.331299
	Iteration 3F: 3 clusters Score -2131197 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2131795.250000 Penalty: 3219.331299
	Iteration 4F: 3 clusters Score -2131795 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2132349.750000 Penalty: 3219.331299
	Iteration 5F: 3 clusters Score -2132350 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2132902.500000 Penalty: 3219.331299
	Iteration 6F: 3 clusters Score -2132902 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2133454.500000 Penalty: 3219.331299
	Iteration 7Q: 3 clusters Score -2133454 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2133960.000000 Penalty: 3219.331299
	Iteration 8Q: 3 clusters Score -2133960 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2134412.750000 Penalty: 3219.331299
	Iteration 9Q: 3 clusters Score -2134413 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2134795.000000 Penalty: 3219.331299
	Iteration 10Q: 3 clusters Score -2134795 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2135055.250000 Penalty: 3219.331299
	Iteration 11Q: 3 clusters Score -2135055 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2135228.250000 Penalty: 3219.331299
	Iteration 12Q: 3 clusters Score -2135228 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2135326.500000 Penalty: 3219.331299
	Iteration 13Q: 3 clusters Score -2135326 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2135407.750000 Penalty: 3219.331299
	Iteration 14Q: 3 clusters Score -2135408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2135470.000000 Penalty: 3219.331299
	Iteration 15Q: 3 clusters Score -2135470 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2135539.750000 Penalty: 3219.331299
	Iteration 16Q: 3 clusters Score -2135540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2135601.250000 Penalty: 3219.331299
	Iteration 17Q: 3 clusters Score -2135601 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2135666.250000 Penalty: 3219.331299
	Iteration 18Q: 3 clusters Score -2135666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2135733.500000 Penalty: 3219.331299
	Iteration 19Q: 3 clusters Score -2135734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2135809.250000 Penalty: 3219.331299
	Iteration 20F: 3 clusters Score -2135809 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2135916.000000 Penalty: 3219.331299
	Iteration 21Q: 3 clusters Score -2135916 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2136007.250000 Penalty: 3219.331299
	Iteration 22Q: 3 clusters Score -2136007 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2136119.750000 Penalty: 3219.331299
	Iteration 23Q: 3 clusters Score -2136120 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2136226.750000 Penalty: 3219.331299
	Iteration 24Q: 3 clusters Score -2136227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2136326.000000 Penalty: 3219.331299
	Iteration 25Q: 3 clusters Score -2136326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2136426.500000 Penalty: 3219.331299
	Iteration 26Q: 3 clusters Score -2136426 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2136513.250000 Penalty: 3219.331299
	Iteration 27Q: 3 clusters Score -2136513 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2136580.000000 Penalty: 3219.331299
	Iteration 28Q: 3 clusters Score -2136580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2136656.500000 Penalty: 3219.331299
	Iteration 29Q: 3 clusters Score -2136656 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2136739.250000 Penalty: 3219.331299
	Iteration 30Q: 3 clusters Score -2136739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2136807.500000 Penalty: 3219.331299
	Iteration 31Q: 3 clusters Score -2136808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2136858.000000 Penalty: 3219.331299
	Iteration 32Q: 3 clusters Score -2136858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2136906.000000 Penalty: 3219.331299
	Iteration 33Q: 3 clusters Score -2136906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2136945.500000 Penalty: 3219.331299
	Iteration 34Q: 3 clusters Score -2136946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2136990.750000 Penalty: 3219.331299
	Iteration 35Q: 3 clusters Score -2136991 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2137020.750000 Penalty: 3219.331299
	Iteration 36Q: 3 clusters Score -2137021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2137057.000000 Penalty: 3219.331299
	Iteration 37Q: 3 clusters Score -2137057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2137080.750000 Penalty: 3219.331299
	Iteration 38Q: 3 clusters Score -2137081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2137109.750000 Penalty: 3219.331299
	Iteration 39Q: 3 clusters Score -2137110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2137126.750000 Penalty: 3219.331299
	Iteration 40F: 3 clusters Score -2137127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2137143.000000 Penalty: 3219.331299
	Iteration 41Q: 3 clusters Score -2137143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2137162.750000 Penalty: 3219.331299
	Iteration 42Q: 3 clusters Score -2137163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2137184.500000 Penalty: 3219.331299
	Iteration 43Q: 3 clusters Score -2137184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2137212.000000 Penalty: 3219.331299
	Iteration 44Q: 3 clusters Score -2137212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2137233.500000 Penalty: 3219.331299
	Iteration 45Q: 3 clusters Score -2137234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2137248.250000 Penalty: 3219.331299
	Iteration 46Q: 3 clusters Score -2137248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2137258.000000 Penalty: 3219.331299
	Iteration 47Q: 3 clusters Score -2137258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2137271.250000 Penalty: 3219.331299
	Iteration 48Q: 3 clusters Score -2137271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2137282.750000 Penalty: 3219.331299
	Iteration 49Q: 3 clusters Score -2137283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2137299.250000 Penalty: 3219.331299
	Iteration 50Q: 3 clusters Score -2137299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2137316.000000 Penalty: 3219.331299
	Iteration 51Q: 3 clusters Score -2137316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2137324.250000 Penalty: 3219.331299
	Iteration 52Q: 3 clusters Score -2137324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2137340.500000 Penalty: 3219.331299
	Iteration 53Q: 3 clusters Score -2137340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2137347.250000 Penalty: 3219.331299
	Iteration 54Q: 3 clusters Score -2137347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2137358.500000 Penalty: 3219.331299
	Iteration 55Q: 3 clusters Score -2137358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2137369.750000 Penalty: 3219.331299
	Iteration 56Q: 3 clusters Score -2137370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2137370.500000 Penalty: 3219.331299
	Iteration 57Q: 3 clusters Score -2137370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2137370.750000 Penalty: 3219.331299
	Iteration 58Q: 3 clusters Score -2137371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2137371.500000 Penalty: 3219.331299
	Iteration 59Q: 3 clusters Score -2137372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2137368.250000 Penalty: 3219.331299
	Iteration 60F: 3 clusters Score -2137368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2137372.500000 Penalty: 3219.331299
	Iteration 61Q: 3 clusters Score -2137372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2137375.750000 Penalty: 3219.331299
	Iteration 62Q: 3 clusters Score -2137376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2137376.750000 Penalty: 3219.331299
	Iteration 63Q: 3 clusters Score -2137377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2137381.750000 Penalty: 3219.331299
	Iteration 64Q: 3 clusters Score -2137382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2137380.000000 Penalty: 3219.331299
	Iteration 65Q: 3 clusters Score -2137380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2137380.250000 Penalty: 3219.331299
	Iteration 66Q: 3 clusters Score -2137380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2137382.000000 Penalty: 3219.331299
	Iteration 67Q: 3 clusters Score -2137382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2137383.000000 Penalty: 3219.331299
	Iteration 68Q: 3 clusters Score -2137383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2137382.500000 Penalty: 3219.331299
	Iteration 69Q: 3 clusters Score -2137382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2137382.500000 Penalty: 3219.331299
	Iteration 70F: 3 clusters Score -2137382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Entering Unmasked Estep 
Score: -9829658.000000 Penalty: 1858.777832
	Iteration 0F: 2 clusters Score -9829658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -9768453.000000 Penalty: 3717.555664
	Iteration 0F: 3 clusters Score -9768453 nChanged 44213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -9794202.000000 Penalty: 3717.555664
	Iteration 1F: 3 clusters Score -9794202 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -9795100.000000 Penalty: 3717.555664
	Iteration 2Q: 3 clusters Score -9795100 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9796467.000000 Penalty: 3717.555664
	Iteration 3Q: 3 clusters Score -9796467 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -9798779.000000 Penalty: 3717.555664
	Iteration 4F: 3 clusters Score -9798779 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -9802887.000000 Penalty: 3717.555664
	Iteration 5F: 3 clusters Score -9802887 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -9808875.000000 Penalty: 3717.555664
	Iteration 6F: 3 clusters Score -9808875 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -9816003.000000 Penalty: 3717.555664
	Iteration 7F: 3 clusters Score -9816003 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -9821531.000000 Penalty: 3717.555664
	Iteration 8F: 3 clusters Score -9821531 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -9824864.000000 Penalty: 3717.555664
	Iteration 9Q: 3 clusters Score -9824864 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9826481.000000 Penalty: 3717.555664
	Iteration 10Q: 3 clusters Score -9826481 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9827375.000000 Penalty: 3717.555664
	Iteration 11Q: 3 clusters Score -9827375 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -9827803.000000 Penalty: 3717.555664
	Iteration 12Q: 3 clusters Score -9827803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9828058.000000 Penalty: 3717.555664
	Iteration 13Q: 3 clusters Score -9828058 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9828197.000000 Penalty: 3717.555664
	Iteration 14Q: 3 clusters Score -9828197 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9828308.000000 Penalty: 3717.555664
	Iteration 15Q: 3 clusters Score -9828308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9828382.000000 Penalty: 3717.555664
	Iteration 16Q: 3 clusters Score -9828382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9828448.000000 Penalty: 3717.555664
	Iteration 17Q: 3 clusters Score -9828448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9828475.000000 Penalty: 3717.555664
	Iteration 18Q: 3 clusters Score -9828475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9828498.000000 Penalty: 3717.555664
	Iteration 19Q: 3 clusters Score -9828498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9828519.000000 Penalty: 3717.555664
	Iteration 20F: 3 clusters Score -9828519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9828528.000000 Penalty: 3717.555664
	Iteration 21Q: 3 clusters Score -9828528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9828534.000000 Penalty: 3717.555664
	Iteration 22Q: 3 clusters Score -9828534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9828530.000000 Penalty: 3717.555664
	Iteration 23Q: 3 clusters Score -9828530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9828530.000000 Penalty: 3717.555664
	Iteration 24Q: 3 clusters Score -9828530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9828535.000000 Penalty: 3717.555664
	Iteration 25Q: 3 clusters Score -9828535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9828549.000000 Penalty: 3717.555664
	Iteration 26Q: 3 clusters Score -9828549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9828555.000000 Penalty: 3717.555664
	Iteration 27Q: 3 clusters Score -9828555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9828567.000000 Penalty: 3717.555664
	Iteration 28Q: 3 clusters Score -9828567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9828556.000000 Penalty: 3717.555664
	Iteration 29Q: 3 clusters Score -9828556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9828560.000000 Penalty: 3717.555664
	Iteration 30Q: 3 clusters Score -9828560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9828566.000000 Penalty: 3717.555664
	Iteration 31Q: 3 clusters Score -9828566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9828577.000000 Penalty: 3717.555664
	Iteration 32Q: 3 clusters Score -9828577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9828578.000000 Penalty: 3717.555664
	Iteration 33Q: 3 clusters Score -9828578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9828575.000000 Penalty: 3717.555664
	Iteration 34Q: 3 clusters Score -9828575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9828571.000000 Penalty: 3717.555664
	Iteration 35Q: 3 clusters Score -9828571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9828579.000000 Penalty: 3717.555664
	Iteration 36Q: 3 clusters Score -9828579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9828578.000000 Penalty: 3717.555664
	Iteration 37Q: 3 clusters Score -9828578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9828579.000000 Penalty: 3717.555664
	Iteration 38Q: 3 clusters Score -9828579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9828581.000000 Penalty: 3717.555664
	Iteration 39Q: 3 clusters Score -9828581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9828581.000000 Penalty: 3717.555664
	Iteration 40F: 3 clusters Score -9828581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Entering Unmasked Estep 
Score: -5402694.500000 Penalty: 1759.592651
	Iteration 0F: 2 clusters Score -5402694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -5368729.500000 Penalty: 3519.185303
	Iteration 0F: 3 clusters Score -5368730 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -5382939.500000 Penalty: 3519.185303
	Iteration 1F: 3 clusters Score -5382940 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5384360.000000 Penalty: 3519.185303
	Iteration 2F: 3 clusters Score -5384360 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5387123.500000 Penalty: 3519.185303
	Iteration 3F: 3 clusters Score -5387124 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5391358.000000 Penalty: 3519.185303
	Iteration 4F: 3 clusters Score -5391358 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5395943.500000 Penalty: 3519.185303
	Iteration 5F: 3 clusters Score -5395944 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5398940.000000 Penalty: 3519.185303
	Iteration 6F: 3 clusters Score -5398940 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -5400341.000000 Penalty: 3519.185303
	Iteration 7Q: 3 clusters Score -5400341 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -5401020.500000 Penalty: 3519.185303
	Iteration 8Q: 3 clusters Score -5401020 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -5401429.500000 Penalty: 3519.185303
	Iteration 9Q: 3 clusters Score -5401430 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5401661.500000 Penalty: 3519.185303
	Iteration 10Q: 3 clusters Score -5401662 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -5401784.500000 Penalty: 3519.185303
	Iteration 11Q: 3 clusters Score -5401784 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -5401844.500000 Penalty: 3519.185303
	Iteration 12Q: 3 clusters Score -5401844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5401883.500000 Penalty: 3519.185303
	Iteration 13Q: 3 clusters Score -5401884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5401917.000000 Penalty: 3519.185303
	Iteration 14Q: 3 clusters Score -5401917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -5401937.000000 Penalty: 3519.185303
	Iteration 15Q: 3 clusters Score -5401937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -5401961.500000 Penalty: 3519.185303
	Iteration 16Q: 3 clusters Score -5401962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -5401964.500000 Penalty: 3519.185303
	Iteration 17Q: 3 clusters Score -5401964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -5401964.000000 Penalty: 3519.185303
	Iteration 18Q: 3 clusters Score -5401964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5401975.500000 Penalty: 3519.185303
	Iteration 19Q: 3 clusters Score -5401976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5401983.500000 Penalty: 3519.185303
	Iteration 20F: 3 clusters Score -5401984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5401977.500000 Penalty: 3519.185303
	Iteration 21Q: 3 clusters Score -5401978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -5401980.000000 Penalty: 3519.185303
	Iteration 22Q: 3 clusters Score -5401980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -5401979.500000 Penalty: 3519.185303
	Iteration 23Q: 3 clusters Score -5401980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -5401976.000000 Penalty: 3519.185303
	Iteration 24Q: 3 clusters Score -5401976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -5401978.500000 Penalty: 3519.185303
	Iteration 25Q: 3 clusters Score -5401978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5401982.500000 Penalty: 3519.185303
	Iteration 26Q: 3 clusters Score -5401982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -5401983.500000 Penalty: 3519.185303
	Iteration 27Q: 3 clusters Score -5401984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -5401982.500000 Penalty: 3519.185303
	Iteration 28Q: 3 clusters Score -5401982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -5401985.000000 Penalty: 3519.185303
	Iteration 29Q: 3 clusters Score -5401985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5401987.000000 Penalty: 3519.185303
	Iteration 30Q: 3 clusters Score -5401987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -5401988.000000 Penalty: 3519.185303
	Iteration 31Q: 3 clusters Score -5401988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -5401988.000000 Penalty: 3519.185303
	Iteration 32F: 3 clusters Score -5401988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -25703.423828 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -25703.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24930.390625 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -24930.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25096.699219 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -25096.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25188.859375 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -25188.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25293.650391 Penalty: 1841.588623
	Iteration 3F: 3 clusters Score -25293.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25337.062500 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -25337.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25378.171875 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -25378.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25408.505859 Penalty: 1841.588623
	Iteration 6Q: 3 clusters Score -25408.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25423.886719 Penalty: 1841.588623
	Iteration 7Q: 3 clusters Score -25423.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25441.833984 Penalty: 1841.588623
	Iteration 8Q: 3 clusters Score -25441.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25446.130859 Penalty: 1841.588623
	Iteration 9Q: 3 clusters Score -25446.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25446.130859 Penalty: 1841.588623
	Iteration 10F: 3 clusters Score -25446.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -378799.062500 Penalty: 1336.818237
	Iteration 0F: 2 clusters Score -378799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -375614.500000 Penalty: 2673.636475
	Iteration 0F: 3 clusters Score -375614.5 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -376432.656250 Penalty: 2673.636475
	Iteration 1F: 3 clusters Score -376432.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -376552.687500 Penalty: 2673.636475
	Iteration 2F: 3 clusters Score -376552.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -376621.312500 Penalty: 2673.636475
	Iteration 3Q: 3 clusters Score -376621.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -376664.656250 Penalty: 2673.636475
	Iteration 4Q: 3 clusters Score -376664.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376709.218750 Penalty: 2673.636475
	Iteration 5Q: 3 clusters Score -376709.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376747.187500 Penalty: 2673.636475
	Iteration 6Q: 3 clusters Score -376747.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -376769.250000 Penalty: 2673.636475
	Iteration 7Q: 3 clusters Score -376769.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376789.218750 Penalty: 2673.636475
	Iteration 8Q: 3 clusters Score -376789.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -376812.031250 Penalty: 2673.636475
	Iteration 9Q: 3 clusters Score -376812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -376831.968750 Penalty: 2673.636475
	Iteration 10Q: 3 clusters Score -376832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -376846.093750 Penalty: 2673.636475
	Iteration 11Q: 3 clusters Score -376846.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -376866.781250 Penalty: 2673.636475
	Iteration 12Q: 3 clusters Score -376866.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -376890.250000 Penalty: 2673.636475
	Iteration 13Q: 3 clusters Score -376890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376906.875000 Penalty: 2673.636475
	Iteration 14Q: 3 clusters Score -376906.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -376925.656250 Penalty: 2673.636475
	Iteration 15Q: 3 clusters Score -376925.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -376942.812500 Penalty: 2673.636475
	Iteration 16Q: 3 clusters Score -376942.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -376965.406250 Penalty: 2673.636475
	Iteration 17Q: 3 clusters Score -376965.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -376995.531250 Penalty: 2673.636475
	Iteration 18Q: 3 clusters Score -376995.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -377026.937500 Penalty: 2673.636475
	Iteration 19Q: 3 clusters Score -377026.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -377064.812500 Penalty: 2673.636475
	Iteration 20F: 3 clusters Score -377064.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -377122.406250 Penalty: 2673.636475
	Iteration 21Q: 3 clusters Score -377122.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -377188.593750 Penalty: 2673.636475
	Iteration 22Q: 3 clusters Score -377188.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -377262.281250 Penalty: 2673.636475
	Iteration 23Q: 3 clusters Score -377262.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -377325.156250 Penalty: 2673.636475
	Iteration 24Q: 3 clusters Score -377325.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -377370.968750 Penalty: 2673.636475
	Iteration 25Q: 3 clusters Score -377371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -377403.218750 Penalty: 2673.636475
	Iteration 26Q: 3 clusters Score -377403.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -377439.687500 Penalty: 2673.636475
	Iteration 27Q: 3 clusters Score -377439.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -377460.843750 Penalty: 2673.636475
	Iteration 28Q: 3 clusters Score -377460.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -377496.781250 Penalty: 2673.636475
	Iteration 29Q: 3 clusters Score -377496.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -377519.312500 Penalty: 2673.636475
	Iteration 30Q: 3 clusters Score -377519.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -377541.218750 Penalty: 2673.636475
	Iteration 31Q: 3 clusters Score -377541.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -377563.718750 Penalty: 2673.636475
	Iteration 32Q: 3 clusters Score -377563.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -377589.687500 Penalty: 2673.636475
	Iteration 33Q: 3 clusters Score -377589.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -377602.468750 Penalty: 2673.636475
	Iteration 34Q: 3 clusters Score -377602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -377612.906250 Penalty: 2673.636475
	Iteration 35Q: 3 clusters Score -377612.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -377626.781250 Penalty: 2673.636475
	Iteration 36Q: 3 clusters Score -377626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -377646.375000 Penalty: 2673.636475
	Iteration 37Q: 3 clusters Score -377646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -377653.906250 Penalty: 2673.636475
	Iteration 38Q: 3 clusters Score -377653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -377657.968750 Penalty: 2673.636475
	Iteration 39Q: 3 clusters Score -377658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -377661.937500 Penalty: 2673.636475
	Iteration 40F: 3 clusters Score -377661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -377667.187500 Penalty: 2673.636475
	Iteration 41Q: 3 clusters Score -377667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -377673.093750 Penalty: 2673.636475
	Iteration 42Q: 3 clusters Score -377673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -377677.656250 Penalty: 2673.636475
	Iteration 43Q: 3 clusters Score -377677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -377684.656250 Penalty: 2673.636475
	Iteration 44Q: 3 clusters Score -377684.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -377697.468750 Penalty: 2673.636475
	Iteration 45Q: 3 clusters Score -377697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -377713.312500 Penalty: 2673.636475
	Iteration 46Q: 3 clusters Score -377713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -377724.656250 Penalty: 2673.636475
	Iteration 47Q: 3 clusters Score -377724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -377730.593750 Penalty: 2673.636475
	Iteration 48Q: 3 clusters Score -377730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -377731.125000 Penalty: 2673.636475
	Iteration 49Q: 3 clusters Score -377731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -377731.468750 Penalty: 2673.636475
	Iteration 50Q: 3 clusters Score -377731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -377732.593750 Penalty: 2673.636475
	Iteration 51Q: 3 clusters Score -377732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -377734.656250 Penalty: 2673.636475
	Iteration 52Q: 3 clusters Score -377734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -377736.062500 Penalty: 2673.636475
	Iteration 53Q: 3 clusters Score -377736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -377736.062500 Penalty: 2673.636475
	Iteration 54F: 3 clusters Score -377736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -757742.500000 Penalty: 1447.794678
	Iteration 0F: 2 clusters Score -757742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -752273.000000 Penalty: 2895.589355
	Iteration 0F: 3 clusters Score -752273 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -754179.125000 Penalty: 2895.589355
	Iteration 1F: 3 clusters Score -754179.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -754493.687500 Penalty: 2895.589355
	Iteration 2F: 3 clusters Score -754493.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -754767.312500 Penalty: 2895.589355
	Iteration 3F: 3 clusters Score -754767.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -754999.125000 Penalty: 2895.589355
	Iteration 4F: 3 clusters Score -754999.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -755211.750000 Penalty: 2895.589355
	Iteration 5F: 3 clusters Score -755211.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -755392.937500 Penalty: 2895.589355
	Iteration 6Q: 3 clusters Score -755392.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -755559.062500 Penalty: 2895.589355
	Iteration 7Q: 3 clusters Score -755559.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -755702.875000 Penalty: 2895.589355
	Iteration 8Q: 3 clusters Score -755702.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -755829.375000 Penalty: 2895.589355
	Iteration 9Q: 3 clusters Score -755829.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -755946.187500 Penalty: 2895.589355
	Iteration 10Q: 3 clusters Score -755946.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -756052.187500 Penalty: 2895.589355
	Iteration 11Q: 3 clusters Score -756052.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -756139.812500 Penalty: 2895.589355
	Iteration 12Q: 3 clusters Score -756139.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -756213.625000 Penalty: 2895.589355
	Iteration 13Q: 3 clusters Score -756213.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -756282.687500 Penalty: 2895.589355
	Iteration 14Q: 3 clusters Score -756282.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -756344.250000 Penalty: 2895.589355
	Iteration 15Q: 3 clusters Score -756344.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -756402.000000 Penalty: 2895.589355
	Iteration 16Q: 3 clusters Score -756402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -756464.687500 Penalty: 2895.589355
	Iteration 17Q: 3 clusters Score -756464.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -756513.312500 Penalty: 2895.589355
	Iteration 18Q: 3 clusters Score -756513.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -756549.187500 Penalty: 2895.589355
	Iteration 19Q: 3 clusters Score -756549.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -756586.812500 Penalty: 2895.589355
	Iteration 20F: 3 clusters Score -756586.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -756613.750000 Penalty: 2895.589355
	Iteration 21Q: 3 clusters Score -756613.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -756634.562500 Penalty: 2895.589355
	Iteration 22Q: 3 clusters Score -756634.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -756651.625000 Penalty: 2895.589355
	Iteration 23Q: 3 clusters Score -756651.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -756660.562500 Penalty: 2895.589355
	Iteration 24Q: 3 clusters Score -756660.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -756672.125000 Penalty: 2895.589355
	Iteration 25Q: 3 clusters Score -756672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -756678.625000 Penalty: 2895.589355
	Iteration 26Q: 3 clusters Score -756678.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -756686.312500 Penalty: 2895.589355
	Iteration 27Q: 3 clusters Score -756686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -756689.937500 Penalty: 2895.589355
	Iteration 28Q: 3 clusters Score -756689.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -756698.062500 Penalty: 2895.589355
	Iteration 29Q: 3 clusters Score -756698.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -756702.937500 Penalty: 2895.589355
	Iteration 30Q: 3 clusters Score -756702.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -756707.187500 Penalty: 2895.589355
	Iteration 31Q: 3 clusters Score -756707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -756712.687500 Penalty: 2895.589355
	Iteration 32Q: 3 clusters Score -756712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -756718.812500 Penalty: 2895.589355
	Iteration 33Q: 3 clusters Score -756718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -756729.625000 Penalty: 2895.589355
	Iteration 34Q: 3 clusters Score -756729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -756732.687500 Penalty: 2895.589355
	Iteration 35Q: 3 clusters Score -756732.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -756735.312500 Penalty: 2895.589355
	Iteration 36Q: 3 clusters Score -756735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -756738.250000 Penalty: 2895.589355
	Iteration 37Q: 3 clusters Score -756738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -756740.437500 Penalty: 2895.589355
	Iteration 38Q: 3 clusters Score -756740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -756743.562500 Penalty: 2895.589355
	Iteration 39Q: 3 clusters Score -756743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -756745.125000 Penalty: 2895.589355
	Iteration 40F: 3 clusters Score -756745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -756746.937500 Penalty: 2895.589355
	Iteration 41Q: 3 clusters Score -756746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -756746.750000 Penalty: 2895.589355
	Iteration 42Q: 3 clusters Score -756746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -756746.562500 Penalty: 2895.589355
	Iteration 43Q: 3 clusters Score -756746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -756747.062500 Penalty: 2895.589355
	Iteration 44Q: 3 clusters Score -756747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -756747.062500 Penalty: 2895.589355
	Iteration 45F: 3 clusters Score -756747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Entering Unmasked Estep 
Score: -2560640.750000 Penalty: 1638.523682
	Iteration 0F: 2 clusters Score -2560641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2544304.500000 Penalty: 3277.047363
	Iteration 0F: 3 clusters Score -2544304 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2550425.000000 Penalty: 3277.047363
	Iteration 1F: 3 clusters Score -2550425 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2550736.750000 Penalty: 3277.047363
	Iteration 2Q: 3 clusters Score -2550737 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2551059.000000 Penalty: 3277.047363
	Iteration 3Q: 3 clusters Score -2551059 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2551405.000000 Penalty: 3277.047363
	Iteration 4Q: 3 clusters Score -2551405 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2551839.500000 Penalty: 3277.047363
	Iteration 5Q: 3 clusters Score -2551840 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2552429.250000 Penalty: 3277.047363
	Iteration 6Q: 3 clusters Score -2552429 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2553216.500000 Penalty: 3277.047363
	Iteration 7F: 3 clusters Score -2553216 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2554163.500000 Penalty: 3277.047363
	Iteration 8F: 3 clusters Score -2554164 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2555296.500000 Penalty: 3277.047363
	Iteration 9F: 3 clusters Score -2555296 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2556491.750000 Penalty: 3277.047363
	Iteration 10F: 3 clusters Score -2556492 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2557494.750000 Penalty: 3277.047363
	Iteration 11Q: 3 clusters Score -2557495 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2558219.250000 Penalty: 3277.047363
	Iteration 12Q: 3 clusters Score -2558219 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2558644.250000 Penalty: 3277.047363
	Iteration 13Q: 3 clusters Score -2558644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2558868.250000 Penalty: 3277.047363
	Iteration 14Q: 3 clusters Score -2558868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2558992.250000 Penalty: 3277.047363
	Iteration 15Q: 3 clusters Score -2558992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2559082.250000 Penalty: 3277.047363
	Iteration 16Q: 3 clusters Score -2559082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2559143.250000 Penalty: 3277.047363
	Iteration 17Q: 3 clusters Score -2559143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2559190.750000 Penalty: 3277.047363
	Iteration 18Q: 3 clusters Score -2559191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2559216.500000 Penalty: 3277.047363
	Iteration 19Q: 3 clusters Score -2559216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2559227.500000 Penalty: 3277.047363
	Iteration 20F: 3 clusters Score -2559228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2559235.500000 Penalty: 3277.047363
	Iteration 21Q: 3 clusters Score -2559236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2559245.000000 Penalty: 3277.047363
	Iteration 22Q: 3 clusters Score -2559245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2559248.750000 Penalty: 3277.047363
	Iteration 23Q: 3 clusters Score -2559249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2559253.500000 Penalty: 3277.047363
	Iteration 24Q: 3 clusters Score -2559254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2559255.500000 Penalty: 3277.047363
	Iteration 25Q: 3 clusters Score -2559256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2559259.500000 Penalty: 3277.047363
	Iteration 26Q: 3 clusters Score -2559260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2559265.500000 Penalty: 3277.047363
	Iteration 27Q: 3 clusters Score -2559266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2559265.000000 Penalty: 3277.047363
	Iteration 28Q: 3 clusters Score -2559265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2559265.000000 Penalty: 3277.047363
	Iteration 29F: 3 clusters Score -2559265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -97710.734375 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -97710.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96267.648438 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -96267.65 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96537.210938 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -96537.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96633.390625 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -96633.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96746.679688 Penalty: 2235.790771
	Iteration 3F: 3 clusters Score -96746.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96910.632812 Penalty: 2235.790771
	Iteration 4F: 3 clusters Score -96910.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97097.531250 Penalty: 2235.790771
	Iteration 5F: 3 clusters Score -97097.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97264.820312 Penalty: 2235.790771
	Iteration 6F: 3 clusters Score -97264.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97419.234375 Penalty: 2235.790771
	Iteration 7F: 3 clusters Score -97419.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97535.492188 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -97535.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97602.195312 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -97602.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97650.187500 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -97650.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97681.453125 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -97681.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97711.234375 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -97711.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97753.453125 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -97753.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97814.835938 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -97814.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -97857.148438 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -97857.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97862.289062 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -97862.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97862.289062 Penalty: 2235.790771
	Iteration 17F: 3 clusters Score -97862.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 92840 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36608 members 
Mstep: Class 11 contains 190373 members 
Mstep: Class 12 contains 46405 members 
Mstep: Class 13 contains 64358 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 47650 members 
Mstep: Class 17 contains 35119 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 497 members 
Entering Unmasked Estep 
Score: -70213920.000000 Penalty: 43641.613281
Splitting cluster 8 changes total score from -70214672.000000 to -70213920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -253586.203125 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -253586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -251105.109375 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -251105.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -251848.625000 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -251848.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -252196.234375 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -252196.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -252499.906250 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -252499.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -252673.343750 Penalty: 2558.300049
	Iteration 4F: 3 clusters Score -252673.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -252782.687500 Penalty: 2558.300049
	Iteration 5F: 3 clusters Score -252782.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -252858.750000 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -252858.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -252908.750000 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -252908.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -252939.015625 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -252939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -252960.375000 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -252960.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -252972.218750 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -252972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252978.734375 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -252978.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -252983.187500 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -252983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -252987.562500 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -252987.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252994.140625 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -252994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252998.375000 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -252998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -253003.015625 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -253003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -253007.062500 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -253007.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -253009.562500 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -253009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -253011.156250 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -253011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -253011.375000 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -253011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253011.312500 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -253011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253011.312500 Penalty: 2558.300049
	Iteration 22F: 3 clusters Score -253011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Entering Unmasked Estep 
Score: -3760811.250000 Penalty: 1707.553589
	Iteration 0F: 2 clusters Score -3760811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3736381.250000 Penalty: 3415.107178
	Iteration 0F: 3 clusters Score -3736381 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3745735.750000 Penalty: 3415.107178
	Iteration 1F: 3 clusters Score -3745736 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3746267.500000 Penalty: 3415.107178
	Iteration 2Q: 3 clusters Score -3746268 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3746993.750000 Penalty: 3415.107178
	Iteration 3Q: 3 clusters Score -3746994 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3748189.000000 Penalty: 3415.107178
	Iteration 4F: 3 clusters Score -3748189 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3750139.250000 Penalty: 3415.107178
	Iteration 5F: 3 clusters Score -3750139 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3752811.250000 Penalty: 3415.107178
	Iteration 6F: 3 clusters Score -3752811 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3755753.500000 Penalty: 3415.107178
	Iteration 7F: 3 clusters Score -3755754 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3757754.000000 Penalty: 3415.107178
	Iteration 8F: 3 clusters Score -3757754 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -3758695.750000 Penalty: 3415.107178
	Iteration 9Q: 3 clusters Score -3758696 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -3759050.500000 Penalty: 3415.107178
	Iteration 10Q: 3 clusters Score -3759050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -3759221.750000 Penalty: 3415.107178
	Iteration 11Q: 3 clusters Score -3759222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -3759281.500000 Penalty: 3415.107178
	Iteration 12Q: 3 clusters Score -3759282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -3759299.250000 Penalty: 3415.107178
	Iteration 13Q: 3 clusters Score -3759299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -3759310.500000 Penalty: 3415.107178
	Iteration 14Q: 3 clusters Score -3759310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -3759320.500000 Penalty: 3415.107178
	Iteration 15Q: 3 clusters Score -3759320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3759322.250000 Penalty: 3415.107178
	Iteration 16Q: 3 clusters Score -3759322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3759322.250000 Penalty: 3415.107178
	Iteration 17F: 3 clusters Score -3759322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190373 members 
Entering Unmasked Estep 
Score: -20015322.000000 Penalty: 1975.470337
	Iteration 0F: 2 clusters Score -2.001532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -19888290.000000 Penalty: 3950.940674
	Iteration 0F: 3 clusters Score -1.988829e+07 nChanged 91992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -19943400.000000 Penalty: 3950.940674
	Iteration 1F: 3 clusters Score -1.99434e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -19944622.000000 Penalty: 3950.940674
	Iteration 2Q: 3 clusters Score -1.994462e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -19946274.000000 Penalty: 3950.940674
	Iteration 3Q: 3 clusters Score -1.994627e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -19948978.000000 Penalty: 3950.940674
	Iteration 4Q: 3 clusters Score -1.994898e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -19953642.000000 Penalty: 3950.940674
	Iteration 5Q: 3 clusters Score -1.995364e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 128854 members 
Entering Unmasked Estep 
Score: -19961770.000000 Penalty: 3950.940674
	Iteration 6F: 3 clusters Score -1.996177e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -19973262.000000 Penalty: 3950.940674
	Iteration 7F: 3 clusters Score -1.997326e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -19985726.000000 Penalty: 3950.940674
	Iteration 8F: 3 clusters Score -1.998573e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -19996044.000000 Penalty: 3950.940674
	Iteration 9F: 3 clusters Score -1.999604e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -20002726.000000 Penalty: 3950.940674
	Iteration 10Q: 3 clusters Score -2.000273e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -20007146.000000 Penalty: 3950.940674
	Iteration 11Q: 3 clusters Score -2.000715e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 185121 members 
Entering Unmasked Estep 
Score: -20009968.000000 Penalty: 3950.940674
	Iteration 12Q: 3 clusters Score -2.000997e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 187318 members 
Entering Unmasked Estep 
Score: -20011598.000000 Penalty: 3950.940674
	Iteration 13Q: 3 clusters Score -2.00116e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 188580 members 
Entering Unmasked Estep 
Score: -20012570.000000 Penalty: 3950.940674
	Iteration 14Q: 3 clusters Score -2.001257e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 189262 members 
Entering Unmasked Estep 
Score: -20013008.000000 Penalty: 3950.940674
	Iteration 15Q: 3 clusters Score -2.001301e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 189589 members 
Entering Unmasked Estep 
Score: -20013204.000000 Penalty: 3950.940674
	Iteration 16Q: 3 clusters Score -2.00132e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 189752 members 
Entering Unmasked Estep 
Score: -20013364.000000 Penalty: 3950.940674
	Iteration 17Q: 3 clusters Score -2.001336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 189851 members 
Entering Unmasked Estep 
Score: -20013492.000000 Penalty: 3950.940674
	Iteration 18Q: 3 clusters Score -2.001349e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 189910 members 
Entering Unmasked Estep 
Score: -20013504.000000 Penalty: 3950.940674
	Iteration 19Q: 3 clusters Score -2.00135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 189957 members 
Entering Unmasked Estep 
Score: -20013560.000000 Penalty: 3950.940674
	Iteration 20F: 3 clusters Score -2.001356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -20013572.000000 Penalty: 3950.940674
	Iteration 21Q: 3 clusters Score -2.001357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -20013574.000000 Penalty: 3950.940674
	Iteration 22Q: 3 clusters Score -2.001357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 190010 members 
Entering Unmasked Estep 
Score: -20013596.000000 Penalty: 3950.940674
	Iteration 23Q: 3 clusters Score -2.00136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 190017 members 
Entering Unmasked Estep 
Score: -20013602.000000 Penalty: 3950.940674
	Iteration 24Q: 3 clusters Score -2.00136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -20013616.000000 Penalty: 3950.940674
	Iteration 25Q: 3 clusters Score -2.001362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -20013622.000000 Penalty: 3950.940674
	Iteration 26Q: 3 clusters Score -2.001362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 190020 members 
Entering Unmasked Estep 
Score: -20013624.000000 Penalty: 3950.940674
	Iteration 27Q: 3 clusters Score -2.001362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 190024 members 
Entering Unmasked Estep 
Score: -20013618.000000 Penalty: 3950.940674
	Iteration 28Q: 3 clusters Score -2.001362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -20013628.000000 Penalty: 3950.940674
	Iteration 29Q: 3 clusters Score -2.001363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 190039 members 
Entering Unmasked Estep 
Score: -20013634.000000 Penalty: 3950.940674
	Iteration 30Q: 3 clusters Score -2.001363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 190043 members 
Entering Unmasked Estep 
Score: -20013646.000000 Penalty: 3950.940674
	Iteration 31Q: 3 clusters Score -2.001365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190046 members 
Entering Unmasked Estep 
Score: -20013660.000000 Penalty: 3950.940674
	Iteration 32Q: 3 clusters Score -2.001366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 190044 members 
Entering Unmasked Estep 
Score: -20013648.000000 Penalty: 3950.940674
	Iteration 33Q: 3 clusters Score -2.001365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -20013648.000000 Penalty: 3950.940674
	Iteration 34Q: 3 clusters Score -2.001365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -20013656.000000 Penalty: 3950.940674
	Iteration 35Q: 3 clusters Score -2.001366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 190050 members 
Entering Unmasked Estep 
Score: -20013654.000000 Penalty: 3950.940674
	Iteration 36Q: 3 clusters Score -2.001365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 190050 members 
Entering Unmasked Estep 
Score: -20013660.000000 Penalty: 3950.940674
	Iteration 37Q: 3 clusters Score -2.001366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 190051 members 
Entering Unmasked Estep 
Score: -20013666.000000 Penalty: 3950.940674
	Iteration 38Q: 3 clusters Score -2.001367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 190052 members 
Entering Unmasked Estep 
Score: -20013672.000000 Penalty: 3950.940674
	Iteration 39Q: 3 clusters Score -2.001367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 190052 members 
Entering Unmasked Estep 
Score: -20013672.000000 Penalty: 3950.940674
	Iteration 40F: 3 clusters Score -2.001367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Entering Unmasked Estep 
Score: -4955688.500000 Penalty: 1746.088989
	Iteration 0F: 2 clusters Score -4955688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4924677.000000 Penalty: 3492.177979
	Iteration 0F: 3 clusters Score -4924677 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4936863.000000 Penalty: 3492.177979
	Iteration 1F: 3 clusters Score -4936863 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4937308.500000 Penalty: 3492.177979
	Iteration 2Q: 3 clusters Score -4937308 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4937788.500000 Penalty: 3492.177979
	Iteration 3Q: 3 clusters Score -4937788 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4938294.500000 Penalty: 3492.177979
	Iteration 4Q: 3 clusters Score -4938294 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4938963.000000 Penalty: 3492.177979
	Iteration 5Q: 3 clusters Score -4938963 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -4939834.000000 Penalty: 3492.177979
	Iteration 6Q: 3 clusters Score -4939834 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4940902.500000 Penalty: 3492.177979
	Iteration 7Q: 3 clusters Score -4940902 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4942303.500000 Penalty: 3492.177979
	Iteration 8F: 3 clusters Score -4942304 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4943951.500000 Penalty: 3492.177979
	Iteration 9F: 3 clusters Score -4943952 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4945930.000000 Penalty: 3492.177979
	Iteration 10F: 3 clusters Score -4945930 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4948007.500000 Penalty: 3492.177979
	Iteration 11F: 3 clusters Score -4948008 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4950119.500000 Penalty: 3492.177979
	Iteration 12F: 3 clusters Score -4950120 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -4951750.000000 Penalty: 3492.177979
	Iteration 13Q: 3 clusters Score -4951750 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4952860.000000 Penalty: 3492.177979
	Iteration 14Q: 3 clusters Score -4952860 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -4953458.000000 Penalty: 3492.177979
	Iteration 15Q: 3 clusters Score -4953458 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -4953767.500000 Penalty: 3492.177979
	Iteration 16Q: 3 clusters Score -4953768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -4953943.500000 Penalty: 3492.177979
	Iteration 17Q: 3 clusters Score -4953944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -4954030.000000 Penalty: 3492.177979
	Iteration 18Q: 3 clusters Score -4954030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -4954081.000000 Penalty: 3492.177979
	Iteration 19Q: 3 clusters Score -4954081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -4954120.500000 Penalty: 3492.177979
	Iteration 20F: 3 clusters Score -4954120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -4954154.500000 Penalty: 3492.177979
	Iteration 21Q: 3 clusters Score -4954154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -4954177.000000 Penalty: 3492.177979
	Iteration 22Q: 3 clusters Score -4954177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -4954197.000000 Penalty: 3492.177979
	Iteration 23Q: 3 clusters Score -4954197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -4954197.500000 Penalty: 3492.177979
	Iteration 24Q: 3 clusters Score -4954198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -4954204.000000 Penalty: 3492.177979
	Iteration 25Q: 3 clusters Score -4954204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -4954218.500000 Penalty: 3492.177979
	Iteration 26Q: 3 clusters Score -4954218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -4954230.000000 Penalty: 3492.177979
	Iteration 27Q: 3 clusters Score -4954230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -4954232.500000 Penalty: 3492.177979
	Iteration 28Q: 3 clusters Score -4954232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -4954234.000000 Penalty: 3492.177979
	Iteration 29Q: 3 clusters Score -4954234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -4954236.500000 Penalty: 3492.177979
	Iteration 30Q: 3 clusters Score -4954236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -4954236.500000 Penalty: 3492.177979
	Iteration 31F: 3 clusters Score -4954236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Entering Unmasked Estep 
Score: -6881595.500000 Penalty: 1799.235229
	Iteration 0F: 2 clusters Score -6881596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -6838718.500000 Penalty: 3598.470459
	Iteration 0F: 3 clusters Score -6838718 nChanged 30305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6856657 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6857682.000000 Penalty: 3598.470459
	Iteration 2Q: 3 clusters Score -6857682 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6859055.500000 Penalty: 3598.470459
	Iteration 3Q: 3 clusters Score -6859056 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6860786.000000 Penalty: 3598.470459
	Iteration 4F: 3 clusters Score -6860786 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6862646.500000 Penalty: 3598.470459
	Iteration 5F: 3 clusters Score -6862646 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -6864653.000000 Penalty: 3598.470459
	Iteration 6F: 3 clusters Score -6864653 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -6866755.500000 Penalty: 3598.470459
	Iteration 7F: 3 clusters Score -6866756 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6868962.000000 Penalty: 3598.470459
	Iteration 8Q: 3 clusters Score -6868962 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -6871054.500000 Penalty: 3598.470459
	Iteration 9Q: 3 clusters Score -6871054 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6872591.500000 Penalty: 3598.470459
	Iteration 10Q: 3 clusters Score -6872592 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6873538.500000 Penalty: 3598.470459
	Iteration 11Q: 3 clusters Score -6873538 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6874294.500000 Penalty: 3598.470459
	Iteration 12Q: 3 clusters Score -6874294 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -6874953.500000 Penalty: 3598.470459
	Iteration 13Q: 3 clusters Score -6874954 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6875537.000000 Penalty: 3598.470459
	Iteration 14Q: 3 clusters Score -6875537 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -6875957.000000 Penalty: 3598.470459
	Iteration 15Q: 3 clusters Score -6875957 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -6876307.000000 Penalty: 3598.470459
	Iteration 16Q: 3 clusters Score -6876307 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -6876555.500000 Penalty: 3598.470459
	Iteration 17Q: 3 clusters Score -6876556 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -6876796.500000 Penalty: 3598.470459
	Iteration 18Q: 3 clusters Score -6876796 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -6876999.500000 Penalty: 3598.470459
	Iteration 19Q: 3 clusters Score -6877000 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -6877200.500000 Penalty: 3598.470459
	Iteration 20F: 3 clusters Score -6877200 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6877374.500000 Penalty: 3598.470459
	Iteration 21Q: 3 clusters Score -6877374 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -6877547.000000 Penalty: 3598.470459
	Iteration 22Q: 3 clusters Score -6877547 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -6877683.000000 Penalty: 3598.470459
	Iteration 23Q: 3 clusters Score -6877683 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -6877825.500000 Penalty: 3598.470459
	Iteration 24Q: 3 clusters Score -6877826 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -6878050.000000 Penalty: 3598.470459
	Iteration 25Q: 3 clusters Score -6878050 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -6878196.000000 Penalty: 3598.470459
	Iteration 26Q: 3 clusters Score -6878196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -6878340.000000 Penalty: 3598.470459
	Iteration 27Q: 3 clusters Score -6878340 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -6878472.500000 Penalty: 3598.470459
	Iteration 28Q: 3 clusters Score -6878472 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -6878595.000000 Penalty: 3598.470459
	Iteration 29Q: 3 clusters Score -6878595 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -6878708.000000 Penalty: 3598.470459
	Iteration 30Q: 3 clusters Score -6878708 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -6878833.500000 Penalty: 3598.470459
	Iteration 31Q: 3 clusters Score -6878834 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -6878963.000000 Penalty: 3598.470459
	Iteration 32Q: 3 clusters Score -6878963 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -6879071.500000 Penalty: 3598.470459
	Iteration 33Q: 3 clusters Score -6879072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -6879146.500000 Penalty: 3598.470459
	Iteration 34Q: 3 clusters Score -6879146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -6879260.000000 Penalty: 3598.470459
	Iteration 35Q: 3 clusters Score -6879260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -6879374.500000 Penalty: 3598.470459
	Iteration 36Q: 3 clusters Score -6879374 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -6879442.000000 Penalty: 3598.470459
	Iteration 37Q: 3 clusters Score -6879442 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -6879510.500000 Penalty: 3598.470459
	Iteration 38Q: 3 clusters Score -6879510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -6879578.000000 Penalty: 3598.470459
	Iteration 39Q: 3 clusters Score -6879578 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -6879613.500000 Penalty: 3598.470459
	Iteration 40F: 3 clusters Score -6879614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -6879641.000000 Penalty: 3598.470459
	Iteration 41Q: 3 clusters Score -6879641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -6879697.500000 Penalty: 3598.470459
	Iteration 42Q: 3 clusters Score -6879698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -6879749.500000 Penalty: 3598.470459
	Iteration 43Q: 3 clusters Score -6879750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -6879792.500000 Penalty: 3598.470459
	Iteration 44Q: 3 clusters Score -6879792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -6879823.000000 Penalty: 3598.470459
	Iteration 45Q: 3 clusters Score -6879823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -6879863.500000 Penalty: 3598.470459
	Iteration 46Q: 3 clusters Score -6879864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -6879887.000000 Penalty: 3598.470459
	Iteration 47Q: 3 clusters Score -6879887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -6879907.000000 Penalty: 3598.470459
	Iteration 48Q: 3 clusters Score -6879907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -6879929.000000 Penalty: 3598.470459
	Iteration 49Q: 3 clusters Score -6879929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -6879939.500000 Penalty: 3598.470459
	Iteration 50Q: 3 clusters Score -6879940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -6879959.500000 Penalty: 3598.470459
	Iteration 51Q: 3 clusters Score -6879960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -6879977.500000 Penalty: 3598.470459
	Iteration 52Q: 3 clusters Score -6879978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -6879990.000000 Penalty: 3598.470459
	Iteration 53Q: 3 clusters Score -6879990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -6880005.500000 Penalty: 3598.470459
	Iteration 54Q: 3 clusters Score -6880006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -6880008.000000 Penalty: 3598.470459
	Iteration 55Q: 3 clusters Score -6880008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -6880015.000000 Penalty: 3598.470459
	Iteration 56Q: 3 clusters Score -6880015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -6880015.500000 Penalty: 3598.470459
	Iteration 57Q: 3 clusters Score -6880016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -6880018.500000 Penalty: 3598.470459
	Iteration 58Q: 3 clusters Score -6880018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -6880024.500000 Penalty: 3598.470459
	Iteration 59Q: 3 clusters Score -6880024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -6880024.000000 Penalty: 3598.470459
	Iteration 60F: 3 clusters Score -6880024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -6880032.000000 Penalty: 3598.470459
	Iteration 61Q: 3 clusters Score -6880032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -6880032.500000 Penalty: 3598.470459
	Iteration 62Q: 3 clusters Score -6880032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -6880034.500000 Penalty: 3598.470459
	Iteration 63Q: 3 clusters Score -6880034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -6880034.500000 Penalty: 3598.470459
	Iteration 64Q: 3 clusters Score -6880034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -6880038.000000 Penalty: 3598.470459
	Iteration 65Q: 3 clusters Score -6880038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -6880034.500000 Penalty: 3598.470459
	Iteration 66Q: 3 clusters Score -6880034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -6880035.500000 Penalty: 3598.470459
	Iteration 67Q: 3 clusters Score -6880036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -6880033.000000 Penalty: 3598.470459
	Iteration 68Q: 3 clusters Score -6880033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -6880028.500000 Penalty: 3598.470459
	Iteration 69Q: 3 clusters Score -6880028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -6880028.500000 Penalty: 3598.470459
	Iteration 70Q: 3 clusters Score -6880028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -6880032.500000 Penalty: 3598.470459
	Iteration 71Q: 3 clusters Score -6880032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6880032.000000 Penalty: 3598.470459
	Iteration 72Q: 3 clusters Score -6880032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -6880034.500000 Penalty: 3598.470459
	Iteration 73Q: 3 clusters Score -6880034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -6880032.000000 Penalty: 3598.470459
	Iteration 74Q: 3 clusters Score -6880032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -6880029.500000 Penalty: 3598.470459
	Iteration 75Q: 3 clusters Score -6880030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -6880038.000000 Penalty: 3598.470459
	Iteration 76Q: 3 clusters Score -6880038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -6880033.000000 Penalty: 3598.470459
	Iteration 77Q: 3 clusters Score -6880033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -6880031.500000 Penalty: 3598.470459
	Iteration 78Q: 3 clusters Score -6880032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -6880029.000000 Penalty: 3598.470459
	Iteration 79Q: 3 clusters Score -6880029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -6880029.500000 Penalty: 3598.470459
	Iteration 80F: 3 clusters Score -6880030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -6880033.000000 Penalty: 3598.470459
	Iteration 81Q: 3 clusters Score -6880033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -6880030.500000 Penalty: 3598.470459
	Iteration 82Q: 3 clusters Score -6880030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -6880030.500000 Penalty: 3598.470459
	Iteration 83F: 3 clusters Score -6880030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Entering Unmasked Estep 
Score: -3262410.250000 Penalty: 1677.752197
	Iteration 0F: 2 clusters Score -3262410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3242041.750000 Penalty: 3355.504395
	Iteration 0F: 3 clusters Score -3242042 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3249888.000000 Penalty: 3355.504395
	Iteration 1F: 3 clusters Score -3249888 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3250600.500000 Penalty: 3355.504395
	Iteration 2Q: 3 clusters Score -3250600 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3251495.000000 Penalty: 3355.504395
	Iteration 3F: 3 clusters Score -3251495 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3252555.000000 Penalty: 3355.504395
	Iteration 4F: 3 clusters Score -3252555 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3253760.250000 Penalty: 3355.504395
	Iteration 5F: 3 clusters Score -3253760 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3255151.250000 Penalty: 3355.504395
	Iteration 6F: 3 clusters Score -3255151 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3256378.500000 Penalty: 3355.504395
	Iteration 7F: 3 clusters Score -3256378 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3257418.000000 Penalty: 3355.504395
	Iteration 8Q: 3 clusters Score -3257418 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3258099.000000 Penalty: 3355.504395
	Iteration 9Q: 3 clusters Score -3258099 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3258612.750000 Penalty: 3355.504395
	Iteration 10Q: 3 clusters Score -3258613 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3259001.750000 Penalty: 3355.504395
	Iteration 11Q: 3 clusters Score -3259002 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3259305.000000 Penalty: 3355.504395
	Iteration 12Q: 3 clusters Score -3259305 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3259573.750000 Penalty: 3355.504395
	Iteration 13Q: 3 clusters Score -3259574 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3259777.250000 Penalty: 3355.504395
	Iteration 14Q: 3 clusters Score -3259777 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3259949.750000 Penalty: 3355.504395
	Iteration 15Q: 3 clusters Score -3259950 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3260103.250000 Penalty: 3355.504395
	Iteration 16Q: 3 clusters Score -3260103 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3260235.250000 Penalty: 3355.504395
	Iteration 17Q: 3 clusters Score -3260235 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3260344.750000 Penalty: 3355.504395
	Iteration 18Q: 3 clusters Score -3260345 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3260430.750000 Penalty: 3355.504395
	Iteration 19Q: 3 clusters Score -3260431 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3260510.500000 Penalty: 3355.504395
	Iteration 20F: 3 clusters Score -3260510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3260572.000000 Penalty: 3355.504395
	Iteration 21Q: 3 clusters Score -3260572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3260634.250000 Penalty: 3355.504395
	Iteration 22Q: 3 clusters Score -3260634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3260701.750000 Penalty: 3355.504395
	Iteration 23Q: 3 clusters Score -3260702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3260752.750000 Penalty: 3355.504395
	Iteration 24Q: 3 clusters Score -3260753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3260798.000000 Penalty: 3355.504395
	Iteration 25Q: 3 clusters Score -3260798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3260824.250000 Penalty: 3355.504395
	Iteration 26Q: 3 clusters Score -3260824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3260847.500000 Penalty: 3355.504395
	Iteration 27Q: 3 clusters Score -3260848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3260873.250000 Penalty: 3355.504395
	Iteration 28Q: 3 clusters Score -3260873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3260882.750000 Penalty: 3355.504395
	Iteration 29Q: 3 clusters Score -3260883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3260901.750000 Penalty: 3355.504395
	Iteration 30Q: 3 clusters Score -3260902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3260916.250000 Penalty: 3355.504395
	Iteration 31Q: 3 clusters Score -3260916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3260925.500000 Penalty: 3355.504395
	Iteration 32Q: 3 clusters Score -3260926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3260931.500000 Penalty: 3355.504395
	Iteration 33Q: 3 clusters Score -3260932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3260940.750000 Penalty: 3355.504395
	Iteration 34Q: 3 clusters Score -3260941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3260950.500000 Penalty: 3355.504395
	Iteration 35Q: 3 clusters Score -3260950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3260964.000000 Penalty: 3355.504395
	Iteration 36Q: 3 clusters Score -3260964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3260968.500000 Penalty: 3355.504395
	Iteration 37Q: 3 clusters Score -3260968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3260973.750000 Penalty: 3355.504395
	Iteration 38Q: 3 clusters Score -3260974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3260984.500000 Penalty: 3355.504395
	Iteration 39Q: 3 clusters Score -3260984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3260982.500000 Penalty: 3355.504395
	Iteration 40F: 3 clusters Score -3260982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3260983.750000 Penalty: 3355.504395
	Iteration 41Q: 3 clusters Score -3260984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3260989.500000 Penalty: 3355.504395
	Iteration 42Q: 3 clusters Score -3260990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3260991.250000 Penalty: 3355.504395
	Iteration 43Q: 3 clusters Score -3260991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3260992.750000 Penalty: 3355.504395
	Iteration 44Q: 3 clusters Score -3260993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3260996.250000 Penalty: 3355.504395
	Iteration 45Q: 3 clusters Score -3260996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3260996.250000 Penalty: 3355.504395
	Iteration 46F: 3 clusters Score -3260996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Entering Unmasked Estep 
Score: -2117357.000000 Penalty: 1607.478271
	Iteration 0F: 2 clusters Score -2117357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2103824.000000 Penalty: 3214.956543
	Iteration 0F: 3 clusters Score -2103824 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2108584.750000 Penalty: 3214.956543
	Iteration 1F: 3 clusters Score -2108585 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2108933.750000 Penalty: 3214.956543
	Iteration 2Q: 3 clusters Score -2108934 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2109287.500000 Penalty: 3214.956543
	Iteration 3Q: 3 clusters Score -2109288 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2109694.500000 Penalty: 3214.956543
	Iteration 4Q: 3 clusters Score -2109694 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2110134.000000 Penalty: 3214.956543
	Iteration 5Q: 3 clusters Score -2110134 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2110628.000000 Penalty: 3214.956543
	Iteration 6Q: 3 clusters Score -2110628 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2111139.500000 Penalty: 3214.956543
	Iteration 7Q: 3 clusters Score -2111140 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2111685.000000 Penalty: 3214.956543
	Iteration 8Q: 3 clusters Score -2111685 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2112212.000000 Penalty: 3214.956543
	Iteration 9Q: 3 clusters Score -2112212 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2112720.000000 Penalty: 3214.956543
	Iteration 10Q: 3 clusters Score -2112720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2113132.000000 Penalty: 3214.956543
	Iteration 11Q: 3 clusters Score -2113132 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2113482.750000 Penalty: 3214.956543
	Iteration 12Q: 3 clusters Score -2113483 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2113738.500000 Penalty: 3214.956543
	Iteration 13Q: 3 clusters Score -2113738 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2113923.750000 Penalty: 3214.956543
	Iteration 14Q: 3 clusters Score -2113924 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2114061.500000 Penalty: 3214.956543
	Iteration 15Q: 3 clusters Score -2114062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2114157.500000 Penalty: 3214.956543
	Iteration 16Q: 3 clusters Score -2114158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2114231.250000 Penalty: 3214.956543
	Iteration 17Q: 3 clusters Score -2114231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2114312.750000 Penalty: 3214.956543
	Iteration 18Q: 3 clusters Score -2114313 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2114400.000000 Penalty: 3214.956543
	Iteration 19Q: 3 clusters Score -2114400 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2114470.500000 Penalty: 3214.956543
	Iteration 20F: 3 clusters Score -2114470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2114530.250000 Penalty: 3214.956543
	Iteration 21Q: 3 clusters Score -2114530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2114592.500000 Penalty: 3214.956543
	Iteration 22Q: 3 clusters Score -2114592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2114651.750000 Penalty: 3214.956543
	Iteration 23Q: 3 clusters Score -2114652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2114710.000000 Penalty: 3214.956543
	Iteration 24Q: 3 clusters Score -2114710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2114762.250000 Penalty: 3214.956543
	Iteration 25Q: 3 clusters Score -2114762 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2114804.500000 Penalty: 3214.956543
	Iteration 26Q: 3 clusters Score -2114804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2114852.500000 Penalty: 3214.956543
	Iteration 27Q: 3 clusters Score -2114852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2114919.750000 Penalty: 3214.956543
	Iteration 28Q: 3 clusters Score -2114920 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2114977.500000 Penalty: 3214.956543
	Iteration 29Q: 3 clusters Score -2114978 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2115025.000000 Penalty: 3214.956543
	Iteration 30Q: 3 clusters Score -2115025 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2115095.000000 Penalty: 3214.956543
	Iteration 31Q: 3 clusters Score -2115095 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2115143.250000 Penalty: 3214.956543
	Iteration 32Q: 3 clusters Score -2115143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2115200.750000 Penalty: 3214.956543
	Iteration 33Q: 3 clusters Score -2115201 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2115255.000000 Penalty: 3214.956543
	Iteration 34Q: 3 clusters Score -2115255 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2115306.000000 Penalty: 3214.956543
	Iteration 35Q: 3 clusters Score -2115306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2115349.500000 Penalty: 3214.956543
	Iteration 36Q: 3 clusters Score -2115350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2115392.500000 Penalty: 3214.956543
	Iteration 37Q: 3 clusters Score -2115392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2115428.000000 Penalty: 3214.956543
	Iteration 38Q: 3 clusters Score -2115428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2115473.750000 Penalty: 3214.956543
	Iteration 39Q: 3 clusters Score -2115474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2115520.250000 Penalty: 3214.956543
	Iteration 40F: 3 clusters Score -2115520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2115565.250000 Penalty: 3214.956543
	Iteration 41Q: 3 clusters Score -2115565 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2115607.750000 Penalty: 3214.956543
	Iteration 42Q: 3 clusters Score -2115608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2115653.250000 Penalty: 3214.956543
	Iteration 43Q: 3 clusters Score -2115653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2115699.000000 Penalty: 3214.956543
	Iteration 44Q: 3 clusters Score -2115699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2115727.500000 Penalty: 3214.956543
	Iteration 45Q: 3 clusters Score -2115728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2115744.750000 Penalty: 3214.956543
	Iteration 46Q: 3 clusters Score -2115745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2115770.750000 Penalty: 3214.956543
	Iteration 47Q: 3 clusters Score -2115771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2115792.500000 Penalty: 3214.956543
	Iteration 48Q: 3 clusters Score -2115792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2115809.500000 Penalty: 3214.956543
	Iteration 49Q: 3 clusters Score -2115810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2115825.750000 Penalty: 3214.956543
	Iteration 50Q: 3 clusters Score -2115826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2115833.500000 Penalty: 3214.956543
	Iteration 51Q: 3 clusters Score -2115834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2115839.500000 Penalty: 3214.956543
	Iteration 52Q: 3 clusters Score -2115840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2115845.750000 Penalty: 3214.956543
	Iteration 53Q: 3 clusters Score -2115846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2115854.250000 Penalty: 3214.956543
	Iteration 54Q: 3 clusters Score -2115854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2115865.500000 Penalty: 3214.956543
	Iteration 55Q: 3 clusters Score -2115866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2115872.500000 Penalty: 3214.956543
	Iteration 56Q: 3 clusters Score -2115872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2115879.500000 Penalty: 3214.956543
	Iteration 57Q: 3 clusters Score -2115880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2115887.500000 Penalty: 3214.956543
	Iteration 58Q: 3 clusters Score -2115888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2115891.500000 Penalty: 3214.956543
	Iteration 59Q: 3 clusters Score -2115892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2115896.500000 Penalty: 3214.956543
	Iteration 60F: 3 clusters Score -2115896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2115900.250000 Penalty: 3214.956543
	Iteration 61Q: 3 clusters Score -2115900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2115908.000000 Penalty: 3214.956543
	Iteration 62Q: 3 clusters Score -2115908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2115919.500000 Penalty: 3214.956543
	Iteration 63Q: 3 clusters Score -2115920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2115929.750000 Penalty: 3214.956543
	Iteration 64Q: 3 clusters Score -2115930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2115933.250000 Penalty: 3214.956543
	Iteration 65Q: 3 clusters Score -2115933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2115935.250000 Penalty: 3214.956543
	Iteration 66Q: 3 clusters Score -2115935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2115941.000000 Penalty: 3214.956543
	Iteration 67Q: 3 clusters Score -2115941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2115942.000000 Penalty: 3214.956543
	Iteration 68Q: 3 clusters Score -2115942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2115942.500000 Penalty: 3214.956543
	Iteration 69Q: 3 clusters Score -2115942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2115938.000000 Penalty: 3214.956543
	Iteration 70Q: 3 clusters Score -2115938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2115941.500000 Penalty: 3214.956543
	Iteration 71Q: 3 clusters Score -2115942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2115944.500000 Penalty: 3214.956543
	Iteration 72Q: 3 clusters Score -2115944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2115941.750000 Penalty: 3214.956543
	Iteration 73Q: 3 clusters Score -2115942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2115944.500000 Penalty: 3214.956543
	Iteration 74Q: 3 clusters Score -2115944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2115944.000000 Penalty: 3214.956543
	Iteration 75Q: 3 clusters Score -2115944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2115946.500000 Penalty: 3214.956543
	Iteration 76Q: 3 clusters Score -2115946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2115948.500000 Penalty: 3214.956543
	Iteration 77Q: 3 clusters Score -2115948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2115946.500000 Penalty: 3214.956543
	Iteration 78Q: 3 clusters Score -2115946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2115952.000000 Penalty: 3214.956543
	Iteration 79Q: 3 clusters Score -2115952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2115956.500000 Penalty: 3214.956543
	Iteration 80F: 3 clusters Score -2115956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2115964.750000 Penalty: 3214.956543
	Iteration 81Q: 3 clusters Score -2115965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2115969.750000 Penalty: 3214.956543
	Iteration 82Q: 3 clusters Score -2115970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2115974.500000 Penalty: 3214.956543
	Iteration 83Q: 3 clusters Score -2115974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2115977.750000 Penalty: 3214.956543
	Iteration 84Q: 3 clusters Score -2115978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2115989.750000 Penalty: 3214.956543
	Iteration 85Q: 3 clusters Score -2115990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2115996.250000 Penalty: 3214.956543
	Iteration 86Q: 3 clusters Score -2115996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2116002.750000 Penalty: 3214.956543
	Iteration 87Q: 3 clusters Score -2116003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2116011.500000 Penalty: 3214.956543
	Iteration 88Q: 3 clusters Score -2116012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2116016.750000 Penalty: 3214.956543
	Iteration 89Q: 3 clusters Score -2116017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2116020.000000 Penalty: 3214.956543
	Iteration 90Q: 3 clusters Score -2116020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2116022.000000 Penalty: 3214.956543
	Iteration 91Q: 3 clusters Score -2116022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2116026.250000 Penalty: 3214.956543
	Iteration 92Q: 3 clusters Score -2116026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2116030.000000 Penalty: 3214.956543
	Iteration 93Q: 3 clusters Score -2116030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2116033.000000 Penalty: 3214.956543
	Iteration 94Q: 3 clusters Score -2116033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2116033.500000 Penalty: 3214.956543
	Iteration 95Q: 3 clusters Score -2116034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2116035.000000 Penalty: 3214.956543
	Iteration 96Q: 3 clusters Score -2116035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2116035.000000 Penalty: 3214.956543
	Iteration 97F: 3 clusters Score -2116035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Entering Unmasked Estep 
Score: -5060234.500000 Penalty: 1750.391113
	Iteration 0F: 2 clusters Score -5060234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5028091.500000 Penalty: 3500.782227
	Iteration 0F: 3 clusters Score -5028092 nChanged 22446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5041330.000000 Penalty: 3500.782227
	Iteration 1F: 3 clusters Score -5041330 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5042095.500000 Penalty: 3500.782227
	Iteration 2Q: 3 clusters Score -5042096 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5043125.000000 Penalty: 3500.782227
	Iteration 3Q: 3 clusters Score -5043125 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5044526.000000 Penalty: 3500.782227
	Iteration 4F: 3 clusters Score -5044526 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5046375.500000 Penalty: 3500.782227
	Iteration 5F: 3 clusters Score -5046376 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -5048526.500000 Penalty: 3500.782227
	Iteration 6F: 3 clusters Score -5048526 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5050740.000000 Penalty: 3500.782227
	Iteration 7F: 3 clusters Score -5050740 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5052567.000000 Penalty: 3500.782227
	Iteration 8F: 3 clusters Score -5052567 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5053827.500000 Penalty: 3500.782227
	Iteration 9Q: 3 clusters Score -5053828 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -5054683.500000 Penalty: 3500.782227
	Iteration 10Q: 3 clusters Score -5054684 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -5055330.500000 Penalty: 3500.782227
	Iteration 11Q: 3 clusters Score -5055330 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -5055767.500000 Penalty: 3500.782227
	Iteration 12Q: 3 clusters Score -5055768 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5056204.500000 Penalty: 3500.782227
	Iteration 13Q: 3 clusters Score -5056204 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5056643.000000 Penalty: 3500.782227
	Iteration 14Q: 3 clusters Score -5056643 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5057092.500000 Penalty: 3500.782227
	Iteration 15Q: 3 clusters Score -5057092 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5057534.000000 Penalty: 3500.782227
	Iteration 16Q: 3 clusters Score -5057534 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5057901.000000 Penalty: 3500.782227
	Iteration 17Q: 3 clusters Score -5057901 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5058159.000000 Penalty: 3500.782227
	Iteration 18Q: 3 clusters Score -5058159 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5058403.500000 Penalty: 3500.782227
	Iteration 19Q: 3 clusters Score -5058404 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5058548.500000 Penalty: 3500.782227
	Iteration 20F: 3 clusters Score -5058548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5058675.000000 Penalty: 3500.782227
	Iteration 21Q: 3 clusters Score -5058675 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5058737.500000 Penalty: 3500.782227
	Iteration 22Q: 3 clusters Score -5058738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5058798.000000 Penalty: 3500.782227
	Iteration 23Q: 3 clusters Score -5058798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5058845.500000 Penalty: 3500.782227
	Iteration 24Q: 3 clusters Score -5058846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5058872.500000 Penalty: 3500.782227
	Iteration 25Q: 3 clusters Score -5058872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5058874.500000 Penalty: 3500.782227
	Iteration 26Q: 3 clusters Score -5058874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5058884.000000 Penalty: 3500.782227
	Iteration 27Q: 3 clusters Score -5058884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5058897.500000 Penalty: 3500.782227
	Iteration 28Q: 3 clusters Score -5058898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5058918.000000 Penalty: 3500.782227
	Iteration 29Q: 3 clusters Score -5058918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5058944.500000 Penalty: 3500.782227
	Iteration 30Q: 3 clusters Score -5058944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5058946.500000 Penalty: 3500.782227
	Iteration 31Q: 3 clusters Score -5058946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5058955.500000 Penalty: 3500.782227
	Iteration 32Q: 3 clusters Score -5058956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5058955.500000 Penalty: 3500.782227
	Iteration 33Q: 3 clusters Score -5058956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5058964.000000 Penalty: 3500.782227
	Iteration 34Q: 3 clusters Score -5058964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5058964.500000 Penalty: 3500.782227
	Iteration 35Q: 3 clusters Score -5058964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5058976.500000 Penalty: 3500.782227
	Iteration 36Q: 3 clusters Score -5058976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5058983.000000 Penalty: 3500.782227
	Iteration 37Q: 3 clusters Score -5058983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5058996.500000 Penalty: 3500.782227
	Iteration 38Q: 3 clusters Score -5058996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5059001.000000 Penalty: 3500.782227
	Iteration 39Q: 3 clusters Score -5059001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5059014.000000 Penalty: 3500.782227
	Iteration 40F: 3 clusters Score -5059014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5059013.500000 Penalty: 3500.782227
	Iteration 41Q: 3 clusters Score -5059014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5059011.000000 Penalty: 3500.782227
	Iteration 42Q: 3 clusters Score -5059011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5059016.000000 Penalty: 3500.782227
	Iteration 43Q: 3 clusters Score -5059016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5059027.000000 Penalty: 3500.782227
	Iteration 44Q: 3 clusters Score -5059027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5059024.000000 Penalty: 3500.782227
	Iteration 45Q: 3 clusters Score -5059024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5059016.000000 Penalty: 3500.782227
	Iteration 46Q: 3 clusters Score -5059016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5059021.500000 Penalty: 3500.782227
	Iteration 47Q: 3 clusters Score -5059022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5059018.500000 Penalty: 3500.782227
	Iteration 48Q: 3 clusters Score -5059018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5059020.000000 Penalty: 3500.782227
	Iteration 49Q: 3 clusters Score -5059020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5059020.000000 Penalty: 3500.782227
	Iteration 50F: 3 clusters Score -5059020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Entering Unmasked Estep 
Score: -3756554.250000 Penalty: 1700.805786
	Iteration 0F: 2 clusters Score -3756554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3732930.500000 Penalty: 3401.611572
	Iteration 0F: 3 clusters Score -3732930 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3741859.250000 Penalty: 3401.611572
	Iteration 1F: 3 clusters Score -3741859 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3742280.250000 Penalty: 3401.611572
	Iteration 2Q: 3 clusters Score -3742280 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3742739.750000 Penalty: 3401.611572
	Iteration 3Q: 3 clusters Score -3742740 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3743408.500000 Penalty: 3401.611572
	Iteration 4Q: 3 clusters Score -3743408 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3744330.000000 Penalty: 3401.611572
	Iteration 5F: 3 clusters Score -3744330 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3745795.250000 Penalty: 3401.611572
	Iteration 6F: 3 clusters Score -3745795 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3747856.500000 Penalty: 3401.611572
	Iteration 7F: 3 clusters Score -3747856 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3750329.500000 Penalty: 3401.611572
	Iteration 8F: 3 clusters Score -3750330 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -3752392.000000 Penalty: 3401.611572
	Iteration 9F: 3 clusters Score -3752392 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3753634.000000 Penalty: 3401.611572
	Iteration 10Q: 3 clusters Score -3753634 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -3754294.750000 Penalty: 3401.611572
	Iteration 11Q: 3 clusters Score -3754295 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -3754653.250000 Penalty: 3401.611572
	Iteration 12Q: 3 clusters Score -3754653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3754828.250000 Penalty: 3401.611572
	Iteration 13Q: 3 clusters Score -3754828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3754941.500000 Penalty: 3401.611572
	Iteration 14Q: 3 clusters Score -3754942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3755004.000000 Penalty: 3401.611572
	Iteration 15Q: 3 clusters Score -3755004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3755044.250000 Penalty: 3401.611572
	Iteration 16Q: 3 clusters Score -3755044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3755076.750000 Penalty: 3401.611572
	Iteration 17Q: 3 clusters Score -3755077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3755099.000000 Penalty: 3401.611572
	Iteration 18Q: 3 clusters Score -3755099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3755113.000000 Penalty: 3401.611572
	Iteration 19Q: 3 clusters Score -3755113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -3755131.250000 Penalty: 3401.611572
	Iteration 20F: 3 clusters Score -3755131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3755140.250000 Penalty: 3401.611572
	Iteration 21Q: 3 clusters Score -3755140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3755144.500000 Penalty: 3401.611572
	Iteration 22Q: 3 clusters Score -3755144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3755153.250000 Penalty: 3401.611572
	Iteration 23Q: 3 clusters Score -3755153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3755156.250000 Penalty: 3401.611572
	Iteration 24Q: 3 clusters Score -3755156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -3755168.500000 Penalty: 3401.611572
	Iteration 25Q: 3 clusters Score -3755168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3755174.500000 Penalty: 3401.611572
	Iteration 26Q: 3 clusters Score -3755174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3755186.500000 Penalty: 3401.611572
	Iteration 27Q: 3 clusters Score -3755186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3755190.250000 Penalty: 3401.611572
	Iteration 28Q: 3 clusters Score -3755190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3755191.250000 Penalty: 3401.611572
	Iteration 29Q: 3 clusters Score -3755191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3755192.000000 Penalty: 3401.611572
	Iteration 30Q: 3 clusters Score -3755192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3755192.000000 Penalty: 3401.611572
	Iteration 31F: 3 clusters Score -3755192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -525360.562500 Penalty: 1393.543335
	Iteration 0F: 2 clusters Score -525360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -521358.906250 Penalty: 2787.086670
	Iteration 0F: 3 clusters Score -521358.9 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -522798.593750 Penalty: 2787.086670
	Iteration 1F: 3 clusters Score -522798.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -523106.187500 Penalty: 2787.086670
	Iteration 2F: 3 clusters Score -523106.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -523359.343750 Penalty: 2787.086670
	Iteration 3F: 3 clusters Score -523359.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -523643.750000 Penalty: 2787.086670
	Iteration 4F: 3 clusters Score -523643.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -523936.718750 Penalty: 2787.086670
	Iteration 5F: 3 clusters Score -523936.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -524265.562500 Penalty: 2787.086670
	Iteration 6F: 3 clusters Score -524265.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -524611.187500 Penalty: 2787.086670
	Iteration 7F: 3 clusters Score -524611.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -524898.625000 Penalty: 2787.086670
	Iteration 8F: 3 clusters Score -524898.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -525115.062500 Penalty: 2787.086670
	Iteration 9Q: 3 clusters Score -525115.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -525228.187500 Penalty: 2787.086670
	Iteration 10Q: 3 clusters Score -525228.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -525287.687500 Penalty: 2787.086670
	Iteration 11Q: 3 clusters Score -525287.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -525307.687500 Penalty: 2787.086670
	Iteration 12Q: 3 clusters Score -525307.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -525317.687500 Penalty: 2787.086670
	Iteration 13Q: 3 clusters Score -525317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -525324.812500 Penalty: 2787.086670
	Iteration 14Q: 3 clusters Score -525324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -525330.812500 Penalty: 2787.086670
	Iteration 15Q: 3 clusters Score -525330.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -525336.000000 Penalty: 2787.086670
	Iteration 16Q: 3 clusters Score -525336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -525338.625000 Penalty: 2787.086670
	Iteration 17Q: 3 clusters Score -525338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -525340.500000 Penalty: 2787.086670
	Iteration 18Q: 3 clusters Score -525340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -525343.437500 Penalty: 2787.086670
	Iteration 19Q: 3 clusters Score -525343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -525345.812500 Penalty: 2787.086670
	Iteration 20F: 3 clusters Score -525345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -525347.187500 Penalty: 2787.086670
	Iteration 21Q: 3 clusters Score -525347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -525349.062500 Penalty: 2787.086670
	Iteration 22Q: 3 clusters Score -525349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -525350.687500 Penalty: 2787.086670
	Iteration 23Q: 3 clusters Score -525350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -525350.062500 Penalty: 2787.086670
	Iteration 24Q: 3 clusters Score -525350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -525350.062500 Penalty: 2787.086670
	Iteration 25F: 3 clusters Score -525350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41822.468750 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41822.47 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42231.519531 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -42231.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42435.382812 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42435.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42570.285156 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -42570.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42609.195312 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -42609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42622.199219 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42623.835938 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42623.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42629.019531 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42629.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42630.886719 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42630.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42632.457031 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -42632.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42632.457031 Penalty: 2028.089600
	Iteration 10F: 3 clusters Score -42632.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 92840 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36608 members 
Mstep: Class 11 contains 190373 members 
Mstep: Class 12 contains 46405 members 
Mstep: Class 13 contains 64358 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 47650 members 
Mstep: Class 17 contains 35119 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214840.000000 Penalty: 41459.531250
Iteration 199Q: 20 clusters Score -7.021484e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 92356 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 23924 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36617 members 
Mstep: Class 11 contains 190901 members 
Mstep: Class 12 contains 46418 members 
Mstep: Class 13 contains 64349 members 
Mstep: Class 14 contains 30454 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 47654 members 
Mstep: Class 17 contains 35093 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214928.000000 Penalty: 41459.531250
Iteration 200F: 20 clusters Score -7.021493e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 91869 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36625 members 
Mstep: Class 11 contains 191420 members 
Mstep: Class 12 contains 46446 members 
Mstep: Class 13 contains 64356 members 
Mstep: Class 14 contains 30444 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 47655 members 
Mstep: Class 17 contains 35065 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215208.000000 Penalty: 41459.531250
Iteration 201Q: 20 clusters Score -7.021521e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 91430 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 23870 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36628 members 
Mstep: Class 11 contains 191920 members 
Mstep: Class 12 contains 46457 members 
Mstep: Class 13 contains 64347 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 47660 members 
Mstep: Class 17 contains 35040 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215232.000000 Penalty: 41459.531250
Iteration 202Q: 20 clusters Score -7.021523e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 91025 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 23839 members 
Mstep: Class 8 contains 975 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36636 members 
Mstep: Class 11 contains 192376 members 
Mstep: Class 12 contains 46484 members 
Mstep: Class 13 contains 64329 members 
Mstep: Class 14 contains 30434 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 47666 members 
Mstep: Class 17 contains 35024 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215392.000000 Penalty: 41459.531250
Iteration 203Q: 20 clusters Score -7.021539e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 90614 members 
Mstep: Class 3 contains 50428 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36646 members 
Mstep: Class 11 contains 192809 members 
Mstep: Class 12 contains 46514 members 
Mstep: Class 13 contains 64325 members 
Mstep: Class 14 contains 30430 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 47664 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215608.000000 Penalty: 41459.531250
Iteration 204Q: 20 clusters Score -7.021561e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 90202 members 
Mstep: Class 3 contains 50427 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23807 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36651 members 
Mstep: Class 11 contains 193224 members 
Mstep: Class 12 contains 46551 members 
Mstep: Class 13 contains 64329 members 
Mstep: Class 14 contains 30422 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 47668 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215568.000000 Penalty: 41459.531250
Iteration 205Q: 20 clusters Score -7.021557e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 89768 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23784 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36652 members 
Mstep: Class 11 contains 193702 members 
Mstep: Class 12 contains 46583 members 
Mstep: Class 13 contains 64321 members 
Mstep: Class 14 contains 30405 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 47676 members 
Mstep: Class 17 contains 34995 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215760.000000 Penalty: 41459.531250
Iteration 206Q: 20 clusters Score -7.021576e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 89332 members 
Mstep: Class 3 contains 50425 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23762 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 36654 members 
Mstep: Class 11 contains 194197 members 
Mstep: Class 12 contains 46598 members 
Mstep: Class 13 contains 64324 members 
Mstep: Class 14 contains 30384 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 47683 members 
Mstep: Class 17 contains 34982 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215888.000000 Penalty: 41459.531250
Iteration 207Q: 20 clusters Score -7.021589e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 88908 members 
Mstep: Class 3 contains 50420 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23749 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 194624 members 
Mstep: Class 12 contains 46629 members 
Mstep: Class 13 contains 64353 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 47694 members 
Mstep: Class 17 contains 34968 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215944.000000 Penalty: 41459.531250
Iteration 208Q: 20 clusters Score -7.021594e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 88511 members 
Mstep: Class 3 contains 50420 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7400 members 
Mstep: Class 7 contains 23727 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 36660 members 
Mstep: Class 11 contains 195062 members 
Mstep: Class 12 contains 46642 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 30357 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 47697 members 
Mstep: Class 17 contains 34952 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216208.000000 Penalty: 41459.531250
Iteration 209Q: 20 clusters Score -7.021621e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 88139 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 975 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 36662 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 46650 members 
Mstep: Class 13 contains 64369 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 47693 members 
Mstep: Class 17 contains 34935 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216440.000000 Penalty: 41459.531250
Iteration 210Q: 20 clusters Score -7.021644e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 87767 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36664 members 
Mstep: Class 11 contains 195962 members 
Mstep: Class 12 contains 46662 members 
Mstep: Class 13 contains 64356 members 
Mstep: Class 14 contains 30328 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 47694 members 
Mstep: Class 17 contains 34923 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216480.000000 Penalty: 41459.531250
Iteration 211Q: 20 clusters Score -7.021648e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 87438 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 7395 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36667 members 
Mstep: Class 11 contains 196379 members 
Mstep: Class 12 contains 46685 members 
Mstep: Class 13 contains 64337 members 
Mstep: Class 14 contains 30308 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 47690 members 
Mstep: Class 17 contains 34911 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216480.000000 Penalty: 41459.531250
Iteration 212Q: 20 clusters Score -7.021648e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 87081 members 
Mstep: Class 3 contains 50425 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36672 members 
Mstep: Class 11 contains 196807 members 
Mstep: Class 12 contains 46723 members 
Mstep: Class 13 contains 64305 members 
Mstep: Class 14 contains 30293 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 47686 members 
Mstep: Class 17 contains 34890 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216624.000000 Penalty: 41459.531250
Iteration 213Q: 20 clusters Score -7.021662e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 86715 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 23642 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36677 members 
Mstep: Class 11 contains 197227 members 
Mstep: Class 12 contains 46756 members 
Mstep: Class 13 contains 64283 members 
Mstep: Class 14 contains 30281 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 47682 members 
Mstep: Class 17 contains 34891 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216776.000000 Penalty: 41459.531250
Iteration 214Q: 20 clusters Score -7.021678e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 86352 members 
Mstep: Class 3 contains 50417 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23628 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36680 members 
Mstep: Class 11 contains 197656 members 
Mstep: Class 12 contains 46766 members 
Mstep: Class 13 contains 64276 members 
Mstep: Class 14 contains 30262 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 47680 members 
Mstep: Class 17 contains 34894 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216720.000000 Penalty: 41459.531250
Iteration 215Q: 20 clusters Score -7.021672e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 86019 members 
Mstep: Class 3 contains 50414 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36679 members 
Mstep: Class 11 contains 198075 members 
Mstep: Class 12 contains 46779 members 
Mstep: Class 13 contains 64268 members 
Mstep: Class 14 contains 30249 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 47679 members 
Mstep: Class 17 contains 34888 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216720.000000 Penalty: 41459.531250
Iteration 216Q: 20 clusters Score -7.021672e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 85726 members 
Mstep: Class 3 contains 50406 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23591 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36675 members 
Mstep: Class 11 contains 198477 members 
Mstep: Class 12 contains 46784 members 
Mstep: Class 13 contains 64261 members 
Mstep: Class 14 contains 30240 members 
Mstep: Class 15 contains 19730 members 
Mstep: Class 16 contains 47674 members 
Mstep: Class 17 contains 34885 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216736.000000 Penalty: 41459.531250
Iteration 217Q: 20 clusters Score -7.021674e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 85439 members 
Mstep: Class 3 contains 50406 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23569 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36670 members 
Mstep: Class 11 contains 198886 members 
Mstep: Class 12 contains 46802 members 
Mstep: Class 13 contains 64242 members 
Mstep: Class 14 contains 30221 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 47671 members 
Mstep: Class 17 contains 34882 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216952.000000 Penalty: 41459.531250
Iteration 218Q: 20 clusters Score -7.021695e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 85163 members 
Mstep: Class 3 contains 50400 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23540 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36671 members 
Mstep: Class 11 contains 199244 members 
Mstep: Class 12 contains 46826 members 
Mstep: Class 13 contains 64223 members 
Mstep: Class 14 contains 30223 members 
Mstep: Class 15 contains 19696 members 
Mstep: Class 16 contains 47671 members 
Mstep: Class 17 contains 34894 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217008.000000 Penalty: 41459.531250
Iteration 219Q: 20 clusters Score -7.021701e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 84918 members 
Mstep: Class 3 contains 50396 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 23521 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36665 members 
Mstep: Class 11 contains 199588 members 
Mstep: Class 12 contains 46864 members 
Mstep: Class 13 contains 64203 members 
Mstep: Class 14 contains 30207 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 47674 members 
Mstep: Class 17 contains 34901 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 220F: 20 clusters Score -7.021698e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 84727 members 
Mstep: Class 3 contains 50395 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 23524 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36660 members 
Mstep: Class 11 contains 199858 members 
Mstep: Class 12 contains 46890 members 
Mstep: Class 13 contains 64190 members 
Mstep: Class 14 contains 30187 members 
Mstep: Class 15 contains 19656 members 
Mstep: Class 16 contains 47676 members 
Mstep: Class 17 contains 34920 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 221Q: 20 clusters Score -7.021713e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 84505 members 
Mstep: Class 3 contains 50393 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 23505 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 200156 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 64192 members 
Mstep: Class 14 contains 30179 members 
Mstep: Class 15 contains 19651 members 
Mstep: Class 16 contains 47674 members 
Mstep: Class 17 contains 34930 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 20 clusters Score -7.021721e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 84292 members 
Mstep: Class 3 contains 50394 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 23491 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36650 members 
Mstep: Class 11 contains 200398 members 
Mstep: Class 12 contains 46943 members 
Mstep: Class 13 contains 64194 members 
Mstep: Class 14 contains 30173 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 47677 members 
Mstep: Class 17 contains 34953 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 20 clusters Score -7.021732e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 50386 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 23486 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36644 members 
Mstep: Class 11 contains 200640 members 
Mstep: Class 12 contains 46968 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 30158 members 
Mstep: Class 15 contains 19633 members 
Mstep: Class 16 contains 47679 members 
Mstep: Class 17 contains 34969 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 20 clusters Score -7.021719e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 83887 members 
Mstep: Class 3 contains 50384 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 23480 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36640 members 
Mstep: Class 11 contains 200879 members 
Mstep: Class 12 contains 46975 members 
Mstep: Class 13 contains 64208 members 
Mstep: Class 14 contains 30153 members 
Mstep: Class 15 contains 19626 members 
Mstep: Class 16 contains 47675 members 
Mstep: Class 17 contains 34983 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 20 clusters Score -7.02173e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 83722 members 
Mstep: Class 3 contains 50386 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 23465 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36632 members 
Mstep: Class 11 contains 201115 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 64216 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 47671 members 
Mstep: Class 17 contains 34995 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -7.021741e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 83584 members 
Mstep: Class 3 contains 50388 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 23447 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 201331 members 
Mstep: Class 12 contains 46964 members 
Mstep: Class 13 contains 64219 members 
Mstep: Class 14 contains 30128 members 
Mstep: Class 15 contains 19618 members 
Mstep: Class 16 contains 47664 members 
Mstep: Class 17 contains 35003 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217344.000000 Penalty: 41459.531250
Iteration 227Q: 20 clusters Score -7.021734e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 83467 members 
Mstep: Class 3 contains 50383 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 23434 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36627 members 
Mstep: Class 11 contains 201524 members 
Mstep: Class 12 contains 46955 members 
Mstep: Class 13 contains 64235 members 
Mstep: Class 14 contains 30109 members 
Mstep: Class 15 contains 19616 members 
Mstep: Class 16 contains 47660 members 
Mstep: Class 17 contains 35004 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 228Q: 20 clusters Score -7.021728e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 83350 members 
Mstep: Class 3 contains 50380 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 23417 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36624 members 
Mstep: Class 11 contains 201696 members 
Mstep: Class 12 contains 46959 members 
Mstep: Class 13 contains 64250 members 
Mstep: Class 14 contains 30097 members 
Mstep: Class 15 contains 19608 members 
Mstep: Class 16 contains 47656 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217432.000000 Penalty: 41459.531250
Iteration 229Q: 20 clusters Score -7.021743e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 83226 members 
Mstep: Class 3 contains 50378 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23417 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36622 members 
Mstep: Class 11 contains 201851 members 
Mstep: Class 12 contains 46972 members 
Mstep: Class 13 contains 64256 members 
Mstep: Class 14 contains 30092 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 47647 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217456.000000 Penalty: 41459.531250
Iteration 230Q: 20 clusters Score -7.021746e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 83106 members 
Mstep: Class 3 contains 50371 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23425 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36618 members 
Mstep: Class 11 contains 201997 members 
Mstep: Class 12 contains 46985 members 
Mstep: Class 13 contains 64274 members 
Mstep: Class 14 contains 30078 members 
Mstep: Class 15 contains 19590 members 
Mstep: Class 16 contains 47643 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217392.000000 Penalty: 41459.531250
Iteration 231Q: 20 clusters Score -7.021739e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 83021 members 
Mstep: Class 3 contains 50369 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36615 members 
Mstep: Class 11 contains 202125 members 
Mstep: Class 12 contains 46986 members 
Mstep: Class 13 contains 64286 members 
Mstep: Class 14 contains 30069 members 
Mstep: Class 15 contains 19582 members 
Mstep: Class 16 contains 47639 members 
Mstep: Class 17 contains 35031 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 232Q: 20 clusters Score -7.021722e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 82936 members 
Mstep: Class 3 contains 50367 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23434 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36600 members 
Mstep: Class 11 contains 202257 members 
Mstep: Class 12 contains 46987 members 
Mstep: Class 13 contains 64293 members 
Mstep: Class 14 contains 30054 members 
Mstep: Class 15 contains 19576 members 
Mstep: Class 16 contains 47641 members 
Mstep: Class 17 contains 35041 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 233Q: 20 clusters Score -7.021723e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 82845 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23431 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36597 members 
Mstep: Class 11 contains 202379 members 
Mstep: Class 12 contains 46984 members 
Mstep: Class 13 contains 64304 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 47635 members 
Mstep: Class 17 contains 35044 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217320.000000 Penalty: 41459.531250
Iteration 234Q: 20 clusters Score -7.021732e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 82753 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23436 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 202506 members 
Mstep: Class 12 contains 46991 members 
Mstep: Class 13 contains 64299 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 47635 members 
Mstep: Class 17 contains 35037 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217328.000000 Penalty: 41459.531250
Iteration 235Q: 20 clusters Score -7.021733e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 82660 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23452 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36596 members 
Mstep: Class 11 contains 202593 members 
Mstep: Class 12 contains 47002 members 
Mstep: Class 13 contains 64294 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 19568 members 
Mstep: Class 16 contains 47634 members 
Mstep: Class 17 contains 35031 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 236Q: 20 clusters Score -7.021723e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 82566 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23464 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36594 members 
Mstep: Class 11 contains 202692 members 
Mstep: Class 12 contains 47008 members 
Mstep: Class 13 contains 64285 members 
Mstep: Class 14 contains 30053 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 47632 members 
Mstep: Class 17 contains 35033 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217336.000000 Penalty: 41459.531250
Iteration 237Q: 20 clusters Score -7.021734e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 82478 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23479 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 36591 members 
Mstep: Class 11 contains 202767 members 
Mstep: Class 12 contains 47017 members 
Mstep: Class 13 contains 64295 members 
Mstep: Class 14 contains 30055 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 47631 members 
Mstep: Class 17 contains 35028 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 238Q: 20 clusters Score -7.021729e+07 nChanged 271
Entering ConstructFrom: 
Score: -70217288.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (18818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Entering Unmasked Estep 
Score: -2005811.000000 Penalty: 1599.417480
	Iteration 0F: 2 clusters Score -2005811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1992885.500000 Penalty: 3198.834961
	Iteration 0F: 3 clusters Score -1992886 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1997752.125000 Penalty: 3198.834961
	Iteration 1F: 3 clusters Score -1997752 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1998242.875000 Penalty: 3198.834961
	Iteration 2F: 3 clusters Score -1998243 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1998793.625000 Penalty: 3198.834961
	Iteration 3F: 3 clusters Score -1998794 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1999558.125000 Penalty: 3198.834961
	Iteration 4F: 3 clusters Score -1999558 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2000592.250000 Penalty: 3198.834961
	Iteration 5F: 3 clusters Score -2000592 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2001821.000000 Penalty: 3198.834961
	Iteration 6F: 3 clusters Score -2001821 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2003002.500000 Penalty: 3198.834961
	Iteration 7F: 3 clusters Score -2003002 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2003850.500000 Penalty: 3198.834961
	Iteration 8Q: 3 clusters Score -2003850 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2004334.750000 Penalty: 3198.834961
	Iteration 9Q: 3 clusters Score -2004335 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2004534.875000 Penalty: 3198.834961
	Iteration 10Q: 3 clusters Score -2004535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2004627.500000 Penalty: 3198.834961
	Iteration 11Q: 3 clusters Score -2004628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2004680.250000 Penalty: 3198.834961
	Iteration 12Q: 3 clusters Score -2004680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2004724.250000 Penalty: 3198.834961
	Iteration 13Q: 3 clusters Score -2004724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2004745.375000 Penalty: 3198.834961
	Iteration 14Q: 3 clusters Score -2004745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2004748.375000 Penalty: 3198.834961
	Iteration 15Q: 3 clusters Score -2004748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2004756.125000 Penalty: 3198.834961
	Iteration 16Q: 3 clusters Score -2004756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2004759.625000 Penalty: 3198.834961
	Iteration 17Q: 3 clusters Score -2004760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2004764.500000 Penalty: 3198.834961
	Iteration 18Q: 3 clusters Score -2004764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2004766.750000 Penalty: 3198.834961
	Iteration 19Q: 3 clusters Score -2004767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2004766.250000 Penalty: 3198.834961
	Iteration 20F: 3 clusters Score -2004766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2004769.000000 Penalty: 3198.834961
	Iteration 21Q: 3 clusters Score -2004769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2004770.125000 Penalty: 3198.834961
	Iteration 22Q: 3 clusters Score -2004770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2004772.375000 Penalty: 3198.834961
	Iteration 23Q: 3 clusters Score -2004772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2004772.625000 Penalty: 3198.834961
	Iteration 24Q: 3 clusters Score -2004773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2004773.125000 Penalty: 3198.834961
	Iteration 25Q: 3 clusters Score -2004773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2004772.250000 Penalty: 3198.834961
	Iteration 26Q: 3 clusters Score -2004772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2004772.750000 Penalty: 3198.834961
	Iteration 27Q: 3 clusters Score -2004773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2004773.000000 Penalty: 3198.834961
	Iteration 28Q: 3 clusters Score -2004773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2004772.625000 Penalty: 3198.834961
	Iteration 29Q: 3 clusters Score -2004773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2004772.250000 Penalty: 3198.834961
	Iteration 30Q: 3 clusters Score -2004772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2004772.250000 Penalty: 3198.834961
	Iteration 31F: 3 clusters Score -2004772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Entering Unmasked Estep 
Score: -8736407.000000 Penalty: 1839.375000
	Iteration 0F: 2 clusters Score -8736407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -8681789.000000 Penalty: 3678.750000
	Iteration 0F: 3 clusters Score -8681789 nChanged 39202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -8704341.000000 Penalty: 3678.750000
	Iteration 1F: 3 clusters Score -8704341 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8704786.000000 Penalty: 3678.750000
	Iteration 2Q: 3 clusters Score -8704786 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8705340.000000 Penalty: 3678.750000
	Iteration 3Q: 3 clusters Score -8705340 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8705981.000000 Penalty: 3678.750000
	Iteration 4Q: 3 clusters Score -8705981 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -8706860.000000 Penalty: 3678.750000
	Iteration 5Q: 3 clusters Score -8706860 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8707942.000000 Penalty: 3678.750000
	Iteration 6Q: 3 clusters Score -8707942 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8709500.000000 Penalty: 3678.750000
	Iteration 7Q: 3 clusters Score -8709500 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -8711890.000000 Penalty: 3678.750000
	Iteration 8F: 3 clusters Score -8711890 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -8715329.000000 Penalty: 3678.750000
	Iteration 9F: 3 clusters Score -8715329 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -8719106.000000 Penalty: 3678.750000
	Iteration 10F: 3 clusters Score -8719106 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8721916.000000 Penalty: 3678.750000
	Iteration 11F: 3 clusters Score -8721916 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -8723308.000000 Penalty: 3678.750000
	Iteration 12Q: 3 clusters Score -8723308 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8724044.000000 Penalty: 3678.750000
	Iteration 13Q: 3 clusters Score -8724044 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8724604.000000 Penalty: 3678.750000
	Iteration 14Q: 3 clusters Score -8724604 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -8725207.000000 Penalty: 3678.750000
	Iteration 15Q: 3 clusters Score -8725207 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -8725776.000000 Penalty: 3678.750000
	Iteration 16Q: 3 clusters Score -8725776 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -8726416.000000 Penalty: 3678.750000
	Iteration 17Q: 3 clusters Score -8726416 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -8727112.000000 Penalty: 3678.750000
	Iteration 18Q: 3 clusters Score -8727112 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -8727791.000000 Penalty: 3678.750000
	Iteration 19Q: 3 clusters Score -8727791 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -8728576.000000 Penalty: 3678.750000
	Iteration 20F: 3 clusters Score -8728576 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -8729389.000000 Penalty: 3678.750000
	Iteration 21Q: 3 clusters Score -8729389 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8730169.000000 Penalty: 3678.750000
	Iteration 22Q: 3 clusters Score -8730169 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -8731057.000000 Penalty: 3678.750000
	Iteration 23Q: 3 clusters Score -8731057 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8731786.000000 Penalty: 3678.750000
	Iteration 24Q: 3 clusters Score -8731786 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8732416.000000 Penalty: 3678.750000
	Iteration 25Q: 3 clusters Score -8732416 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8733017.000000 Penalty: 3678.750000
	Iteration 26Q: 3 clusters Score -8733017 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8733536.000000 Penalty: 3678.750000
	Iteration 27Q: 3 clusters Score -8733536 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8733938.000000 Penalty: 3678.750000
	Iteration 28Q: 3 clusters Score -8733938 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8734240.000000 Penalty: 3678.750000
	Iteration 29Q: 3 clusters Score -8734240 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8734446.000000 Penalty: 3678.750000
	Iteration 30Q: 3 clusters Score -8734446 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8734598.000000 Penalty: 3678.750000
	Iteration 31Q: 3 clusters Score -8734598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8734728.000000 Penalty: 3678.750000
	Iteration 32Q: 3 clusters Score -8734728 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8734811.000000 Penalty: 3678.750000
	Iteration 33Q: 3 clusters Score -8734811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8734885.000000 Penalty: 3678.750000
	Iteration 34Q: 3 clusters Score -8734885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8734942.000000 Penalty: 3678.750000
	Iteration 35Q: 3 clusters Score -8734942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8734988.000000 Penalty: 3678.750000
	Iteration 36Q: 3 clusters Score -8734988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8735032.000000 Penalty: 3678.750000
	Iteration 37Q: 3 clusters Score -8735032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8735049.000000 Penalty: 3678.750000
	Iteration 38Q: 3 clusters Score -8735049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8735057.000000 Penalty: 3678.750000
	Iteration 39Q: 3 clusters Score -8735057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8735073.000000 Penalty: 3678.750000
	Iteration 40F: 3 clusters Score -8735073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8735079.000000 Penalty: 3678.750000
	Iteration 41Q: 3 clusters Score -8735079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8735089.000000 Penalty: 3678.750000
	Iteration 42Q: 3 clusters Score -8735089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8735093.000000 Penalty: 3678.750000
	Iteration 43Q: 3 clusters Score -8735093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8735104.000000 Penalty: 3678.750000
	Iteration 44Q: 3 clusters Score -8735104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8735100.000000 Penalty: 3678.750000
	Iteration 45Q: 3 clusters Score -8735100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8735115.000000 Penalty: 3678.750000
	Iteration 46Q: 3 clusters Score -8735115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8735123.000000 Penalty: 3678.750000
	Iteration 47Q: 3 clusters Score -8735123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8735129.000000 Penalty: 3678.750000
	Iteration 48Q: 3 clusters Score -8735129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8735135.000000 Penalty: 3678.750000
	Iteration 49Q: 3 clusters Score -8735135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8735145.000000 Penalty: 3678.750000
	Iteration 50Q: 3 clusters Score -8735145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8735132.000000 Penalty: 3678.750000
	Iteration 51Q: 3 clusters Score -8735132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8735135.000000 Penalty: 3678.750000
	Iteration 52Q: 3 clusters Score -8735135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8735146.000000 Penalty: 3678.750000
	Iteration 53Q: 3 clusters Score -8735146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8735140.000000 Penalty: 3678.750000
	Iteration 54Q: 3 clusters Score -8735140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8735144.000000 Penalty: 3678.750000
	Iteration 55Q: 3 clusters Score -8735144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8735152.000000 Penalty: 3678.750000
	Iteration 56Q: 3 clusters Score -8735152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8735156.000000 Penalty: 3678.750000
	Iteration 57Q: 3 clusters Score -8735156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8735155.000000 Penalty: 3678.750000
	Iteration 58Q: 3 clusters Score -8735155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8735150.000000 Penalty: 3678.750000
	Iteration 59Q: 3 clusters Score -8735150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8735157.000000 Penalty: 3678.750000
	Iteration 60F: 3 clusters Score -8735157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8735157.000000 Penalty: 3678.750000
	Iteration 61Q: 3 clusters Score -8735157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8735158.000000 Penalty: 3678.750000
	Iteration 62Q: 3 clusters Score -8735158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8735158.000000 Penalty: 3678.750000
	Iteration 63Q: 3 clusters Score -8735158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8735154.000000 Penalty: 3678.750000
	Iteration 64Q: 3 clusters Score -8735154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8735157.000000 Penalty: 3678.750000
	Iteration 65Q: 3 clusters Score -8735157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8735155.000000 Penalty: 3678.750000
	Iteration 66Q: 3 clusters Score -8735155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8735161.000000 Penalty: 3678.750000
	Iteration 67Q: 3 clusters Score -8735161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8735167.000000 Penalty: 3678.750000
	Iteration 68Q: 3 clusters Score -8735167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8735165.000000 Penalty: 3678.750000
	Iteration 69Q: 3 clusters Score -8735165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8735169.000000 Penalty: 3678.750000
	Iteration 70Q: 3 clusters Score -8735169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8735170.000000 Penalty: 3678.750000
	Iteration 71Q: 3 clusters Score -8735170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8735164.000000 Penalty: 3678.750000
	Iteration 72Q: 3 clusters Score -8735164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8735164.000000 Penalty: 3678.750000
	Iteration 73Q: 3 clusters Score -8735164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8735164.000000 Penalty: 3678.750000
	Iteration 74F: 3 clusters Score -8735164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Entering Unmasked Estep 
Score: -5396039.500000 Penalty: 1759.382935
	Iteration 0F: 2 clusters Score -5396040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5362430.500000 Penalty: 3518.765869
	Iteration 0F: 3 clusters Score -5362430 nChanged 23560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5375869.500000 Penalty: 3518.765869
	Iteration 1F: 3 clusters Score -5375870 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5376469.500000 Penalty: 3518.765869
	Iteration 2Q: 3 clusters Score -5376470 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5377363.000000 Penalty: 3518.765869
	Iteration 3Q: 3 clusters Score -5377363 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5378721.500000 Penalty: 3518.765869
	Iteration 4F: 3 clusters Score -5378722 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -5380819.000000 Penalty: 3518.765869
	Iteration 5F: 3 clusters Score -5380819 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5383743.500000 Penalty: 3518.765869
	Iteration 6F: 3 clusters Score -5383744 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -5386918.000000 Penalty: 3518.765869
	Iteration 7F: 3 clusters Score -5386918 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5389480.000000 Penalty: 3518.765869
	Iteration 8F: 3 clusters Score -5389480 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5391126.500000 Penalty: 3518.765869
	Iteration 9Q: 3 clusters Score -5391126 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5392093.500000 Penalty: 3518.765869
	Iteration 10Q: 3 clusters Score -5392094 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5392681.000000 Penalty: 3518.765869
	Iteration 11Q: 3 clusters Score -5392681 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5393103.500000 Penalty: 3518.765869
	Iteration 12Q: 3 clusters Score -5393104 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5393447.000000 Penalty: 3518.765869
	Iteration 13Q: 3 clusters Score -5393447 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -5393633.500000 Penalty: 3518.765869
	Iteration 14Q: 3 clusters Score -5393634 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5393758.000000 Penalty: 3518.765869
	Iteration 15Q: 3 clusters Score -5393758 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5393831.500000 Penalty: 3518.765869
	Iteration 16Q: 3 clusters Score -5393832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5393879.000000 Penalty: 3518.765869
	Iteration 17Q: 3 clusters Score -5393879 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5393916.500000 Penalty: 3518.765869
	Iteration 18Q: 3 clusters Score -5393916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5393962.500000 Penalty: 3518.765869
	Iteration 19Q: 3 clusters Score -5393962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5394009.500000 Penalty: 3518.765869
	Iteration 20F: 3 clusters Score -5394010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5394072.000000 Penalty: 3518.765869
	Iteration 21Q: 3 clusters Score -5394072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5394116.000000 Penalty: 3518.765869
	Iteration 22Q: 3 clusters Score -5394116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5394158.500000 Penalty: 3518.765869
	Iteration 23Q: 3 clusters Score -5394158 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5394187.000000 Penalty: 3518.765869
	Iteration 24Q: 3 clusters Score -5394187 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5394206.500000 Penalty: 3518.765869
	Iteration 25Q: 3 clusters Score -5394206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5394222.000000 Penalty: 3518.765869
	Iteration 26Q: 3 clusters Score -5394222 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5394262.500000 Penalty: 3518.765869
	Iteration 27Q: 3 clusters Score -5394262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5394292.500000 Penalty: 3518.765869
	Iteration 28Q: 3 clusters Score -5394292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5394335.500000 Penalty: 3518.765869
	Iteration 29Q: 3 clusters Score -5394336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5394359.000000 Penalty: 3518.765869
	Iteration 30Q: 3 clusters Score -5394359 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5394381.000000 Penalty: 3518.765869
	Iteration 31Q: 3 clusters Score -5394381 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5394397.000000 Penalty: 3518.765869
	Iteration 32Q: 3 clusters Score -5394397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5394415.000000 Penalty: 3518.765869
	Iteration 33Q: 3 clusters Score -5394415 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5394453.000000 Penalty: 3518.765869
	Iteration 34Q: 3 clusters Score -5394453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -5394486.500000 Penalty: 3518.765869
	Iteration 35Q: 3 clusters Score -5394486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5394522.500000 Penalty: 3518.765869
	Iteration 36Q: 3 clusters Score -5394522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5394537.000000 Penalty: 3518.765869
	Iteration 37Q: 3 clusters Score -5394537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -5394579.000000 Penalty: 3518.765869
	Iteration 38Q: 3 clusters Score -5394579 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5394597.000000 Penalty: 3518.765869
	Iteration 39Q: 3 clusters Score -5394597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -5394630.500000 Penalty: 3518.765869
	Iteration 40F: 3 clusters Score -5394630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -5394652.000000 Penalty: 3518.765869
	Iteration 41Q: 3 clusters Score -5394652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -5394699.000000 Penalty: 3518.765869
	Iteration 42Q: 3 clusters Score -5394699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5394732.500000 Penalty: 3518.765869
	Iteration 43Q: 3 clusters Score -5394732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5394784.000000 Penalty: 3518.765869
	Iteration 44Q: 3 clusters Score -5394784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -5394841.500000 Penalty: 3518.765869
	Iteration 45Q: 3 clusters Score -5394842 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -5394884.000000 Penalty: 3518.765869
	Iteration 46Q: 3 clusters Score -5394884 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5394956.000000 Penalty: 3518.765869
	Iteration 47Q: 3 clusters Score -5394956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5395023.000000 Penalty: 3518.765869
	Iteration 48Q: 3 clusters Score -5395023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -5395083.000000 Penalty: 3518.765869
	Iteration 49Q: 3 clusters Score -5395083 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5395101.500000 Penalty: 3518.765869
	Iteration 50Q: 3 clusters Score -5395102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -5395154.500000 Penalty: 3518.765869
	Iteration 51Q: 3 clusters Score -5395154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -5395167.000000 Penalty: 3518.765869
	Iteration 52Q: 3 clusters Score -5395167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5395203.500000 Penalty: 3518.765869
	Iteration 53Q: 3 clusters Score -5395204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -5395223.000000 Penalty: 3518.765869
	Iteration 54Q: 3 clusters Score -5395223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -5395251.000000 Penalty: 3518.765869
	Iteration 55Q: 3 clusters Score -5395251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -5395264.000000 Penalty: 3518.765869
	Iteration 56Q: 3 clusters Score -5395264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -5395251.500000 Penalty: 3518.765869
	Iteration 57Q: 3 clusters Score -5395252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -5395265.500000 Penalty: 3518.765869
	Iteration 58Q: 3 clusters Score -5395266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -5395274.000000 Penalty: 3518.765869
	Iteration 59Q: 3 clusters Score -5395274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5395279.000000 Penalty: 3518.765869
	Iteration 60F: 3 clusters Score -5395279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -5395290.000000 Penalty: 3518.765869
	Iteration 61Q: 3 clusters Score -5395290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -5395278.000000 Penalty: 3518.765869
	Iteration 62Q: 3 clusters Score -5395278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -5395286.500000 Penalty: 3518.765869
	Iteration 63Q: 3 clusters Score -5395286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5395286.500000 Penalty: 3518.765869
	Iteration 64Q: 3 clusters Score -5395286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -5395298.000000 Penalty: 3518.765869
	Iteration 65Q: 3 clusters Score -5395298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -5395301.000000 Penalty: 3518.765869
	Iteration 66Q: 3 clusters Score -5395301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -5395307.500000 Penalty: 3518.765869
	Iteration 67Q: 3 clusters Score -5395308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -5395314.000000 Penalty: 3518.765869
	Iteration 68Q: 3 clusters Score -5395314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -5395309.500000 Penalty: 3518.765869
	Iteration 69Q: 3 clusters Score -5395310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -5395316.500000 Penalty: 3518.765869
	Iteration 70Q: 3 clusters Score -5395316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -5395325.000000 Penalty: 3518.765869
	Iteration 71Q: 3 clusters Score -5395325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -5395327.500000 Penalty: 3518.765869
	Iteration 72Q: 3 clusters Score -5395328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5395329.500000 Penalty: 3518.765869
	Iteration 73Q: 3 clusters Score -5395330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -5395324.000000 Penalty: 3518.765869
	Iteration 74Q: 3 clusters Score -5395324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -5395326.000000 Penalty: 3518.765869
	Iteration 75Q: 3 clusters Score -5395326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -5395329.500000 Penalty: 3518.765869
	Iteration 76Q: 3 clusters Score -5395330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5395332.500000 Penalty: 3518.765869
	Iteration 77Q: 3 clusters Score -5395332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -5395331.000000 Penalty: 3518.765869
	Iteration 78Q: 3 clusters Score -5395331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -5395331.000000 Penalty: 3518.765869
	Iteration 79F: 3 clusters Score -5395331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24729.564453 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24729.56 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24889.000000 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24944.058594 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -24944.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24974.878906 Penalty: 1839.331665
	Iteration 3F: 3 clusters Score -24974.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24997.566406 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24997.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25016.011719 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -25016.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25029.628906 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -25029.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25033.808594 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -25033.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25037.671875 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -25037.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25040.595703 Penalty: 1839.331665
	Iteration 9Q: 3 clusters Score -25040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25040.595703 Penalty: 1839.331665
	Iteration 10F: 3 clusters Score -25040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -376843.125000 Penalty: 1336.033936
	Iteration 0F: 2 clusters Score -376843.1 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 1833 members 
Entering Unmasked Estep 
Score: -373626.000000 Penalty: 2672.067871
	Iteration 0F: 3 clusters Score -373626 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374479.593750 Penalty: 2672.067871
	Iteration 1F: 3 clusters Score -374479.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -374618.187500 Penalty: 2672.067871
	Iteration 2F: 3 clusters Score -374618.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -374707.281250 Penalty: 2672.067871
	Iteration 3Q: 3 clusters Score -374707.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -374758.687500 Penalty: 2672.067871
	Iteration 4Q: 3 clusters Score -374758.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -374798.468750 Penalty: 2672.067871
	Iteration 5Q: 3 clusters Score -374798.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -374824.781250 Penalty: 2672.067871
	Iteration 6Q: 3 clusters Score -374824.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374854.531250 Penalty: 2672.067871
	Iteration 7Q: 3 clusters Score -374854.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -374883.937500 Penalty: 2672.067871
	Iteration 8Q: 3 clusters Score -374883.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374910.218750 Penalty: 2672.067871
	Iteration 9Q: 3 clusters Score -374910.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -374932.937500 Penalty: 2672.067871
	Iteration 10Q: 3 clusters Score -374932.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -374957.312500 Penalty: 2672.067871
	Iteration 11Q: 3 clusters Score -374957.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -374974.781250 Penalty: 2672.067871
	Iteration 12Q: 3 clusters Score -374974.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374993.625000 Penalty: 2672.067871
	Iteration 13Q: 3 clusters Score -374993.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375021.031250 Penalty: 2672.067871
	Iteration 14Q: 3 clusters Score -375021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -375073.656250 Penalty: 2672.067871
	Iteration 15Q: 3 clusters Score -375073.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -375153.843750 Penalty: 2672.067871
	Iteration 16Q: 3 clusters Score -375153.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375296.250000 Penalty: 2672.067871
	Iteration 17Q: 3 clusters Score -375296.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -375566.312500 Penalty: 2672.067871
	Iteration 18Q: 3 clusters Score -375566.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -376090.406250 Penalty: 2672.067871
	Iteration 19F: 3 clusters Score -376090.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -376721.843750 Penalty: 2672.067871
	Iteration 20F: 3 clusters Score -376721.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -377237.218750 Penalty: 2672.067871
	Iteration 21Q: 3 clusters Score -377237.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -377357.406250 Penalty: 2672.067871
	Iteration 22Q: 3 clusters Score -377357.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -377397.031250 Penalty: 2672.067871
	Iteration 23Q: 3 clusters Score -377397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -377414.750000 Penalty: 2672.067871
	Iteration 24Q: 3 clusters Score -377414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -377426.968750 Penalty: 2672.067871
	Iteration 25Q: 3 clusters Score -377427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377436.875000 Penalty: 2672.067871
	Iteration 26Q: 3 clusters Score -377436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377440.312500 Penalty: 2672.067871
	Iteration 27Q: 3 clusters Score -377440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377441.656250 Penalty: 2672.067871
	Iteration 28Q: 3 clusters Score -377441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -377443.656250 Penalty: 2672.067871
	Iteration 29Q: 3 clusters Score -377443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -377445.406250 Penalty: 2672.067871
	Iteration 30Q: 3 clusters Score -377445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -377449.843750 Penalty: 2672.067871
	Iteration 31Q: 3 clusters Score -377449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377454.718750 Penalty: 2672.067871
	Iteration 32Q: 3 clusters Score -377454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377459.593750 Penalty: 2672.067871
	Iteration 33Q: 3 clusters Score -377459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -377461.562500 Penalty: 2672.067871
	Iteration 34Q: 3 clusters Score -377461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377463.906250 Penalty: 2672.067871
	Iteration 35Q: 3 clusters Score -377463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377465.625000 Penalty: 2672.067871
	Iteration 36Q: 3 clusters Score -377465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -377469.343750 Penalty: 2672.067871
	Iteration 37Q: 3 clusters Score -377469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377472.531250 Penalty: 2672.067871
	Iteration 38Q: 3 clusters Score -377472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377474.375000 Penalty: 2672.067871
	Iteration 39Q: 3 clusters Score -377474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377475.562500 Penalty: 2672.067871
	Iteration 40F: 3 clusters Score -377475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377475.375000 Penalty: 2672.067871
	Iteration 41Q: 3 clusters Score -377475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -377476.718750 Penalty: 2672.067871
	Iteration 42Q: 3 clusters Score -377476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -377476.562500 Penalty: 2672.067871
	Iteration 43Q: 3 clusters Score -377476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -377479.031250 Penalty: 2672.067871
	Iteration 44Q: 3 clusters Score -377479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377481.500000 Penalty: 2672.067871
	Iteration 45Q: 3 clusters Score -377481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377481.750000 Penalty: 2672.067871
	Iteration 46Q: 3 clusters Score -377481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -377482.656250 Penalty: 2672.067871
	Iteration 47Q: 3 clusters Score -377482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377483.718750 Penalty: 2672.067871
	Iteration 48Q: 3 clusters Score -377483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -377483.468750 Penalty: 2672.067871
	Iteration 49Q: 3 clusters Score -377483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -377484.875000 Penalty: 2672.067871
	Iteration 50Q: 3 clusters Score -377484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -377484.875000 Penalty: 2672.067871
	Iteration 51F: 3 clusters Score -377484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 82391 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36589 members 
Mstep: Class 11 contains 202839 members 
Mstep: Class 12 contains 47039 members 
Mstep: Class 13 contains 64294 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35024 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 1476 members 
Entering Unmasked Estep 
Score: -70217016.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70217288.000000 to -70217016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -755410.875000 Penalty: 1447.288818
	Iteration 0F: 2 clusters Score -755410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -749853.937500 Penalty: 2894.577637
	Iteration 0F: 3 clusters Score -749853.9 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -751572.062500 Penalty: 2894.577637
	Iteration 1F: 3 clusters Score -751572.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -751787.375000 Penalty: 2894.577637
	Iteration 2F: 3 clusters Score -751787.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -751977.687500 Penalty: 2894.577637
	Iteration 3Q: 3 clusters Score -751977.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -752212.500000 Penalty: 2894.577637
	Iteration 4Q: 3 clusters Score -752212.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -752472.500000 Penalty: 2894.577637
	Iteration 5Q: 3 clusters Score -752472.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -752676.625000 Penalty: 2894.577637
	Iteration 6Q: 3 clusters Score -752676.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -752843.812500 Penalty: 2894.577637
	Iteration 7Q: 3 clusters Score -752843.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -752988.062500 Penalty: 2894.577637
	Iteration 8Q: 3 clusters Score -752988.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -753108.312500 Penalty: 2894.577637
	Iteration 9Q: 3 clusters Score -753108.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -753218.937500 Penalty: 2894.577637
	Iteration 10Q: 3 clusters Score -753218.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -753336.937500 Penalty: 2894.577637
	Iteration 11Q: 3 clusters Score -753336.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -753446.875000 Penalty: 2894.577637
	Iteration 12Q: 3 clusters Score -753446.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -753560.250000 Penalty: 2894.577637
	Iteration 13Q: 3 clusters Score -753560.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -753703.687500 Penalty: 2894.577637
	Iteration 14Q: 3 clusters Score -753703.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -753849.625000 Penalty: 2894.577637
	Iteration 15Q: 3 clusters Score -753849.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -753964.062500 Penalty: 2894.577637
	Iteration 16Q: 3 clusters Score -753964.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -754069.062500 Penalty: 2894.577637
	Iteration 17Q: 3 clusters Score -754069.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -754155.062500 Penalty: 2894.577637
	Iteration 18Q: 3 clusters Score -754155.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -754234.500000 Penalty: 2894.577637
	Iteration 19Q: 3 clusters Score -754234.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -754284.625000 Penalty: 2894.577637
	Iteration 20F: 3 clusters Score -754284.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -754311.937500 Penalty: 2894.577637
	Iteration 21Q: 3 clusters Score -754311.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -754334.375000 Penalty: 2894.577637
	Iteration 22Q: 3 clusters Score -754334.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -754352.125000 Penalty: 2894.577637
	Iteration 23Q: 3 clusters Score -754352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -754363.937500 Penalty: 2894.577637
	Iteration 24Q: 3 clusters Score -754363.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -754374.375000 Penalty: 2894.577637
	Iteration 25Q: 3 clusters Score -754374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -754383.125000 Penalty: 2894.577637
	Iteration 26Q: 3 clusters Score -754383.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -754390.187500 Penalty: 2894.577637
	Iteration 27Q: 3 clusters Score -754390.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -754396.812500 Penalty: 2894.577637
	Iteration 28Q: 3 clusters Score -754396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -754402.000000 Penalty: 2894.577637
	Iteration 29Q: 3 clusters Score -754402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -754405.375000 Penalty: 2894.577637
	Iteration 30Q: 3 clusters Score -754405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -754407.875000 Penalty: 2894.577637
	Iteration 31Q: 3 clusters Score -754407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -754407.937500 Penalty: 2894.577637
	Iteration 32Q: 3 clusters Score -754407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -754408.375000 Penalty: 2894.577637
	Iteration 33Q: 3 clusters Score -754408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -754409.500000 Penalty: 2894.577637
	Iteration 34Q: 3 clusters Score -754409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -754411.500000 Penalty: 2894.577637
	Iteration 35Q: 3 clusters Score -754411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -754411.375000 Penalty: 2894.577637
	Iteration 36Q: 3 clusters Score -754411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -754410.625000 Penalty: 2894.577637
	Iteration 37Q: 3 clusters Score -754410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -754412.375000 Penalty: 2894.577637
	Iteration 38Q: 3 clusters Score -754412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -754412.375000 Penalty: 2894.577637
	Iteration 39F: 3 clusters Score -754412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Entering Unmasked Estep 
Score: -2513988.500000 Penalty: 1635.501953
	Iteration 0F: 2 clusters Score -2513988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2498233.250000 Penalty: 3271.003906
	Iteration 0F: 3 clusters Score -2498233 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2503926.500000 Penalty: 3271.003906
	Iteration 1F: 3 clusters Score -2503926 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2504199.000000 Penalty: 3271.003906
	Iteration 2Q: 3 clusters Score -2504199 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2504463.250000 Penalty: 3271.003906
	Iteration 3Q: 3 clusters Score -2504463 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2504706.500000 Penalty: 3271.003906
	Iteration 4Q: 3 clusters Score -2504706 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2504904.750000 Penalty: 3271.003906
	Iteration 5Q: 3 clusters Score -2504905 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2505095.750000 Penalty: 3271.003906
	Iteration 6Q: 3 clusters Score -2505096 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2505303.250000 Penalty: 3271.003906
	Iteration 7Q: 3 clusters Score -2505303 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2505544.500000 Penalty: 3271.003906
	Iteration 8Q: 3 clusters Score -2505544 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2505874.000000 Penalty: 3271.003906
	Iteration 9Q: 3 clusters Score -2505874 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2506339.000000 Penalty: 3271.003906
	Iteration 10Q: 3 clusters Score -2506339 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2506972.500000 Penalty: 3271.003906
	Iteration 11Q: 3 clusters Score -2506972 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2507893.000000 Penalty: 3271.003906
	Iteration 12F: 3 clusters Score -2507893 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2508856.000000 Penalty: 3271.003906
	Iteration 13F: 3 clusters Score -2508856 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2509543.500000 Penalty: 3271.003906
	Iteration 14Q: 3 clusters Score -2509544 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2509925.750000 Penalty: 3271.003906
	Iteration 15Q: 3 clusters Score -2509926 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2510125.000000 Penalty: 3271.003906
	Iteration 16Q: 3 clusters Score -2510125 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2510264.250000 Penalty: 3271.003906
	Iteration 17Q: 3 clusters Score -2510264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2510387.250000 Penalty: 3271.003906
	Iteration 18Q: 3 clusters Score -2510387 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2510473.000000 Penalty: 3271.003906
	Iteration 19Q: 3 clusters Score -2510473 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2510565.000000 Penalty: 3271.003906
	Iteration 20F: 3 clusters Score -2510565 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2510630.000000 Penalty: 3271.003906
	Iteration 21Q: 3 clusters Score -2510630 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2510701.250000 Penalty: 3271.003906
	Iteration 22Q: 3 clusters Score -2510701 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2510760.750000 Penalty: 3271.003906
	Iteration 23Q: 3 clusters Score -2510761 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2510827.000000 Penalty: 3271.003906
	Iteration 24Q: 3 clusters Score -2510827 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2510890.750000 Penalty: 3271.003906
	Iteration 25Q: 3 clusters Score -2510891 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2510944.250000 Penalty: 3271.003906
	Iteration 26Q: 3 clusters Score -2510944 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2510980.750000 Penalty: 3271.003906
	Iteration 27Q: 3 clusters Score -2510981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2511031.000000 Penalty: 3271.003906
	Iteration 28Q: 3 clusters Score -2511031 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2511069.750000 Penalty: 3271.003906
	Iteration 29Q: 3 clusters Score -2511070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2511099.250000 Penalty: 3271.003906
	Iteration 30Q: 3 clusters Score -2511099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2511119.500000 Penalty: 3271.003906
	Iteration 31Q: 3 clusters Score -2511120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2511141.500000 Penalty: 3271.003906
	Iteration 32Q: 3 clusters Score -2511142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2511162.000000 Penalty: 3271.003906
	Iteration 33Q: 3 clusters Score -2511162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2511171.000000 Penalty: 3271.003906
	Iteration 34Q: 3 clusters Score -2511171 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2511189.500000 Penalty: 3271.003906
	Iteration 35Q: 3 clusters Score -2511190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2511194.750000 Penalty: 3271.003906
	Iteration 36Q: 3 clusters Score -2511195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2511210.750000 Penalty: 3271.003906
	Iteration 37Q: 3 clusters Score -2511211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2511238.000000 Penalty: 3271.003906
	Iteration 38Q: 3 clusters Score -2511238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2511256.250000 Penalty: 3271.003906
	Iteration 39Q: 3 clusters Score -2511256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2511292.500000 Penalty: 3271.003906
	Iteration 40F: 3 clusters Score -2511292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2511313.500000 Penalty: 3271.003906
	Iteration 41Q: 3 clusters Score -2511314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2511342.750000 Penalty: 3271.003906
	Iteration 42Q: 3 clusters Score -2511343 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2511368.250000 Penalty: 3271.003906
	Iteration 43Q: 3 clusters Score -2511368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2511415.750000 Penalty: 3271.003906
	Iteration 44Q: 3 clusters Score -2511416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2511446.750000 Penalty: 3271.003906
	Iteration 45Q: 3 clusters Score -2511447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2511491.750000 Penalty: 3271.003906
	Iteration 46Q: 3 clusters Score -2511492 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2511532.000000 Penalty: 3271.003906
	Iteration 47Q: 3 clusters Score -2511532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2511573.750000 Penalty: 3271.003906
	Iteration 48Q: 3 clusters Score -2511574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2511624.250000 Penalty: 3271.003906
	Iteration 49Q: 3 clusters Score -2511624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2511683.750000 Penalty: 3271.003906
	Iteration 50Q: 3 clusters Score -2511684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2511719.750000 Penalty: 3271.003906
	Iteration 51Q: 3 clusters Score -2511720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2511784.500000 Penalty: 3271.003906
	Iteration 52Q: 3 clusters Score -2511784 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2511839.750000 Penalty: 3271.003906
	Iteration 53Q: 3 clusters Score -2511840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2511894.000000 Penalty: 3271.003906
	Iteration 54Q: 3 clusters Score -2511894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2511932.000000 Penalty: 3271.003906
	Iteration 55Q: 3 clusters Score -2511932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2511981.000000 Penalty: 3271.003906
	Iteration 56Q: 3 clusters Score -2511981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2512019.750000 Penalty: 3271.003906
	Iteration 57Q: 3 clusters Score -2512020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2512052.250000 Penalty: 3271.003906
	Iteration 58Q: 3 clusters Score -2512052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2512091.250000 Penalty: 3271.003906
	Iteration 59Q: 3 clusters Score -2512091 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2512131.000000 Penalty: 3271.003906
	Iteration 60F: 3 clusters Score -2512131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2512170.250000 Penalty: 3271.003906
	Iteration 61Q: 3 clusters Score -2512170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2512200.500000 Penalty: 3271.003906
	Iteration 62Q: 3 clusters Score -2512200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2512227.500000 Penalty: 3271.003906
	Iteration 63Q: 3 clusters Score -2512228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2512248.000000 Penalty: 3271.003906
	Iteration 64Q: 3 clusters Score -2512248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2512265.250000 Penalty: 3271.003906
	Iteration 65Q: 3 clusters Score -2512265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2512281.500000 Penalty: 3271.003906
	Iteration 66Q: 3 clusters Score -2512282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2512307.500000 Penalty: 3271.003906
	Iteration 67Q: 3 clusters Score -2512308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2512340.000000 Penalty: 3271.003906
	Iteration 68Q: 3 clusters Score -2512340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2512362.000000 Penalty: 3271.003906
	Iteration 69Q: 3 clusters Score -2512362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2512385.250000 Penalty: 3271.003906
	Iteration 70Q: 3 clusters Score -2512385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2512411.000000 Penalty: 3271.003906
	Iteration 71Q: 3 clusters Score -2512411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2512439.500000 Penalty: 3271.003906
	Iteration 72Q: 3 clusters Score -2512440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2512462.750000 Penalty: 3271.003906
	Iteration 73Q: 3 clusters Score -2512463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2512480.500000 Penalty: 3271.003906
	Iteration 74Q: 3 clusters Score -2512480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2512485.500000 Penalty: 3271.003906
	Iteration 75Q: 3 clusters Score -2512486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2512489.000000 Penalty: 3271.003906
	Iteration 76Q: 3 clusters Score -2512489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2512499.250000 Penalty: 3271.003906
	Iteration 77Q: 3 clusters Score -2512499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2512503.250000 Penalty: 3271.003906
	Iteration 78Q: 3 clusters Score -2512503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2512503.750000 Penalty: 3271.003906
	Iteration 79Q: 3 clusters Score -2512504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2512508.500000 Penalty: 3271.003906
	Iteration 80F: 3 clusters Score -2512508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2512508.750000 Penalty: 3271.003906
	Iteration 81Q: 3 clusters Score -2512509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2512511.500000 Penalty: 3271.003906
	Iteration 82Q: 3 clusters Score -2512512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2512513.000000 Penalty: 3271.003906
	Iteration 83Q: 3 clusters Score -2512513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2512512.250000 Penalty: 3271.003906
	Iteration 84Q: 3 clusters Score -2512512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2512513.750000 Penalty: 3271.003906
	Iteration 85Q: 3 clusters Score -2512514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2512512.250000 Penalty: 3271.003906
	Iteration 86Q: 3 clusters Score -2512512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2512515.250000 Penalty: 3271.003906
	Iteration 87Q: 3 clusters Score -2512515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2512514.000000 Penalty: 3271.003906
	Iteration 88Q: 3 clusters Score -2512514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2512520.250000 Penalty: 3271.003906
	Iteration 89Q: 3 clusters Score -2512520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2512518.000000 Penalty: 3271.003906
	Iteration 90Q: 3 clusters Score -2512518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2512522.250000 Penalty: 3271.003906
	Iteration 91Q: 3 clusters Score -2512522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2512522.250000 Penalty: 3271.003906
	Iteration 92F: 3 clusters Score -2512522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -96856.687500 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -96856.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95477.320312 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -95477.32 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95796.937500 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -95796.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95954.531250 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -95954.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96193.156250 Penalty: 2233.104736
	Iteration 3F: 3 clusters Score -96193.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96329.007812 Penalty: 2233.104736
	Iteration 4F: 3 clusters Score -96329.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96408.992188 Penalty: 2233.104736
	Iteration 5F: 3 clusters Score -96408.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -96480.984375 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -96480.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96527.632812 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -96527.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -96554.320312 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -96554.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96571.976562 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -96571.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96583.390625 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -96583.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -96590.265625 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -96590.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96596.171875 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -96596.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96600.500000 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -96600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -96614.492188 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -96614.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -96639.023438 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -96639.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96677.242188 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -96677.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -96725.914062 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -96725.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -96780.046875 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -96780.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -96808.578125 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -96808.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -96814.468750 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -96814.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -96818.250000 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -96818.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -96819.695312 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -96819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -96819.695312 Penalty: 2233.104736
	Iteration 23F: 3 clusters Score -96819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -253593.187500 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -253593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251118.406250 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -251118.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -251785.296875 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -251785.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -251976.734375 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -251976.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -252126.218750 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -252126.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -252249.281250 Penalty: 2558.300049
	Iteration 4F: 3 clusters Score -252249.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -252359.078125 Penalty: 2558.300049
	Iteration 5Q: 3 clusters Score -252359.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -252450.703125 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -252450.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -252516.859375 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -252516.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252552.031250 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -252552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252574.875000 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -252574.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252600.781250 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -252600.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252618.328125 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -252618.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252633.593750 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -252633.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252655.000000 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -252655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -252677.984375 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -252678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -252703.937500 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -252703.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252726.140625 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -252726.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252753.890625 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -252753.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252795.812500 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -252795.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252831.625000 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -252831.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252852.250000 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -252852.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252862.468750 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -252862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252867.484375 Penalty: 2558.300049
	Iteration 22Q: 3 clusters Score -252867.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252873.015625 Penalty: 2558.300049
	Iteration 23Q: 3 clusters Score -252873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252876.671875 Penalty: 2558.300049
	Iteration 24Q: 3 clusters Score -252876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252877.468750 Penalty: 2558.300049
	Iteration 25Q: 3 clusters Score -252877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252878.781250 Penalty: 2558.300049
	Iteration 26Q: 3 clusters Score -252878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252879.343750 Penalty: 2558.300049
	Iteration 27Q: 3 clusters Score -252879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252879.484375 Penalty: 2558.300049
	Iteration 28Q: 3 clusters Score -252879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252880.328125 Penalty: 2558.300049
	Iteration 29Q: 3 clusters Score -252880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252880.687500 Penalty: 2558.300049
	Iteration 30Q: 3 clusters Score -252880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252880.687500 Penalty: 2558.300049
	Iteration 31F: 3 clusters Score -252880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Entering Unmasked Estep 
Score: -3758665.250000 Penalty: 1707.469116
	Iteration 0F: 2 clusters Score -3758665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3734251.500000 Penalty: 3414.938232
	Iteration 0F: 3 clusters Score -3734252 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3743628.500000 Penalty: 3414.938232
	Iteration 1F: 3 clusters Score -3743628 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3744157.500000 Penalty: 3414.938232
	Iteration 2Q: 3 clusters Score -3744158 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3744722.250000 Penalty: 3414.938232
	Iteration 3Q: 3 clusters Score -3744722 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3745431.750000 Penalty: 3414.938232
	Iteration 4Q: 3 clusters Score -3745432 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3746397.500000 Penalty: 3414.938232
	Iteration 5Q: 3 clusters Score -3746398 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3747721.500000 Penalty: 3414.938232
	Iteration 6F: 3 clusters Score -3747722 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3749284.750000 Penalty: 3414.938232
	Iteration 7F: 3 clusters Score -3749285 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3750792.000000 Penalty: 3414.938232
	Iteration 8F: 3 clusters Score -3750792 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3751701.000000 Penalty: 3414.938232
	Iteration 9Q: 3 clusters Score -3751701 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3752149.500000 Penalty: 3414.938232
	Iteration 10Q: 3 clusters Score -3752150 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3752327.000000 Penalty: 3414.938232
	Iteration 11Q: 3 clusters Score -3752327 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3752488.000000 Penalty: 3414.938232
	Iteration 12Q: 3 clusters Score -3752488 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3752644.750000 Penalty: 3414.938232
	Iteration 13Q: 3 clusters Score -3752645 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3752782.250000 Penalty: 3414.938232
	Iteration 14Q: 3 clusters Score -3752782 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3753004.250000 Penalty: 3414.938232
	Iteration 15Q: 3 clusters Score -3753004 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3753210.000000 Penalty: 3414.938232
	Iteration 16Q: 3 clusters Score -3753210 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3753496.500000 Penalty: 3414.938232
	Iteration 17Q: 3 clusters Score -3753496 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3753853.750000 Penalty: 3414.938232
	Iteration 18Q: 3 clusters Score -3753854 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3754305.000000 Penalty: 3414.938232
	Iteration 19Q: 3 clusters Score -3754305 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3754845.500000 Penalty: 3414.938232
	Iteration 20F: 3 clusters Score -3754846 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3755373.250000 Penalty: 3414.938232
	Iteration 21Q: 3 clusters Score -3755373 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3755785.750000 Penalty: 3414.938232
	Iteration 22Q: 3 clusters Score -3755786 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3756115.000000 Penalty: 3414.938232
	Iteration 23Q: 3 clusters Score -3756115 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3756328.500000 Penalty: 3414.938232
	Iteration 24Q: 3 clusters Score -3756328 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3756482.000000 Penalty: 3414.938232
	Iteration 25Q: 3 clusters Score -3756482 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3756614.250000 Penalty: 3414.938232
	Iteration 26Q: 3 clusters Score -3756614 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3756705.750000 Penalty: 3414.938232
	Iteration 27Q: 3 clusters Score -3756706 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3756808.250000 Penalty: 3414.938232
	Iteration 28Q: 3 clusters Score -3756808 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3756894.000000 Penalty: 3414.938232
	Iteration 29Q: 3 clusters Score -3756894 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3756982.000000 Penalty: 3414.938232
	Iteration 30Q: 3 clusters Score -3756982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3757036.000000 Penalty: 3414.938232
	Iteration 31Q: 3 clusters Score -3757036 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3757088.500000 Penalty: 3414.938232
	Iteration 32Q: 3 clusters Score -3757088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3757115.750000 Penalty: 3414.938232
	Iteration 33Q: 3 clusters Score -3757116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3757145.250000 Penalty: 3414.938232
	Iteration 34Q: 3 clusters Score -3757145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3757180.250000 Penalty: 3414.938232
	Iteration 35Q: 3 clusters Score -3757180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3757204.000000 Penalty: 3414.938232
	Iteration 36Q: 3 clusters Score -3757204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3757224.000000 Penalty: 3414.938232
	Iteration 37Q: 3 clusters Score -3757224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3757241.500000 Penalty: 3414.938232
	Iteration 38Q: 3 clusters Score -3757242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3757242.750000 Penalty: 3414.938232
	Iteration 39Q: 3 clusters Score -3757243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3757263.000000 Penalty: 3414.938232
	Iteration 40F: 3 clusters Score -3757263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3757264.250000 Penalty: 3414.938232
	Iteration 41Q: 3 clusters Score -3757264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3757271.500000 Penalty: 3414.938232
	Iteration 42Q: 3 clusters Score -3757272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3757271.750000 Penalty: 3414.938232
	Iteration 43Q: 3 clusters Score -3757272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3757278.500000 Penalty: 3414.938232
	Iteration 44Q: 3 clusters Score -3757278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3757282.750000 Penalty: 3414.938232
	Iteration 45Q: 3 clusters Score -3757283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3757287.250000 Penalty: 3414.938232
	Iteration 46Q: 3 clusters Score -3757287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3757290.250000 Penalty: 3414.938232
	Iteration 47Q: 3 clusters Score -3757290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3757298.750000 Penalty: 3414.938232
	Iteration 48Q: 3 clusters Score -3757299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3757313.250000 Penalty: 3414.938232
	Iteration 49Q: 3 clusters Score -3757313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3757315.500000 Penalty: 3414.938232
	Iteration 50Q: 3 clusters Score -3757316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3757312.250000 Penalty: 3414.938232
	Iteration 51Q: 3 clusters Score -3757312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3757310.000000 Penalty: 3414.938232
	Iteration 52Q: 3 clusters Score -3757310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3757331.500000 Penalty: 3414.938232
	Iteration 53Q: 3 clusters Score -3757332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3757332.750000 Penalty: 3414.938232
	Iteration 54Q: 3 clusters Score -3757333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3757331.500000 Penalty: 3414.938232
	Iteration 55Q: 3 clusters Score -3757332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3757343.750000 Penalty: 3414.938232
	Iteration 56Q: 3 clusters Score -3757344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3757348.750000 Penalty: 3414.938232
	Iteration 57Q: 3 clusters Score -3757349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3757349.250000 Penalty: 3414.938232
	Iteration 58Q: 3 clusters Score -3757349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3757353.000000 Penalty: 3414.938232
	Iteration 59Q: 3 clusters Score -3757353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3757348.500000 Penalty: 3414.938232
	Iteration 60F: 3 clusters Score -3757348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3757350.250000 Penalty: 3414.938232
	Iteration 61Q: 3 clusters Score -3757350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3757356.500000 Penalty: 3414.938232
	Iteration 62Q: 3 clusters Score -3757356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3757357.000000 Penalty: 3414.938232
	Iteration 63Q: 3 clusters Score -3757357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3757358.000000 Penalty: 3414.938232
	Iteration 64Q: 3 clusters Score -3757358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3757357.750000 Penalty: 3414.938232
	Iteration 65Q: 3 clusters Score -3757358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3757350.500000 Penalty: 3414.938232
	Iteration 66Q: 3 clusters Score -3757350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3757353.750000 Penalty: 3414.938232
	Iteration 67Q: 3 clusters Score -3757354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3757354.250000 Penalty: 3414.938232
	Iteration 68Q: 3 clusters Score -3757354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3757366.000000 Penalty: 3414.938232
	Iteration 69Q: 3 clusters Score -3757366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3757367.000000 Penalty: 3414.938232
	Iteration 70Q: 3 clusters Score -3757367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3757367.250000 Penalty: 3414.938232
	Iteration 71Q: 3 clusters Score -3757367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3757373.750000 Penalty: 3414.938232
	Iteration 72Q: 3 clusters Score -3757374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3757371.250000 Penalty: 3414.938232
	Iteration 73Q: 3 clusters Score -3757371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3757378.500000 Penalty: 3414.938232
	Iteration 74Q: 3 clusters Score -3757378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3757381.000000 Penalty: 3414.938232
	Iteration 75Q: 3 clusters Score -3757381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3757377.250000 Penalty: 3414.938232
	Iteration 76Q: 3 clusters Score -3757377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3757381.500000 Penalty: 3414.938232
	Iteration 77Q: 3 clusters Score -3757382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3757377.250000 Penalty: 3414.938232
	Iteration 78Q: 3 clusters Score -3757377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3757380.250000 Penalty: 3414.938232
	Iteration 79Q: 3 clusters Score -3757380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3757378.250000 Penalty: 3414.938232
	Iteration 80F: 3 clusters Score -3757378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3757380.500000 Penalty: 3414.938232
	Iteration 81Q: 3 clusters Score -3757380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3757376.750000 Penalty: 3414.938232
	Iteration 82Q: 3 clusters Score -3757377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3757376.750000 Penalty: 3414.938232
	Iteration 83F: 3 clusters Score -3757377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (202839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202839 members 
Entering Unmasked Estep 
Score: -21314534.000000 Penalty: 1985.777344
	Iteration 0F: 2 clusters Score -2.131453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -21179984.000000 Penalty: 3971.554688
	Iteration 0F: 3 clusters Score -2.117998e+07 nChanged 98441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -21238464.000000 Penalty: 3971.554688
	Iteration 1F: 3 clusters Score -2.123846e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -21239202.000000 Penalty: 3971.554688
	Iteration 2Q: 3 clusters Score -2.12392e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -21240106.000000 Penalty: 3971.554688
	Iteration 3Q: 3 clusters Score -2.124011e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -21241644.000000 Penalty: 3971.554688
	Iteration 4Q: 3 clusters Score -2.124164e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -21244312.000000 Penalty: 3971.554688
	Iteration 5Q: 3 clusters Score -2.124431e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130265 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -21249534.000000 Penalty: 3971.554688
	Iteration 6F: 3 clusters Score -2.124953e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -21258870.000000 Penalty: 3971.554688
	Iteration 7F: 3 clusters Score -2.125887e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -21273800.000000 Penalty: 3971.554688
	Iteration 8F: 3 clusters Score -2.12738e+07 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180831 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -21291896.000000 Penalty: 3971.554688
	Iteration 9F: 3 clusters Score -2.12919e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194336 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -21305596.000000 Penalty: 3971.554688
	Iteration 10F: 3 clusters Score -2.13056e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200455 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -21310836.000000 Penalty: 3971.554688
	Iteration 11Q: 3 clusters Score -2.131084e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21312272.000000 Penalty: 3971.554688
	Iteration 12Q: 3 clusters Score -2.131227e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202598 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21312606.000000 Penalty: 3971.554688
	Iteration 13Q: 3 clusters Score -2.131261e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202670 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21312718.000000 Penalty: 3971.554688
	Iteration 14Q: 3 clusters Score -2.131272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202688 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21312764.000000 Penalty: 3971.554688
	Iteration 15Q: 3 clusters Score -2.131276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202691 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21312762.000000 Penalty: 3971.554688
	Iteration 16Q: 3 clusters Score -2.131276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202693 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21312782.000000 Penalty: 3971.554688
	Iteration 17Q: 3 clusters Score -2.131278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202695 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21312796.000000 Penalty: 3971.554688
	Iteration 18Q: 3 clusters Score -2.13128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202694 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21312802.000000 Penalty: 3971.554688
	Iteration 19Q: 3 clusters Score -2.13128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202696 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21312808.000000 Penalty: 3971.554688
	Iteration 20F: 3 clusters Score -2.131281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202695 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21312814.000000 Penalty: 3971.554688
	Iteration 21Q: 3 clusters Score -2.131281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202695 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21312814.000000 Penalty: 3971.554688
	Iteration 22F: 3 clusters Score -2.131281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Entering Unmasked Estep 
Score: -5022531.500000 Penalty: 1748.293945
	Iteration 0F: 2 clusters Score -5022532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4991013.500000 Penalty: 3496.587891
	Iteration 0F: 3 clusters Score -4991014 nChanged 21945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5003504.000000 Penalty: 3496.587891
	Iteration 1F: 3 clusters Score -5003504 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -5004054.500000 Penalty: 3496.587891
	Iteration 2Q: 3 clusters Score -5004054 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5004601.500000 Penalty: 3496.587891
	Iteration 3Q: 3 clusters Score -5004602 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5005233.500000 Penalty: 3496.587891
	Iteration 4Q: 3 clusters Score -5005234 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5006064.000000 Penalty: 3496.587891
	Iteration 5Q: 3 clusters Score -5006064 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5007205.000000 Penalty: 3496.587891
	Iteration 6F: 3 clusters Score -5007205 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5008939.500000 Penalty: 3496.587891
	Iteration 7F: 3 clusters Score -5008940 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5011274.500000 Penalty: 3496.587891
	Iteration 8F: 3 clusters Score -5011274 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5014129.000000 Penalty: 3496.587891
	Iteration 9F: 3 clusters Score -5014129 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5016633.500000 Penalty: 3496.587891
	Iteration 10F: 3 clusters Score -5016634 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5018445.500000 Penalty: 3496.587891
	Iteration 11Q: 3 clusters Score -5018446 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5019598.500000 Penalty: 3496.587891
	Iteration 12Q: 3 clusters Score -5019598 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5020219.000000 Penalty: 3496.587891
	Iteration 13Q: 3 clusters Score -5020219 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5020561.000000 Penalty: 3496.587891
	Iteration 14Q: 3 clusters Score -5020561 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5020741.500000 Penalty: 3496.587891
	Iteration 15Q: 3 clusters Score -5020742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -5020842.000000 Penalty: 3496.587891
	Iteration 16Q: 3 clusters Score -5020842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -5020928.500000 Penalty: 3496.587891
	Iteration 17Q: 3 clusters Score -5020928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -5020969.000000 Penalty: 3496.587891
	Iteration 18Q: 3 clusters Score -5020969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -5020998.500000 Penalty: 3496.587891
	Iteration 19Q: 3 clusters Score -5020998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5021040.000000 Penalty: 3496.587891
	Iteration 20F: 3 clusters Score -5021040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -5021058.500000 Penalty: 3496.587891
	Iteration 21Q: 3 clusters Score -5021058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -5021079.500000 Penalty: 3496.587891
	Iteration 22Q: 3 clusters Score -5021080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -5021103.000000 Penalty: 3496.587891
	Iteration 23Q: 3 clusters Score -5021103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5021112.500000 Penalty: 3496.587891
	Iteration 24Q: 3 clusters Score -5021112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5021122.000000 Penalty: 3496.587891
	Iteration 25Q: 3 clusters Score -5021122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -5021122.500000 Penalty: 3496.587891
	Iteration 26Q: 3 clusters Score -5021122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -5021121.000000 Penalty: 3496.587891
	Iteration 27Q: 3 clusters Score -5021121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -5021128.000000 Penalty: 3496.587891
	Iteration 28Q: 3 clusters Score -5021128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5021133.000000 Penalty: 3496.587891
	Iteration 29Q: 3 clusters Score -5021133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -5021141.000000 Penalty: 3496.587891
	Iteration 30Q: 3 clusters Score -5021141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -5021142.000000 Penalty: 3496.587891
	Iteration 31Q: 3 clusters Score -5021142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5021146.000000 Penalty: 3496.587891
	Iteration 32Q: 3 clusters Score -5021146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -5021147.500000 Penalty: 3496.587891
	Iteration 33Q: 3 clusters Score -5021148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5021154.500000 Penalty: 3496.587891
	Iteration 34Q: 3 clusters Score -5021154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -5021159.500000 Penalty: 3496.587891
	Iteration 35Q: 3 clusters Score -5021160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -5021163.500000 Penalty: 3496.587891
	Iteration 36Q: 3 clusters Score -5021164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -5021163.000000 Penalty: 3496.587891
	Iteration 37Q: 3 clusters Score -5021163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5021167.000000 Penalty: 3496.587891
	Iteration 38Q: 3 clusters Score -5021167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -5021165.000000 Penalty: 3496.587891
	Iteration 39Q: 3 clusters Score -5021165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5021163.000000 Penalty: 3496.587891
	Iteration 40F: 3 clusters Score -5021163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -5021169.500000 Penalty: 3496.587891
	Iteration 41Q: 3 clusters Score -5021170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -5021169.500000 Penalty: 3496.587891
	Iteration 42F: 3 clusters Score -5021170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Entering Unmasked Estep 
Score: -6874403.500000 Penalty: 1799.073486
	Iteration 0F: 2 clusters Score -6874404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6831392.500000 Penalty: 3598.146973
	Iteration 0F: 3 clusters Score -6831392 nChanged 30355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -6848939.500000 Penalty: 3598.146973
	Iteration 1F: 3 clusters Score -6848940 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6849886.500000 Penalty: 3598.146973
	Iteration 2Q: 3 clusters Score -6849886 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -6851219.000000 Penalty: 3598.146973
	Iteration 3Q: 3 clusters Score -6851219 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -6853620.000000 Penalty: 3598.146973
	Iteration 4F: 3 clusters Score -6853620 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -6857582.000000 Penalty: 3598.146973
	Iteration 5F: 3 clusters Score -6857582 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6862635.500000 Penalty: 3598.146973
	Iteration 6F: 3 clusters Score -6862636 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -6867362.000000 Penalty: 3598.146973
	Iteration 7F: 3 clusters Score -6867362 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -6870454.000000 Penalty: 3598.146973
	Iteration 8Q: 3 clusters Score -6870454 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -6871898.500000 Penalty: 3598.146973
	Iteration 9Q: 3 clusters Score -6871898 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -6872467.000000 Penalty: 3598.146973
	Iteration 10Q: 3 clusters Score -6872467 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -6872659.000000 Penalty: 3598.146973
	Iteration 11Q: 3 clusters Score -6872659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -6872763.500000 Penalty: 3598.146973
	Iteration 12Q: 3 clusters Score -6872764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -6872787.500000 Penalty: 3598.146973
	Iteration 13Q: 3 clusters Score -6872788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -6872817.000000 Penalty: 3598.146973
	Iteration 14Q: 3 clusters Score -6872817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -6872851.000000 Penalty: 3598.146973
	Iteration 15Q: 3 clusters Score -6872851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -6872859.000000 Penalty: 3598.146973
	Iteration 16Q: 3 clusters Score -6872859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -6872869.000000 Penalty: 3598.146973
	Iteration 17Q: 3 clusters Score -6872869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -6872874.000000 Penalty: 3598.146973
	Iteration 18Q: 3 clusters Score -6872874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -6872878.000000 Penalty: 3598.146973
	Iteration 19Q: 3 clusters Score -6872878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -6872880.500000 Penalty: 3598.146973
	Iteration 20F: 3 clusters Score -6872880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Entering Unmasked Estep 
Score: -3217507.000000 Penalty: 1675.486206
	Iteration 0F: 2 clusters Score -3217507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3197240.250000 Penalty: 3350.972412
	Iteration 0F: 3 clusters Score -3197240 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3205029.000000 Penalty: 3350.972412
	Iteration 1F: 3 clusters Score -3205029 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3205491.750000 Penalty: 3350.972412
	Iteration 2Q: 3 clusters Score -3205492 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3206050.000000 Penalty: 3350.972412
	Iteration 3Q: 3 clusters Score -3206050 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3206748.500000 Penalty: 3350.972412
	Iteration 4F: 3 clusters Score -3206748 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3207701.250000 Penalty: 3350.972412
	Iteration 5F: 3 clusters Score -3207701 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3209045.500000 Penalty: 3350.972412
	Iteration 6F: 3 clusters Score -3209046 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3210722.250000 Penalty: 3350.972412
	Iteration 7F: 3 clusters Score -3210722 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3212213.000000 Penalty: 3350.972412
	Iteration 8F: 3 clusters Score -3212213 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3213386.250000 Penalty: 3350.972412
	Iteration 9Q: 3 clusters Score -3213386 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3214147.000000 Penalty: 3350.972412
	Iteration 10Q: 3 clusters Score -3214147 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3214571.750000 Penalty: 3350.972412
	Iteration 11Q: 3 clusters Score -3214572 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3214855.750000 Penalty: 3350.972412
	Iteration 12Q: 3 clusters Score -3214856 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3215083.000000 Penalty: 3350.972412
	Iteration 13Q: 3 clusters Score -3215083 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3215237.250000 Penalty: 3350.972412
	Iteration 14Q: 3 clusters Score -3215237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3215352.750000 Penalty: 3350.972412
	Iteration 15Q: 3 clusters Score -3215353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3215440.500000 Penalty: 3350.972412
	Iteration 16Q: 3 clusters Score -3215440 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3215523.500000 Penalty: 3350.972412
	Iteration 17Q: 3 clusters Score -3215524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3215612.500000 Penalty: 3350.972412
	Iteration 18Q: 3 clusters Score -3215612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3215682.750000 Penalty: 3350.972412
	Iteration 19Q: 3 clusters Score -3215683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3215718.750000 Penalty: 3350.972412
	Iteration 20F: 3 clusters Score -3215719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3215766.500000 Penalty: 3350.972412
	Iteration 21Q: 3 clusters Score -3215766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3215799.750000 Penalty: 3350.972412
	Iteration 22Q: 3 clusters Score -3215800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3215849.250000 Penalty: 3350.972412
	Iteration 23Q: 3 clusters Score -3215849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3215905.000000 Penalty: 3350.972412
	Iteration 24Q: 3 clusters Score -3215905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3215934.000000 Penalty: 3350.972412
	Iteration 25Q: 3 clusters Score -3215934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3215961.000000 Penalty: 3350.972412
	Iteration 26Q: 3 clusters Score -3215961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3215979.250000 Penalty: 3350.972412
	Iteration 27Q: 3 clusters Score -3215979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3215998.750000 Penalty: 3350.972412
	Iteration 28Q: 3 clusters Score -3215999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3216022.000000 Penalty: 3350.972412
	Iteration 29Q: 3 clusters Score -3216022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3216027.750000 Penalty: 3350.972412
	Iteration 30Q: 3 clusters Score -3216028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3216041.250000 Penalty: 3350.972412
	Iteration 31Q: 3 clusters Score -3216041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3216049.500000 Penalty: 3350.972412
	Iteration 32Q: 3 clusters Score -3216050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3216058.500000 Penalty: 3350.972412
	Iteration 33Q: 3 clusters Score -3216058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3216054.250000 Penalty: 3350.972412
	Iteration 34Q: 3 clusters Score -3216054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3216059.750000 Penalty: 3350.972412
	Iteration 35Q: 3 clusters Score -3216060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3216071.500000 Penalty: 3350.972412
	Iteration 36Q: 3 clusters Score -3216072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3216077.500000 Penalty: 3350.972412
	Iteration 37Q: 3 clusters Score -3216078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3216077.500000 Penalty: 3350.972412
	Iteration 38Q: 3 clusters Score -3216078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3216093.000000 Penalty: 3350.972412
	Iteration 39Q: 3 clusters Score -3216093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3216094.000000 Penalty: 3350.972412
	Iteration 40F: 3 clusters Score -3216094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3216098.250000 Penalty: 3350.972412
	Iteration 41Q: 3 clusters Score -3216098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3216106.250000 Penalty: 3350.972412
	Iteration 42Q: 3 clusters Score -3216106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3216110.750000 Penalty: 3350.972412
	Iteration 43Q: 3 clusters Score -3216111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3216114.750000 Penalty: 3350.972412
	Iteration 44Q: 3 clusters Score -3216115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3216116.250000 Penalty: 3350.972412
	Iteration 45Q: 3 clusters Score -3216116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3216117.000000 Penalty: 3350.972412
	Iteration 46Q: 3 clusters Score -3216117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3216117.250000 Penalty: 3350.972412
	Iteration 47Q: 3 clusters Score -3216117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3216120.000000 Penalty: 3350.972412
	Iteration 48Q: 3 clusters Score -3216120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3216121.500000 Penalty: 3350.972412
	Iteration 49Q: 3 clusters Score -3216122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3216129.500000 Penalty: 3350.972412
	Iteration 50Q: 3 clusters Score -3216130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3216130.000000 Penalty: 3350.972412
	Iteration 51Q: 3 clusters Score -3216130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3216134.250000 Penalty: 3350.972412
	Iteration 52Q: 3 clusters Score -3216134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3216136.500000 Penalty: 3350.972412
	Iteration 53Q: 3 clusters Score -3216136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3216135.000000 Penalty: 3350.972412
	Iteration 54Q: 3 clusters Score -3216135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 3350.972412
	Iteration 55Q: 3 clusters Score -3216140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3216141.500000 Penalty: 3350.972412
	Iteration 56Q: 3 clusters Score -3216142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3216141.500000 Penalty: 3350.972412
	Iteration 57F: 3 clusters Score -3216142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Entering Unmasked Estep 
Score: -2094909.000000 Penalty: 1605.735107
	Iteration 0F: 2 clusters Score -2094909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2081518.375000 Penalty: 3211.470215
	Iteration 0F: 3 clusters Score -2081518 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2086361.125000 Penalty: 3211.470215
	Iteration 1F: 3 clusters Score -2086361 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2086668.500000 Penalty: 3211.470215
	Iteration 2Q: 3 clusters Score -2086668 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2086912.375000 Penalty: 3211.470215
	Iteration 3Q: 3 clusters Score -2086912 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2087140.375000 Penalty: 3211.470215
	Iteration 4Q: 3 clusters Score -2087140 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2087330.125000 Penalty: 3211.470215
	Iteration 5Q: 3 clusters Score -2087330 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2087524.375000 Penalty: 3211.470215
	Iteration 6Q: 3 clusters Score -2087524 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2087742.500000 Penalty: 3211.470215
	Iteration 7Q: 3 clusters Score -2087742 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2088004.625000 Penalty: 3211.470215
	Iteration 8Q: 3 clusters Score -2088005 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2088345.875000 Penalty: 3211.470215
	Iteration 9Q: 3 clusters Score -2088346 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2088769.375000 Penalty: 3211.470215
	Iteration 10Q: 3 clusters Score -2088769 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2089322.750000 Penalty: 3211.470215
	Iteration 11Q: 3 clusters Score -2089323 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2090005.000000 Penalty: 3211.470215
	Iteration 12Q: 3 clusters Score -2090005 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2090682.250000 Penalty: 3211.470215
	Iteration 13Q: 3 clusters Score -2090682 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2091227.625000 Penalty: 3211.470215
	Iteration 14Q: 3 clusters Score -2091228 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2091540.000000 Penalty: 3211.470215
	Iteration 15Q: 3 clusters Score -2091540 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2091766.750000 Penalty: 3211.470215
	Iteration 16Q: 3 clusters Score -2091767 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2091939.250000 Penalty: 3211.470215
	Iteration 17Q: 3 clusters Score -2091939 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2092079.750000 Penalty: 3211.470215
	Iteration 18Q: 3 clusters Score -2092080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2092197.250000 Penalty: 3211.470215
	Iteration 19Q: 3 clusters Score -2092197 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2092287.250000 Penalty: 3211.470215
	Iteration 20F: 3 clusters Score -2092287 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2092369.125000 Penalty: 3211.470215
	Iteration 21Q: 3 clusters Score -2092369 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2092426.875000 Penalty: 3211.470215
	Iteration 22Q: 3 clusters Score -2092427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2092470.125000 Penalty: 3211.470215
	Iteration 23Q: 3 clusters Score -2092470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2092505.875000 Penalty: 3211.470215
	Iteration 24Q: 3 clusters Score -2092506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2092544.750000 Penalty: 3211.470215
	Iteration 25Q: 3 clusters Score -2092545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2092587.875000 Penalty: 3211.470215
	Iteration 26Q: 3 clusters Score -2092588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2092634.125000 Penalty: 3211.470215
	Iteration 27Q: 3 clusters Score -2092634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2092672.000000 Penalty: 3211.470215
	Iteration 28Q: 3 clusters Score -2092672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2092702.625000 Penalty: 3211.470215
	Iteration 29Q: 3 clusters Score -2092703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2092746.125000 Penalty: 3211.470215
	Iteration 30Q: 3 clusters Score -2092746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2092775.375000 Penalty: 3211.470215
	Iteration 31Q: 3 clusters Score -2092775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2092807.625000 Penalty: 3211.470215
	Iteration 32Q: 3 clusters Score -2092808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2092839.250000 Penalty: 3211.470215
	Iteration 33Q: 3 clusters Score -2092839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2092872.500000 Penalty: 3211.470215
	Iteration 34Q: 3 clusters Score -2092872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2092905.000000 Penalty: 3211.470215
	Iteration 35Q: 3 clusters Score -2092905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2092928.250000 Penalty: 3211.470215
	Iteration 36Q: 3 clusters Score -2092928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2092954.250000 Penalty: 3211.470215
	Iteration 37Q: 3 clusters Score -2092954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2092981.625000 Penalty: 3211.470215
	Iteration 38Q: 3 clusters Score -2092982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2093008.250000 Penalty: 3211.470215
	Iteration 39Q: 3 clusters Score -2093008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2093038.000000 Penalty: 3211.470215
	Iteration 40F: 3 clusters Score -2093038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2093053.125000 Penalty: 3211.470215
	Iteration 41Q: 3 clusters Score -2093053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2093085.250000 Penalty: 3211.470215
	Iteration 42Q: 3 clusters Score -2093085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2093110.500000 Penalty: 3211.470215
	Iteration 43Q: 3 clusters Score -2093110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2093150.500000 Penalty: 3211.470215
	Iteration 44Q: 3 clusters Score -2093150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2093185.500000 Penalty: 3211.470215
	Iteration 45Q: 3 clusters Score -2093186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2093207.875000 Penalty: 3211.470215
	Iteration 46Q: 3 clusters Score -2093208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2093237.625000 Penalty: 3211.470215
	Iteration 47Q: 3 clusters Score -2093238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2093260.250000 Penalty: 3211.470215
	Iteration 48Q: 3 clusters Score -2093260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2093291.625000 Penalty: 3211.470215
	Iteration 49Q: 3 clusters Score -2093292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2093314.125000 Penalty: 3211.470215
	Iteration 50Q: 3 clusters Score -2093314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2093351.250000 Penalty: 3211.470215
	Iteration 51Q: 3 clusters Score -2093351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2093381.250000 Penalty: 3211.470215
	Iteration 52Q: 3 clusters Score -2093381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2093407.375000 Penalty: 3211.470215
	Iteration 53Q: 3 clusters Score -2093407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2093432.500000 Penalty: 3211.470215
	Iteration 54Q: 3 clusters Score -2093432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2093450.375000 Penalty: 3211.470215
	Iteration 55Q: 3 clusters Score -2093450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2093462.750000 Penalty: 3211.470215
	Iteration 56Q: 3 clusters Score -2093463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2093469.875000 Penalty: 3211.470215
	Iteration 57Q: 3 clusters Score -2093470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2093473.500000 Penalty: 3211.470215
	Iteration 58Q: 3 clusters Score -2093474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2093480.125000 Penalty: 3211.470215
	Iteration 59Q: 3 clusters Score -2093480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2093485.875000 Penalty: 3211.470215
	Iteration 60F: 3 clusters Score -2093486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2093491.000000 Penalty: 3211.470215
	Iteration 61Q: 3 clusters Score -2093491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2093500.875000 Penalty: 3211.470215
	Iteration 62Q: 3 clusters Score -2093501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2093506.500000 Penalty: 3211.470215
	Iteration 63Q: 3 clusters Score -2093506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2093509.875000 Penalty: 3211.470215
	Iteration 64Q: 3 clusters Score -2093510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2093522.625000 Penalty: 3211.470215
	Iteration 65Q: 3 clusters Score -2093523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2093526.500000 Penalty: 3211.470215
	Iteration 66Q: 3 clusters Score -2093526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2093529.125000 Penalty: 3211.470215
	Iteration 67Q: 3 clusters Score -2093529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2093529.250000 Penalty: 3211.470215
	Iteration 68Q: 3 clusters Score -2093529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2093529.500000 Penalty: 3211.470215
	Iteration 69Q: 3 clusters Score -2093530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2093529.500000 Penalty: 3211.470215
	Iteration 70F: 3 clusters Score -2093530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Entering Unmasked Estep 
Score: -5058202.000000 Penalty: 1750.319580
	Iteration 0F: 2 clusters Score -5058202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5026406.500000 Penalty: 3500.639160
	Iteration 0F: 3 clusters Score -5026406 nChanged 22259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5039207.000000 Penalty: 3500.639160
	Iteration 1F: 3 clusters Score -5039207 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5039989.000000 Penalty: 3500.639160
	Iteration 2Q: 3 clusters Score -5039989 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5041138.500000 Penalty: 3500.639160
	Iteration 3Q: 3 clusters Score -5041138 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5042689.000000 Penalty: 3500.639160
	Iteration 4F: 3 clusters Score -5042689 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5044511.500000 Penalty: 3500.639160
	Iteration 5F: 3 clusters Score -5044512 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5046332.000000 Penalty: 3500.639160
	Iteration 6F: 3 clusters Score -5046332 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -5047866.000000 Penalty: 3500.639160
	Iteration 7F: 3 clusters Score -5047866 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5049100.500000 Penalty: 3500.639160
	Iteration 8F: 3 clusters Score -5049100 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5049979.500000 Penalty: 3500.639160
	Iteration 9Q: 3 clusters Score -5049980 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5050557.000000 Penalty: 3500.639160
	Iteration 10Q: 3 clusters Score -5050557 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5050935.000000 Penalty: 3500.639160
	Iteration 11Q: 3 clusters Score -5050935 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -5051153.000000 Penalty: 3500.639160
	Iteration 12Q: 3 clusters Score -5051153 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5051347.000000 Penalty: 3500.639160
	Iteration 13Q: 3 clusters Score -5051347 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5051464.500000 Penalty: 3500.639160
	Iteration 14Q: 3 clusters Score -5051464 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5051568.000000 Penalty: 3500.639160
	Iteration 15Q: 3 clusters Score -5051568 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5051625.000000 Penalty: 3500.639160
	Iteration 16Q: 3 clusters Score -5051625 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5051709.500000 Penalty: 3500.639160
	Iteration 17Q: 3 clusters Score -5051710 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -5051748.000000 Penalty: 3500.639160
	Iteration 18Q: 3 clusters Score -5051748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5051775.500000 Penalty: 3500.639160
	Iteration 19Q: 3 clusters Score -5051776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5051809.000000 Penalty: 3500.639160
	Iteration 20F: 3 clusters Score -5051809 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5051842.500000 Penalty: 3500.639160
	Iteration 21Q: 3 clusters Score -5051842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5051881.500000 Penalty: 3500.639160
	Iteration 22Q: 3 clusters Score -5051882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5051882.000000 Penalty: 3500.639160
	Iteration 23Q: 3 clusters Score -5051882 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5051895.000000 Penalty: 3500.639160
	Iteration 24Q: 3 clusters Score -5051895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5051913.500000 Penalty: 3500.639160
	Iteration 25Q: 3 clusters Score -5051914 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5051923.000000 Penalty: 3500.639160
	Iteration 26Q: 3 clusters Score -5051923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5051939.000000 Penalty: 3500.639160
	Iteration 27Q: 3 clusters Score -5051939 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5051954.500000 Penalty: 3500.639160
	Iteration 28Q: 3 clusters Score -5051954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5051970.000000 Penalty: 3500.639160
	Iteration 29Q: 3 clusters Score -5051970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5051976.000000 Penalty: 3500.639160
	Iteration 30Q: 3 clusters Score -5051976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -5051996.500000 Penalty: 3500.639160
	Iteration 31Q: 3 clusters Score -5051996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -5052009.500000 Penalty: 3500.639160
	Iteration 32Q: 3 clusters Score -5052010 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5052024.500000 Penalty: 3500.639160
	Iteration 33Q: 3 clusters Score -5052024 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5052033.000000 Penalty: 3500.639160
	Iteration 34Q: 3 clusters Score -5052033 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5052057.500000 Penalty: 3500.639160
	Iteration 35Q: 3 clusters Score -5052058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5052081.500000 Penalty: 3500.639160
	Iteration 36Q: 3 clusters Score -5052082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5052121.500000 Penalty: 3500.639160
	Iteration 37Q: 3 clusters Score -5052122 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5052178.500000 Penalty: 3500.639160
	Iteration 38Q: 3 clusters Score -5052178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5052216.000000 Penalty: 3500.639160
	Iteration 39Q: 3 clusters Score -5052216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5052266.000000 Penalty: 3500.639160
	Iteration 40F: 3 clusters Score -5052266 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5052317.500000 Penalty: 3500.639160
	Iteration 41Q: 3 clusters Score -5052318 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5052391.000000 Penalty: 3500.639160
	Iteration 42Q: 3 clusters Score -5052391 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5052440.500000 Penalty: 3500.639160
	Iteration 43Q: 3 clusters Score -5052440 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5052478.000000 Penalty: 3500.639160
	Iteration 44Q: 3 clusters Score -5052478 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5052566.500000 Penalty: 3500.639160
	Iteration 45Q: 3 clusters Score -5052566 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5052604.000000 Penalty: 3500.639160
	Iteration 46Q: 3 clusters Score -5052604 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5052684.000000 Penalty: 3500.639160
	Iteration 47Q: 3 clusters Score -5052684 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5052756.000000 Penalty: 3500.639160
	Iteration 48Q: 3 clusters Score -5052756 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -5052867.500000 Penalty: 3500.639160
	Iteration 49Q: 3 clusters Score -5052868 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5052986.500000 Penalty: 3500.639160
	Iteration 50Q: 3 clusters Score -5052986 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5053094.500000 Penalty: 3500.639160
	Iteration 51Q: 3 clusters Score -5053094 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -5053221.500000 Penalty: 3500.639160
	Iteration 52Q: 3 clusters Score -5053222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5053401.000000 Penalty: 3500.639160
	Iteration 53Q: 3 clusters Score -5053401 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5053557.500000 Penalty: 3500.639160
	Iteration 54Q: 3 clusters Score -5053558 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5053727.500000 Penalty: 3500.639160
	Iteration 55Q: 3 clusters Score -5053728 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5053954.500000 Penalty: 3500.639160
	Iteration 56Q: 3 clusters Score -5053954 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5054175.000000 Penalty: 3500.639160
	Iteration 57Q: 3 clusters Score -5054175 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5054366.500000 Penalty: 3500.639160
	Iteration 58Q: 3 clusters Score -5054366 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5054572.000000 Penalty: 3500.639160
	Iteration 59Q: 3 clusters Score -5054572 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5054818.500000 Penalty: 3500.639160
	Iteration 60F: 3 clusters Score -5054818 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5055033.500000 Penalty: 3500.639160
	Iteration 61Q: 3 clusters Score -5055034 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5055244.000000 Penalty: 3500.639160
	Iteration 62Q: 3 clusters Score -5055244 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5055492.000000 Penalty: 3500.639160
	Iteration 63Q: 3 clusters Score -5055492 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5055714.000000 Penalty: 3500.639160
	Iteration 64Q: 3 clusters Score -5055714 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5055895.000000 Penalty: 3500.639160
	Iteration 65Q: 3 clusters Score -5055895 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5056044.500000 Penalty: 3500.639160
	Iteration 66Q: 3 clusters Score -5056044 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5056180.500000 Penalty: 3500.639160
	Iteration 67Q: 3 clusters Score -5056180 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5056306.000000 Penalty: 3500.639160
	Iteration 68Q: 3 clusters Score -5056306 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5056411.500000 Penalty: 3500.639160
	Iteration 69Q: 3 clusters Score -5056412 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5056492.000000 Penalty: 3500.639160
	Iteration 70Q: 3 clusters Score -5056492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5056556.000000 Penalty: 3500.639160
	Iteration 71Q: 3 clusters Score -5056556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5056589.500000 Penalty: 3500.639160
	Iteration 72Q: 3 clusters Score -5056590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5056606.000000 Penalty: 3500.639160
	Iteration 73Q: 3 clusters Score -5056606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5056621.000000 Penalty: 3500.639160
	Iteration 74Q: 3 clusters Score -5056621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5056637.000000 Penalty: 3500.639160
	Iteration 75Q: 3 clusters Score -5056637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5056647.000000 Penalty: 3500.639160
	Iteration 76Q: 3 clusters Score -5056647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5056660.500000 Penalty: 3500.639160
	Iteration 77Q: 3 clusters Score -5056660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5056679.000000 Penalty: 3500.639160
	Iteration 78Q: 3 clusters Score -5056679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5056688.500000 Penalty: 3500.639160
	Iteration 79Q: 3 clusters Score -5056688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5056702.000000 Penalty: 3500.639160
	Iteration 80F: 3 clusters Score -5056702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5056731.500000 Penalty: 3500.639160
	Iteration 81Q: 3 clusters Score -5056732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5056743.500000 Penalty: 3500.639160
	Iteration 82Q: 3 clusters Score -5056744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5056749.500000 Penalty: 3500.639160
	Iteration 83Q: 3 clusters Score -5056750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5056757.500000 Penalty: 3500.639160
	Iteration 84Q: 3 clusters Score -5056758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5056766.000000 Penalty: 3500.639160
	Iteration 85Q: 3 clusters Score -5056766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5056765.500000 Penalty: 3500.639160
	Iteration 86Q: 3 clusters Score -5056766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5056769.000000 Penalty: 3500.639160
	Iteration 87Q: 3 clusters Score -5056769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5056773.000000 Penalty: 3500.639160
	Iteration 88Q: 3 clusters Score -5056773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5056774.000000 Penalty: 3500.639160
	Iteration 89Q: 3 clusters Score -5056774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5056774.000000 Penalty: 3500.639160
	Iteration 90Q: 3 clusters Score -5056774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5056779.000000 Penalty: 3500.639160
	Iteration 91Q: 3 clusters Score -5056779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5056776.000000 Penalty: 3500.639160
	Iteration 92Q: 3 clusters Score -5056776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5056776.000000 Penalty: 3500.639160
	Iteration 93F: 3 clusters Score -5056776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Entering Unmasked Estep 
Score: -3746583.250000 Penalty: 1700.365723
	Iteration 0F: 2 clusters Score -3746583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3723014.000000 Penalty: 3400.731445
	Iteration 0F: 3 clusters Score -3723014 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3732046.000000 Penalty: 3400.731445
	Iteration 1F: 3 clusters Score -3732046 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3732477.500000 Penalty: 3400.731445
	Iteration 2Q: 3 clusters Score -3732478 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3732947.000000 Penalty: 3400.731445
	Iteration 3Q: 3 clusters Score -3732947 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3733554.750000 Penalty: 3400.731445
	Iteration 4Q: 3 clusters Score -3733555 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3734332.000000 Penalty: 3400.731445
	Iteration 5Q: 3 clusters Score -3734332 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3735362.750000 Penalty: 3400.731445
	Iteration 6F: 3 clusters Score -3735363 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3736582.750000 Penalty: 3400.731445
	Iteration 7F: 3 clusters Score -3736583 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3738015.000000 Penalty: 3400.731445
	Iteration 8F: 3 clusters Score -3738015 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3739360.750000 Penalty: 3400.731445
	Iteration 9F: 3 clusters Score -3739361 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3740217.500000 Penalty: 3400.731445
	Iteration 10Q: 3 clusters Score -3740218 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3740662.250000 Penalty: 3400.731445
	Iteration 11Q: 3 clusters Score -3740662 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3740886.250000 Penalty: 3400.731445
	Iteration 12Q: 3 clusters Score -3740886 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3741026.500000 Penalty: 3400.731445
	Iteration 13Q: 3 clusters Score -3741026 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3741157.500000 Penalty: 3400.731445
	Iteration 14Q: 3 clusters Score -3741158 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3741290.750000 Penalty: 3400.731445
	Iteration 15Q: 3 clusters Score -3741291 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3741392.500000 Penalty: 3400.731445
	Iteration 16Q: 3 clusters Score -3741392 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3741471.750000 Penalty: 3400.731445
	Iteration 17Q: 3 clusters Score -3741472 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3741545.750000 Penalty: 3400.731445
	Iteration 18Q: 3 clusters Score -3741546 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3741628.000000 Penalty: 3400.731445
	Iteration 19Q: 3 clusters Score -3741628 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3741695.000000 Penalty: 3400.731445
	Iteration 20F: 3 clusters Score -3741695 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3741742.000000 Penalty: 3400.731445
	Iteration 21Q: 3 clusters Score -3741742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3741789.500000 Penalty: 3400.731445
	Iteration 22Q: 3 clusters Score -3741790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3741840.750000 Penalty: 3400.731445
	Iteration 23Q: 3 clusters Score -3741841 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3741872.000000 Penalty: 3400.731445
	Iteration 24Q: 3 clusters Score -3741872 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3741922.250000 Penalty: 3400.731445
	Iteration 25Q: 3 clusters Score -3741922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3741969.000000 Penalty: 3400.731445
	Iteration 26Q: 3 clusters Score -3741969 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3741991.750000 Penalty: 3400.731445
	Iteration 27Q: 3 clusters Score -3741992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3742031.000000 Penalty: 3400.731445
	Iteration 28Q: 3 clusters Score -3742031 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3742079.000000 Penalty: 3400.731445
	Iteration 29Q: 3 clusters Score -3742079 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3742107.750000 Penalty: 3400.731445
	Iteration 30Q: 3 clusters Score -3742108 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3742159.500000 Penalty: 3400.731445
	Iteration 31Q: 3 clusters Score -3742160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3742198.000000 Penalty: 3400.731445
	Iteration 32Q: 3 clusters Score -3742198 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3742249.750000 Penalty: 3400.731445
	Iteration 33Q: 3 clusters Score -3742250 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3742313.250000 Penalty: 3400.731445
	Iteration 34Q: 3 clusters Score -3742313 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3742382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3742437.250000 Penalty: 3400.731445
	Iteration 36Q: 3 clusters Score -3742437 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3742493 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3742562.750000 Penalty: 3400.731445
	Iteration 38Q: 3 clusters Score -3742563 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3742623.000000 Penalty: 3400.731445
	Iteration 39Q: 3 clusters Score -3742623 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3742685.500000 Penalty: 3400.731445
	Iteration 40F: 3 clusters Score -3742686 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3742769.750000 Penalty: 3400.731445
	Iteration 41Q: 3 clusters Score -3742770 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3742857.500000 Penalty: 3400.731445
	Iteration 42Q: 3 clusters Score -3742858 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3742922.000000 Penalty: 3400.731445
	Iteration 43Q: 3 clusters Score -3742922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3743012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3743094.750000 Penalty: 3400.731445
	Iteration 45Q: 3 clusters Score -3743095 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3743176.750000 Penalty: 3400.731445
	Iteration 46Q: 3 clusters Score -3743177 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3743270.500000 Penalty: 3400.731445
	Iteration 47Q: 3 clusters Score -3743270 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3743367.500000 Penalty: 3400.731445
	Iteration 48Q: 3 clusters Score -3743368 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3743463.750000 Penalty: 3400.731445
	Iteration 49Q: 3 clusters Score -3743464 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3743543.000000 Penalty: 3400.731445
	Iteration 50Q: 3 clusters Score -3743543 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3743612.000000 Penalty: 3400.731445
	Iteration 51Q: 3 clusters Score -3743612 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3743711.250000 Penalty: 3400.731445
	Iteration 52Q: 3 clusters Score -3743711 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3743783 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3743834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3743893.250000 Penalty: 3400.731445
	Iteration 55Q: 3 clusters Score -3743893 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3743968 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3744013.250000 Penalty: 3400.731445
	Iteration 57Q: 3 clusters Score -3744013 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3744057.750000 Penalty: 3400.731445
	Iteration 58Q: 3 clusters Score -3744058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3744116.250000 Penalty: 3400.731445
	Iteration 59Q: 3 clusters Score -3744116 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3744197.750000 Penalty: 3400.731445
	Iteration 60F: 3 clusters Score -3744198 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3744281.500000 Penalty: 3400.731445
	Iteration 61Q: 3 clusters Score -3744282 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3744353.500000 Penalty: 3400.731445
	Iteration 62Q: 3 clusters Score -3744354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3744410.750000 Penalty: 3400.731445
	Iteration 63Q: 3 clusters Score -3744411 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3744487.000000 Penalty: 3400.731445
	Iteration 64Q: 3 clusters Score -3744487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3744544.500000 Penalty: 3400.731445
	Iteration 65Q: 3 clusters Score -3744544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3744588.750000 Penalty: 3400.731445
	Iteration 66Q: 3 clusters Score -3744589 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3744624.000000 Penalty: 3400.731445
	Iteration 67Q: 3 clusters Score -3744624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3744645.250000 Penalty: 3400.731445
	Iteration 68Q: 3 clusters Score -3744645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3744674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3744709.000000 Penalty: 3400.731445
	Iteration 70Q: 3 clusters Score -3744709 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3744724.250000 Penalty: 3400.731445
	Iteration 71Q: 3 clusters Score -3744724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3744748.250000 Penalty: 3400.731445
	Iteration 72Q: 3 clusters Score -3744748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3744756.500000 Penalty: 3400.731445
	Iteration 73Q: 3 clusters Score -3744756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3744776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3744805.500000 Penalty: 3400.731445
	Iteration 75Q: 3 clusters Score -3744806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3744817.500000 Penalty: 3400.731445
	Iteration 76Q: 3 clusters Score -3744818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3744846.750000 Penalty: 3400.731445
	Iteration 77Q: 3 clusters Score -3744847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3744862.500000 Penalty: 3400.731445
	Iteration 78Q: 3 clusters Score -3744862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3744881.000000 Penalty: 3400.731445
	Iteration 79Q: 3 clusters Score -3744881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3744899.250000 Penalty: 3400.731445
	Iteration 80F: 3 clusters Score -3744899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3744915.000000 Penalty: 3400.731445
	Iteration 81Q: 3 clusters Score -3744915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3744921.500000 Penalty: 3400.731445
	Iteration 82Q: 3 clusters Score -3744922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3744938.250000 Penalty: 3400.731445
	Iteration 83Q: 3 clusters Score -3744938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3744951.000000 Penalty: 3400.731445
	Iteration 84Q: 3 clusters Score -3744951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3744962.500000 Penalty: 3400.731445
	Iteration 85Q: 3 clusters Score -3744962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3744973.250000 Penalty: 3400.731445
	Iteration 86Q: 3 clusters Score -3744973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3744982.250000 Penalty: 3400.731445
	Iteration 87Q: 3 clusters Score -3744982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3744985.000000 Penalty: 3400.731445
	Iteration 88Q: 3 clusters Score -3744985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3744985.000000 Penalty: 3400.731445
	Iteration 89Q: 3 clusters Score -3744985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3744991.500000 Penalty: 3400.731445
	Iteration 90Q: 3 clusters Score -3744992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3745011.250000 Penalty: 3400.731445
	Iteration 91Q: 3 clusters Score -3745011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3745016.500000 Penalty: 3400.731445
	Iteration 92Q: 3 clusters Score -3745016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3745024.750000 Penalty: 3400.731445
	Iteration 93Q: 3 clusters Score -3745025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3745033.250000 Penalty: 3400.731445
	Iteration 94Q: 3 clusters Score -3745033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3745038.250000 Penalty: 3400.731445
	Iteration 95Q: 3 clusters Score -3745038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3745043.500000 Penalty: 3400.731445
	Iteration 96Q: 3 clusters Score -3745044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3745052.000000 Penalty: 3400.731445
	Iteration 97Q: 3 clusters Score -3745052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3745049.000000 Penalty: 3400.731445
	Iteration 98Q: 3 clusters Score -3745049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3745048.500000 Penalty: 3400.731445
	Iteration 99Q: 3 clusters Score -3745048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3745052.000000 Penalty: 3400.731445
	Iteration 100F: 3 clusters Score -3745052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3745057.750000 Penalty: 3400.731445
	Iteration 101Q: 3 clusters Score -3745058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3745058.500000 Penalty: 3400.731445
	Iteration 102Q: 3 clusters Score -3745058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3745060.750000 Penalty: 3400.731445
	Iteration 103Q: 3 clusters Score -3745061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3745072.500000 Penalty: 3400.731445
	Iteration 104Q: 3 clusters Score -3745072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3745064.750000 Penalty: 3400.731445
	Iteration 105Q: 3 clusters Score -3745065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3745065.750000 Penalty: 3400.731445
	Iteration 106Q: 3 clusters Score -3745066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3745067.250000 Penalty: 3400.731445
	Iteration 107Q: 3 clusters Score -3745067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3745066.750000 Penalty: 3400.731445
	Iteration 108Q: 3 clusters Score -3745067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3745070.250000 Penalty: 3400.731445
	Iteration 109Q: 3 clusters Score -3745070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3745074.250000 Penalty: 3400.731445
	Iteration 110Q: 3 clusters Score -3745074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3745074.750000 Penalty: 3400.731445
	Iteration 111Q: 3 clusters Score -3745075 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3745083.000000 Penalty: 3400.731445
	Iteration 112Q: 3 clusters Score -3745083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3745086.000000 Penalty: 3400.731445
	Iteration 113Q: 3 clusters Score -3745086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3745089.750000 Penalty: 3400.731445
	Iteration 114Q: 3 clusters Score -3745090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3745090.500000 Penalty: 3400.731445
	Iteration 115Q: 3 clusters Score -3745090 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3745095.750000 Penalty: 3400.731445
	Iteration 116Q: 3 clusters Score -3745096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3745096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3745106.000000 Penalty: 3400.731445
	Iteration 118Q: 3 clusters Score -3745106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3745102.250000 Penalty: 3400.731445
	Iteration 119Q: 3 clusters Score -3745102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3745103.000000 Penalty: 3400.731445
	Iteration 120F: 3 clusters Score -3745103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3745107.000000 Penalty: 3400.731445
	Iteration 121Q: 3 clusters Score -3745107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3745112.000000 Penalty: 3400.731445
	Iteration 122Q: 3 clusters Score -3745112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3745115.500000 Penalty: 3400.731445
	Iteration 123Q: 3 clusters Score -3745116 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3745114.750000 Penalty: 3400.731445
	Iteration 124Q: 3 clusters Score -3745115 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3745116 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3745120.750000 Penalty: 3400.731445
	Iteration 126Q: 3 clusters Score -3745121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3745121.750000 Penalty: 3400.731445
	Iteration 127Q: 3 clusters Score -3745122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3745118.000000 Penalty: 3400.731445
	Iteration 128Q: 3 clusters Score -3745118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3745117.750000 Penalty: 3400.731445
	Iteration 129Q: 3 clusters Score -3745118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3745117.750000 Penalty: 3400.731445
	Iteration 130F: 3 clusters Score -3745118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -521679.500000 Penalty: 1392.405029
	Iteration 0F: 2 clusters Score -521679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -517573.593750 Penalty: 2784.810059
	Iteration 0F: 3 clusters Score -517573.6 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -519096.250000 Penalty: 2784.810059
	Iteration 1F: 3 clusters Score -519096.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -519811.281250 Penalty: 2784.810059
	Iteration 2F: 3 clusters Score -519811.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -520555.468750 Penalty: 2784.810059
	Iteration 3F: 3 clusters Score -520555.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -521141.531250 Penalty: 2784.810059
	Iteration 4F: 3 clusters Score -521141.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -521423.312500 Penalty: 2784.810059
	Iteration 5F: 3 clusters Score -521423.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -521554.468750 Penalty: 2784.810059
	Iteration 6Q: 3 clusters Score -521554.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -521607.812500 Penalty: 2784.810059
	Iteration 7Q: 3 clusters Score -521607.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -521632.937500 Penalty: 2784.810059
	Iteration 8Q: 3 clusters Score -521632.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -521653.031250 Penalty: 2784.810059
	Iteration 9Q: 3 clusters Score -521653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -521665.406250 Penalty: 2784.810059
	Iteration 10Q: 3 clusters Score -521665.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -521676.125000 Penalty: 2784.810059
	Iteration 11Q: 3 clusters Score -521676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -521684.406250 Penalty: 2784.810059
	Iteration 12Q: 3 clusters Score -521684.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -521689.812500 Penalty: 2784.810059
	Iteration 13Q: 3 clusters Score -521689.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -521694.468750 Penalty: 2784.810059
	Iteration 14Q: 3 clusters Score -521694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -521697.500000 Penalty: 2784.810059
	Iteration 15Q: 3 clusters Score -521697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -521702.406250 Penalty: 2784.810059
	Iteration 16Q: 3 clusters Score -521702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -521703.875000 Penalty: 2784.810059
	Iteration 17Q: 3 clusters Score -521703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -521704.843750 Penalty: 2784.810059
	Iteration 18Q: 3 clusters Score -521704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -521705.437500 Penalty: 2784.810059
	Iteration 19Q: 3 clusters Score -521705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -521705.687500 Penalty: 2784.810059
	Iteration 20F: 3 clusters Score -521705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -521706.812500 Penalty: 2784.810059
	Iteration 21Q: 3 clusters Score -521706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -521707.156250 Penalty: 2784.810059
	Iteration 22Q: 3 clusters Score -521707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -521707.968750 Penalty: 2784.810059
	Iteration 23Q: 3 clusters Score -521708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -521708.031250 Penalty: 2784.810059
	Iteration 24Q: 3 clusters Score -521708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -521709.843750 Penalty: 2784.810059
	Iteration 25Q: 3 clusters Score -521709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -521709.843750 Penalty: 2784.810059
	Iteration 26F: 3 clusters Score -521709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 82391 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36589 members 
Mstep: Class 11 contains 202839 members 
Mstep: Class 12 contains 47039 members 
Mstep: Class 13 contains 64294 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35024 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 800 members 
Entering Unmasked Estep 
Score: -70216488.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70217288.000000 to -70216488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41815.046875 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41815.05 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42125.996094 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -42126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42336.433594 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42336.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42533.878906 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -42533.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -42592.691406 Penalty: 2028.089600
	Iteration 4F: 3 clusters Score -42592.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42603.085938 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42603.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42606.964844 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42606.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42606.964844 Penalty: 2028.089600
	Iteration 7F: 3 clusters Score -42606.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 82391 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36589 members 
Mstep: Class 11 contains 202839 members 
Mstep: Class 12 contains 47039 members 
Mstep: Class 13 contains 64294 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35024 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 239Q: 20 clusters Score -7.02172e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 82321 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23512 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36589 members 
Mstep: Class 11 contains 202902 members 
Mstep: Class 12 contains 47052 members 
Mstep: Class 13 contains 64290 members 
Mstep: Class 14 contains 30047 members 
Mstep: Class 15 contains 19563 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 35026 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 240F: 20 clusters Score -7.021713e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 82274 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23529 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36588 members 
Mstep: Class 11 contains 202943 members 
Mstep: Class 12 contains 47064 members 
Mstep: Class 13 contains 64287 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35025 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217096.000000 Penalty: 41459.531250
Iteration 241Q: 20 clusters Score -7.02171e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 82236 members 
Mstep: Class 3 contains 50366 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23535 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36586 members 
Mstep: Class 11 contains 203002 members 
Mstep: Class 12 contains 47063 members 
Mstep: Class 13 contains 64284 members 
Mstep: Class 14 contains 30042 members 
Mstep: Class 15 contains 19562 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35031 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217096.000000 Penalty: 41459.531250
Iteration 242Q: 20 clusters Score -7.02171e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 82196 members 
Mstep: Class 3 contains 50369 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23543 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36583 members 
Mstep: Class 11 contains 203057 members 
Mstep: Class 12 contains 47064 members 
Mstep: Class 13 contains 64281 members 
Mstep: Class 14 contains 30039 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 47630 members 
Mstep: Class 17 contains 35026 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 243Q: 20 clusters Score -7.021705e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 82175 members 
Mstep: Class 3 contains 50369 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23550 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36576 members 
Mstep: Class 11 contains 203105 members 
Mstep: Class 12 contains 47065 members 
Mstep: Class 13 contains 64284 members 
Mstep: Class 14 contains 30034 members 
Mstep: Class 15 contains 19561 members 
Mstep: Class 16 contains 47628 members 
Mstep: Class 17 contains 35025 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217136.000000 Penalty: 41459.531250
Iteration 244Q: 20 clusters Score -7.021714e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 82136 members 
Mstep: Class 3 contains 50368 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23554 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36570 members 
Mstep: Class 11 contains 203162 members 
Mstep: Class 12 contains 47066 members 
Mstep: Class 13 contains 64284 members 
Mstep: Class 14 contains 30031 members 
Mstep: Class 15 contains 19559 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 245Q: 20 clusters Score -7.021703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 82098 members 
Mstep: Class 3 contains 50367 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23556 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36567 members 
Mstep: Class 11 contains 203214 members 
Mstep: Class 12 contains 47068 members 
Mstep: Class 13 contains 64289 members 
Mstep: Class 14 contains 30027 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 47628 members 
Mstep: Class 17 contains 35026 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217136.000000 Penalty: 41459.531250
Iteration 246Q: 20 clusters Score -7.021714e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 82067 members 
Mstep: Class 3 contains 50365 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36558 members 
Mstep: Class 11 contains 203261 members 
Mstep: Class 12 contains 47071 members 
Mstep: Class 13 contains 64294 members 
Mstep: Class 14 contains 30017 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 35033 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 247Q: 20 clusters Score -7.021716e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 82037 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 23569 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36545 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 47067 members 
Mstep: Class 13 contains 64296 members 
Mstep: Class 14 contains 30013 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35035 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 248Q: 20 clusters Score -7.021707e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 81996 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 23573 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36537 members 
Mstep: Class 11 contains 203383 members 
Mstep: Class 12 contains 47069 members 
Mstep: Class 13 contains 64304 members 
Mstep: Class 14 contains 30007 members 
Mstep: Class 15 contains 19536 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 35036 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 249Q: 20 clusters Score -7.021713e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 81955 members 
Mstep: Class 3 contains 50363 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23573 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36532 members 
Mstep: Class 11 contains 203435 members 
Mstep: Class 12 contains 47081 members 
Mstep: Class 13 contains 64307 members 
Mstep: Class 14 contains 30004 members 
Mstep: Class 15 contains 19532 members 
Mstep: Class 16 contains 47628 members 
Mstep: Class 17 contains 35043 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 250Q: 20 clusters Score -7.021718e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 81928 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23578 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36531 members 
Mstep: Class 11 contains 203470 members 
Mstep: Class 12 contains 47083 members 
Mstep: Class 13 contains 64311 members 
Mstep: Class 14 contains 30000 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 35047 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217096.000000 Penalty: 41459.531250
Iteration 251Q: 20 clusters Score -7.02171e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 81898 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 23586 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 36528 members 
Mstep: Class 11 contains 203508 members 
Mstep: Class 12 contains 47082 members 
Mstep: Class 13 contains 64307 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 35046 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 252Q: 20 clusters Score -7.021707e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 81872 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 23594 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36524 members 
Mstep: Class 11 contains 203537 members 
Mstep: Class 12 contains 47086 members 
Mstep: Class 13 contains 64308 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35048 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 253Q: 20 clusters Score -7.021716e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 81847 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23601 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 36523 members 
Mstep: Class 11 contains 203543 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 64311 members 
Mstep: Class 14 contains 30005 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 47624 members 
Mstep: Class 17 contains 35051 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 254Q: 20 clusters Score -7.021719e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 81812 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 23606 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36525 members 
Mstep: Class 11 contains 203560 members 
Mstep: Class 12 contains 47099 members 
Mstep: Class 13 contains 64315 members 
Mstep: Class 14 contains 30003 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35054 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 255Q: 20 clusters Score -7.021722e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 81772 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 23610 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36523 members 
Mstep: Class 11 contains 203601 members 
Mstep: Class 12 contains 47104 members 
Mstep: Class 13 contains 64316 members 
Mstep: Class 14 contains 29999 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 256Q: 20 clusters Score -7.021719e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 81737 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23611 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36521 members 
Mstep: Class 11 contains 203652 members 
Mstep: Class 12 contains 47102 members 
Mstep: Class 13 contains 64319 members 
Mstep: Class 14 contains 29996 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 257Q: 20 clusters Score -7.021721e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 81707 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36524 members 
Mstep: Class 11 contains 203688 members 
Mstep: Class 12 contains 47096 members 
Mstep: Class 13 contains 64323 members 
Mstep: Class 14 contains 29990 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 258Q: 20 clusters Score -7.021724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 81673 members 
Mstep: Class 3 contains 50361 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36523 members 
Mstep: Class 11 contains 203735 members 
Mstep: Class 12 contains 47096 members 
Mstep: Class 13 contains 64328 members 
Mstep: Class 14 contains 29986 members 
Mstep: Class 15 contains 19537 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35068 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 259Q: 20 clusters Score -7.021724e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 81652 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36518 members 
Mstep: Class 11 contains 203780 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 13 contains 64323 members 
Mstep: Class 14 contains 29983 members 
Mstep: Class 15 contains 19531 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 35070 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 260F: 20 clusters Score -7.021726e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 81618 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 203827 members 
Mstep: Class 12 contains 47105 members 
Mstep: Class 13 contains 64333 members 
Mstep: Class 14 contains 29981 members 
Mstep: Class 15 contains 19522 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35073 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 261Q: 20 clusters Score -7.021729e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 81570 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 203880 members 
Mstep: Class 12 contains 47109 members 
Mstep: Class 13 contains 64338 members 
Mstep: Class 14 contains 29982 members 
Mstep: Class 15 contains 19513 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 35080 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 262Q: 20 clusters Score -7.021727e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 81504 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36513 members 
Mstep: Class 11 contains 203950 members 
Mstep: Class 12 contains 47110 members 
Mstep: Class 13 contains 64344 members 
Mstep: Class 14 contains 29979 members 
Mstep: Class 15 contains 19508 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 35083 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217304.000000 Penalty: 41459.531250
Iteration 263Q: 20 clusters Score -7.02173e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 81458 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23614 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36508 members 
Mstep: Class 11 contains 204001 members 
Mstep: Class 12 contains 47111 members 
Mstep: Class 13 contains 64350 members 
Mstep: Class 14 contains 29980 members 
Mstep: Class 15 contains 19504 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35091 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 264Q: 20 clusters Score -7.021728e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 81400 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36510 members 
Mstep: Class 11 contains 204054 members 
Mstep: Class 12 contains 47115 members 
Mstep: Class 13 contains 64359 members 
Mstep: Class 14 contains 29980 members 
Mstep: Class 15 contains 19502 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35093 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217384.000000 Penalty: 41459.531250
Iteration 265Q: 20 clusters Score -7.021738e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 81344 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36509 members 
Mstep: Class 11 contains 204096 members 
Mstep: Class 12 contains 47122 members 
Mstep: Class 13 contains 64368 members 
Mstep: Class 14 contains 29981 members 
Mstep: Class 15 contains 19500 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35100 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217384.000000 Penalty: 41459.531250
Iteration 266Q: 20 clusters Score -7.021738e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 81293 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36508 members 
Mstep: Class 11 contains 204143 members 
Mstep: Class 12 contains 47128 members 
Mstep: Class 13 contains 64376 members 
Mstep: Class 14 contains 29984 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 47614 members 
Mstep: Class 17 contains 35103 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217416.000000 Penalty: 41459.531250
Iteration 267Q: 20 clusters Score -7.021742e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 81244 members 
Mstep: Class 3 contains 50357 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23622 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36505 members 
Mstep: Class 11 contains 204188 members 
Mstep: Class 12 contains 47140 members 
Mstep: Class 13 contains 64382 members 
Mstep: Class 14 contains 29982 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 47611 members 
Mstep: Class 17 contains 35110 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217504.000000 Penalty: 41459.531250
Iteration 268Q: 20 clusters Score -7.02175e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 81194 members 
Mstep: Class 3 contains 50356 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23622 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36503 members 
Mstep: Class 11 contains 204240 members 
Mstep: Class 12 contains 47151 members 
Mstep: Class 13 contains 64388 members 
Mstep: Class 14 contains 29980 members 
Mstep: Class 15 contains 19497 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 35112 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217480.000000 Penalty: 41459.531250
Iteration 269Q: 20 clusters Score -7.021748e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 81153 members 
Mstep: Class 3 contains 50356 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36505 members 
Mstep: Class 11 contains 204292 members 
Mstep: Class 12 contains 47153 members 
Mstep: Class 13 contains 64393 members 
Mstep: Class 14 contains 29975 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 47609 members 
Mstep: Class 17 contains 35116 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217464.000000 Penalty: 41459.531250
Iteration 270Q: 20 clusters Score -7.021746e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 81109 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36507 members 
Mstep: Class 11 contains 204334 members 
Mstep: Class 12 contains 47162 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 19500 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 35119 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217408.000000 Penalty: 41459.531250
Iteration 271Q: 20 clusters Score -7.021741e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 81068 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36507 members 
Mstep: Class 11 contains 204385 members 
Mstep: Class 12 contains 47169 members 
Mstep: Class 13 contains 64402 members 
Mstep: Class 14 contains 29968 members 
Mstep: Class 15 contains 19501 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35121 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217336.000000 Penalty: 41459.531250
Iteration 272Q: 20 clusters Score -7.021734e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 81030 members 
Mstep: Class 3 contains 50353 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36508 members 
Mstep: Class 11 contains 204443 members 
Mstep: Class 12 contains 47171 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29967 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35124 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217376.000000 Penalty: 41459.531250
Iteration 273Q: 20 clusters Score -7.021738e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 80992 members 
Mstep: Class 3 contains 50353 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36510 members 
Mstep: Class 11 contains 204494 members 
Mstep: Class 12 contains 47178 members 
Mstep: Class 13 contains 64401 members 
Mstep: Class 14 contains 29965 members 
Mstep: Class 15 contains 19496 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35121 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217424.000000 Penalty: 41459.531250
Iteration 274Q: 20 clusters Score -7.021742e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 80968 members 
Mstep: Class 3 contains 50352 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36509 members 
Mstep: Class 11 contains 204525 members 
Mstep: Class 12 contains 47180 members 
Mstep: Class 13 contains 64404 members 
Mstep: Class 14 contains 29966 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35123 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217416.000000 Penalty: 41459.531250
Iteration 275Q: 20 clusters Score -7.021742e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 80946 members 
Mstep: Class 3 contains 50349 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36511 members 
Mstep: Class 11 contains 204559 members 
Mstep: Class 12 contains 47187 members 
Mstep: Class 13 contains 64401 members 
Mstep: Class 14 contains 29963 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35126 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217408.000000 Penalty: 41459.531250
Iteration 276Q: 20 clusters Score -7.021741e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 80930 members 
Mstep: Class 3 contains 50349 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36512 members 
Mstep: Class 11 contains 204594 members 
Mstep: Class 12 contains 47188 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29959 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 47607 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217336.000000 Penalty: 41459.531250
Iteration 277Q: 20 clusters Score -7.021734e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 80924 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23618 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36510 members 
Mstep: Class 11 contains 204626 members 
Mstep: Class 12 contains 47184 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19491 members 
Mstep: Class 16 contains 47605 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217336.000000 Penalty: 41459.531250
Iteration 278Q: 20 clusters Score -7.021734e+07 nChanged 111
Entering ConstructFrom: 
Score: -70217336.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (18306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Entering Unmasked Estep 
Score: -1951268.500000 Penalty: 1594.934937
	Iteration 0F: 2 clusters Score -1951268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1938735.625000 Penalty: 3189.869873
	Iteration 0F: 3 clusters Score -1938736 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1943346.250000 Penalty: 3189.869873
	Iteration 1F: 3 clusters Score -1943346 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1943655.500000 Penalty: 3189.869873
	Iteration 2Q: 3 clusters Score -1943656 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1943936.625000 Penalty: 3189.869873
	Iteration 3Q: 3 clusters Score -1943937 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1944224.000000 Penalty: 3189.869873
	Iteration 4Q: 3 clusters Score -1944224 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1944547.250000 Penalty: 3189.869873
	Iteration 5Q: 3 clusters Score -1944547 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1944906.250000 Penalty: 3189.869873
	Iteration 6Q: 3 clusters Score -1944906 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1945402.625000 Penalty: 3189.869873
	Iteration 7Q: 3 clusters Score -1945403 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1946080.125000 Penalty: 3189.869873
	Iteration 8F: 3 clusters Score -1946080 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1946895.000000 Penalty: 3189.869873
	Iteration 9F: 3 clusters Score -1946895 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1947742.875000 Penalty: 3189.869873
	Iteration 10F: 3 clusters Score -1947743 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1948445.875000 Penalty: 3189.869873
	Iteration 11F: 3 clusters Score -1948446 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1948978.125000 Penalty: 3189.869873
	Iteration 12Q: 3 clusters Score -1948978 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1949366.375000 Penalty: 3189.869873
	Iteration 13Q: 3 clusters Score -1949366 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1949594.625000 Penalty: 3189.869873
	Iteration 14Q: 3 clusters Score -1949595 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1949715.000000 Penalty: 3189.869873
	Iteration 15Q: 3 clusters Score -1949715 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1949827.375000 Penalty: 3189.869873
	Iteration 16Q: 3 clusters Score -1949827 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1949887.125000 Penalty: 3189.869873
	Iteration 17Q: 3 clusters Score -1949887 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1949937.625000 Penalty: 3189.869873
	Iteration 18Q: 3 clusters Score -1949938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1949966.375000 Penalty: 3189.869873
	Iteration 19Q: 3 clusters Score -1949966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1949993.250000 Penalty: 3189.869873
	Iteration 20F: 3 clusters Score -1949993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1950023.125000 Penalty: 3189.869873
	Iteration 21Q: 3 clusters Score -1950023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1950037.625000 Penalty: 3189.869873
	Iteration 22Q: 3 clusters Score -1950038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1950053.125000 Penalty: 3189.869873
	Iteration 23Q: 3 clusters Score -1950053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1950065.250000 Penalty: 3189.869873
	Iteration 24Q: 3 clusters Score -1950065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1950086.000000 Penalty: 3189.869873
	Iteration 25Q: 3 clusters Score -1950086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1950100.500000 Penalty: 3189.869873
	Iteration 26Q: 3 clusters Score -1950100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1950118.875000 Penalty: 3189.869873
	Iteration 27Q: 3 clusters Score -1950119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1950127.500000 Penalty: 3189.869873
	Iteration 28Q: 3 clusters Score -1950128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1950130.500000 Penalty: 3189.869873
	Iteration 29Q: 3 clusters Score -1950130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1950135.750000 Penalty: 3189.869873
	Iteration 30Q: 3 clusters Score -1950136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1950139.000000 Penalty: 3189.869873
	Iteration 31Q: 3 clusters Score -1950139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1950147.375000 Penalty: 3189.869873
	Iteration 32Q: 3 clusters Score -1950147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1950145.625000 Penalty: 3189.869873
	Iteration 33Q: 3 clusters Score -1950146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1950157.875000 Penalty: 3189.869873
	Iteration 34Q: 3 clusters Score -1950158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1950161.125000 Penalty: 3189.869873
	Iteration 35Q: 3 clusters Score -1950161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1950167.375000 Penalty: 3189.869873
	Iteration 36Q: 3 clusters Score -1950167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1950168.875000 Penalty: 3189.869873
	Iteration 37Q: 3 clusters Score -1950169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1950175.750000 Penalty: 3189.869873
	Iteration 38Q: 3 clusters Score -1950176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1950175.000000 Penalty: 3189.869873
	Iteration 39Q: 3 clusters Score -1950175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1950181.500000 Penalty: 3189.869873
	Iteration 40F: 3 clusters Score -1950182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1950180.125000 Penalty: 3189.869873
	Iteration 41Q: 3 clusters Score -1950180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1950182.875000 Penalty: 3189.869873
	Iteration 42Q: 3 clusters Score -1950183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1950184.875000 Penalty: 3189.869873
	Iteration 43Q: 3 clusters Score -1950185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1950185.375000 Penalty: 3189.869873
	Iteration 44Q: 3 clusters Score -1950185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1950189.125000 Penalty: 3189.869873
	Iteration 45Q: 3 clusters Score -1950189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1950188.625000 Penalty: 3189.869873
	Iteration 46Q: 3 clusters Score -1950189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1950186.125000 Penalty: 3189.869873
	Iteration 47Q: 3 clusters Score -1950186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1950186.750000 Penalty: 3189.869873
	Iteration 48Q: 3 clusters Score -1950187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1950188.875000 Penalty: 3189.869873
	Iteration 49Q: 3 clusters Score -1950189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1950189.125000 Penalty: 3189.869873
	Iteration 50Q: 3 clusters Score -1950189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1950187.250000 Penalty: 3189.869873
	Iteration 51Q: 3 clusters Score -1950187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1950190.125000 Penalty: 3189.869873
	Iteration 52Q: 3 clusters Score -1950190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1950193.625000 Penalty: 3189.869873
	Iteration 53Q: 3 clusters Score -1950194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1950194.875000 Penalty: 3189.869873
	Iteration 54Q: 3 clusters Score -1950195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1950195.000000 Penalty: 3189.869873
	Iteration 55Q: 3 clusters Score -1950195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1950196.875000 Penalty: 3189.869873
	Iteration 56Q: 3 clusters Score -1950197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1950203.625000 Penalty: 3189.869873
	Iteration 57Q: 3 clusters Score -1950204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1950203.250000 Penalty: 3189.869873
	Iteration 58Q: 3 clusters Score -1950203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1950209.375000 Penalty: 3189.869873
	Iteration 59Q: 3 clusters Score -1950209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1950207.750000 Penalty: 3189.869873
	Iteration 60F: 3 clusters Score -1950208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1950210.750000 Penalty: 3189.869873
	Iteration 61Q: 3 clusters Score -1950211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1950213.500000 Penalty: 3189.869873
	Iteration 62Q: 3 clusters Score -1950214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1950216.875000 Penalty: 3189.869873
	Iteration 63Q: 3 clusters Score -1950217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1950221.625000 Penalty: 3189.869873
	Iteration 64Q: 3 clusters Score -1950222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1950218.375000 Penalty: 3189.869873
	Iteration 65Q: 3 clusters Score -1950218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1950220.000000 Penalty: 3189.869873
	Iteration 66Q: 3 clusters Score -1950220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1950225.000000 Penalty: 3189.869873
	Iteration 67Q: 3 clusters Score -1950225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1950223.125000 Penalty: 3189.869873
	Iteration 68Q: 3 clusters Score -1950223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1950222.500000 Penalty: 3189.869873
	Iteration 69Q: 3 clusters Score -1950222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1950227.500000 Penalty: 3189.869873
	Iteration 70Q: 3 clusters Score -1950228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1950223.875000 Penalty: 3189.869873
	Iteration 71Q: 3 clusters Score -1950224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1950226.500000 Penalty: 3189.869873
	Iteration 72Q: 3 clusters Score -1950226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1950227.250000 Penalty: 3189.869873
	Iteration 73Q: 3 clusters Score -1950227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1950228.000000 Penalty: 3189.869873
	Iteration 74Q: 3 clusters Score -1950228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1950228.000000 Penalty: 3189.869873
	Iteration 75F: 3 clusters Score -1950228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Entering Unmasked Estep 
Score: -8581002.000000 Penalty: 1836.425659
	Iteration 0F: 2 clusters Score -8581002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8527296.000000 Penalty: 3672.851318
	Iteration 0F: 3 clusters Score -8527296 nChanged 38435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8549570.000000 Penalty: 3672.851318
	Iteration 1F: 3 clusters Score -8549570 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8550112.000000 Penalty: 3672.851318
	Iteration 2Q: 3 clusters Score -8550112 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -8550538.000000 Penalty: 3672.851318
	Iteration 3Q: 3 clusters Score -8550538 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -8551103.000000 Penalty: 3672.851318
	Iteration 4Q: 3 clusters Score -8551103 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -8551848.000000 Penalty: 3672.851318
	Iteration 5Q: 3 clusters Score -8551848 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -8552949.000000 Penalty: 3672.851318
	Iteration 6Q: 3 clusters Score -8552949 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -8554848.000000 Penalty: 3672.851318
	Iteration 7Q: 3 clusters Score -8554848 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -8557994.000000 Penalty: 3672.851318
	Iteration 8F: 3 clusters Score -8557994 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -8562822.000000 Penalty: 3672.851318
	Iteration 9F: 3 clusters Score -8562822 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -8568853.000000 Penalty: 3672.851318
	Iteration 10F: 3 clusters Score -8568853 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -8574168.000000 Penalty: 3672.851318
	Iteration 11F: 3 clusters Score -8574168 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8577272.000000 Penalty: 3672.851318
	Iteration 12Q: 3 clusters Score -8577272 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8578691.000000 Penalty: 3672.851318
	Iteration 13Q: 3 clusters Score -8578691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8579137.000000 Penalty: 3672.851318
	Iteration 14Q: 3 clusters Score -8579137 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8579269.000000 Penalty: 3672.851318
	Iteration 15Q: 3 clusters Score -8579269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8579320.000000 Penalty: 3672.851318
	Iteration 16Q: 3 clusters Score -8579320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8579344.000000 Penalty: 3672.851318
	Iteration 17Q: 3 clusters Score -8579344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8579361.000000 Penalty: 3672.851318
	Iteration 18Q: 3 clusters Score -8579361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8579372.000000 Penalty: 3672.851318
	Iteration 19Q: 3 clusters Score -8579372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8579378.000000 Penalty: 3672.851318
	Iteration 20F: 3 clusters Score -8579378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8579385.000000 Penalty: 3672.851318
	Iteration 21Q: 3 clusters Score -8579385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8579393.000000 Penalty: 3672.851318
	Iteration 22Q: 3 clusters Score -8579393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8579395.000000 Penalty: 3672.851318
	Iteration 23Q: 3 clusters Score -8579395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8579395.000000 Penalty: 3672.851318
	Iteration 24Q: 3 clusters Score -8579395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8579393.000000 Penalty: 3672.851318
	Iteration 25Q: 3 clusters Score -8579393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8579391.000000 Penalty: 3672.851318
	Iteration 26Q: 3 clusters Score -8579391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8579395.000000 Penalty: 3672.851318
	Iteration 27Q: 3 clusters Score -8579395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8579395.000000 Penalty: 3672.851318
	Iteration 28F: 3 clusters Score -8579395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Entering Unmasked Estep 
Score: -5394538.000000 Penalty: 1759.334595
	Iteration 0F: 2 clusters Score -5394538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5360773.000000 Penalty: 3518.669189
	Iteration 0F: 3 clusters Score -5360773 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5374349.500000 Penalty: 3518.669189
	Iteration 1F: 3 clusters Score -5374350 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5374931.500000 Penalty: 3518.669189
	Iteration 2Q: 3 clusters Score -5374932 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5375869.000000 Penalty: 3518.669189
	Iteration 3Q: 3 clusters Score -5375869 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5377372.000000 Penalty: 3518.669189
	Iteration 4F: 3 clusters Score -5377372 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5379901.000000 Penalty: 3518.669189
	Iteration 5F: 3 clusters Score -5379901 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5383694.500000 Penalty: 3518.669189
	Iteration 6F: 3 clusters Score -5383694 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5387912.000000 Penalty: 3518.669189
	Iteration 7F: 3 clusters Score -5387912 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5390902.500000 Penalty: 3518.669189
	Iteration 8F: 3 clusters Score -5390902 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5392327.500000 Penalty: 3518.669189
	Iteration 9Q: 3 clusters Score -5392328 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5392929.500000 Penalty: 3518.669189
	Iteration 10Q: 3 clusters Score -5392930 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5393197.000000 Penalty: 3518.669189
	Iteration 11Q: 3 clusters Score -5393197 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5393349.000000 Penalty: 3518.669189
	Iteration 12Q: 3 clusters Score -5393349 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5393471.500000 Penalty: 3518.669189
	Iteration 13Q: 3 clusters Score -5393472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5393568.500000 Penalty: 3518.669189
	Iteration 14Q: 3 clusters Score -5393568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5393612.500000 Penalty: 3518.669189
	Iteration 15Q: 3 clusters Score -5393612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5393651.500000 Penalty: 3518.669189
	Iteration 16Q: 3 clusters Score -5393652 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5393690.500000 Penalty: 3518.669189
	Iteration 17Q: 3 clusters Score -5393690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5393698.500000 Penalty: 3518.669189
	Iteration 18Q: 3 clusters Score -5393698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5393713.500000 Penalty: 3518.669189
	Iteration 19Q: 3 clusters Score -5393714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5393729.500000 Penalty: 3518.669189
	Iteration 20F: 3 clusters Score -5393730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5393733.500000 Penalty: 3518.669189
	Iteration 21Q: 3 clusters Score -5393734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5393744.500000 Penalty: 3518.669189
	Iteration 22Q: 3 clusters Score -5393744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5393757.500000 Penalty: 3518.669189
	Iteration 23Q: 3 clusters Score -5393758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5393762.500000 Penalty: 3518.669189
	Iteration 24Q: 3 clusters Score -5393762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5393760.000000 Penalty: 3518.669189
	Iteration 25Q: 3 clusters Score -5393760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5393757.500000 Penalty: 3518.669189
	Iteration 26Q: 3 clusters Score -5393758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5393756.000000 Penalty: 3518.669189
	Iteration 27Q: 3 clusters Score -5393756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5393757.500000 Penalty: 3518.669189
	Iteration 28Q: 3 clusters Score -5393758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5393757.000000 Penalty: 3518.669189
	Iteration 29Q: 3 clusters Score -5393757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5393760.500000 Penalty: 3518.669189
	Iteration 30Q: 3 clusters Score -5393760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5393764.500000 Penalty: 3518.669189
	Iteration 31Q: 3 clusters Score -5393764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5393762.000000 Penalty: 3518.669189
	Iteration 32Q: 3 clusters Score -5393762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5393762.000000 Penalty: 3518.669189
	Iteration 33Q: 3 clusters Score -5393762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5393760.000000 Penalty: 3518.669189
	Iteration 34Q: 3 clusters Score -5393760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5393763.500000 Penalty: 3518.669189
	Iteration 35Q: 3 clusters Score -5393764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5393772.500000 Penalty: 3518.669189
	Iteration 36Q: 3 clusters Score -5393772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5393772.500000 Penalty: 3518.669189
	Iteration 37Q: 3 clusters Score -5393772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5393770.500000 Penalty: 3518.669189
	Iteration 38Q: 3 clusters Score -5393770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5393777.500000 Penalty: 3518.669189
	Iteration 39Q: 3 clusters Score -5393778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5393781.500000 Penalty: 3518.669189
	Iteration 40F: 3 clusters Score -5393782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5393777.500000 Penalty: 3518.669189
	Iteration 41Q: 3 clusters Score -5393778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5393783.500000 Penalty: 3518.669189
	Iteration 42Q: 3 clusters Score -5393784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5393790.000000 Penalty: 3518.669189
	Iteration 43Q: 3 clusters Score -5393790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5393783.000000 Penalty: 3518.669189
	Iteration 44Q: 3 clusters Score -5393783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5393792.000000 Penalty: 3518.669189
	Iteration 45Q: 3 clusters Score -5393792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5393793.500000 Penalty: 3518.669189
	Iteration 46Q: 3 clusters Score -5393794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5393788.500000 Penalty: 3518.669189
	Iteration 47Q: 3 clusters Score -5393788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5393795.000000 Penalty: 3518.669189
	Iteration 48Q: 3 clusters Score -5393795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5393800.000000 Penalty: 3518.669189
	Iteration 49Q: 3 clusters Score -5393800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5393806.500000 Penalty: 3518.669189
	Iteration 50Q: 3 clusters Score -5393806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5393805.000000 Penalty: 3518.669189
	Iteration 51Q: 3 clusters Score -5393805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5393802.500000 Penalty: 3518.669189
	Iteration 52Q: 3 clusters Score -5393802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5393804.500000 Penalty: 3518.669189
	Iteration 53Q: 3 clusters Score -5393804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5393809.500000 Penalty: 3518.669189
	Iteration 54Q: 3 clusters Score -5393810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5393807.500000 Penalty: 3518.669189
	Iteration 55Q: 3 clusters Score -5393808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5393809.500000 Penalty: 3518.669189
	Iteration 56Q: 3 clusters Score -5393810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5393807.000000 Penalty: 3518.669189
	Iteration 57Q: 3 clusters Score -5393807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5393805.500000 Penalty: 3518.669189
	Iteration 58Q: 3 clusters Score -5393806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5393802.500000 Penalty: 3518.669189
	Iteration 59Q: 3 clusters Score -5393802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5393803.000000 Penalty: 3518.669189
	Iteration 60F: 3 clusters Score -5393803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24698.779297 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24698.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24829.644531 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24829.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24897.720703 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -24897.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24942.451172 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -24942.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24958.978516 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24958.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24976.976562 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -24976.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24989.744141 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -24989.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24997.476562 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -24997.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25027.998047 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -25028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25058.548828 Penalty: 1839.331665
	Iteration 9Q: 3 clusters Score -25058.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25069.476562 Penalty: 1839.331665
	Iteration 10Q: 3 clusters Score -25069.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25069.476562 Penalty: 1839.331665
	Iteration 11F: 3 clusters Score -25069.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -375778.187500 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -375778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -372621.343750 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -372621.3 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -373408.718750 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -373408.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -373565.625000 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -373565.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -373662.000000 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -373662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -373727.718750 Penalty: 2671.193604
	Iteration 4Q: 3 clusters Score -373727.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -373783.625000 Penalty: 2671.193604
	Iteration 5Q: 3 clusters Score -373783.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -373833.625000 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -373833.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -373887.687500 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -373887.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -373956.406250 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -373956.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -374038.781250 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -374038.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -374121.500000 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -374121.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -374204.375000 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -374204.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -374341.843750 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -374341.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -374478.125000 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -374478.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -374614.781250 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -374614.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -374714.000000 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -374714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -374781.687500 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -374781.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -374816.218750 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -374816.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -374850.718750 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -374850.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -374881.531250 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -374881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -374894.562500 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -374894.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -374906.343750 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -374906.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -374917.781250 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -374917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -374924.812500 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -374924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -374928.343750 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -374928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -374931.906250 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -374931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -374937.000000 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -374937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -374940.812500 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -374940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -374942.625000 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -374942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -374942.937500 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -374942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -374943.625000 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -374943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -374944.312500 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -374944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -374945.031250 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -374945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -374945.031250 Penalty: 2671.193604
	Iteration 33F: 3 clusters Score -374945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -756045.937500 Penalty: 1447.421021
	Iteration 0F: 2 clusters Score -756045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -750555.625000 Penalty: 2894.842041
	Iteration 0F: 3 clusters Score -750555.6 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -752291.187500 Penalty: 2894.842041
	Iteration 1F: 3 clusters Score -752291.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -752505.750000 Penalty: 2894.842041
	Iteration 2F: 3 clusters Score -752505.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -752668.562500 Penalty: 2894.842041
	Iteration 3Q: 3 clusters Score -752668.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -752845.062500 Penalty: 2894.842041
	Iteration 4Q: 3 clusters Score -752845.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -753043.937500 Penalty: 2894.842041
	Iteration 5Q: 3 clusters Score -753043.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -753307.625000 Penalty: 2894.842041
	Iteration 6F: 3 clusters Score -753307.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -753610.687500 Penalty: 2894.842041
	Iteration 7F: 3 clusters Score -753610.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -753919.500000 Penalty: 2894.842041
	Iteration 8F: 3 clusters Score -753919.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -754224.187500 Penalty: 2894.842041
	Iteration 9F: 3 clusters Score -754224.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -754494.437500 Penalty: 2894.842041
	Iteration 10Q: 3 clusters Score -754494.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -754714.500000 Penalty: 2894.842041
	Iteration 11Q: 3 clusters Score -754714.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -754854.062500 Penalty: 2894.842041
	Iteration 12Q: 3 clusters Score -754854.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -754931.750000 Penalty: 2894.842041
	Iteration 13Q: 3 clusters Score -754931.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -754978.500000 Penalty: 2894.842041
	Iteration 14Q: 3 clusters Score -754978.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -755002.437500 Penalty: 2894.842041
	Iteration 15Q: 3 clusters Score -755002.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -755015.125000 Penalty: 2894.842041
	Iteration 16Q: 3 clusters Score -755015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -755026.687500 Penalty: 2894.842041
	Iteration 17Q: 3 clusters Score -755026.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -755031.937500 Penalty: 2894.842041
	Iteration 18Q: 3 clusters Score -755031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -755035.312500 Penalty: 2894.842041
	Iteration 19Q: 3 clusters Score -755035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -755039.187500 Penalty: 2894.842041
	Iteration 20F: 3 clusters Score -755039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -755043.437500 Penalty: 2894.842041
	Iteration 21Q: 3 clusters Score -755043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -755045.937500 Penalty: 2894.842041
	Iteration 22Q: 3 clusters Score -755045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -755049.812500 Penalty: 2894.842041
	Iteration 23Q: 3 clusters Score -755049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -755052.937500 Penalty: 2894.842041
	Iteration 24Q: 3 clusters Score -755052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -755054.187500 Penalty: 2894.842041
	Iteration 25Q: 3 clusters Score -755054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -755056.000000 Penalty: 2894.842041
	Iteration 26Q: 3 clusters Score -755056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -755057.250000 Penalty: 2894.842041
	Iteration 27Q: 3 clusters Score -755057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -755057.062500 Penalty: 2894.842041
	Iteration 28Q: 3 clusters Score -755057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -755057.812500 Penalty: 2894.842041
	Iteration 29Q: 3 clusters Score -755057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -755057.812500 Penalty: 2894.842041
	Iteration 30F: 3 clusters Score -755057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Entering Unmasked Estep 
Score: -2526640.000000 Penalty: 1636.322876
	Iteration 0F: 2 clusters Score -2526640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2510704.250000 Penalty: 3272.645752
	Iteration 0F: 3 clusters Score -2510704 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2516558.000000 Penalty: 3272.645752
	Iteration 1F: 3 clusters Score -2516558 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2517141.500000 Penalty: 3272.645752
	Iteration 2F: 3 clusters Score -2517142 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2517928.250000 Penalty: 3272.645752
	Iteration 3F: 3 clusters Score -2517928 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2519138.000000 Penalty: 3272.645752
	Iteration 4F: 3 clusters Score -2519138 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2520839.250000 Penalty: 3272.645752
	Iteration 5F: 3 clusters Score -2520839 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2522675.500000 Penalty: 3272.645752
	Iteration 6F: 3 clusters Score -2522676 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2524000.750000 Penalty: 3272.645752
	Iteration 7F: 3 clusters Score -2524001 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2524646.750000 Penalty: 3272.645752
	Iteration 8Q: 3 clusters Score -2524647 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2524913.000000 Penalty: 3272.645752
	Iteration 9Q: 3 clusters Score -2524913 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2525073.750000 Penalty: 3272.645752
	Iteration 10Q: 3 clusters Score -2525074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2525149.500000 Penalty: 3272.645752
	Iteration 11Q: 3 clusters Score -2525150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2525198.500000 Penalty: 3272.645752
	Iteration 12Q: 3 clusters Score -2525198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2525218.750000 Penalty: 3272.645752
	Iteration 13Q: 3 clusters Score -2525219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2525237.000000 Penalty: 3272.645752
	Iteration 14Q: 3 clusters Score -2525237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2525242.500000 Penalty: 3272.645752
	Iteration 15Q: 3 clusters Score -2525242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2525247.250000 Penalty: 3272.645752
	Iteration 16Q: 3 clusters Score -2525247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2525252.500000 Penalty: 3272.645752
	Iteration 17Q: 3 clusters Score -2525252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2525258.500000 Penalty: 3272.645752
	Iteration 18Q: 3 clusters Score -2525258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2525262.250000 Penalty: 3272.645752
	Iteration 19Q: 3 clusters Score -2525262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2525262.250000 Penalty: 3272.645752
	Iteration 20F: 3 clusters Score -2525262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -96951.406250 Penalty: 1116.720825
	Iteration 0F: 2 clusters Score -96951.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95550.007812 Penalty: 2233.441650
	Iteration 0F: 3 clusters Score -95550.01 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95874.960938 Penalty: 2233.441650
	Iteration 1F: 3 clusters Score -95874.96 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96004.820312 Penalty: 2233.441650
	Iteration 2F: 3 clusters Score -96004.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96106.406250 Penalty: 2233.441650
	Iteration 3F: 3 clusters Score -96106.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96252.742188 Penalty: 2233.441650
	Iteration 4F: 3 clusters Score -96252.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96363.687500 Penalty: 2233.441650
	Iteration 5F: 3 clusters Score -96363.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96452.054688 Penalty: 2233.441650
	Iteration 6F: 3 clusters Score -96452.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96511.968750 Penalty: 2233.441650
	Iteration 7Q: 3 clusters Score -96511.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -96548.882812 Penalty: 2233.441650
	Iteration 8Q: 3 clusters Score -96548.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96581.210938 Penalty: 2233.441650
	Iteration 9Q: 3 clusters Score -96581.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96598.039062 Penalty: 2233.441650
	Iteration 10Q: 3 clusters Score -96598.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96609.250000 Penalty: 2233.441650
	Iteration 11Q: 3 clusters Score -96609.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96615.406250 Penalty: 2233.441650
	Iteration 12Q: 3 clusters Score -96615.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96619.156250 Penalty: 2233.441650
	Iteration 13Q: 3 clusters Score -96619.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96625.226562 Penalty: 2233.441650
	Iteration 14Q: 3 clusters Score -96625.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96627.109375 Penalty: 2233.441650
	Iteration 15Q: 3 clusters Score -96627.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96628.609375 Penalty: 2233.441650
	Iteration 16Q: 3 clusters Score -96628.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96628.609375 Penalty: 2233.441650
	Iteration 17F: 3 clusters Score -96628.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -253790.609375 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -253790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -251348.281250 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -251348.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -252108.703125 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -252108.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -252464.796875 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -252464.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -252715.359375 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -252715.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -252894.750000 Penalty: 2558.547852
	Iteration 4F: 3 clusters Score -252894.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -252993.000000 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -252993 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -253063.328125 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -253063.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -253112.906250 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -253112.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -253149.468750 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -253149.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -253186.375000 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -253186.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253215.859375 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -253215.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -253237.265625 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -253237.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -253266.343750 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -253266.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -253316.578125 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -253316.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -253336.250000 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -253336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -253344.625000 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -253344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -253347.968750 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -253348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -253351.859375 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -253351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -253352.812500 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -253352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -253353.812500 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -253353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -253354.937500 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -253354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -253356.578125 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -253356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -253358.562500 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -253358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -253361.125000 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -253361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -253362.968750 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -253363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -253364.703125 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -253364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -253365.218750 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -253365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -253365.625000 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -253365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -253365.625000 Penalty: 2558.547852
	Iteration 28F: 3 clusters Score -253365.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Entering Unmasked Estep 
Score: -3749847.000000 Penalty: 1707.091309
	Iteration 0F: 2 clusters Score -3749847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3725425.500000 Penalty: 3414.182617
	Iteration 0F: 3 clusters Score -3725426 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3735107.750000 Penalty: 3414.182617
	Iteration 1F: 3 clusters Score -3735108 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3735915.000000 Penalty: 3414.182617
	Iteration 2F: 3 clusters Score -3735915 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3737297.500000 Penalty: 3414.182617
	Iteration 3F: 3 clusters Score -3737298 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3739436.250000 Penalty: 3414.182617
	Iteration 4F: 3 clusters Score -3739436 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3742397.250000 Penalty: 3414.182617
	Iteration 5F: 3 clusters Score -3742397 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3745219.500000 Penalty: 3414.182617
	Iteration 6F: 3 clusters Score -3745220 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3747087.250000 Penalty: 3414.182617
	Iteration 7F: 3 clusters Score -3747087 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -3747894.250000 Penalty: 3414.182617
	Iteration 8Q: 3 clusters Score -3747894 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3748183.750000 Penalty: 3414.182617
	Iteration 9Q: 3 clusters Score -3748184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3748285.500000 Penalty: 3414.182617
	Iteration 10Q: 3 clusters Score -3748286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3748325.500000 Penalty: 3414.182617
	Iteration 11Q: 3 clusters Score -3748326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3748344.750000 Penalty: 3414.182617
	Iteration 12Q: 3 clusters Score -3748345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3748359.000000 Penalty: 3414.182617
	Iteration 13Q: 3 clusters Score -3748359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3748364.250000 Penalty: 3414.182617
	Iteration 14Q: 3 clusters Score -3748364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3748366.000000 Penalty: 3414.182617
	Iteration 15Q: 3 clusters Score -3748366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -3748369.750000 Penalty: 3414.182617
	Iteration 16Q: 3 clusters Score -3748370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3748371.500000 Penalty: 3414.182617
	Iteration 17Q: 3 clusters Score -3748372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3748371.500000 Penalty: 3414.182617
	Iteration 18F: 3 clusters Score -3748372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204667 members 
Entering Unmasked Estep 
Score: -21504274.000000 Penalty: 1987.235107
	Iteration 0F: 2 clusters Score -2.150427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102388 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -21368954.000000 Penalty: 3974.470215
	Iteration 0F: 3 clusters Score -2.136895e+07 nChanged 99153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -21428150.000000 Penalty: 3974.470215
	Iteration 1F: 3 clusters Score -2.142815e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -21428938.000000 Penalty: 3974.470215
	Iteration 2Q: 3 clusters Score -2.142894e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -21430054.000000 Penalty: 3974.470215
	Iteration 3Q: 3 clusters Score -2.143005e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -21431310.000000 Penalty: 3974.470215
	Iteration 4Q: 3 clusters Score -2.143131e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -21433648.000000 Penalty: 3974.470215
	Iteration 5Q: 3 clusters Score -2.143365e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -21437326.000000 Penalty: 3974.470215
	Iteration 6Q: 3 clusters Score -2.143733e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -21443170.000000 Penalty: 3974.470215
	Iteration 7Q: 3 clusters Score -2.144317e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -21451670.000000 Penalty: 3974.470215
	Iteration 8F: 3 clusters Score -2.145167e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -21460878.000000 Penalty: 3974.470215
	Iteration 9F: 3 clusters Score -2.146088e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -21467024.000000 Penalty: 3974.470215
	Iteration 10F: 3 clusters Score -2.146702e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -21469442.000000 Penalty: 3974.470215
	Iteration 11Q: 3 clusters Score -2.146944e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -21470496.000000 Penalty: 3974.470215
	Iteration 12Q: 3 clusters Score -2.14705e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -21471012.000000 Penalty: 3974.470215
	Iteration 13Q: 3 clusters Score -2.147101e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -21471560.000000 Penalty: 3974.470215
	Iteration 14Q: 3 clusters Score -2.147156e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -21471840.000000 Penalty: 3974.470215
	Iteration 15Q: 3 clusters Score -2.147184e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122569 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -21472028.000000 Penalty: 3974.470215
	Iteration 16Q: 3 clusters Score -2.147203e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -21472354.000000 Penalty: 3974.470215
	Iteration 17Q: 3 clusters Score -2.147235e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124534 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -21472606.000000 Penalty: 3974.470215
	Iteration 18Q: 3 clusters Score -2.147261e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -21472884.000000 Penalty: 3974.470215
	Iteration 19Q: 3 clusters Score -2.147288e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126726 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -21473242.000000 Penalty: 3974.470215
	Iteration 20F: 3 clusters Score -2.147324e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -21473680.000000 Penalty: 3974.470215
	Iteration 21Q: 3 clusters Score -2.147368e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129221 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -21474056.000000 Penalty: 3974.470215
	Iteration 22Q: 3 clusters Score -2.147406e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -21474580.000000 Penalty: 3974.470215
	Iteration 23Q: 3 clusters Score -2.147458e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -21475106.000000 Penalty: 3974.470215
	Iteration 24Q: 3 clusters Score -2.147511e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -21475594.000000 Penalty: 3974.470215
	Iteration 25Q: 3 clusters Score -2.147559e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -21476188.000000 Penalty: 3974.470215
	Iteration 26Q: 3 clusters Score -2.147619e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136931 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -21476712.000000 Penalty: 3974.470215
	Iteration 27Q: 3 clusters Score -2.147671e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138868 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -21477318.000000 Penalty: 3974.470215
	Iteration 28Q: 3 clusters Score -2.147732e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -21477958.000000 Penalty: 3974.470215
	Iteration 29Q: 3 clusters Score -2.147796e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143003 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -21478638.000000 Penalty: 3974.470215
	Iteration 30Q: 3 clusters Score -2.147864e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -21479266.000000 Penalty: 3974.470215
	Iteration 31Q: 3 clusters Score -2.147927e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -21479920.000000 Penalty: 3974.470215
	Iteration 32Q: 3 clusters Score -2.147992e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -21480608.000000 Penalty: 3974.470215
	Iteration 33Q: 3 clusters Score -2.148061e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -21481338.000000 Penalty: 3974.470215
	Iteration 34Q: 3 clusters Score -2.148134e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -21481994.000000 Penalty: 3974.470215
	Iteration 35Q: 3 clusters Score -2.148199e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157014 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -21482780.000000 Penalty: 3974.470215
	Iteration 36Q: 3 clusters Score -2.148278e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -21483394.000000 Penalty: 3974.470215
	Iteration 37Q: 3 clusters Score -2.148339e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -21484138.000000 Penalty: 3974.470215
	Iteration 38Q: 3 clusters Score -2.148414e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -21484936.000000 Penalty: 3974.470215
	Iteration 39Q: 3 clusters Score -2.148494e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -21485838.000000 Penalty: 3974.470215
	Iteration 40F: 3 clusters Score -2.148584e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -21486776.000000 Penalty: 3974.470215
	Iteration 41Q: 3 clusters Score -2.148678e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -21487786.000000 Penalty: 3974.470215
	Iteration 42Q: 3 clusters Score -2.148779e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -21488940.000000 Penalty: 3974.470215
	Iteration 43Q: 3 clusters Score -2.148894e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178121 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -21489992.000000 Penalty: 3974.470215
	Iteration 44Q: 3 clusters Score -2.148999e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -21491236.000000 Penalty: 3974.470215
	Iteration 45Q: 3 clusters Score -2.149124e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -21492394.000000 Penalty: 3974.470215
	Iteration 46Q: 3 clusters Score -2.149239e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186021 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -21493574.000000 Penalty: 3974.470215
	Iteration 47Q: 3 clusters Score -2.149357e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -21494680.000000 Penalty: 3974.470215
	Iteration 48Q: 3 clusters Score -2.149468e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190820 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -21495922.000000 Penalty: 3974.470215
	Iteration 49Q: 3 clusters Score -2.149592e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192981 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -21497224.000000 Penalty: 3974.470215
	Iteration 50Q: 3 clusters Score -2.149722e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194895 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -21498250.000000 Penalty: 3974.470215
	Iteration 51Q: 3 clusters Score -2.149825e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196529 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -21499048.000000 Penalty: 3974.470215
	Iteration 52Q: 3 clusters Score -2.149905e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197918 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -21499790.000000 Penalty: 3974.470215
	Iteration 53Q: 3 clusters Score -2.149979e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199078 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -21500384.000000 Penalty: 3974.470215
	Iteration 54Q: 3 clusters Score -2.150038e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200060 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -21500774.000000 Penalty: 3974.470215
	Iteration 55Q: 3 clusters Score -2.150077e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200858 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -21501144.000000 Penalty: 3974.470215
	Iteration 56Q: 3 clusters Score -2.150114e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201506 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -21501506.000000 Penalty: 3974.470215
	Iteration 57Q: 3 clusters Score -2.150151e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202021 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -21501726.000000 Penalty: 3974.470215
	Iteration 58Q: 3 clusters Score -2.150173e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202403 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21501900.000000 Penalty: 3974.470215
	Iteration 59Q: 3 clusters Score -2.15019e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21502094.000000 Penalty: 3974.470215
	Iteration 60F: 3 clusters Score -2.150209e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202914 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -21502246.000000 Penalty: 3974.470215
	Iteration 61Q: 3 clusters Score -2.150225e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -21502324.000000 Penalty: 3974.470215
	Iteration 62Q: 3 clusters Score -2.150232e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203215 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21502402.000000 Penalty: 3974.470215
	Iteration 63Q: 3 clusters Score -2.15024e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203317 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21502442.000000 Penalty: 3974.470215
	Iteration 64Q: 3 clusters Score -2.150244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203402 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21502448.000000 Penalty: 3974.470215
	Iteration 65Q: 3 clusters Score -2.150245e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203463 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21502512.000000 Penalty: 3974.470215
	Iteration 66Q: 3 clusters Score -2.150251e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203509 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21502530.000000 Penalty: 3974.470215
	Iteration 67Q: 3 clusters Score -2.150253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203550 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21502566.000000 Penalty: 3974.470215
	Iteration 68Q: 3 clusters Score -2.150257e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21502566.000000 Penalty: 3974.470215
	Iteration 69Q: 3 clusters Score -2.150257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203618 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21502582.000000 Penalty: 3974.470215
	Iteration 70Q: 3 clusters Score -2.150258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -21502598.000000 Penalty: 3974.470215
	Iteration 71Q: 3 clusters Score -2.15026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203660 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21502602.000000 Penalty: 3974.470215
	Iteration 72Q: 3 clusters Score -2.15026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203682 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21502620.000000 Penalty: 3974.470215
	Iteration 73Q: 3 clusters Score -2.150262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21502620.000000 Penalty: 3974.470215
	Iteration 74Q: 3 clusters Score -2.150262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203703 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21502624.000000 Penalty: 3974.470215
	Iteration 75Q: 3 clusters Score -2.150262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203708 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21502630.000000 Penalty: 3974.470215
	Iteration 76Q: 3 clusters Score -2.150263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21502624.000000 Penalty: 3974.470215
	Iteration 77Q: 3 clusters Score -2.150262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203726 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -21502640.000000 Penalty: 3974.470215
	Iteration 78Q: 3 clusters Score -2.150264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203729 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21502646.000000 Penalty: 3974.470215
	Iteration 79Q: 3 clusters Score -2.150265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21502636.000000 Penalty: 3974.470215
	Iteration 80F: 3 clusters Score -2.150264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203739 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21502646.000000 Penalty: 3974.470215
	Iteration 81Q: 3 clusters Score -2.150265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21502658.000000 Penalty: 3974.470215
	Iteration 82Q: 3 clusters Score -2.150266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203757 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21502650.000000 Penalty: 3974.470215
	Iteration 83Q: 3 clusters Score -2.150265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203764 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21502660.000000 Penalty: 3974.470215
	Iteration 84Q: 3 clusters Score -2.150266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203773 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21502672.000000 Penalty: 3974.470215
	Iteration 85Q: 3 clusters Score -2.150267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -21502674.000000 Penalty: 3974.470215
	Iteration 86Q: 3 clusters Score -2.150267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203785 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21502680.000000 Penalty: 3974.470215
	Iteration 87Q: 3 clusters Score -2.150268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203792 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -21502676.000000 Penalty: 3974.470215
	Iteration 88Q: 3 clusters Score -2.150268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203797 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -21502674.000000 Penalty: 3974.470215
	Iteration 89Q: 3 clusters Score -2.150267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203799 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21502678.000000 Penalty: 3974.470215
	Iteration 90Q: 3 clusters Score -2.150268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203800 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21502674.000000 Penalty: 3974.470215
	Iteration 91Q: 3 clusters Score -2.150267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -21502678.000000 Penalty: 3974.470215
	Iteration 92Q: 3 clusters Score -2.150268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -21502678.000000 Penalty: 3974.470215
	Iteration 93F: 3 clusters Score -2.150268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Entering Unmasked Estep 
Score: -5038168.000000 Penalty: 1748.801025
	Iteration 0F: 2 clusters Score -5038168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5006632.500000 Penalty: 3497.602051
	Iteration 0F: 3 clusters Score -5006632 nChanged 21998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -5019089.000000 Penalty: 3497.602051
	Iteration 1F: 3 clusters Score -5019089 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5019493.500000 Penalty: 3497.602051
	Iteration 2Q: 3 clusters Score -5019494 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5019887.500000 Penalty: 3497.602051
	Iteration 3Q: 3 clusters Score -5019888 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5020433.000000 Penalty: 3497.602051
	Iteration 4Q: 3 clusters Score -5020433 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -5021215.500000 Penalty: 3497.602051
	Iteration 5Q: 3 clusters Score -5021216 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5022490.500000 Penalty: 3497.602051
	Iteration 6Q: 3 clusters Score -5022490 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -5024566.500000 Penalty: 3497.602051
	Iteration 7F: 3 clusters Score -5024566 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5027461.000000 Penalty: 3497.602051
	Iteration 8F: 3 clusters Score -5027461 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5030640.000000 Penalty: 3497.602051
	Iteration 9F: 3 clusters Score -5030640 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5033358.500000 Penalty: 3497.602051
	Iteration 10F: 3 clusters Score -5033358 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -5034957.500000 Penalty: 3497.602051
	Iteration 11Q: 3 clusters Score -5034958 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -5035826.000000 Penalty: 3497.602051
	Iteration 12Q: 3 clusters Score -5035826 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -5036226.500000 Penalty: 3497.602051
	Iteration 13Q: 3 clusters Score -5036226 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -5036385.000000 Penalty: 3497.602051
	Iteration 14Q: 3 clusters Score -5036385 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -5036502.500000 Penalty: 3497.602051
	Iteration 15Q: 3 clusters Score -5036502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -5036569.500000 Penalty: 3497.602051
	Iteration 16Q: 3 clusters Score -5036570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5036600.000000 Penalty: 3497.602051
	Iteration 17Q: 3 clusters Score -5036600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5036619.500000 Penalty: 3497.602051
	Iteration 18Q: 3 clusters Score -5036620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5036639.000000 Penalty: 3497.602051
	Iteration 19Q: 3 clusters Score -5036639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -5036666.000000 Penalty: 3497.602051
	Iteration 20F: 3 clusters Score -5036666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -5036677.000000 Penalty: 3497.602051
	Iteration 21Q: 3 clusters Score -5036677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5036683.000000 Penalty: 3497.602051
	Iteration 22Q: 3 clusters Score -5036683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5036695.500000 Penalty: 3497.602051
	Iteration 23Q: 3 clusters Score -5036696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -5036705.000000 Penalty: 3497.602051
	Iteration 24Q: 3 clusters Score -5036705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5036715.500000 Penalty: 3497.602051
	Iteration 25Q: 3 clusters Score -5036716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -5036714.500000 Penalty: 3497.602051
	Iteration 26Q: 3 clusters Score -5036714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -5036719.500000 Penalty: 3497.602051
	Iteration 27Q: 3 clusters Score -5036720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -5036719.500000 Penalty: 3497.602051
	Iteration 28F: 3 clusters Score -5036720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Entering Unmasked Estep 
Score: -6885410.500000 Penalty: 1799.341309
	Iteration 0F: 2 clusters Score -6885410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -6842203.500000 Penalty: 3598.682617
	Iteration 0F: 3 clusters Score -6842204 nChanged 30497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6859503.500000 Penalty: 3598.682617
	Iteration 1F: 3 clusters Score -6859504 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6859907.500000 Penalty: 3598.682617
	Iteration 2Q: 3 clusters Score -6859908 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -6860278.500000 Penalty: 3598.682617
	Iteration 3Q: 3 clusters Score -6860278 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -6860667.500000 Penalty: 3598.682617
	Iteration 4Q: 3 clusters Score -6860668 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6861041.000000 Penalty: 3598.682617
	Iteration 5Q: 3 clusters Score -6861041 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -6861594.000000 Penalty: 3598.682617
	Iteration 6Q: 3 clusters Score -6861594 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -6862215.500000 Penalty: 3598.682617
	Iteration 7Q: 3 clusters Score -6862216 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6863316.500000 Penalty: 3598.682617
	Iteration 8Q: 3 clusters Score -6863316 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6864993.500000 Penalty: 3598.682617
	Iteration 9Q: 3 clusters Score -6864994 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6867344.500000 Penalty: 3598.682617
	Iteration 10F: 3 clusters Score -6867344 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6870191.500000 Penalty: 3598.682617
	Iteration 11F: 3 clusters Score -6870192 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -6873431.000000 Penalty: 3598.682617
	Iteration 12F: 3 clusters Score -6873431 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -6876397.500000 Penalty: 3598.682617
	Iteration 13F: 3 clusters Score -6876398 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -6878593.500000 Penalty: 3598.682617
	Iteration 14Q: 3 clusters Score -6878594 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -6880212.000000 Penalty: 3598.682617
	Iteration 15Q: 3 clusters Score -6880212 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -6881303.500000 Penalty: 3598.682617
	Iteration 16Q: 3 clusters Score -6881304 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6882044.000000 Penalty: 3598.682617
	Iteration 17Q: 3 clusters Score -6882044 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6882550.500000 Penalty: 3598.682617
	Iteration 18Q: 3 clusters Score -6882550 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6882899.000000 Penalty: 3598.682617
	Iteration 19Q: 3 clusters Score -6882899 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6883167.500000 Penalty: 3598.682617
	Iteration 20F: 3 clusters Score -6883168 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6883381.500000 Penalty: 3598.682617
	Iteration 21Q: 3 clusters Score -6883382 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6883576.500000 Penalty: 3598.682617
	Iteration 22Q: 3 clusters Score -6883576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6883694.000000 Penalty: 3598.682617
	Iteration 23Q: 3 clusters Score -6883694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6883837.000000 Penalty: 3598.682617
	Iteration 24Q: 3 clusters Score -6883837 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6883948.000000 Penalty: 3598.682617
	Iteration 25Q: 3 clusters Score -6883948 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6884093.500000 Penalty: 3598.682617
	Iteration 26Q: 3 clusters Score -6884094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6884164.000000 Penalty: 3598.682617
	Iteration 27Q: 3 clusters Score -6884164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6884214.500000 Penalty: 3598.682617
	Iteration 28Q: 3 clusters Score -6884214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6884272.500000 Penalty: 3598.682617
	Iteration 29Q: 3 clusters Score -6884272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6884318.500000 Penalty: 3598.682617
	Iteration 30Q: 3 clusters Score -6884318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6884346.000000 Penalty: 3598.682617
	Iteration 31Q: 3 clusters Score -6884346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6884370.000000 Penalty: 3598.682617
	Iteration 32Q: 3 clusters Score -6884370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6884364.500000 Penalty: 3598.682617
	Iteration 33Q: 3 clusters Score -6884364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6884369.500000 Penalty: 3598.682617
	Iteration 34Q: 3 clusters Score -6884370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6884386.500000 Penalty: 3598.682617
	Iteration 35Q: 3 clusters Score -6884386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6884401.500000 Penalty: 3598.682617
	Iteration 36Q: 3 clusters Score -6884402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6884392.000000 Penalty: 3598.682617
	Iteration 37Q: 3 clusters Score -6884392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6884396.000000 Penalty: 3598.682617
	Iteration 38Q: 3 clusters Score -6884396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6884396.500000 Penalty: 3598.682617
	Iteration 39Q: 3 clusters Score -6884396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6884402.000000 Penalty: 3598.682617
	Iteration 40F: 3 clusters Score -6884402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6884403.000000 Penalty: 3598.682617
	Iteration 41Q: 3 clusters Score -6884403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6884409.000000 Penalty: 3598.682617
	Iteration 42Q: 3 clusters Score -6884409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6884408.000000 Penalty: 3598.682617
	Iteration 43Q: 3 clusters Score -6884408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6884402.500000 Penalty: 3598.682617
	Iteration 44Q: 3 clusters Score -6884402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6884409.000000 Penalty: 3598.682617
	Iteration 45Q: 3 clusters Score -6884409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6884412.000000 Penalty: 3598.682617
	Iteration 46Q: 3 clusters Score -6884412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6884410.000000 Penalty: 3598.682617
	Iteration 47Q: 3 clusters Score -6884410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6884411.500000 Penalty: 3598.682617
	Iteration 48Q: 3 clusters Score -6884412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6884416.000000 Penalty: 3598.682617
	Iteration 49Q: 3 clusters Score -6884416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6884417.500000 Penalty: 3598.682617
	Iteration 50Q: 3 clusters Score -6884418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6884419.000000 Penalty: 3598.682617
	Iteration 51Q: 3 clusters Score -6884419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6884432.000000 Penalty: 3598.682617
	Iteration 52Q: 3 clusters Score -6884432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6884432.000000 Penalty: 3598.682617
	Iteration 53Q: 3 clusters Score -6884432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6884435.000000 Penalty: 3598.682617
	Iteration 54Q: 3 clusters Score -6884435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6884434.500000 Penalty: 3598.682617
	Iteration 55Q: 3 clusters Score -6884434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6884435.500000 Penalty: 3598.682617
	Iteration 56Q: 3 clusters Score -6884436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6884435.000000 Penalty: 3598.682617
	Iteration 57Q: 3 clusters Score -6884435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6884437.000000 Penalty: 3598.682617
	Iteration 58Q: 3 clusters Score -6884437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6884440.000000 Penalty: 3598.682617
	Iteration 59Q: 3 clusters Score -6884440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6884440.000000 Penalty: 3598.682617
	Iteration 60F: 3 clusters Score -6884440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6884440.500000 Penalty: 3598.682617
	Iteration 61Q: 3 clusters Score -6884440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6884442.500000 Penalty: 3598.682617
	Iteration 62Q: 3 clusters Score -6884442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6884440.500000 Penalty: 3598.682617
	Iteration 63Q: 3 clusters Score -6884440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6884445.500000 Penalty: 3598.682617
	Iteration 64Q: 3 clusters Score -6884446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6884443.000000 Penalty: 3598.682617
	Iteration 65Q: 3 clusters Score -6884443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6884444.000000 Penalty: 3598.682617
	Iteration 66Q: 3 clusters Score -6884444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6884443.500000 Penalty: 3598.682617
	Iteration 67Q: 3 clusters Score -6884444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6884453.000000 Penalty: 3598.682617
	Iteration 68Q: 3 clusters Score -6884453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6884453.000000 Penalty: 3598.682617
	Iteration 69F: 3 clusters Score -6884453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Entering Unmasked Estep 
Score: -3207284.250000 Penalty: 1674.960815
	Iteration 0F: 2 clusters Score -3207284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3187020.250000 Penalty: 3349.921631
	Iteration 0F: 3 clusters Score -3187020 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3194624.000000 Penalty: 3349.921631
	Iteration 1F: 3 clusters Score -3194624 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3195053.750000 Penalty: 3349.921631
	Iteration 2Q: 3 clusters Score -3195054 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3195565.750000 Penalty: 3349.921631
	Iteration 3Q: 3 clusters Score -3195566 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3196222.500000 Penalty: 3349.921631
	Iteration 4Q: 3 clusters Score -3196222 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3197085.000000 Penalty: 3349.921631
	Iteration 5Q: 3 clusters Score -3197085 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3198155.250000 Penalty: 3349.921631
	Iteration 6F: 3 clusters Score -3198155 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3199394.500000 Penalty: 3349.921631
	Iteration 7F: 3 clusters Score -3199394 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3200541.500000 Penalty: 3349.921631
	Iteration 8F: 3 clusters Score -3200542 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3201576.750000 Penalty: 3349.921631
	Iteration 9Q: 3 clusters Score -3201577 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3202385.250000 Penalty: 3349.921631
	Iteration 10Q: 3 clusters Score -3202385 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3202956.250000 Penalty: 3349.921631
	Iteration 11Q: 3 clusters Score -3202956 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3203395.500000 Penalty: 3349.921631
	Iteration 12Q: 3 clusters Score -3203396 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3203684.500000 Penalty: 3349.921631
	Iteration 13Q: 3 clusters Score -3203684 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3203947.750000 Penalty: 3349.921631
	Iteration 14Q: 3 clusters Score -3203948 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3204176.750000 Penalty: 3349.921631
	Iteration 15Q: 3 clusters Score -3204177 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3204384.250000 Penalty: 3349.921631
	Iteration 16Q: 3 clusters Score -3204384 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3204563.750000 Penalty: 3349.921631
	Iteration 17Q: 3 clusters Score -3204564 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3204735.500000 Penalty: 3349.921631
	Iteration 18Q: 3 clusters Score -3204736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3204879.750000 Penalty: 3349.921631
	Iteration 19Q: 3 clusters Score -3204880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3205018.250000 Penalty: 3349.921631
	Iteration 20F: 3 clusters Score -3205018 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3205148.000000 Penalty: 3349.921631
	Iteration 21Q: 3 clusters Score -3205148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3205263.500000 Penalty: 3349.921631
	Iteration 22Q: 3 clusters Score -3205264 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3205386.250000 Penalty: 3349.921631
	Iteration 23Q: 3 clusters Score -3205386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3205469.250000 Penalty: 3349.921631
	Iteration 24Q: 3 clusters Score -3205469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3205527.000000 Penalty: 3349.921631
	Iteration 25Q: 3 clusters Score -3205527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3205585.500000 Penalty: 3349.921631
	Iteration 26Q: 3 clusters Score -3205586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3205637.000000 Penalty: 3349.921631
	Iteration 27Q: 3 clusters Score -3205637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3205668.500000 Penalty: 3349.921631
	Iteration 28Q: 3 clusters Score -3205668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3205701.500000 Penalty: 3349.921631
	Iteration 29Q: 3 clusters Score -3205702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3205727.000000 Penalty: 3349.921631
	Iteration 30Q: 3 clusters Score -3205727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3205742.250000 Penalty: 3349.921631
	Iteration 31Q: 3 clusters Score -3205742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3205769.500000 Penalty: 3349.921631
	Iteration 32Q: 3 clusters Score -3205770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3205789.750000 Penalty: 3349.921631
	Iteration 33Q: 3 clusters Score -3205790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3205811.250000 Penalty: 3349.921631
	Iteration 34Q: 3 clusters Score -3205811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3205830.000000 Penalty: 3349.921631
	Iteration 35Q: 3 clusters Score -3205830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3205838.250000 Penalty: 3349.921631
	Iteration 36Q: 3 clusters Score -3205838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3205855.250000 Penalty: 3349.921631
	Iteration 37Q: 3 clusters Score -3205855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3205863.250000 Penalty: 3349.921631
	Iteration 38Q: 3 clusters Score -3205863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3205870.500000 Penalty: 3349.921631
	Iteration 39Q: 3 clusters Score -3205870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3205879.000000 Penalty: 3349.921631
	Iteration 40F: 3 clusters Score -3205879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3205887.250000 Penalty: 3349.921631
	Iteration 41Q: 3 clusters Score -3205887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3205897.750000 Penalty: 3349.921631
	Iteration 42Q: 3 clusters Score -3205898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3205908.250000 Penalty: 3349.921631
	Iteration 43Q: 3 clusters Score -3205908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3205908.000000 Penalty: 3349.921631
	Iteration 44Q: 3 clusters Score -3205908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3205907.000000 Penalty: 3349.921631
	Iteration 45Q: 3 clusters Score -3205907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3205907.000000 Penalty: 3349.921631
	Iteration 46F: 3 clusters Score -3205907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Entering Unmasked Estep 
Score: -2086967.125000 Penalty: 1605.110840
	Iteration 0F: 2 clusters Score -2086967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2073691.500000 Penalty: 3210.221680
	Iteration 0F: 3 clusters Score -2073692 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2078589.750000 Penalty: 3210.221680
	Iteration 1F: 3 clusters Score -2078590 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2079051.125000 Penalty: 3210.221680
	Iteration 2F: 3 clusters Score -2079051 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2079506.500000 Penalty: 3210.221680
	Iteration 3F: 3 clusters Score -2079506 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2079997.750000 Penalty: 3210.221680
	Iteration 4F: 3 clusters Score -2079998 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2080546.500000 Penalty: 3210.221680
	Iteration 5Q: 3 clusters Score -2080546 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2081172.875000 Penalty: 3210.221680
	Iteration 6F: 3 clusters Score -2081173 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2081927.250000 Penalty: 3210.221680
	Iteration 7F: 3 clusters Score -2081927 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2082730.875000 Penalty: 3210.221680
	Iteration 8F: 3 clusters Score -2082731 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2083336.750000 Penalty: 3210.221680
	Iteration 9Q: 3 clusters Score -2083337 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2083658.625000 Penalty: 3210.221680
	Iteration 10Q: 3 clusters Score -2083659 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2083870.375000 Penalty: 3210.221680
	Iteration 11Q: 3 clusters Score -2083870 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2084018.250000 Penalty: 3210.221680
	Iteration 12Q: 3 clusters Score -2084018 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2084115.750000 Penalty: 3210.221680
	Iteration 13Q: 3 clusters Score -2084116 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2084195.500000 Penalty: 3210.221680
	Iteration 14Q: 3 clusters Score -2084196 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2084254.375000 Penalty: 3210.221680
	Iteration 15Q: 3 clusters Score -2084254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2084316.250000 Penalty: 3210.221680
	Iteration 16Q: 3 clusters Score -2084316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2084357.750000 Penalty: 3210.221680
	Iteration 17Q: 3 clusters Score -2084358 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2084399.875000 Penalty: 3210.221680
	Iteration 18Q: 3 clusters Score -2084400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2084431.000000 Penalty: 3210.221680
	Iteration 19Q: 3 clusters Score -2084431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2084455.500000 Penalty: 3210.221680
	Iteration 20F: 3 clusters Score -2084456 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2084474.875000 Penalty: 3210.221680
	Iteration 21Q: 3 clusters Score -2084475 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2084505.500000 Penalty: 3210.221680
	Iteration 22Q: 3 clusters Score -2084506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2084537.375000 Penalty: 3210.221680
	Iteration 23Q: 3 clusters Score -2084537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2084564.250000 Penalty: 3210.221680
	Iteration 24Q: 3 clusters Score -2084564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2084586.500000 Penalty: 3210.221680
	Iteration 25Q: 3 clusters Score -2084586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2084613.500000 Penalty: 3210.221680
	Iteration 26Q: 3 clusters Score -2084614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2084646.500000 Penalty: 3210.221680
	Iteration 27Q: 3 clusters Score -2084646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2084684.250000 Penalty: 3210.221680
	Iteration 28Q: 3 clusters Score -2084684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2084720.625000 Penalty: 3210.221680
	Iteration 29Q: 3 clusters Score -2084721 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2084752.125000 Penalty: 3210.221680
	Iteration 30Q: 3 clusters Score -2084752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2084784.625000 Penalty: 3210.221680
	Iteration 31Q: 3 clusters Score -2084785 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2084821.500000 Penalty: 3210.221680
	Iteration 32Q: 3 clusters Score -2084822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2084847.250000 Penalty: 3210.221680
	Iteration 33Q: 3 clusters Score -2084847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2084867.375000 Penalty: 3210.221680
	Iteration 34Q: 3 clusters Score -2084867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2084894.625000 Penalty: 3210.221680
	Iteration 35Q: 3 clusters Score -2084895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2084911.625000 Penalty: 3210.221680
	Iteration 36Q: 3 clusters Score -2084912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2084934.000000 Penalty: 3210.221680
	Iteration 37Q: 3 clusters Score -2084934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2084958.500000 Penalty: 3210.221680
	Iteration 38Q: 3 clusters Score -2084958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2084980.750000 Penalty: 3210.221680
	Iteration 39Q: 3 clusters Score -2084981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2085009.375000 Penalty: 3210.221680
	Iteration 40F: 3 clusters Score -2085009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2085033.125000 Penalty: 3210.221680
	Iteration 41Q: 3 clusters Score -2085033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2085053.625000 Penalty: 3210.221680
	Iteration 42Q: 3 clusters Score -2085054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2085072.000000 Penalty: 3210.221680
	Iteration 43Q: 3 clusters Score -2085072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2085112.750000 Penalty: 3210.221680
	Iteration 44Q: 3 clusters Score -2085113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2085152.000000 Penalty: 3210.221680
	Iteration 45Q: 3 clusters Score -2085152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2085183.000000 Penalty: 3210.221680
	Iteration 46Q: 3 clusters Score -2085183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2085216.875000 Penalty: 3210.221680
	Iteration 47Q: 3 clusters Score -2085217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2085238.000000 Penalty: 3210.221680
	Iteration 48Q: 3 clusters Score -2085238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2085267.875000 Penalty: 3210.221680
	Iteration 49Q: 3 clusters Score -2085268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2085283.250000 Penalty: 3210.221680
	Iteration 50Q: 3 clusters Score -2085283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2085310.375000 Penalty: 3210.221680
	Iteration 51Q: 3 clusters Score -2085310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2085342.750000 Penalty: 3210.221680
	Iteration 52Q: 3 clusters Score -2085343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2085360.625000 Penalty: 3210.221680
	Iteration 53Q: 3 clusters Score -2085361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2085381.125000 Penalty: 3210.221680
	Iteration 54Q: 3 clusters Score -2085381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2085401.875000 Penalty: 3210.221680
	Iteration 55Q: 3 clusters Score -2085402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2085425.000000 Penalty: 3210.221680
	Iteration 56Q: 3 clusters Score -2085425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2085449.875000 Penalty: 3210.221680
	Iteration 57Q: 3 clusters Score -2085450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2085468.125000 Penalty: 3210.221680
	Iteration 58Q: 3 clusters Score -2085468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2085486.625000 Penalty: 3210.221680
	Iteration 59Q: 3 clusters Score -2085487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2085501.375000 Penalty: 3210.221680
	Iteration 60F: 3 clusters Score -2085501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2085522.125000 Penalty: 3210.221680
	Iteration 61Q: 3 clusters Score -2085522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2085531.250000 Penalty: 3210.221680
	Iteration 62Q: 3 clusters Score -2085531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2085536.750000 Penalty: 3210.221680
	Iteration 63Q: 3 clusters Score -2085537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2085545.750000 Penalty: 3210.221680
	Iteration 64Q: 3 clusters Score -2085546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2085553.000000 Penalty: 3210.221680
	Iteration 65Q: 3 clusters Score -2085553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2085559.125000 Penalty: 3210.221680
	Iteration 66Q: 3 clusters Score -2085559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2085565.125000 Penalty: 3210.221680
	Iteration 67Q: 3 clusters Score -2085565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2085566.875000 Penalty: 3210.221680
	Iteration 68Q: 3 clusters Score -2085567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2085574.125000 Penalty: 3210.221680
	Iteration 69Q: 3 clusters Score -2085574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2085581.500000 Penalty: 3210.221680
	Iteration 70Q: 3 clusters Score -2085582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2085581.000000 Penalty: 3210.221680
	Iteration 71Q: 3 clusters Score -2085581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2085585.250000 Penalty: 3210.221680
	Iteration 72Q: 3 clusters Score -2085585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2085589.125000 Penalty: 3210.221680
	Iteration 73Q: 3 clusters Score -2085589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2085594.500000 Penalty: 3210.221680
	Iteration 74Q: 3 clusters Score -2085594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2085601.125000 Penalty: 3210.221680
	Iteration 75Q: 3 clusters Score -2085601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2085604.500000 Penalty: 3210.221680
	Iteration 76Q: 3 clusters Score -2085604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2085607.500000 Penalty: 3210.221680
	Iteration 77Q: 3 clusters Score -2085608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2085611.375000 Penalty: 3210.221680
	Iteration 78Q: 3 clusters Score -2085611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2085611.875000 Penalty: 3210.221680
	Iteration 79Q: 3 clusters Score -2085612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2085612.625000 Penalty: 3210.221680
	Iteration 80F: 3 clusters Score -2085613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Entering Unmasked Estep 
Score: -5055806.500000 Penalty: 1750.240967
	Iteration 0F: 2 clusters Score -5055806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5023905.500000 Penalty: 3500.481934
	Iteration 0F: 3 clusters Score -5023906 nChanged 22328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -5036850.000000 Penalty: 3500.481934
	Iteration 1F: 3 clusters Score -5036850 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5037438.000000 Penalty: 3500.481934
	Iteration 2Q: 3 clusters Score -5037438 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5038167.500000 Penalty: 3500.481934
	Iteration 3Q: 3 clusters Score -5038168 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5039076.000000 Penalty: 3500.481934
	Iteration 4Q: 3 clusters Score -5039076 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5040413.000000 Penalty: 3500.481934
	Iteration 5Q: 3 clusters Score -5040413 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5042331.500000 Penalty: 3500.481934
	Iteration 6F: 3 clusters Score -5042332 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5044455.500000 Penalty: 3500.481934
	Iteration 7F: 3 clusters Score -5044456 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5046514.000000 Penalty: 3500.481934
	Iteration 8F: 3 clusters Score -5046514 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5048289.500000 Penalty: 3500.481934
	Iteration 9F: 3 clusters Score -5048290 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5049674.500000 Penalty: 3500.481934
	Iteration 10Q: 3 clusters Score -5049674 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5050582.500000 Penalty: 3500.481934
	Iteration 11Q: 3 clusters Score -5050582 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5051227.500000 Penalty: 3500.481934
	Iteration 12Q: 3 clusters Score -5051228 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5051739.500000 Penalty: 3500.481934
	Iteration 13Q: 3 clusters Score -5051740 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5052169.000000 Penalty: 3500.481934
	Iteration 14Q: 3 clusters Score -5052169 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5052543.500000 Penalty: 3500.481934
	Iteration 15Q: 3 clusters Score -5052544 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5052851.500000 Penalty: 3500.481934
	Iteration 16Q: 3 clusters Score -5052852 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5053075.500000 Penalty: 3500.481934
	Iteration 17Q: 3 clusters Score -5053076 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5053310.000000 Penalty: 3500.481934
	Iteration 18Q: 3 clusters Score -5053310 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5053503.000000 Penalty: 3500.481934
	Iteration 19Q: 3 clusters Score -5053503 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5053657.500000 Penalty: 3500.481934
	Iteration 20F: 3 clusters Score -5053658 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5053801.500000 Penalty: 3500.481934
	Iteration 21Q: 3 clusters Score -5053802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5053905.500000 Penalty: 3500.481934
	Iteration 22Q: 3 clusters Score -5053906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -5053991.000000 Penalty: 3500.481934
	Iteration 23Q: 3 clusters Score -5053991 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5054044.500000 Penalty: 3500.481934
	Iteration 24Q: 3 clusters Score -5054044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -5054092.000000 Penalty: 3500.481934
	Iteration 25Q: 3 clusters Score -5054092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -5054124.500000 Penalty: 3500.481934
	Iteration 26Q: 3 clusters Score -5054124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5054175.000000 Penalty: 3500.481934
	Iteration 27Q: 3 clusters Score -5054175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -5054202.500000 Penalty: 3500.481934
	Iteration 28Q: 3 clusters Score -5054202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -5054219.500000 Penalty: 3500.481934
	Iteration 29Q: 3 clusters Score -5054220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5054230.500000 Penalty: 3500.481934
	Iteration 30Q: 3 clusters Score -5054230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5054243.500000 Penalty: 3500.481934
	Iteration 31Q: 3 clusters Score -5054244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5054251.000000 Penalty: 3500.481934
	Iteration 32Q: 3 clusters Score -5054251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -5054268.000000 Penalty: 3500.481934
	Iteration 33Q: 3 clusters Score -5054268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5054273.000000 Penalty: 3500.481934
	Iteration 34Q: 3 clusters Score -5054273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5054278.500000 Penalty: 3500.481934
	Iteration 35Q: 3 clusters Score -5054278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -5054274.000000 Penalty: 3500.481934
	Iteration 36Q: 3 clusters Score -5054274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5054286.500000 Penalty: 3500.481934
	Iteration 37Q: 3 clusters Score -5054286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5054300.500000 Penalty: 3500.481934
	Iteration 38Q: 3 clusters Score -5054300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5054305.500000 Penalty: 3500.481934
	Iteration 39Q: 3 clusters Score -5054306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -5054311.000000 Penalty: 3500.481934
	Iteration 40F: 3 clusters Score -5054311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -5054312.000000 Penalty: 3500.481934
	Iteration 41Q: 3 clusters Score -5054312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5054321.000000 Penalty: 3500.481934
	Iteration 42Q: 3 clusters Score -5054321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -5054331.000000 Penalty: 3500.481934
	Iteration 43Q: 3 clusters Score -5054331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -5054340.500000 Penalty: 3500.481934
	Iteration 44Q: 3 clusters Score -5054340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -5054338.000000 Penalty: 3500.481934
	Iteration 45Q: 3 clusters Score -5054338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5054348.500000 Penalty: 3500.481934
	Iteration 46Q: 3 clusters Score -5054348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5054356.500000 Penalty: 3500.481934
	Iteration 47Q: 3 clusters Score -5054356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -5054358.000000 Penalty: 3500.481934
	Iteration 48Q: 3 clusters Score -5054358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -5054355.500000 Penalty: 3500.481934
	Iteration 49Q: 3 clusters Score -5054356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -5054365.500000 Penalty: 3500.481934
	Iteration 50Q: 3 clusters Score -5054366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -5054372.000000 Penalty: 3500.481934
	Iteration 51Q: 3 clusters Score -5054372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -5054371.000000 Penalty: 3500.481934
	Iteration 52Q: 3 clusters Score -5054371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5054370.000000 Penalty: 3500.481934
	Iteration 53Q: 3 clusters Score -5054370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -5054372.500000 Penalty: 3500.481934
	Iteration 54Q: 3 clusters Score -5054372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -5054372.500000 Penalty: 3500.481934
	Iteration 55F: 3 clusters Score -5054372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Entering Unmasked Estep 
Score: -3757811.750000 Penalty: 1700.856812
	Iteration 0F: 2 clusters Score -3757812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3734325.250000 Penalty: 3401.713623
	Iteration 0F: 3 clusters Score -3734325 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3743140.250000 Penalty: 3401.713623
	Iteration 1F: 3 clusters Score -3743140 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3743565.000000 Penalty: 3401.713623
	Iteration 2Q: 3 clusters Score -3743565 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3744074.000000 Penalty: 3401.713623
	Iteration 3Q: 3 clusters Score -3744074 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3744766.000000 Penalty: 3401.713623
	Iteration 4Q: 3 clusters Score -3744766 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3745933.500000 Penalty: 3401.713623
	Iteration 5F: 3 clusters Score -3745934 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3747732.750000 Penalty: 3401.713623
	Iteration 6F: 3 clusters Score -3747733 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3750130.000000 Penalty: 3401.713623
	Iteration 7F: 3 clusters Score -3750130 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3752584.750000 Penalty: 3401.713623
	Iteration 8F: 3 clusters Score -3752585 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3754348.250000 Penalty: 3401.713623
	Iteration 9F: 3 clusters Score -3754348 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3755342.500000 Penalty: 3401.713623
	Iteration 10Q: 3 clusters Score -3755342 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3755863.000000 Penalty: 3401.713623
	Iteration 11Q: 3 clusters Score -3755863 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3756078.500000 Penalty: 3401.713623
	Iteration 12Q: 3 clusters Score -3756078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3756194.250000 Penalty: 3401.713623
	Iteration 13Q: 3 clusters Score -3756194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3756258.000000 Penalty: 3401.713623
	Iteration 14Q: 3 clusters Score -3756258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3756299.750000 Penalty: 3401.713623
	Iteration 15Q: 3 clusters Score -3756300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3756324.500000 Penalty: 3401.713623
	Iteration 16Q: 3 clusters Score -3756324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3756356.500000 Penalty: 3401.713623
	Iteration 17Q: 3 clusters Score -3756356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3756369.750000 Penalty: 3401.713623
	Iteration 18Q: 3 clusters Score -3756370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3756380.250000 Penalty: 3401.713623
	Iteration 19Q: 3 clusters Score -3756380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3756384.000000 Penalty: 3401.713623
	Iteration 20F: 3 clusters Score -3756384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3756384.250000 Penalty: 3401.713623
	Iteration 21Q: 3 clusters Score -3756384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3756389.000000 Penalty: 3401.713623
	Iteration 22Q: 3 clusters Score -3756389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3756391.250000 Penalty: 3401.713623
	Iteration 23Q: 3 clusters Score -3756391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3756392.250000 Penalty: 3401.713623
	Iteration 24Q: 3 clusters Score -3756392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3756392.000000 Penalty: 3401.713623
	Iteration 25Q: 3 clusters Score -3756392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3756392.750000 Penalty: 3401.713623
	Iteration 26Q: 3 clusters Score -3756393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3756394.500000 Penalty: 3401.713623
	Iteration 27Q: 3 clusters Score -3756394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3756395.750000 Penalty: 3401.713623
	Iteration 28Q: 3 clusters Score -3756396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3756403.000000 Penalty: 3401.713623
	Iteration 29Q: 3 clusters Score -3756403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3756405.500000 Penalty: 3401.713623
	Iteration 30Q: 3 clusters Score -3756406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3756410.750000 Penalty: 3401.713623
	Iteration 31Q: 3 clusters Score -3756411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3756412.250000 Penalty: 3401.713623
	Iteration 32Q: 3 clusters Score -3756412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3756418.250000 Penalty: 3401.713623
	Iteration 33Q: 3 clusters Score -3756418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3756417.750000 Penalty: 3401.713623
	Iteration 34Q: 3 clusters Score -3756418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3756418.750000 Penalty: 3401.713623
	Iteration 35Q: 3 clusters Score -3756419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3756418.750000 Penalty: 3401.713623
	Iteration 36F: 3 clusters Score -3756419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -520066.125000 Penalty: 1391.910400
	Iteration 0F: 2 clusters Score -520066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -515892.187500 Penalty: 2783.820801
	Iteration 0F: 3 clusters Score -515892.2 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -517370.343750 Penalty: 2783.820801
	Iteration 1F: 3 clusters Score -517370.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -517940.843750 Penalty: 2783.820801
	Iteration 2F: 3 clusters Score -517940.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518467.218750 Penalty: 2783.820801
	Iteration 3F: 3 clusters Score -518467.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -519030.062500 Penalty: 2783.820801
	Iteration 4F: 3 clusters Score -519030.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -519443.937500 Penalty: 2783.820801
	Iteration 5F: 3 clusters Score -519443.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -519727.531250 Penalty: 2783.820801
	Iteration 6F: 3 clusters Score -519727.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -519865.843750 Penalty: 2783.820801
	Iteration 7Q: 3 clusters Score -519865.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -519961.156250 Penalty: 2783.820801
	Iteration 8Q: 3 clusters Score -519961.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -520010.687500 Penalty: 2783.820801
	Iteration 9Q: 3 clusters Score -520010.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -520038.000000 Penalty: 2783.820801
	Iteration 10Q: 3 clusters Score -520038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -520056.656250 Penalty: 2783.820801
	Iteration 11Q: 3 clusters Score -520056.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -520069.937500 Penalty: 2783.820801
	Iteration 12Q: 3 clusters Score -520069.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -520076.687500 Penalty: 2783.820801
	Iteration 13Q: 3 clusters Score -520076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -520083.281250 Penalty: 2783.820801
	Iteration 14Q: 3 clusters Score -520083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -520083.593750 Penalty: 2783.820801
	Iteration 15Q: 3 clusters Score -520083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -520084.093750 Penalty: 2783.820801
	Iteration 16Q: 3 clusters Score -520084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -520086.625000 Penalty: 2783.820801
	Iteration 17Q: 3 clusters Score -520086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -520086.593750 Penalty: 2783.820801
	Iteration 18Q: 3 clusters Score -520086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -520090.562500 Penalty: 2783.820801
	Iteration 19Q: 3 clusters Score -520090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -520092.187500 Penalty: 2783.820801
	Iteration 20F: 3 clusters Score -520092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -520092.500000 Penalty: 2783.820801
	Iteration 21Q: 3 clusters Score -520092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -520096.968750 Penalty: 2783.820801
	Iteration 22Q: 3 clusters Score -520097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -520096.937500 Penalty: 2783.820801
	Iteration 23Q: 3 clusters Score -520096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -520099.093750 Penalty: 2783.820801
	Iteration 24Q: 3 clusters Score -520099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -520100.218750 Penalty: 2783.820801
	Iteration 25Q: 3 clusters Score -520100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -520101.000000 Penalty: 2783.820801
	Iteration 26Q: 3 clusters Score -520101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -520100.875000 Penalty: 2783.820801
	Iteration 27Q: 3 clusters Score -520100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -520100.437500 Penalty: 2783.820801
	Iteration 28Q: 3 clusters Score -520100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -520100.437500 Penalty: 2783.820801
	Iteration 29F: 3 clusters Score -520100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 80909 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36504 members 
Mstep: Class 11 contains 204667 members 
Mstep: Class 12 contains 47186 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 47606 members 
Mstep: Class 17 contains 35130 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 4474 members 
Entering Unmasked Estep 
Score: -70216536.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70217336.000000 to -70216536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41787.691406 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41787.69 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41983.558594 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -41983.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42025.976562 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42025.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42045.246094 Penalty: 2028.089600
	Iteration 3Q: 3 clusters Score -42045.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42060.507812 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -42060.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42077.628906 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42077.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42105.492188 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42105.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42133.308594 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42133.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42161.734375 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42161.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42196.531250 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -42196.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42215.863281 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -42215.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42238.093750 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -42238.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42252.054688 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -42252.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42260.832031 Penalty: 2028.089600
	Iteration 13Q: 3 clusters Score -42260.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42276.937500 Penalty: 2028.089600
	Iteration 14Q: 3 clusters Score -42276.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42291.195312 Penalty: 2028.089600
	Iteration 15Q: 3 clusters Score -42291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42300.144531 Penalty: 2028.089600
	Iteration 16Q: 3 clusters Score -42300.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42308.386719 Penalty: 2028.089600
	Iteration 17Q: 3 clusters Score -42308.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42310.585938 Penalty: 2028.089600
	Iteration 18F: 3 clusters Score -42310.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42356.414062 Penalty: 2028.089600
	Iteration 19Q: 3 clusters Score -42356.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42402.500000 Penalty: 2028.089600
	Iteration 20F: 3 clusters Score -42402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42559.746094 Penalty: 2028.089600
	Iteration 21Q: 3 clusters Score -42559.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42598.890625 Penalty: 2028.089600
	Iteration 22Q: 3 clusters Score -42598.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42626.492188 Penalty: 2028.089600
	Iteration 23Q: 3 clusters Score -42626.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42633.804688 Penalty: 2028.089600
	Iteration 24Q: 3 clusters Score -42633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42645.738281 Penalty: 2028.089600
	Iteration 25Q: 3 clusters Score -42645.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42648.597656 Penalty: 2028.089600
	Iteration 26Q: 3 clusters Score -42648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42648.597656 Penalty: 2028.089600
	Iteration 27F: 3 clusters Score -42648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 80909 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36504 members 
Mstep: Class 11 contains 204667 members 
Mstep: Class 12 contains 47186 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 47606 members 
Mstep: Class 17 contains 35130 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217312.000000 Penalty: 41459.531250
Iteration 279Q: 20 clusters Score -7.021731e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 80883 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23614 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36503 members 
Mstep: Class 11 contains 204702 members 
Mstep: Class 12 contains 47191 members 
Mstep: Class 13 contains 64403 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19487 members 
Mstep: Class 16 contains 47605 members 
Mstep: Class 17 contains 35130 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 280F: 20 clusters Score -7.021728e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 80854 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36501 members 
Mstep: Class 11 contains 204749 members 
Mstep: Class 12 contains 47191 members 
Mstep: Class 13 contains 64408 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 19484 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35132 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 281Q: 20 clusters Score -7.021726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 80829 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36501 members 
Mstep: Class 11 contains 204777 members 
Mstep: Class 12 contains 47193 members 
Mstep: Class 13 contains 64418 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 16 contains 47599 members 
Mstep: Class 17 contains 35136 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 282Q: 20 clusters Score -7.021721e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 80816 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36499 members 
Mstep: Class 11 contains 204796 members 
Mstep: Class 12 contains 47197 members 
Mstep: Class 13 contains 64429 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 16 contains 47599 members 
Mstep: Class 17 contains 35139 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217328.000000 Penalty: 41459.531250
Iteration 283Q: 20 clusters Score -7.021733e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 80800 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23611 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 11 contains 204817 members 
Mstep: Class 12 contains 47201 members 
Mstep: Class 13 contains 64438 members 
Mstep: Class 14 contains 29953 members 
Mstep: Class 15 contains 19476 members 
Mstep: Class 16 contains 47599 members 
Mstep: Class 17 contains 35139 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 284Q: 20 clusters Score -7.021727e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 80772 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36495 members 
Mstep: Class 11 contains 204846 members 
Mstep: Class 12 contains 47200 members 
Mstep: Class 13 contains 64450 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 19474 members 
Mstep: Class 16 contains 47600 members 
Mstep: Class 17 contains 35140 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 285Q: 20 clusters Score -7.021726e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 80733 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36496 members 
Mstep: Class 11 contains 204879 members 
Mstep: Class 12 contains 47198 members 
Mstep: Class 13 contains 64455 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19474 members 
Mstep: Class 16 contains 47602 members 
Mstep: Class 17 contains 35140 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217352.000000 Penalty: 41459.531250
Iteration 286Q: 20 clusters Score -7.021735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 80706 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23607 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36493 members 
Mstep: Class 11 contains 204916 members 
Mstep: Class 12 contains 47195 members 
Mstep: Class 13 contains 64462 members 
Mstep: Class 14 contains 29958 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35142 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217368.000000 Penalty: 41459.531250
Iteration 287Q: 20 clusters Score -7.021737e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 80677 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36492 members 
Mstep: Class 11 contains 204946 members 
Mstep: Class 12 contains 47192 members 
Mstep: Class 13 contains 64467 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35145 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 288Q: 20 clusters Score -7.021725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 50349 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36490 members 
Mstep: Class 11 contains 204974 members 
Mstep: Class 12 contains 47191 members 
Mstep: Class 13 contains 64475 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 47602 members 
Mstep: Class 17 contains 35148 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217304.000000 Penalty: 41459.531250
Iteration 289Q: 20 clusters Score -7.02173e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 80624 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23610 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 205010 members 
Mstep: Class 12 contains 47188 members 
Mstep: Class 13 contains 64478 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35146 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 290Q: 20 clusters Score -7.021729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 80610 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 205030 members 
Mstep: Class 12 contains 47189 members 
Mstep: Class 13 contains 64487 members 
Mstep: Class 14 contains 29959 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35145 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217304.000000 Penalty: 41459.531250
Iteration 291Q: 20 clusters Score -7.02173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 80590 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36488 members 
Mstep: Class 11 contains 205058 members 
Mstep: Class 12 contains 47187 members 
Mstep: Class 13 contains 64492 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35147 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217304.000000 Penalty: 41459.531250
Iteration 292Q: 20 clusters Score -7.02173e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 80579 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36488 members 
Mstep: Class 11 contains 205075 members 
Mstep: Class 12 contains 47186 members 
Mstep: Class 13 contains 64492 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35146 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 293Q: 20 clusters Score -7.021729e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 80560 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36488 members 
Mstep: Class 11 contains 205093 members 
Mstep: Class 12 contains 47184 members 
Mstep: Class 13 contains 64496 members 
Mstep: Class 14 contains 29959 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35146 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217328.000000 Penalty: 41459.531250
Iteration 294Q: 20 clusters Score -7.021733e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 80534 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23622 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36486 members 
Mstep: Class 11 contains 205116 members 
Mstep: Class 12 contains 47182 members 
Mstep: Class 13 contains 64500 members 
Mstep: Class 14 contains 29963 members 
Mstep: Class 15 contains 19455 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35148 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 295Q: 20 clusters Score -7.021724e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 80521 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23624 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36481 members 
Mstep: Class 11 contains 205136 members 
Mstep: Class 12 contains 47178 members 
Mstep: Class 13 contains 64507 members 
Mstep: Class 14 contains 29964 members 
Mstep: Class 15 contains 19455 members 
Mstep: Class 16 contains 47602 members 
Mstep: Class 17 contains 35152 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217368.000000 Penalty: 41459.531250
Iteration 296Q: 20 clusters Score -7.021737e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 80499 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23625 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36481 members 
Mstep: Class 11 contains 205158 members 
Mstep: Class 12 contains 47180 members 
Mstep: Class 13 contains 64511 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 47602 members 
Mstep: Class 17 contains 35153 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217408.000000 Penalty: 41459.531250
Iteration 297Q: 20 clusters Score -7.021741e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 80473 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23625 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36481 members 
Mstep: Class 11 contains 205195 members 
Mstep: Class 12 contains 47181 members 
Mstep: Class 13 contains 64511 members 
Mstep: Class 14 contains 29961 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35153 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217368.000000 Penalty: 41459.531250
Iteration 298Q: 20 clusters Score -7.021737e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 80450 members 
Mstep: Class 3 contains 50345 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23624 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36480 members 
Mstep: Class 11 contains 205231 members 
Mstep: Class 12 contains 47180 members 
Mstep: Class 13 contains 64510 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19455 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35159 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217344.000000 Penalty: 41459.531250
Iteration 299Q: 20 clusters Score -7.021734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 80417 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36480 members 
Mstep: Class 11 contains 205255 members 
Mstep: Class 12 contains 47185 members 
Mstep: Class 13 contains 64513 members 
Mstep: Class 14 contains 29958 members 
Mstep: Class 15 contains 19453 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35165 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217416.000000 Penalty: 41459.531250
Iteration 300F: 20 clusters Score -7.021742e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 80386 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36478 members 
Mstep: Class 11 contains 205289 members 
Mstep: Class 12 contains 47185 members 
Mstep: Class 13 contains 64513 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 19451 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35170 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217408.000000 Penalty: 41459.531250
Iteration 301Q: 20 clusters Score -7.021741e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 80350 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23630 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36477 members 
Mstep: Class 11 contains 205323 members 
Mstep: Class 12 contains 47188 members 
Mstep: Class 13 contains 64515 members 
Mstep: Class 14 contains 29958 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35172 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217352.000000 Penalty: 41459.531250
Iteration 302Q: 20 clusters Score -7.021735e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 80323 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23634 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36476 members 
Mstep: Class 11 contains 205339 members 
Mstep: Class 12 contains 47189 members 
Mstep: Class 13 contains 64527 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 35178 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217360.000000 Penalty: 41459.531250
Iteration 303Q: 20 clusters Score -7.021736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 80300 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23638 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36474 members 
Mstep: Class 11 contains 205345 members 
Mstep: Class 12 contains 47192 members 
Mstep: Class 13 contains 64538 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 47601 members 
Mstep: Class 17 contains 35183 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217336.000000 Penalty: 41459.531250
Iteration 304Q: 20 clusters Score -7.021734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 80282 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23642 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36473 members 
Mstep: Class 11 contains 205348 members 
Mstep: Class 12 contains 47193 members 
Mstep: Class 13 contains 64548 members 
Mstep: Class 14 contains 29957 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35187 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217328.000000 Penalty: 41459.531250
Iteration 305Q: 20 clusters Score -7.021733e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 80271 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23648 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36471 members 
Mstep: Class 11 contains 205360 members 
Mstep: Class 12 contains 47191 members 
Mstep: Class 13 contains 64557 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 19447 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 35188 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 306Q: 20 clusters Score -7.021729e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 80244 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23649 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36470 members 
Mstep: Class 11 contains 205375 members 
Mstep: Class 12 contains 47193 members 
Mstep: Class 13 contains 64571 members 
Mstep: Class 14 contains 29954 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47604 members 
Mstep: Class 17 contains 35190 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 307Q: 20 clusters Score -7.021724e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 80227 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36467 members 
Mstep: Class 11 contains 205393 members 
Mstep: Class 12 contains 47195 members 
Mstep: Class 13 contains 64578 members 
Mstep: Class 14 contains 29954 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47606 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 308Q: 20 clusters Score -7.021724e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 80207 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36466 members 
Mstep: Class 11 contains 205407 members 
Mstep: Class 12 contains 47200 members 
Mstep: Class 13 contains 64586 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 35192 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 309Q: 20 clusters Score -7.021727e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 80192 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36465 members 
Mstep: Class 11 contains 205423 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 64594 members 
Mstep: Class 14 contains 29950 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 47609 members 
Mstep: Class 17 contains 35192 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 310Q: 20 clusters Score -7.02172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 80154 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36464 members 
Mstep: Class 11 contains 205445 members 
Mstep: Class 12 contains 47205 members 
Mstep: Class 13 contains 64607 members 
Mstep: Class 14 contains 29950 members 
Mstep: Class 15 contains 19451 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 35194 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 311Q: 20 clusters Score -7.021721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 80123 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23650 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36463 members 
Mstep: Class 11 contains 205475 members 
Mstep: Class 12 contains 47209 members 
Mstep: Class 13 contains 64616 members 
Mstep: Class 14 contains 29945 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 35194 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 312Q: 20 clusters Score -7.021716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 80095 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 23650 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36464 members 
Mstep: Class 11 contains 205489 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 64627 members 
Mstep: Class 14 contains 29942 members 
Mstep: Class 15 contains 19447 members 
Mstep: Class 16 contains 47613 members 
Mstep: Class 17 contains 35200 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 313Q: 20 clusters Score -7.021713e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 80076 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36462 members 
Mstep: Class 11 contains 205500 members 
Mstep: Class 12 contains 47218 members 
Mstep: Class 13 contains 64635 members 
Mstep: Class 14 contains 29940 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 35204 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 314Q: 20 clusters Score -7.021718e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 80054 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36460 members 
Mstep: Class 11 contains 205524 members 
Mstep: Class 12 contains 47221 members 
Mstep: Class 13 contains 64641 members 
Mstep: Class 14 contains 29937 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 35202 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 315Q: 20 clusters Score -7.021726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 80046 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36459 members 
Mstep: Class 11 contains 205531 members 
Mstep: Class 12 contains 47226 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 19447 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 35203 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 316Q: 20 clusters Score -7.021726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 80035 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36457 members 
Mstep: Class 11 contains 205547 members 
Mstep: Class 12 contains 47229 members 
Mstep: Class 13 contains 64652 members 
Mstep: Class 14 contains 29930 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 35204 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217288.000000 Penalty: 41459.531250
Iteration 317Q: 20 clusters Score -7.021729e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 80025 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36455 members 
Mstep: Class 11 contains 205566 members 
Mstep: Class 12 contains 47233 members 
Mstep: Class 13 contains 64655 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47614 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 318Q: 20 clusters Score -7.021726e+07 nChanged 63
Entering ConstructFrom: 
Score: -70217264.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (17984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Entering Unmasked Estep 
Score: -1916752.000000 Penalty: 1592.051025
	Iteration 0F: 2 clusters Score -1916752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1904498.375000 Penalty: 3184.102051
	Iteration 0F: 3 clusters Score -1904498 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1909288.500000 Penalty: 3184.102051
	Iteration 1F: 3 clusters Score -1909288 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1909849.750000 Penalty: 3184.102051
	Iteration 2F: 3 clusters Score -1909850 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1910464.375000 Penalty: 3184.102051
	Iteration 3F: 3 clusters Score -1910464 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1911137.250000 Penalty: 3184.102051
	Iteration 4F: 3 clusters Score -1911137 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1911876.125000 Penalty: 3184.102051
	Iteration 5F: 3 clusters Score -1911876 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1912725.500000 Penalty: 3184.102051
	Iteration 6F: 3 clusters Score -1912726 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1913564.625000 Penalty: 3184.102051
	Iteration 7F: 3 clusters Score -1913565 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1914145.875000 Penalty: 3184.102051
	Iteration 8Q: 3 clusters Score -1914146 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1914401.250000 Penalty: 3184.102051
	Iteration 9Q: 3 clusters Score -1914401 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1914497.750000 Penalty: 3184.102051
	Iteration 10Q: 3 clusters Score -1914498 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1914555.000000 Penalty: 3184.102051
	Iteration 11Q: 3 clusters Score -1914555 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1914591.750000 Penalty: 3184.102051
	Iteration 12Q: 3 clusters Score -1914592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1914613.875000 Penalty: 3184.102051
	Iteration 13Q: 3 clusters Score -1914614 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1914639.875000 Penalty: 3184.102051
	Iteration 14Q: 3 clusters Score -1914640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1914668.500000 Penalty: 3184.102051
	Iteration 15Q: 3 clusters Score -1914668 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1914693.500000 Penalty: 3184.102051
	Iteration 16Q: 3 clusters Score -1914694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1914709.500000 Penalty: 3184.102051
	Iteration 17Q: 3 clusters Score -1914710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1914738.500000 Penalty: 3184.102051
	Iteration 18Q: 3 clusters Score -1914738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1914748.875000 Penalty: 3184.102051
	Iteration 19Q: 3 clusters Score -1914749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1914768.125000 Penalty: 3184.102051
	Iteration 20F: 3 clusters Score -1914768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1914786.625000 Penalty: 3184.102051
	Iteration 21Q: 3 clusters Score -1914787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1914820.375000 Penalty: 3184.102051
	Iteration 22Q: 3 clusters Score -1914820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1914853.875000 Penalty: 3184.102051
	Iteration 23Q: 3 clusters Score -1914854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1914882.500000 Penalty: 3184.102051
	Iteration 24Q: 3 clusters Score -1914882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1914920.750000 Penalty: 3184.102051
	Iteration 25Q: 3 clusters Score -1914921 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1914952.750000 Penalty: 3184.102051
	Iteration 26Q: 3 clusters Score -1914953 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1914991.125000 Penalty: 3184.102051
	Iteration 27Q: 3 clusters Score -1914991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1915027.375000 Penalty: 3184.102051
	Iteration 28Q: 3 clusters Score -1915027 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1915072.125000 Penalty: 3184.102051
	Iteration 29Q: 3 clusters Score -1915072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1915117.250000 Penalty: 3184.102051
	Iteration 30Q: 3 clusters Score -1915117 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1915170.375000 Penalty: 3184.102051
	Iteration 31Q: 3 clusters Score -1915170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1915200.750000 Penalty: 3184.102051
	Iteration 32Q: 3 clusters Score -1915201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1915231.625000 Penalty: 3184.102051
	Iteration 33Q: 3 clusters Score -1915232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1915251.750000 Penalty: 3184.102051
	Iteration 34Q: 3 clusters Score -1915252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1915270.125000 Penalty: 3184.102051
	Iteration 35Q: 3 clusters Score -1915270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1915288.625000 Penalty: 3184.102051
	Iteration 36Q: 3 clusters Score -1915289 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1915302.750000 Penalty: 3184.102051
	Iteration 37Q: 3 clusters Score -1915303 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1915327.000000 Penalty: 3184.102051
	Iteration 38Q: 3 clusters Score -1915327 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1915351.625000 Penalty: 3184.102051
	Iteration 39Q: 3 clusters Score -1915352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1915365.625000 Penalty: 3184.102051
	Iteration 40F: 3 clusters Score -1915366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1915387.875000 Penalty: 3184.102051
	Iteration 41Q: 3 clusters Score -1915388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1915405.750000 Penalty: 3184.102051
	Iteration 42Q: 3 clusters Score -1915406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1915427.000000 Penalty: 3184.102051
	Iteration 43Q: 3 clusters Score -1915427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1915445.125000 Penalty: 3184.102051
	Iteration 44Q: 3 clusters Score -1915445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1915456.500000 Penalty: 3184.102051
	Iteration 45Q: 3 clusters Score -1915456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1915472.125000 Penalty: 3184.102051
	Iteration 46Q: 3 clusters Score -1915472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1915487.625000 Penalty: 3184.102051
	Iteration 47Q: 3 clusters Score -1915488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1915501.125000 Penalty: 3184.102051
	Iteration 48Q: 3 clusters Score -1915501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1915516.500000 Penalty: 3184.102051
	Iteration 49Q: 3 clusters Score -1915516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1915533.250000 Penalty: 3184.102051
	Iteration 50Q: 3 clusters Score -1915533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1915539.875000 Penalty: 3184.102051
	Iteration 51Q: 3 clusters Score -1915540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1915552.000000 Penalty: 3184.102051
	Iteration 52Q: 3 clusters Score -1915552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1915557.500000 Penalty: 3184.102051
	Iteration 53Q: 3 clusters Score -1915558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1915560.500000 Penalty: 3184.102051
	Iteration 54Q: 3 clusters Score -1915560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1915567.000000 Penalty: 3184.102051
	Iteration 55Q: 3 clusters Score -1915567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1915576.750000 Penalty: 3184.102051
	Iteration 56Q: 3 clusters Score -1915577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1915579.500000 Penalty: 3184.102051
	Iteration 57Q: 3 clusters Score -1915580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1915585.625000 Penalty: 3184.102051
	Iteration 58Q: 3 clusters Score -1915586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1915586.750000 Penalty: 3184.102051
	Iteration 59Q: 3 clusters Score -1915587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1915588.125000 Penalty: 3184.102051
	Iteration 60F: 3 clusters Score -1915588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1915593.375000 Penalty: 3184.102051
	Iteration 61Q: 3 clusters Score -1915593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1915601.000000 Penalty: 3184.102051
	Iteration 62Q: 3 clusters Score -1915601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1915607.125000 Penalty: 3184.102051
	Iteration 63Q: 3 clusters Score -1915607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1915606.750000 Penalty: 3184.102051
	Iteration 64Q: 3 clusters Score -1915607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1915616.125000 Penalty: 3184.102051
	Iteration 65Q: 3 clusters Score -1915616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1915615.500000 Penalty: 3184.102051
	Iteration 66Q: 3 clusters Score -1915616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1915625.625000 Penalty: 3184.102051
	Iteration 67Q: 3 clusters Score -1915626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1915624.125000 Penalty: 3184.102051
	Iteration 68Q: 3 clusters Score -1915624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1915629.375000 Penalty: 3184.102051
	Iteration 69Q: 3 clusters Score -1915629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1915631.250000 Penalty: 3184.102051
	Iteration 70Q: 3 clusters Score -1915631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1915634.375000 Penalty: 3184.102051
	Iteration 71Q: 3 clusters Score -1915634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1915641.000000 Penalty: 3184.102051
	Iteration 72Q: 3 clusters Score -1915641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1915644.125000 Penalty: 3184.102051
	Iteration 73Q: 3 clusters Score -1915644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1915652.375000 Penalty: 3184.102051
	Iteration 74Q: 3 clusters Score -1915652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1915656.500000 Penalty: 3184.102051
	Iteration 75Q: 3 clusters Score -1915656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1915659.125000 Penalty: 3184.102051
	Iteration 76Q: 3 clusters Score -1915659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1915661.500000 Penalty: 3184.102051
	Iteration 77Q: 3 clusters Score -1915662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1915668.000000 Penalty: 3184.102051
	Iteration 78Q: 3 clusters Score -1915668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1915670.750000 Penalty: 3184.102051
	Iteration 79Q: 3 clusters Score -1915671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1915671.875000 Penalty: 3184.102051
	Iteration 80F: 3 clusters Score -1915672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1915673.000000 Penalty: 3184.102051
	Iteration 81Q: 3 clusters Score -1915673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1915671.750000 Penalty: 3184.102051
	Iteration 82Q: 3 clusters Score -1915672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1915673.500000 Penalty: 3184.102051
	Iteration 83Q: 3 clusters Score -1915674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1915672.750000 Penalty: 3184.102051
	Iteration 84Q: 3 clusters Score -1915673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1915675.125000 Penalty: 3184.102051
	Iteration 85Q: 3 clusters Score -1915675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1915676.750000 Penalty: 3184.102051
	Iteration 86Q: 3 clusters Score -1915677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1915679.750000 Penalty: 3184.102051
	Iteration 87Q: 3 clusters Score -1915680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1915679.500000 Penalty: 3184.102051
	Iteration 88Q: 3 clusters Score -1915680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1915682.750000 Penalty: 3184.102051
	Iteration 89Q: 3 clusters Score -1915683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1915682.500000 Penalty: 3184.102051
	Iteration 90Q: 3 clusters Score -1915682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1915683.125000 Penalty: 3184.102051
	Iteration 91Q: 3 clusters Score -1915683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1915683.125000 Penalty: 3184.102051
	Iteration 92F: 3 clusters Score -1915683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Entering Unmasked Estep 
Score: -8488196.000000 Penalty: 1834.636353
	Iteration 0F: 2 clusters Score -8488196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -8435136.000000 Penalty: 3669.272705
	Iteration 0F: 3 clusters Score -8435136 nChanged 38001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8457220.000000 Penalty: 3669.272705
	Iteration 1F: 3 clusters Score -8457220 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8457998.000000 Penalty: 3669.272705
	Iteration 2Q: 3 clusters Score -8457998 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -8459017.000000 Penalty: 3669.272705
	Iteration 3Q: 3 clusters Score -8459017 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -8460467.000000 Penalty: 3669.272705
	Iteration 4Q: 3 clusters Score -8460467 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -8462437.000000 Penalty: 3669.272705
	Iteration 5F: 3 clusters Score -8462437 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 3669.272705
	Iteration 6F: 3 clusters Score -8465551 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -8469430.000000 Penalty: 3669.272705
	Iteration 7F: 3 clusters Score -8469430 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -8473510.000000 Penalty: 3669.272705
	Iteration 8F: 3 clusters Score -8473510 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8476365.000000 Penalty: 3669.272705
	Iteration 9F: 3 clusters Score -8476365 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8477929.000000 Penalty: 3669.272705
	Iteration 10Q: 3 clusters Score -8477929 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8478894.000000 Penalty: 3669.272705
	Iteration 11Q: 3 clusters Score -8478894 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -8479684.000000 Penalty: 3669.272705
	Iteration 12Q: 3 clusters Score -8479684 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -8480408.000000 Penalty: 3669.272705
	Iteration 13Q: 3 clusters Score -8480408 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -8481137.000000 Penalty: 3669.272705
	Iteration 14Q: 3 clusters Score -8481137 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -8481736.000000 Penalty: 3669.272705
	Iteration 15Q: 3 clusters Score -8481736 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -8482342.000000 Penalty: 3669.272705
	Iteration 16Q: 3 clusters Score -8482342 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8482829.000000 Penalty: 3669.272705
	Iteration 17Q: 3 clusters Score -8482829 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -8483366.000000 Penalty: 3669.272705
	Iteration 18Q: 3 clusters Score -8483366 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -8483874.000000 Penalty: 3669.272705
	Iteration 19Q: 3 clusters Score -8483874 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8484325.000000 Penalty: 3669.272705
	Iteration 20F: 3 clusters Score -8484325 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8484708.000000 Penalty: 3669.272705
	Iteration 21Q: 3 clusters Score -8484708 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8485065.000000 Penalty: 3669.272705
	Iteration 22Q: 3 clusters Score -8485065 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8485381.000000 Penalty: 3669.272705
	Iteration 23Q: 3 clusters Score -8485381 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8485607.000000 Penalty: 3669.272705
	Iteration 24Q: 3 clusters Score -8485607 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8485811.000000 Penalty: 3669.272705
	Iteration 25Q: 3 clusters Score -8485811 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8486018.000000 Penalty: 3669.272705
	Iteration 26Q: 3 clusters Score -8486018 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8486141.000000 Penalty: 3669.272705
	Iteration 27Q: 3 clusters Score -8486141 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8486270.000000 Penalty: 3669.272705
	Iteration 28Q: 3 clusters Score -8486270 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8486389.000000 Penalty: 3669.272705
	Iteration 29Q: 3 clusters Score -8486389 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8486482.000000 Penalty: 3669.272705
	Iteration 30Q: 3 clusters Score -8486482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8486540.000000 Penalty: 3669.272705
	Iteration 31Q: 3 clusters Score -8486540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8486583.000000 Penalty: 3669.272705
	Iteration 32Q: 3 clusters Score -8486583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8486616.000000 Penalty: 3669.272705
	Iteration 33Q: 3 clusters Score -8486616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8486679.000000 Penalty: 3669.272705
	Iteration 34Q: 3 clusters Score -8486679 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8486728.000000 Penalty: 3669.272705
	Iteration 35Q: 3 clusters Score -8486728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8486741.000000 Penalty: 3669.272705
	Iteration 36Q: 3 clusters Score -8486741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8486764.000000 Penalty: 3669.272705
	Iteration 37Q: 3 clusters Score -8486764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8486779.000000 Penalty: 3669.272705
	Iteration 38Q: 3 clusters Score -8486779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8486780.000000 Penalty: 3669.272705
	Iteration 39Q: 3 clusters Score -8486780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8486799.000000 Penalty: 3669.272705
	Iteration 40F: 3 clusters Score -8486799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8486798.000000 Penalty: 3669.272705
	Iteration 41Q: 3 clusters Score -8486798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8486809.000000 Penalty: 3669.272705
	Iteration 42Q: 3 clusters Score -8486809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8486814.000000 Penalty: 3669.272705
	Iteration 43Q: 3 clusters Score -8486814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8486819.000000 Penalty: 3669.272705
	Iteration 44Q: 3 clusters Score -8486819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8486831.000000 Penalty: 3669.272705
	Iteration 45Q: 3 clusters Score -8486831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8486838.000000 Penalty: 3669.272705
	Iteration 46Q: 3 clusters Score -8486838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8486838.000000 Penalty: 3669.272705
	Iteration 47Q: 3 clusters Score -8486838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8486831.000000 Penalty: 3669.272705
	Iteration 48Q: 3 clusters Score -8486831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8486839.000000 Penalty: 3669.272705
	Iteration 49Q: 3 clusters Score -8486839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8486834.000000 Penalty: 3669.272705
	Iteration 50Q: 3 clusters Score -8486834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8486835.000000 Penalty: 3669.272705
	Iteration 51Q: 3 clusters Score -8486835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8486849.000000 Penalty: 3669.272705
	Iteration 52Q: 3 clusters Score -8486849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8486850.000000 Penalty: 3669.272705
	Iteration 53Q: 3 clusters Score -8486850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8486847.000000 Penalty: 3669.272705
	Iteration 54Q: 3 clusters Score -8486847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8486849.000000 Penalty: 3669.272705
	Iteration 55Q: 3 clusters Score -8486849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8486849.000000 Penalty: 3669.272705
	Iteration 56Q: 3 clusters Score -8486849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8486846.000000 Penalty: 3669.272705
	Iteration 57Q: 3 clusters Score -8486846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8486846.000000 Penalty: 3669.272705
	Iteration 58Q: 3 clusters Score -8486846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8486837.000000 Penalty: 3669.272705
	Iteration 59Q: 3 clusters Score -8486837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8486837.000000 Penalty: 3669.272705
	Iteration 60F: 3 clusters Score -8486837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8486842.000000 Penalty: 3669.272705
	Iteration 61Q: 3 clusters Score -8486842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8486845.000000 Penalty: 3669.272705
	Iteration 62Q: 3 clusters Score -8486845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8486848.000000 Penalty: 3669.272705
	Iteration 63Q: 3 clusters Score -8486848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8486848.000000 Penalty: 3669.272705
	Iteration 64F: 3 clusters Score -8486848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Entering Unmasked Estep 
Score: -5393825.000000 Penalty: 1759.312012
	Iteration 0F: 2 clusters Score -5393825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5360408.500000 Penalty: 3518.624023
	Iteration 0F: 3 clusters Score -5360408 nChanged 23452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5373709.500000 Penalty: 3518.624023
	Iteration 1F: 3 clusters Score -5373710 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -5374597.000000 Penalty: 3518.624023
	Iteration 2Q: 3 clusters Score -5374597 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5375996.500000 Penalty: 3518.624023
	Iteration 3F: 3 clusters Score -5375996 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5378466.000000 Penalty: 3518.624023
	Iteration 4F: 3 clusters Score -5378466 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5381806.500000 Penalty: 3518.624023
	Iteration 5F: 3 clusters Score -5381806 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -5385246.500000 Penalty: 3518.624023
	Iteration 6F: 3 clusters Score -5385246 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5387829.000000 Penalty: 3518.624023
	Iteration 7F: 3 clusters Score -5387829 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5389322.000000 Penalty: 3518.624023
	Iteration 8Q: 3 clusters Score -5389322 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5390152.000000 Penalty: 3518.624023
	Iteration 9Q: 3 clusters Score -5390152 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -5390638.000000 Penalty: 3518.624023
	Iteration 10Q: 3 clusters Score -5390638 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5390920.500000 Penalty: 3518.624023
	Iteration 11Q: 3 clusters Score -5390920 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -5391143.000000 Penalty: 3518.624023
	Iteration 12Q: 3 clusters Score -5391143 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -5391306.500000 Penalty: 3518.624023
	Iteration 13Q: 3 clusters Score -5391306 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -5391373.000000 Penalty: 3518.624023
	Iteration 14Q: 3 clusters Score -5391373 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -5391439.500000 Penalty: 3518.624023
	Iteration 15Q: 3 clusters Score -5391440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5391455.000000 Penalty: 3518.624023
	Iteration 16Q: 3 clusters Score -5391455 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5391512.500000 Penalty: 3518.624023
	Iteration 17Q: 3 clusters Score -5391512 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5391601.500000 Penalty: 3518.624023
	Iteration 18Q: 3 clusters Score -5391602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5391619.500000 Penalty: 3518.624023
	Iteration 19Q: 3 clusters Score -5391620 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -5391652.500000 Penalty: 3518.624023
	Iteration 20F: 3 clusters Score -5391652 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5391677.000000 Penalty: 3518.624023
	Iteration 21Q: 3 clusters Score -5391677 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5391718.000000 Penalty: 3518.624023
	Iteration 22Q: 3 clusters Score -5391718 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -5391751.500000 Penalty: 3518.624023
	Iteration 23Q: 3 clusters Score -5391752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5391755.500000 Penalty: 3518.624023
	Iteration 24Q: 3 clusters Score -5391756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -5391767.500000 Penalty: 3518.624023
	Iteration 25Q: 3 clusters Score -5391768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5391796.500000 Penalty: 3518.624023
	Iteration 26Q: 3 clusters Score -5391796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5391832.500000 Penalty: 3518.624023
	Iteration 27Q: 3 clusters Score -5391832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5391874.500000 Penalty: 3518.624023
	Iteration 28Q: 3 clusters Score -5391874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5391910.000000 Penalty: 3518.624023
	Iteration 29Q: 3 clusters Score -5391910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5391942.000000 Penalty: 3518.624023
	Iteration 30Q: 3 clusters Score -5391942 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5391972.000000 Penalty: 3518.624023
	Iteration 31Q: 3 clusters Score -5391972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5392006.500000 Penalty: 3518.624023
	Iteration 32Q: 3 clusters Score -5392006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5392035.500000 Penalty: 3518.624023
	Iteration 33Q: 3 clusters Score -5392036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5392042.500000 Penalty: 3518.624023
	Iteration 34Q: 3 clusters Score -5392042 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5392086.500000 Penalty: 3518.624023
	Iteration 35Q: 3 clusters Score -5392086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5392117.000000 Penalty: 3518.624023
	Iteration 36Q: 3 clusters Score -5392117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5392137.500000 Penalty: 3518.624023
	Iteration 37Q: 3 clusters Score -5392138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -5392165.000000 Penalty: 3518.624023
	Iteration 38Q: 3 clusters Score -5392165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5392184.500000 Penalty: 3518.624023
	Iteration 39Q: 3 clusters Score -5392184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5392203.500000 Penalty: 3518.624023
	Iteration 40F: 3 clusters Score -5392204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -5392208.500000 Penalty: 3518.624023
	Iteration 41Q: 3 clusters Score -5392208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5392233.000000 Penalty: 3518.624023
	Iteration 42Q: 3 clusters Score -5392233 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5392278.000000 Penalty: 3518.624023
	Iteration 43Q: 3 clusters Score -5392278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5392318.500000 Penalty: 3518.624023
	Iteration 44Q: 3 clusters Score -5392318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5392344.000000 Penalty: 3518.624023
	Iteration 45Q: 3 clusters Score -5392344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5392370.000000 Penalty: 3518.624023
	Iteration 46Q: 3 clusters Score -5392370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5392399.000000 Penalty: 3518.624023
	Iteration 47Q: 3 clusters Score -5392399 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5392430.000000 Penalty: 3518.624023
	Iteration 48Q: 3 clusters Score -5392430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5392449.000000 Penalty: 3518.624023
	Iteration 49Q: 3 clusters Score -5392449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5392481.500000 Penalty: 3518.624023
	Iteration 50Q: 3 clusters Score -5392482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5392524.000000 Penalty: 3518.624023
	Iteration 51Q: 3 clusters Score -5392524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5392595.500000 Penalty: 3518.624023
	Iteration 52Q: 3 clusters Score -5392596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5392666.000000 Penalty: 3518.624023
	Iteration 53Q: 3 clusters Score -5392666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5392693.000000 Penalty: 3518.624023
	Iteration 54Q: 3 clusters Score -5392693 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5392769.000000 Penalty: 3518.624023
	Iteration 55Q: 3 clusters Score -5392769 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5392832.500000 Penalty: 3518.624023
	Iteration 56Q: 3 clusters Score -5392832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5392862.000000 Penalty: 3518.624023
	Iteration 57Q: 3 clusters Score -5392862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5392911.500000 Penalty: 3518.624023
	Iteration 58Q: 3 clusters Score -5392912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5392950.000000 Penalty: 3518.624023
	Iteration 59Q: 3 clusters Score -5392950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5392989.500000 Penalty: 3518.624023
	Iteration 60F: 3 clusters Score -5392990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5393008.500000 Penalty: 3518.624023
	Iteration 61Q: 3 clusters Score -5393008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5393036.000000 Penalty: 3518.624023
	Iteration 62Q: 3 clusters Score -5393036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5393039.500000 Penalty: 3518.624023
	Iteration 63Q: 3 clusters Score -5393040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5393053.000000 Penalty: 3518.624023
	Iteration 64Q: 3 clusters Score -5393053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5393062.000000 Penalty: 3518.624023
	Iteration 65Q: 3 clusters Score -5393062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5393065.500000 Penalty: 3518.624023
	Iteration 66Q: 3 clusters Score -5393066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5393069.000000 Penalty: 3518.624023
	Iteration 67Q: 3 clusters Score -5393069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5393073.500000 Penalty: 3518.624023
	Iteration 68Q: 3 clusters Score -5393074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5393077.500000 Penalty: 3518.624023
	Iteration 69Q: 3 clusters Score -5393078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5393071.500000 Penalty: 3518.624023
	Iteration 70Q: 3 clusters Score -5393072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5393085.500000 Penalty: 3518.624023
	Iteration 71Q: 3 clusters Score -5393086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5393094.500000 Penalty: 3518.624023
	Iteration 72Q: 3 clusters Score -5393094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5393099.000000 Penalty: 3518.624023
	Iteration 73Q: 3 clusters Score -5393099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5393100.000000 Penalty: 3518.624023
	Iteration 74Q: 3 clusters Score -5393100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5393101.000000 Penalty: 3518.624023
	Iteration 75Q: 3 clusters Score -5393101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5393105.000000 Penalty: 3518.624023
	Iteration 76Q: 3 clusters Score -5393105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5393109.000000 Penalty: 3518.624023
	Iteration 77Q: 3 clusters Score -5393109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5393104.500000 Penalty: 3518.624023
	Iteration 78Q: 3 clusters Score -5393104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5393105.000000 Penalty: 3518.624023
	Iteration 79Q: 3 clusters Score -5393105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5393099.000000 Penalty: 3518.624023
	Iteration 80F: 3 clusters Score -5393099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5393101.000000 Penalty: 3518.624023
	Iteration 81Q: 3 clusters Score -5393101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5393107.500000 Penalty: 3518.624023
	Iteration 82Q: 3 clusters Score -5393108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5393107.500000 Penalty: 3518.624023
	Iteration 83F: 3 clusters Score -5393108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24695.363281 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24695.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24843.796875 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24879.212891 Penalty: 1839.331665
	Iteration 2Q: 3 clusters Score -24879.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24907.625000 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -24907.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24939.875000 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24939.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24951.458984 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -24951.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24965.261719 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -24965.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24968.677734 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -24968.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24969.417969 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -24969.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24969.417969 Penalty: 1839.331665
	Iteration 9F: 3 clusters Score -24969.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -376072.781250 Penalty: 1335.728027
	Iteration 0F: 2 clusters Score -376072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -372867.468750 Penalty: 2671.456055
	Iteration 0F: 3 clusters Score -372867.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -373638.718750 Penalty: 2671.456055
	Iteration 1F: 3 clusters Score -373638.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -373799.562500 Penalty: 2671.456055
	Iteration 2F: 3 clusters Score -373799.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -373898.406250 Penalty: 2671.456055
	Iteration 3F: 3 clusters Score -373898.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373969.000000 Penalty: 2671.456055
	Iteration 4Q: 3 clusters Score -373969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -374034.687500 Penalty: 2671.456055
	Iteration 5Q: 3 clusters Score -374034.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -374099.781250 Penalty: 2671.456055
	Iteration 6Q: 3 clusters Score -374099.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -374147.312500 Penalty: 2671.456055
	Iteration 7Q: 3 clusters Score -374147.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -374197.781250 Penalty: 2671.456055
	Iteration 8Q: 3 clusters Score -374197.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374249.968750 Penalty: 2671.456055
	Iteration 9Q: 3 clusters Score -374250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -374302.875000 Penalty: 2671.456055
	Iteration 10Q: 3 clusters Score -374302.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -374346.875000 Penalty: 2671.456055
	Iteration 11Q: 3 clusters Score -374346.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -374407.656250 Penalty: 2671.456055
	Iteration 12Q: 3 clusters Score -374407.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -374462.656250 Penalty: 2671.456055
	Iteration 13Q: 3 clusters Score -374462.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -374533.843750 Penalty: 2671.456055
	Iteration 14Q: 3 clusters Score -374533.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -374625.468750 Penalty: 2671.456055
	Iteration 15Q: 3 clusters Score -374625.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374725.843750 Penalty: 2671.456055
	Iteration 16Q: 3 clusters Score -374725.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -374846.781250 Penalty: 2671.456055
	Iteration 17Q: 3 clusters Score -374846.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -374922.781250 Penalty: 2671.456055
	Iteration 18Q: 3 clusters Score -374922.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -374982.687500 Penalty: 2671.456055
	Iteration 19Q: 3 clusters Score -374982.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -375027.562500 Penalty: 2671.456055
	Iteration 20F: 3 clusters Score -375027.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -375074.843750 Penalty: 2671.456055
	Iteration 21Q: 3 clusters Score -375074.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -375103.062500 Penalty: 2671.456055
	Iteration 22Q: 3 clusters Score -375103.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -375119.718750 Penalty: 2671.456055
	Iteration 23Q: 3 clusters Score -375119.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -375133.937500 Penalty: 2671.456055
	Iteration 24Q: 3 clusters Score -375133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -375141.531250 Penalty: 2671.456055
	Iteration 25Q: 3 clusters Score -375141.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -375148.406250 Penalty: 2671.456055
	Iteration 26Q: 3 clusters Score -375148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -375156.062500 Penalty: 2671.456055
	Iteration 27Q: 3 clusters Score -375156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -375162.562500 Penalty: 2671.456055
	Iteration 28Q: 3 clusters Score -375162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -375173.687500 Penalty: 2671.456055
	Iteration 29Q: 3 clusters Score -375173.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -375188.437500 Penalty: 2671.456055
	Iteration 30Q: 3 clusters Score -375188.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -375208.312500 Penalty: 2671.456055
	Iteration 31Q: 3 clusters Score -375208.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -375222.375000 Penalty: 2671.456055
	Iteration 32Q: 3 clusters Score -375222.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -375236.062500 Penalty: 2671.456055
	Iteration 33Q: 3 clusters Score -375236.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -375243.875000 Penalty: 2671.456055
	Iteration 34Q: 3 clusters Score -375243.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -375254.156250 Penalty: 2671.456055
	Iteration 35Q: 3 clusters Score -375254.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -375261.000000 Penalty: 2671.456055
	Iteration 36Q: 3 clusters Score -375261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -375270.156250 Penalty: 2671.456055
	Iteration 37Q: 3 clusters Score -375270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -375276.781250 Penalty: 2671.456055
	Iteration 38Q: 3 clusters Score -375276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -375283.250000 Penalty: 2671.456055
	Iteration 39Q: 3 clusters Score -375283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -375292.031250 Penalty: 2671.456055
	Iteration 40F: 3 clusters Score -375292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -375296.812500 Penalty: 2671.456055
	Iteration 41Q: 3 clusters Score -375296.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -375301.531250 Penalty: 2671.456055
	Iteration 42Q: 3 clusters Score -375301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -375305.000000 Penalty: 2671.456055
	Iteration 43Q: 3 clusters Score -375305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -375309.750000 Penalty: 2671.456055
	Iteration 44Q: 3 clusters Score -375309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -375316.656250 Penalty: 2671.456055
	Iteration 45Q: 3 clusters Score -375316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -375322.656250 Penalty: 2671.456055
	Iteration 46Q: 3 clusters Score -375322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -375325.656250 Penalty: 2671.456055
	Iteration 47Q: 3 clusters Score -375325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -375328.218750 Penalty: 2671.456055
	Iteration 48Q: 3 clusters Score -375328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -375328.218750 Penalty: 2671.456055
	Iteration 49F: 3 clusters Score -375328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -756454.500000 Penalty: 1447.508911
	Iteration 0F: 2 clusters Score -756454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -750948.687500 Penalty: 2895.017822
	Iteration 0F: 3 clusters Score -750948.7 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -752700.500000 Penalty: 2895.017822
	Iteration 1F: 3 clusters Score -752700.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -753044.187500 Penalty: 2895.017822
	Iteration 2F: 3 clusters Score -753044.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -753406.250000 Penalty: 2895.017822
	Iteration 3F: 3 clusters Score -753406.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -753692.000000 Penalty: 2895.017822
	Iteration 4F: 3 clusters Score -753692 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -753950.062500 Penalty: 2895.017822
	Iteration 5F: 3 clusters Score -753950.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -754206.500000 Penalty: 2895.017822
	Iteration 6F: 3 clusters Score -754206.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -754470.000000 Penalty: 2895.017822
	Iteration 7F: 3 clusters Score -754470 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -754708.875000 Penalty: 2895.017822
	Iteration 8F: 3 clusters Score -754708.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -754910.562500 Penalty: 2895.017822
	Iteration 9Q: 3 clusters Score -754910.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -755069.750000 Penalty: 2895.017822
	Iteration 10Q: 3 clusters Score -755069.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -755180.937500 Penalty: 2895.017822
	Iteration 11Q: 3 clusters Score -755180.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -755267.812500 Penalty: 2895.017822
	Iteration 12Q: 3 clusters Score -755267.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -755325.062500 Penalty: 2895.017822
	Iteration 13Q: 3 clusters Score -755325.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -755353.187500 Penalty: 2895.017822
	Iteration 14Q: 3 clusters Score -755353.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -755370.937500 Penalty: 2895.017822
	Iteration 15Q: 3 clusters Score -755370.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -755387.375000 Penalty: 2895.017822
	Iteration 16Q: 3 clusters Score -755387.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -755396.812500 Penalty: 2895.017822
	Iteration 17Q: 3 clusters Score -755396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -755407.375000 Penalty: 2895.017822
	Iteration 18Q: 3 clusters Score -755407.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -755413.750000 Penalty: 2895.017822
	Iteration 19Q: 3 clusters Score -755413.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -755421.000000 Penalty: 2895.017822
	Iteration 20F: 3 clusters Score -755421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -755426.687500 Penalty: 2895.017822
	Iteration 21Q: 3 clusters Score -755426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -755430.500000 Penalty: 2895.017822
	Iteration 22Q: 3 clusters Score -755430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -755432.625000 Penalty: 2895.017822
	Iteration 23Q: 3 clusters Score -755432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -755434.937500 Penalty: 2895.017822
	Iteration 24Q: 3 clusters Score -755434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -755437.125000 Penalty: 2895.017822
	Iteration 25Q: 3 clusters Score -755437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -755439.312500 Penalty: 2895.017822
	Iteration 26Q: 3 clusters Score -755439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -755440.625000 Penalty: 2895.017822
	Iteration 27Q: 3 clusters Score -755440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -755441.750000 Penalty: 2895.017822
	Iteration 28Q: 3 clusters Score -755441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -755446.437500 Penalty: 2895.017822
	Iteration 29Q: 3 clusters Score -755446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -755448.062500 Penalty: 2895.017822
	Iteration 30Q: 3 clusters Score -755448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -755448.000000 Penalty: 2895.017822
	Iteration 31Q: 3 clusters Score -755448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -755449.250000 Penalty: 2895.017822
	Iteration 32Q: 3 clusters Score -755449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -755450.625000 Penalty: 2895.017822
	Iteration 33Q: 3 clusters Score -755450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -755452.375000 Penalty: 2895.017822
	Iteration 34Q: 3 clusters Score -755452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -755455.562500 Penalty: 2895.017822
	Iteration 35Q: 3 clusters Score -755455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -755457.500000 Penalty: 2895.017822
	Iteration 36Q: 3 clusters Score -755457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -755459.687500 Penalty: 2895.017822
	Iteration 37Q: 3 clusters Score -755459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -755461.000000 Penalty: 2895.017822
	Iteration 38Q: 3 clusters Score -755461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -755464.500000 Penalty: 2895.017822
	Iteration 39Q: 3 clusters Score -755464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -755465.812500 Penalty: 2895.017822
	Iteration 40F: 3 clusters Score -755465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -755465.625000 Penalty: 2895.017822
	Iteration 41Q: 3 clusters Score -755465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -755465.250000 Penalty: 2895.017822
	Iteration 42Q: 3 clusters Score -755465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -755465.500000 Penalty: 2895.017822
	Iteration 43Q: 3 clusters Score -755465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -755468.250000 Penalty: 2895.017822
	Iteration 44Q: 3 clusters Score -755468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -755467.812500 Penalty: 2895.017822
	Iteration 45Q: 3 clusters Score -755467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -755467.500000 Penalty: 2895.017822
	Iteration 46Q: 3 clusters Score -755467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -755467.375000 Penalty: 2895.017822
	Iteration 47Q: 3 clusters Score -755467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -755469.125000 Penalty: 2895.017822
	Iteration 48Q: 3 clusters Score -755469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -755469.125000 Penalty: 2895.017822
	Iteration 49F: 3 clusters Score -755469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Entering Unmasked Estep 
Score: -2530570.250000 Penalty: 1636.570557
	Iteration 0F: 2 clusters Score -2530570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2514523.750000 Penalty: 3273.141113
	Iteration 0F: 3 clusters Score -2514524 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2520615.500000 Penalty: 3273.141113
	Iteration 1F: 3 clusters Score -2520616 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2521151.750000 Penalty: 3273.141113
	Iteration 2F: 3 clusters Score -2521152 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2521787.000000 Penalty: 3273.141113
	Iteration 3F: 3 clusters Score -2521787 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2522506.750000 Penalty: 3273.141113
	Iteration 4F: 3 clusters Score -2522507 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2523384.000000 Penalty: 3273.141113
	Iteration 5F: 3 clusters Score -2523384 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2524434.000000 Penalty: 3273.141113
	Iteration 6F: 3 clusters Score -2524434 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2525462.000000 Penalty: 3273.141113
	Iteration 7F: 3 clusters Score -2525462 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2526222.500000 Penalty: 3273.141113
	Iteration 8F: 3 clusters Score -2526222 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2526685.250000 Penalty: 3273.141113
	Iteration 9Q: 3 clusters Score -2526685 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2526949.250000 Penalty: 3273.141113
	Iteration 10Q: 3 clusters Score -2526949 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2527150.000000 Penalty: 3273.141113
	Iteration 11Q: 3 clusters Score -2527150 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2527324.500000 Penalty: 3273.141113
	Iteration 12Q: 3 clusters Score -2527324 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2527479.750000 Penalty: 3273.141113
	Iteration 13Q: 3 clusters Score -2527480 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2527608.750000 Penalty: 3273.141113
	Iteration 14Q: 3 clusters Score -2527609 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2527737.000000 Penalty: 3273.141113
	Iteration 15Q: 3 clusters Score -2527737 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2527871.750000 Penalty: 3273.141113
	Iteration 16Q: 3 clusters Score -2527872 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2527995.750000 Penalty: 3273.141113
	Iteration 17Q: 3 clusters Score -2527996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2528092.500000 Penalty: 3273.141113
	Iteration 18Q: 3 clusters Score -2528092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2528148.250000 Penalty: 3273.141113
	Iteration 19Q: 3 clusters Score -2528148 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2528198.000000 Penalty: 3273.141113
	Iteration 20F: 3 clusters Score -2528198 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2528251.000000 Penalty: 3273.141113
	Iteration 21Q: 3 clusters Score -2528251 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2528286.500000 Penalty: 3273.141113
	Iteration 22Q: 3 clusters Score -2528286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2528303.250000 Penalty: 3273.141113
	Iteration 23Q: 3 clusters Score -2528303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2528323.750000 Penalty: 3273.141113
	Iteration 24Q: 3 clusters Score -2528324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2528323.250000 Penalty: 3273.141113
	Iteration 25Q: 3 clusters Score -2528323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2528337.250000 Penalty: 3273.141113
	Iteration 26Q: 3 clusters Score -2528337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2528340.750000 Penalty: 3273.141113
	Iteration 27Q: 3 clusters Score -2528341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2528354.750000 Penalty: 3273.141113
	Iteration 28Q: 3 clusters Score -2528355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2528352.250000 Penalty: 3273.141113
	Iteration 29Q: 3 clusters Score -2528352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2528355.750000 Penalty: 3273.141113
	Iteration 30Q: 3 clusters Score -2528356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2528365.000000 Penalty: 3273.141113
	Iteration 31Q: 3 clusters Score -2528365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2528374.000000 Penalty: 3273.141113
	Iteration 32Q: 3 clusters Score -2528374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2528374.000000 Penalty: 3273.141113
	Iteration 33Q: 3 clusters Score -2528374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2528376.250000 Penalty: 3273.141113
	Iteration 34Q: 3 clusters Score -2528376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2528379.750000 Penalty: 3273.141113
	Iteration 35Q: 3 clusters Score -2528380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2528375.250000 Penalty: 3273.141113
	Iteration 36Q: 3 clusters Score -2528375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2528379.750000 Penalty: 3273.141113
	Iteration 37Q: 3 clusters Score -2528380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2528386.250000 Penalty: 3273.141113
	Iteration 38Q: 3 clusters Score -2528386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2528385.500000 Penalty: 3273.141113
	Iteration 39Q: 3 clusters Score -2528386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2528387.000000 Penalty: 3273.141113
	Iteration 40F: 3 clusters Score -2528387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2528386.250000 Penalty: 3273.141113
	Iteration 41Q: 3 clusters Score -2528386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2528394.750000 Penalty: 3273.141113
	Iteration 42Q: 3 clusters Score -2528395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2528391.000000 Penalty: 3273.141113
	Iteration 43Q: 3 clusters Score -2528391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2528391.500000 Penalty: 3273.141113
	Iteration 44Q: 3 clusters Score -2528392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2528395.750000 Penalty: 3273.141113
	Iteration 45Q: 3 clusters Score -2528396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2528394.000000 Penalty: 3273.141113
	Iteration 46Q: 3 clusters Score -2528394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2528394.500000 Penalty: 3273.141113
	Iteration 47Q: 3 clusters Score -2528394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2528394.500000 Penalty: 3273.141113
	Iteration 48F: 3 clusters Score -2528394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -96743.265625 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -96743.27 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 480 members 
Entering Unmasked Estep 
Score: -95332.390625 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -95332.39 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95615.492188 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -95615.49 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95727.539062 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -95727.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95781.007812 Penalty: 2232.767334
	Iteration 3F: 3 clusters Score -95781.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95800.593750 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -95800.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95808.125000 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -95808.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95811.562500 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -95811.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95814.234375 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -95814.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95815.406250 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -95815.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95815.406250 Penalty: 2232.767334
	Iteration 9F: 3 clusters Score -95815.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -253790.609375 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -253790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -251284.203125 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -251284.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -251903.140625 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -251903.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -252167.656250 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -252167.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -252439.765625 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -252439.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -252662.843750 Penalty: 2558.547852
	Iteration 4F: 3 clusters Score -252662.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -252836.515625 Penalty: 2558.547852
	Iteration 5F: 3 clusters Score -252836.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -252948.031250 Penalty: 2558.547852
	Iteration 6F: 3 clusters Score -252948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -253016.156250 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -253016.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -253064.812500 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -253064.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -253101.609375 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -253101.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -253129.359375 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -253129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -253142.390625 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -253142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -253155.015625 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -253155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -253162.125000 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -253162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -253167.890625 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -253167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -253173.562500 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -253173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -253174.531250 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -253174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253175.734375 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -253175.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253175.734375 Penalty: 2558.547852
	Iteration 18F: 3 clusters Score -253175.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Entering Unmasked Estep 
Score: -3744521.250000 Penalty: 1706.864136
	Iteration 0F: 2 clusters Score -3744521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3720322.750000 Penalty: 3413.728271
	Iteration 0F: 3 clusters Score -3720323 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3729728.000000 Penalty: 3413.728271
	Iteration 1F: 3 clusters Score -3729728 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3730310.000000 Penalty: 3413.728271
	Iteration 2Q: 3 clusters Score -3730310 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3731142.000000 Penalty: 3413.728271
	Iteration 3Q: 3 clusters Score -3731142 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3732304.750000 Penalty: 3413.728271
	Iteration 4Q: 3 clusters Score -3732305 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3733700.250000 Penalty: 3413.728271
	Iteration 5F: 3 clusters Score -3733700 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3735244.000000 Penalty: 3413.728271
	Iteration 6F: 3 clusters Score -3735244 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3736593.000000 Penalty: 3413.728271
	Iteration 7F: 3 clusters Score -3736593 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3737593.000000 Penalty: 3413.728271
	Iteration 8F: 3 clusters Score -3737593 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3738318.250000 Penalty: 3413.728271
	Iteration 9Q: 3 clusters Score -3738318 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3738859.750000 Penalty: 3413.728271
	Iteration 10Q: 3 clusters Score -3738860 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3739253.500000 Penalty: 3413.728271
	Iteration 11Q: 3 clusters Score -3739254 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3739572.500000 Penalty: 3413.728271
	Iteration 12Q: 3 clusters Score -3739572 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3739897.000000 Penalty: 3413.728271
	Iteration 13Q: 3 clusters Score -3739897 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3740195.000000 Penalty: 3413.728271
	Iteration 14Q: 3 clusters Score -3740195 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -3740509.000000 Penalty: 3413.728271
	Iteration 15Q: 3 clusters Score -3740509 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3740827.500000 Penalty: 3413.728271
	Iteration 16Q: 3 clusters Score -3740828 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3741141.000000 Penalty: 3413.728271
	Iteration 17Q: 3 clusters Score -3741141 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -3741443.500000 Penalty: 3413.728271
	Iteration 18Q: 3 clusters Score -3741444 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -3741689.500000 Penalty: 3413.728271
	Iteration 19Q: 3 clusters Score -3741690 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3741918.000000 Penalty: 3413.728271
	Iteration 20F: 3 clusters Score -3741918 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3742138.000000 Penalty: 3413.728271
	Iteration 21Q: 3 clusters Score -3742138 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -3742333.000000 Penalty: 3413.728271
	Iteration 22Q: 3 clusters Score -3742333 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3742496.500000 Penalty: 3413.728271
	Iteration 23Q: 3 clusters Score -3742496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3742639.250000 Penalty: 3413.728271
	Iteration 24Q: 3 clusters Score -3742639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -3742749.000000 Penalty: 3413.728271
	Iteration 25Q: 3 clusters Score -3742749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -3742839.250000 Penalty: 3413.728271
	Iteration 26Q: 3 clusters Score -3742839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -3742876.000000 Penalty: 3413.728271
	Iteration 27Q: 3 clusters Score -3742876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3742910.500000 Penalty: 3413.728271
	Iteration 28Q: 3 clusters Score -3742910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -3742934.500000 Penalty: 3413.728271
	Iteration 29Q: 3 clusters Score -3742934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -3742948.250000 Penalty: 3413.728271
	Iteration 30Q: 3 clusters Score -3742948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3742964.250000 Penalty: 3413.728271
	Iteration 31Q: 3 clusters Score -3742964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -3742987.500000 Penalty: 3413.728271
	Iteration 32Q: 3 clusters Score -3742988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3743007.000000 Penalty: 3413.728271
	Iteration 33Q: 3 clusters Score -3743007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3743016.500000 Penalty: 3413.728271
	Iteration 34Q: 3 clusters Score -3743016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3743032.750000 Penalty: 3413.728271
	Iteration 35Q: 3 clusters Score -3743033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -3743035.500000 Penalty: 3413.728271
	Iteration 36Q: 3 clusters Score -3743036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3743048.000000 Penalty: 3413.728271
	Iteration 37Q: 3 clusters Score -3743048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -3743056.000000 Penalty: 3413.728271
	Iteration 38Q: 3 clusters Score -3743056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -3743062.000000 Penalty: 3413.728271
	Iteration 39Q: 3 clusters Score -3743062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3743061.500000 Penalty: 3413.728271
	Iteration 40F: 3 clusters Score -3743062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3743067.500000 Penalty: 3413.728271
	Iteration 41Q: 3 clusters Score -3743068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3743065.000000 Penalty: 3413.728271
	Iteration 42Q: 3 clusters Score -3743065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3743068.000000 Penalty: 3413.728271
	Iteration 43Q: 3 clusters Score -3743068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3743067.250000 Penalty: 3413.728271
	Iteration 44Q: 3 clusters Score -3743067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3743069.750000 Penalty: 3413.728271
	Iteration 45Q: 3 clusters Score -3743070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3743071.250000 Penalty: 3413.728271
	Iteration 46Q: 3 clusters Score -3743071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3743073.500000 Penalty: 3413.728271
	Iteration 47Q: 3 clusters Score -3743074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3743074.500000 Penalty: 3413.728271
	Iteration 48Q: 3 clusters Score -3743074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3743078.250000 Penalty: 3413.728271
	Iteration 49Q: 3 clusters Score -3743078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3743081.000000 Penalty: 3413.728271
	Iteration 50Q: 3 clusters Score -3743081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -3743080.000000 Penalty: 3413.728271
	Iteration 51Q: 3 clusters Score -3743080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3743078.000000 Penalty: 3413.728271
	Iteration 52Q: 3 clusters Score -3743078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -3743080.500000 Penalty: 3413.728271
	Iteration 53Q: 3 clusters Score -3743080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3743084.250000 Penalty: 3413.728271
	Iteration 54Q: 3 clusters Score -3743084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3743085.000000 Penalty: 3413.728271
	Iteration 55Q: 3 clusters Score -3743085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3743089.000000 Penalty: 3413.728271
	Iteration 56Q: 3 clusters Score -3743089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3743088.000000 Penalty: 3413.728271
	Iteration 57Q: 3 clusters Score -3743088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3743091.000000 Penalty: 3413.728271
	Iteration 58Q: 3 clusters Score -3743091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3743093.500000 Penalty: 3413.728271
	Iteration 59Q: 3 clusters Score -3743094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3743096.500000 Penalty: 3413.728271
	Iteration 60F: 3 clusters Score -3743096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3743095.750000 Penalty: 3413.728271
	Iteration 61Q: 3 clusters Score -3743096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3743093.750000 Penalty: 3413.728271
	Iteration 62Q: 3 clusters Score -3743094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3743093.750000 Penalty: 3413.728271
	Iteration 63F: 3 clusters Score -3743094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205578 members 
Entering Unmasked Estep 
Score: -21599020.000000 Penalty: 1987.956787
	Iteration 0F: 2 clusters Score -2.159902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102911 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -21462894.000000 Penalty: 3975.913574
	Iteration 0F: 3 clusters Score -2.146289e+07 nChanged 99713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -21522636.000000 Penalty: 3975.913574
	Iteration 1F: 3 clusters Score -2.152264e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -21523616.000000 Penalty: 3975.913574
	Iteration 2Q: 3 clusters Score -2.152362e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -21524866.000000 Penalty: 3975.913574
	Iteration 3Q: 3 clusters Score -2.152487e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -21526558.000000 Penalty: 3975.913574
	Iteration 4Q: 3 clusters Score -2.152656e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -21529228.000000 Penalty: 3975.913574
	Iteration 5Q: 3 clusters Score -2.152923e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -21533578.000000 Penalty: 3975.913574
	Iteration 6Q: 3 clusters Score -2.153358e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -21540662.000000 Penalty: 3975.913574
	Iteration 7F: 3 clusters Score -2.154066e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129878 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -21550050.000000 Penalty: 3975.913574
	Iteration 8F: 3 clusters Score -2.155005e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136096 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -21559560.000000 Penalty: 3975.913574
	Iteration 9F: 3 clusters Score -2.155956e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -21566196.000000 Penalty: 3975.913574
	Iteration 10F: 3 clusters Score -2.15662e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145322 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -21569714.000000 Penalty: 3975.913574
	Iteration 11Q: 3 clusters Score -2.156971e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -21571408.000000 Penalty: 3975.913574
	Iteration 12Q: 3 clusters Score -2.157141e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152886 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -21572548.000000 Penalty: 3975.913574
	Iteration 13Q: 3 clusters Score -2.157255e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -21573790.000000 Penalty: 3975.913574
	Iteration 14Q: 3 clusters Score -2.157379e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -21574976.000000 Penalty: 3975.913574
	Iteration 15Q: 3 clusters Score -2.157498e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -21576402.000000 Penalty: 3975.913574
	Iteration 16Q: 3 clusters Score -2.15764e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -21577836.000000 Penalty: 3975.913574
	Iteration 17Q: 3 clusters Score -2.157784e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -21579382.000000 Penalty: 3975.913574
	Iteration 18Q: 3 clusters Score -2.157938e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -21581026.000000 Penalty: 3975.913574
	Iteration 19Q: 3 clusters Score -2.158103e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179471 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -21583000.000000 Penalty: 3975.913574
	Iteration 20F: 3 clusters Score -2.1583e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183166 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -21584876.000000 Penalty: 3975.913574
	Iteration 21Q: 3 clusters Score -2.158488e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186630 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -21586614.000000 Penalty: 3975.913574
	Iteration 22Q: 3 clusters Score -2.158661e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189885 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -21588522.000000 Penalty: 3975.913574
	Iteration 23Q: 3 clusters Score -2.158852e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -21590212.000000 Penalty: 3975.913574
	Iteration 24Q: 3 clusters Score -2.159021e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195399 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -21591810.000000 Penalty: 3975.913574
	Iteration 25Q: 3 clusters Score -2.159181e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197602 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -21593308.000000 Penalty: 3975.913574
	Iteration 26Q: 3 clusters Score -2.159331e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199494 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -21594272.000000 Penalty: 3975.913574
	Iteration 27Q: 3 clusters Score -2.159427e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200980 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -21595082.000000 Penalty: 3975.913574
	Iteration 28Q: 3 clusters Score -2.159508e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202086 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -21595710.000000 Penalty: 3975.913574
	Iteration 29Q: 3 clusters Score -2.159571e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202947 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21596220.000000 Penalty: 3975.913574
	Iteration 30Q: 3 clusters Score -2.159622e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203564 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21596562.000000 Penalty: 3975.913574
	Iteration 31Q: 3 clusters Score -2.159656e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21596730.000000 Penalty: 3975.913574
	Iteration 32Q: 3 clusters Score -2.159673e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -21596868.000000 Penalty: 3975.913574
	Iteration 33Q: 3 clusters Score -2.159687e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204509 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21597002.000000 Penalty: 3975.913574
	Iteration 34Q: 3 clusters Score -2.1597e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204662 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -21597084.000000 Penalty: 3975.913574
	Iteration 35Q: 3 clusters Score -2.159708e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204771 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21597156.000000 Penalty: 3975.913574
	Iteration 36Q: 3 clusters Score -2.159716e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204851 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21597222.000000 Penalty: 3975.913574
	Iteration 37Q: 3 clusters Score -2.159722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204908 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21597304.000000 Penalty: 3975.913574
	Iteration 38Q: 3 clusters Score -2.15973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204944 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21597322.000000 Penalty: 3975.913574
	Iteration 39Q: 3 clusters Score -2.159732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204966 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21597334.000000 Penalty: 3975.913574
	Iteration 40F: 3 clusters Score -2.159733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204985 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21597344.000000 Penalty: 3975.913574
	Iteration 41Q: 3 clusters Score -2.159734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204995 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21597370.000000 Penalty: 3975.913574
	Iteration 42Q: 3 clusters Score -2.159737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205001 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21597376.000000 Penalty: 3975.913574
	Iteration 43Q: 3 clusters Score -2.159738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205002 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21597374.000000 Penalty: 3975.913574
	Iteration 44Q: 3 clusters Score -2.159737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205006 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21597378.000000 Penalty: 3975.913574
	Iteration 45Q: 3 clusters Score -2.159738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205012 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21597372.000000 Penalty: 3975.913574
	Iteration 46Q: 3 clusters Score -2.159737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205017 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21597358.000000 Penalty: 3975.913574
	Iteration 47Q: 3 clusters Score -2.159736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21597368.000000 Penalty: 3975.913574
	Iteration 48Q: 3 clusters Score -2.159737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205029 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21597376.000000 Penalty: 3975.913574
	Iteration 49Q: 3 clusters Score -2.159738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205030 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21597364.000000 Penalty: 3975.913574
	Iteration 50Q: 3 clusters Score -2.159736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21597372.000000 Penalty: 3975.913574
	Iteration 51Q: 3 clusters Score -2.159737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21597362.000000 Penalty: 3975.913574
	Iteration 52Q: 3 clusters Score -2.159736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21597360.000000 Penalty: 3975.913574
	Iteration 53Q: 3 clusters Score -2.159736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21597358.000000 Penalty: 3975.913574
	Iteration 54Q: 3 clusters Score -2.159736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21597358.000000 Penalty: 3975.913574
	Iteration 55F: 3 clusters Score -2.159736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Entering Unmasked Estep 
Score: -5043103.500000 Penalty: 1748.962769
	Iteration 0F: 2 clusters Score -5043104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5011546.000000 Penalty: 3497.925537
	Iteration 0F: 3 clusters Score -5011546 nChanged 22083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5024068.500000 Penalty: 3497.925537
	Iteration 1F: 3 clusters Score -5024068 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5024418.000000 Penalty: 3497.925537
	Iteration 2Q: 3 clusters Score -5024418 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5024738.000000 Penalty: 3497.925537
	Iteration 3Q: 3 clusters Score -5024738 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5025044.000000 Penalty: 3497.925537
	Iteration 4Q: 3 clusters Score -5025044 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5025338.500000 Penalty: 3497.925537
	Iteration 5Q: 3 clusters Score -5025338 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -5025673.500000 Penalty: 3497.925537
	Iteration 6Q: 3 clusters Score -5025674 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -5026071.000000 Penalty: 3497.925537
	Iteration 7Q: 3 clusters Score -5026071 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5026648.500000 Penalty: 3497.925537
	Iteration 8Q: 3 clusters Score -5026648 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5027528.500000 Penalty: 3497.925537
	Iteration 9Q: 3 clusters Score -5027528 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5028938.000000 Penalty: 3497.925537
	Iteration 10Q: 3 clusters Score -5028938 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5031010.000000 Penalty: 3497.925537
	Iteration 11F: 3 clusters Score -5031010 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5033469.000000 Penalty: 3497.925537
	Iteration 12F: 3 clusters Score -5033469 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5035453.500000 Penalty: 3497.925537
	Iteration 13F: 3 clusters Score -5035454 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5036579.500000 Penalty: 3497.925537
	Iteration 14Q: 3 clusters Score -5036580 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5037160.000000 Penalty: 3497.925537
	Iteration 15Q: 3 clusters Score -5037160 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5037509.000000 Penalty: 3497.925537
	Iteration 16Q: 3 clusters Score -5037509 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5037838.500000 Penalty: 3497.925537
	Iteration 17Q: 3 clusters Score -5037838 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5038139.500000 Penalty: 3497.925537
	Iteration 18Q: 3 clusters Score -5038140 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5038404.000000 Penalty: 3497.925537
	Iteration 19Q: 3 clusters Score -5038404 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5038618.000000 Penalty: 3497.925537
	Iteration 20F: 3 clusters Score -5038618 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5038834.000000 Penalty: 3497.925537
	Iteration 21Q: 3 clusters Score -5038834 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5039035.000000 Penalty: 3497.925537
	Iteration 22Q: 3 clusters Score -5039035 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5039231.500000 Penalty: 3497.925537
	Iteration 23Q: 3 clusters Score -5039232 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -5039415.000000 Penalty: 3497.925537
	Iteration 24Q: 3 clusters Score -5039415 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5039560.500000 Penalty: 3497.925537
	Iteration 25Q: 3 clusters Score -5039560 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5039734.500000 Penalty: 3497.925537
	Iteration 26Q: 3 clusters Score -5039734 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5039843.500000 Penalty: 3497.925537
	Iteration 27Q: 3 clusters Score -5039844 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5039982.000000 Penalty: 3497.925537
	Iteration 28Q: 3 clusters Score -5039982 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5040106.000000 Penalty: 3497.925537
	Iteration 29Q: 3 clusters Score -5040106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5040231.500000 Penalty: 3497.925537
	Iteration 30Q: 3 clusters Score -5040232 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5040363.500000 Penalty: 3497.925537
	Iteration 31Q: 3 clusters Score -5040364 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -5040490.500000 Penalty: 3497.925537
	Iteration 32Q: 3 clusters Score -5040490 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5040623.500000 Penalty: 3497.925537
	Iteration 33Q: 3 clusters Score -5040624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5040742.500000 Penalty: 3497.925537
	Iteration 34Q: 3 clusters Score -5040742 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -5040835.000000 Penalty: 3497.925537
	Iteration 35Q: 3 clusters Score -5040835 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -5040890.000000 Penalty: 3497.925537
	Iteration 36Q: 3 clusters Score -5040890 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5040975.500000 Penalty: 3497.925537
	Iteration 37Q: 3 clusters Score -5040976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5041036.500000 Penalty: 3497.925537
	Iteration 38Q: 3 clusters Score -5041036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5041090.500000 Penalty: 3497.925537
	Iteration 39Q: 3 clusters Score -5041090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -5041173.000000 Penalty: 3497.925537
	Iteration 40F: 3 clusters Score -5041173 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -5041250.000000 Penalty: 3497.925537
	Iteration 41Q: 3 clusters Score -5041250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5041300.500000 Penalty: 3497.925537
	Iteration 42Q: 3 clusters Score -5041300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -5041344.000000 Penalty: 3497.925537
	Iteration 43Q: 3 clusters Score -5041344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5041382.500000 Penalty: 3497.925537
	Iteration 44Q: 3 clusters Score -5041382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5041407.500000 Penalty: 3497.925537
	Iteration 45Q: 3 clusters Score -5041408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -5041434.000000 Penalty: 3497.925537
	Iteration 46Q: 3 clusters Score -5041434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5041447.000000 Penalty: 3497.925537
	Iteration 47Q: 3 clusters Score -5041447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -5041444.000000 Penalty: 3497.925537
	Iteration 48Q: 3 clusters Score -5041444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5041457.500000 Penalty: 3497.925537
	Iteration 49Q: 3 clusters Score -5041458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -5041483.500000 Penalty: 3497.925537
	Iteration 50Q: 3 clusters Score -5041484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5041487.500000 Penalty: 3497.925537
	Iteration 51Q: 3 clusters Score -5041488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5041493.000000 Penalty: 3497.925537
	Iteration 52Q: 3 clusters Score -5041493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5041496.000000 Penalty: 3497.925537
	Iteration 53Q: 3 clusters Score -5041496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -5041508.500000 Penalty: 3497.925537
	Iteration 54Q: 3 clusters Score -5041508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -5041510.000000 Penalty: 3497.925537
	Iteration 55Q: 3 clusters Score -5041510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5041515.500000 Penalty: 3497.925537
	Iteration 56Q: 3 clusters Score -5041516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5041520.500000 Penalty: 3497.925537
	Iteration 57Q: 3 clusters Score -5041520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5041523.000000 Penalty: 3497.925537
	Iteration 58Q: 3 clusters Score -5041523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -5041525.000000 Penalty: 3497.925537
	Iteration 59Q: 3 clusters Score -5041525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -5041524.500000 Penalty: 3497.925537
	Iteration 60F: 3 clusters Score -5041524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -5041529.000000 Penalty: 3497.925537
	Iteration 61Q: 3 clusters Score -5041529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -5041539.500000 Penalty: 3497.925537
	Iteration 62Q: 3 clusters Score -5041540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -5041552.500000 Penalty: 3497.925537
	Iteration 63Q: 3 clusters Score -5041552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -5041554.000000 Penalty: 3497.925537
	Iteration 64Q: 3 clusters Score -5041554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -5041568.000000 Penalty: 3497.925537
	Iteration 65Q: 3 clusters Score -5041568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -5041573.000000 Penalty: 3497.925537
	Iteration 66Q: 3 clusters Score -5041573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5041580.500000 Penalty: 3497.925537
	Iteration 67Q: 3 clusters Score -5041580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -5041582.000000 Penalty: 3497.925537
	Iteration 68Q: 3 clusters Score -5041582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5041585.000000 Penalty: 3497.925537
	Iteration 69Q: 3 clusters Score -5041585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5041584.000000 Penalty: 3497.925537
	Iteration 70Q: 3 clusters Score -5041584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5041596.500000 Penalty: 3497.925537
	Iteration 71Q: 3 clusters Score -5041596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5041594.500000 Penalty: 3497.925537
	Iteration 72Q: 3 clusters Score -5041594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5041595.000000 Penalty: 3497.925537
	Iteration 73Q: 3 clusters Score -5041595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5041599.000000 Penalty: 3497.925537
	Iteration 74Q: 3 clusters Score -5041599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -5041608.000000 Penalty: 3497.925537
	Iteration 75Q: 3 clusters Score -5041608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5041602.000000 Penalty: 3497.925537
	Iteration 76Q: 3 clusters Score -5041602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5041606.000000 Penalty: 3497.925537
	Iteration 77Q: 3 clusters Score -5041606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -5041603.000000 Penalty: 3497.925537
	Iteration 78Q: 3 clusters Score -5041603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -5041604.500000 Penalty: 3497.925537
	Iteration 79Q: 3 clusters Score -5041604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -5041604.500000 Penalty: 3497.925537
	Iteration 80F: 3 clusters Score -5041604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -5041603.000000 Penalty: 3497.925537
	Iteration 81Q: 3 clusters Score -5041603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -5041608.500000 Penalty: 3497.925537
	Iteration 82Q: 3 clusters Score -5041608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5041607.000000 Penalty: 3497.925537
	Iteration 83Q: 3 clusters Score -5041607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -5041609.000000 Penalty: 3497.925537
	Iteration 84Q: 3 clusters Score -5041609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -5041609.000000 Penalty: 3497.925537
	Iteration 85F: 3 clusters Score -5041609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Entering Unmasked Estep 
Score: -6912426.500000 Penalty: 1799.993408
	Iteration 0F: 2 clusters Score -6912426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -6869183.000000 Penalty: 3599.986816
	Iteration 0F: 3 clusters Score -6869183 nChanged 30662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6887027.500000 Penalty: 3599.986816
	Iteration 1F: 3 clusters Score -6887028 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6887846.000000 Penalty: 3599.986816
	Iteration 2Q: 3 clusters Score -6887846 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -6888745.000000 Penalty: 3599.986816
	Iteration 3Q: 3 clusters Score -6888745 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -6889773.000000 Penalty: 3599.986816
	Iteration 4Q: 3 clusters Score -6889773 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -6891130.000000 Penalty: 3599.986816
	Iteration 5Q: 3 clusters Score -6891130 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -6892772.500000 Penalty: 3599.986816
	Iteration 6Q: 3 clusters Score -6892772 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -6894813.500000 Penalty: 3599.986816
	Iteration 7F: 3 clusters Score -6894814 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -6897001.500000 Penalty: 3599.986816
	Iteration 8F: 3 clusters Score -6897002 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6899264.500000 Penalty: 3599.986816
	Iteration 9F: 3 clusters Score -6899264 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -6901228.000000 Penalty: 3599.986816
	Iteration 10Q: 3 clusters Score -6901228 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6902927.500000 Penalty: 3599.986816
	Iteration 11Q: 3 clusters Score -6902928 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -6904434.000000 Penalty: 3599.986816
	Iteration 12Q: 3 clusters Score -6904434 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -6905752.500000 Penalty: 3599.986816
	Iteration 13Q: 3 clusters Score -6905752 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6906910.000000 Penalty: 3599.986816
	Iteration 14Q: 3 clusters Score -6906910 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -6907953.500000 Penalty: 3599.986816
	Iteration 15Q: 3 clusters Score -6907954 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -6908991.000000 Penalty: 3599.986816
	Iteration 16Q: 3 clusters Score -6908991 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6909648.500000 Penalty: 3599.986816
	Iteration 17Q: 3 clusters Score -6909648 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -6910201.500000 Penalty: 3599.986816
	Iteration 18Q: 3 clusters Score -6910202 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -6910501.500000 Penalty: 3599.986816
	Iteration 19Q: 3 clusters Score -6910502 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -6910724.000000 Penalty: 3599.986816
	Iteration 20F: 3 clusters Score -6910724 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -6910873.500000 Penalty: 3599.986816
	Iteration 21Q: 3 clusters Score -6910874 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -6911027.500000 Penalty: 3599.986816
	Iteration 22Q: 3 clusters Score -6911028 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -6911139.000000 Penalty: 3599.986816
	Iteration 23Q: 3 clusters Score -6911139 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -6911198.000000 Penalty: 3599.986816
	Iteration 24Q: 3 clusters Score -6911198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -6911242.500000 Penalty: 3599.986816
	Iteration 25Q: 3 clusters Score -6911242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -6911264.500000 Penalty: 3599.986816
	Iteration 26Q: 3 clusters Score -6911264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -6911317.500000 Penalty: 3599.986816
	Iteration 27Q: 3 clusters Score -6911318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -6911350.000000 Penalty: 3599.986816
	Iteration 28Q: 3 clusters Score -6911350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -6911370.500000 Penalty: 3599.986816
	Iteration 29Q: 3 clusters Score -6911370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -6911399.500000 Penalty: 3599.986816
	Iteration 30Q: 3 clusters Score -6911400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -6911406.000000 Penalty: 3599.986816
	Iteration 31Q: 3 clusters Score -6911406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -6911399.000000 Penalty: 3599.986816
	Iteration 32Q: 3 clusters Score -6911399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -6911405.000000 Penalty: 3599.986816
	Iteration 33Q: 3 clusters Score -6911405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -6911408.000000 Penalty: 3599.986816
	Iteration 34Q: 3 clusters Score -6911408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -6911418.500000 Penalty: 3599.986816
	Iteration 35Q: 3 clusters Score -6911418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -6911441.500000 Penalty: 3599.986816
	Iteration 36Q: 3 clusters Score -6911442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -6911439.500000 Penalty: 3599.986816
	Iteration 37Q: 3 clusters Score -6911440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -6911439.500000 Penalty: 3599.986816
	Iteration 38Q: 3 clusters Score -6911440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -6911448.000000 Penalty: 3599.986816
	Iteration 39Q: 3 clusters Score -6911448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -6911447.000000 Penalty: 3599.986816
	Iteration 40F: 3 clusters Score -6911447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -6911457.000000 Penalty: 3599.986816
	Iteration 41Q: 3 clusters Score -6911457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -6911460.000000 Penalty: 3599.986816
	Iteration 42Q: 3 clusters Score -6911460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -6911460.500000 Penalty: 3599.986816
	Iteration 43Q: 3 clusters Score -6911460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -6911465.500000 Penalty: 3599.986816
	Iteration 44Q: 3 clusters Score -6911466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -6911465.500000 Penalty: 3599.986816
	Iteration 45Q: 3 clusters Score -6911466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -6911465.500000 Penalty: 3599.986816
	Iteration 46Q: 3 clusters Score -6911466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -6911464.500000 Penalty: 3599.986816
	Iteration 47Q: 3 clusters Score -6911464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -6911464.500000 Penalty: 3599.986816
	Iteration 48F: 3 clusters Score -6911464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Entering Unmasked Estep 
Score: -3204152.250000 Penalty: 1674.798096
	Iteration 0F: 2 clusters Score -3204152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3184149.750000 Penalty: 3349.596191
	Iteration 0F: 3 clusters Score -3184150 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3191783.500000 Penalty: 3349.596191
	Iteration 1F: 3 clusters Score -3191784 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3192242.000000 Penalty: 3349.596191
	Iteration 2Q: 3 clusters Score -3192242 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3192788.250000 Penalty: 3349.596191
	Iteration 3Q: 3 clusters Score -3192788 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3193387.250000 Penalty: 3349.596191
	Iteration 4Q: 3 clusters Score -3193387 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3194139.000000 Penalty: 3349.596191
	Iteration 5Q: 3 clusters Score -3194139 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3195017.250000 Penalty: 3349.596191
	Iteration 6F: 3 clusters Score -3195017 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3195916.500000 Penalty: 3349.596191
	Iteration 7F: 3 clusters Score -3195916 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3196868.750000 Penalty: 3349.596191
	Iteration 8F: 3 clusters Score -3196869 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3197725.250000 Penalty: 3349.596191
	Iteration 9Q: 3 clusters Score -3197725 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3198354.000000 Penalty: 3349.596191
	Iteration 10Q: 3 clusters Score -3198354 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3198662.750000 Penalty: 3349.596191
	Iteration 11Q: 3 clusters Score -3198663 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3198822.250000 Penalty: 3349.596191
	Iteration 12Q: 3 clusters Score -3198822 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3198912.250000 Penalty: 3349.596191
	Iteration 13Q: 3 clusters Score -3198912 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3198970.750000 Penalty: 3349.596191
	Iteration 14Q: 3 clusters Score -3198971 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3199020.750000 Penalty: 3349.596191
	Iteration 15Q: 3 clusters Score -3199021 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3199058.750000 Penalty: 3349.596191
	Iteration 16Q: 3 clusters Score -3199059 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3199088.750000 Penalty: 3349.596191
	Iteration 17Q: 3 clusters Score -3199089 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3199131.000000 Penalty: 3349.596191
	Iteration 18Q: 3 clusters Score -3199131 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3199194.750000 Penalty: 3349.596191
	Iteration 19Q: 3 clusters Score -3199195 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3199256.000000 Penalty: 3349.596191
	Iteration 20F: 3 clusters Score -3199256 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3199301.750000 Penalty: 3349.596191
	Iteration 21Q: 3 clusters Score -3199302 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3199353.500000 Penalty: 3349.596191
	Iteration 22Q: 3 clusters Score -3199354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3199415.500000 Penalty: 3349.596191
	Iteration 23Q: 3 clusters Score -3199416 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3199491.250000 Penalty: 3349.596191
	Iteration 24Q: 3 clusters Score -3199491 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3199581.750000 Penalty: 3349.596191
	Iteration 25Q: 3 clusters Score -3199582 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3199677.500000 Penalty: 3349.596191
	Iteration 26Q: 3 clusters Score -3199678 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3199807.000000 Penalty: 3349.596191
	Iteration 27Q: 3 clusters Score -3199807 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3199918.500000 Penalty: 3349.596191
	Iteration 28Q: 3 clusters Score -3199918 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3200029.000000 Penalty: 3349.596191
	Iteration 29Q: 3 clusters Score -3200029 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3200153.000000 Penalty: 3349.596191
	Iteration 30Q: 3 clusters Score -3200153 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3200267.750000 Penalty: 3349.596191
	Iteration 31Q: 3 clusters Score -3200268 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3200411.250000 Penalty: 3349.596191
	Iteration 32Q: 3 clusters Score -3200411 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3200545.250000 Penalty: 3349.596191
	Iteration 33Q: 3 clusters Score -3200545 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3200658.000000 Penalty: 3349.596191
	Iteration 34Q: 3 clusters Score -3200658 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3200792.250000 Penalty: 3349.596191
	Iteration 35Q: 3 clusters Score -3200792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3200917.250000 Penalty: 3349.596191
	Iteration 36Q: 3 clusters Score -3200917 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3201030.250000 Penalty: 3349.596191
	Iteration 37Q: 3 clusters Score -3201030 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3201131.750000 Penalty: 3349.596191
	Iteration 38Q: 3 clusters Score -3201132 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3201238.250000 Penalty: 3349.596191
	Iteration 39Q: 3 clusters Score -3201238 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3201351.250000 Penalty: 3349.596191
	Iteration 40F: 3 clusters Score -3201351 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3201460.250000 Penalty: 3349.596191
	Iteration 41Q: 3 clusters Score -3201460 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3201561.750000 Penalty: 3349.596191
	Iteration 42Q: 3 clusters Score -3201562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3201672.250000 Penalty: 3349.596191
	Iteration 43Q: 3 clusters Score -3201672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3201770.500000 Penalty: 3349.596191
	Iteration 44Q: 3 clusters Score -3201770 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3201859.000000 Penalty: 3349.596191
	Iteration 45Q: 3 clusters Score -3201859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3201928.750000 Penalty: 3349.596191
	Iteration 46Q: 3 clusters Score -3201929 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3202018.000000 Penalty: 3349.596191
	Iteration 47Q: 3 clusters Score -3202018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3202093.500000 Penalty: 3349.596191
	Iteration 48Q: 3 clusters Score -3202094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3202169.000000 Penalty: 3349.596191
	Iteration 49Q: 3 clusters Score -3202169 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3202244.500000 Penalty: 3349.596191
	Iteration 50Q: 3 clusters Score -3202244 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3202317.250000 Penalty: 3349.596191
	Iteration 51Q: 3 clusters Score -3202317 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3202381.250000 Penalty: 3349.596191
	Iteration 52Q: 3 clusters Score -3202381 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3202421.750000 Penalty: 3349.596191
	Iteration 53Q: 3 clusters Score -3202422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3202438.250000 Penalty: 3349.596191
	Iteration 54Q: 3 clusters Score -3202438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3202458.500000 Penalty: 3349.596191
	Iteration 55Q: 3 clusters Score -3202458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3202483.000000 Penalty: 3349.596191
	Iteration 56Q: 3 clusters Score -3202483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3202490.500000 Penalty: 3349.596191
	Iteration 57Q: 3 clusters Score -3202490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3202509.500000 Penalty: 3349.596191
	Iteration 58Q: 3 clusters Score -3202510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3202529.750000 Penalty: 3349.596191
	Iteration 59Q: 3 clusters Score -3202530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3202558.250000 Penalty: 3349.596191
	Iteration 60F: 3 clusters Score -3202558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3202575.000000 Penalty: 3349.596191
	Iteration 61Q: 3 clusters Score -3202575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3202587.000000 Penalty: 3349.596191
	Iteration 62Q: 3 clusters Score -3202587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3202600.500000 Penalty: 3349.596191
	Iteration 63Q: 3 clusters Score -3202600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3202617.750000 Penalty: 3349.596191
	Iteration 64Q: 3 clusters Score -3202618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3202627.250000 Penalty: 3349.596191
	Iteration 65Q: 3 clusters Score -3202627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3202635.750000 Penalty: 3349.596191
	Iteration 66Q: 3 clusters Score -3202636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3202649.500000 Penalty: 3349.596191
	Iteration 67Q: 3 clusters Score -3202650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3202653.250000 Penalty: 3349.596191
	Iteration 68Q: 3 clusters Score -3202653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3202660.000000 Penalty: 3349.596191
	Iteration 69Q: 3 clusters Score -3202660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3202669.250000 Penalty: 3349.596191
	Iteration 70Q: 3 clusters Score -3202669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3202682.250000 Penalty: 3349.596191
	Iteration 71Q: 3 clusters Score -3202682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3202683.000000 Penalty: 3349.596191
	Iteration 72Q: 3 clusters Score -3202683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3202686.250000 Penalty: 3349.596191
	Iteration 73Q: 3 clusters Score -3202686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3202696.500000 Penalty: 3349.596191
	Iteration 74Q: 3 clusters Score -3202696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3202697.750000 Penalty: 3349.596191
	Iteration 75Q: 3 clusters Score -3202698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3202695.250000 Penalty: 3349.596191
	Iteration 76Q: 3 clusters Score -3202695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3202700.750000 Penalty: 3349.596191
	Iteration 77Q: 3 clusters Score -3202701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3202709.250000 Penalty: 3349.596191
	Iteration 78Q: 3 clusters Score -3202709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3202709.750000 Penalty: 3349.596191
	Iteration 79Q: 3 clusters Score -3202710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3202716.750000 Penalty: 3349.596191
	Iteration 80F: 3 clusters Score -3202717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3202717.750000 Penalty: 3349.596191
	Iteration 81Q: 3 clusters Score -3202718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3202718.750000 Penalty: 3349.596191
	Iteration 82Q: 3 clusters Score -3202719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3202723.250000 Penalty: 3349.596191
	Iteration 83Q: 3 clusters Score -3202723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3202728.000000 Penalty: 3349.596191
	Iteration 84Q: 3 clusters Score -3202728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3202731.750000 Penalty: 3349.596191
	Iteration 85Q: 3 clusters Score -3202732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3202731.000000 Penalty: 3349.596191
	Iteration 86Q: 3 clusters Score -3202731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3202730.250000 Penalty: 3349.596191
	Iteration 87Q: 3 clusters Score -3202730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3202728.000000 Penalty: 3349.596191
	Iteration 88Q: 3 clusters Score -3202728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3202734.750000 Penalty: 3349.596191
	Iteration 89Q: 3 clusters Score -3202735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3202733.000000 Penalty: 3349.596191
	Iteration 90Q: 3 clusters Score -3202733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3202736.000000 Penalty: 3349.596191
	Iteration 91Q: 3 clusters Score -3202736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3202737.000000 Penalty: 3349.596191
	Iteration 92Q: 3 clusters Score -3202737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3202733.000000 Penalty: 3349.596191
	Iteration 93Q: 3 clusters Score -3202733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3202734.250000 Penalty: 3349.596191
	Iteration 94Q: 3 clusters Score -3202734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3202734.250000 Penalty: 3349.596191
	Iteration 95F: 3 clusters Score -3202734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Entering Unmasked Estep 
Score: -2081959.750000 Penalty: 1604.710083
	Iteration 0F: 2 clusters Score -2081960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2068731.000000 Penalty: 3209.420166
	Iteration 0F: 3 clusters Score -2068731 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2073403.000000 Penalty: 3209.420166
	Iteration 1F: 3 clusters Score -2073403 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2073697.375000 Penalty: 3209.420166
	Iteration 2Q: 3 clusters Score -2073697 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2073965.625000 Penalty: 3209.420166
	Iteration 3Q: 3 clusters Score -2073966 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2074289.750000 Penalty: 3209.420166
	Iteration 4Q: 3 clusters Score -2074290 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2074740.250000 Penalty: 3209.420166
	Iteration 5Q: 3 clusters Score -2074740 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2075385.375000 Penalty: 3209.420166
	Iteration 6F: 3 clusters Score -2075385 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2076326.875000 Penalty: 3209.420166
	Iteration 7F: 3 clusters Score -2076327 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2077600.375000 Penalty: 3209.420166
	Iteration 8F: 3 clusters Score -2077600 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2078864.750000 Penalty: 3209.420166
	Iteration 9F: 3 clusters Score -2078865 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2079745.250000 Penalty: 3209.420166
	Iteration 10Q: 3 clusters Score -2079745 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2080206.375000 Penalty: 3209.420166
	Iteration 11Q: 3 clusters Score -2080206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2080421.000000 Penalty: 3209.420166
	Iteration 12Q: 3 clusters Score -2080421 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2080517.875000 Penalty: 3209.420166
	Iteration 13Q: 3 clusters Score -2080518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2080572.375000 Penalty: 3209.420166
	Iteration 14Q: 3 clusters Score -2080572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2080612.000000 Penalty: 3209.420166
	Iteration 15Q: 3 clusters Score -2080612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2080633.125000 Penalty: 3209.420166
	Iteration 16Q: 3 clusters Score -2080633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2080639.625000 Penalty: 3209.420166
	Iteration 17Q: 3 clusters Score -2080640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2080644.000000 Penalty: 3209.420166
	Iteration 18Q: 3 clusters Score -2080644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2080648.500000 Penalty: 3209.420166
	Iteration 19Q: 3 clusters Score -2080648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2080648.375000 Penalty: 3209.420166
	Iteration 20F: 3 clusters Score -2080648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2080647.625000 Penalty: 3209.420166
	Iteration 21Q: 3 clusters Score -2080648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2080650.875000 Penalty: 3209.420166
	Iteration 22Q: 3 clusters Score -2080651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2080655.250000 Penalty: 3209.420166
	Iteration 23Q: 3 clusters Score -2080655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2080655.250000 Penalty: 3209.420166
	Iteration 24F: 3 clusters Score -2080655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Entering Unmasked Estep 
Score: -5056825.000000 Penalty: 1750.275269
	Iteration 0F: 2 clusters Score -5056825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5025057.500000 Penalty: 3500.550537
	Iteration 0F: 3 clusters Score -5025058 nChanged 22111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5037692.500000 Penalty: 3500.550537
	Iteration 1F: 3 clusters Score -5037692 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5038187.000000 Penalty: 3500.550537
	Iteration 2Q: 3 clusters Score -5038187 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -5038778.000000 Penalty: 3500.550537
	Iteration 3Q: 3 clusters Score -5038778 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -5039560.500000 Penalty: 3500.550537
	Iteration 4Q: 3 clusters Score -5039560 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5040549.000000 Penalty: 3500.550537
	Iteration 5Q: 3 clusters Score -5040549 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5041935.000000 Penalty: 3500.550537
	Iteration 6F: 3 clusters Score -5041935 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -5043707.500000 Penalty: 3500.550537
	Iteration 7F: 3 clusters Score -5043708 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5045861.000000 Penalty: 3500.550537
	Iteration 8F: 3 clusters Score -5045861 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5047656.000000 Penalty: 3500.550537
	Iteration 9F: 3 clusters Score -5047656 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5048833.000000 Penalty: 3500.550537
	Iteration 10Q: 3 clusters Score -5048833 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -5049494.000000 Penalty: 3500.550537
	Iteration 11Q: 3 clusters Score -5049494 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5049778.500000 Penalty: 3500.550537
	Iteration 12Q: 3 clusters Score -5049778 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -5050012.000000 Penalty: 3500.550537
	Iteration 13Q: 3 clusters Score -5050012 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5050163.500000 Penalty: 3500.550537
	Iteration 14Q: 3 clusters Score -5050164 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5050329.500000 Penalty: 3500.550537
	Iteration 15Q: 3 clusters Score -5050330 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5050486.500000 Penalty: 3500.550537
	Iteration 16Q: 3 clusters Score -5050486 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -5050657.500000 Penalty: 3500.550537
	Iteration 17Q: 3 clusters Score -5050658 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5050907.000000 Penalty: 3500.550537
	Iteration 18Q: 3 clusters Score -5050907 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -5051040.500000 Penalty: 3500.550537
	Iteration 19Q: 3 clusters Score -5051040 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5051270.000000 Penalty: 3500.550537
	Iteration 20F: 3 clusters Score -5051270 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5051483.000000 Penalty: 3500.550537
	Iteration 21Q: 3 clusters Score -5051483 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -5051739.000000 Penalty: 3500.550537
	Iteration 22Q: 3 clusters Score -5051739 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5051971.500000 Penalty: 3500.550537
	Iteration 23Q: 3 clusters Score -5051972 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -5052240.000000 Penalty: 3500.550537
	Iteration 24Q: 3 clusters Score -5052240 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5052513.000000 Penalty: 3500.550537
	Iteration 25Q: 3 clusters Score -5052513 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5052768.500000 Penalty: 3500.550537
	Iteration 26Q: 3 clusters Score -5052768 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5053053.000000 Penalty: 3500.550537
	Iteration 27Q: 3 clusters Score -5053053 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5053267.000000 Penalty: 3500.550537
	Iteration 28Q: 3 clusters Score -5053267 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5053450.000000 Penalty: 3500.550537
	Iteration 29Q: 3 clusters Score -5053450 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5053690.000000 Penalty: 3500.550537
	Iteration 30Q: 3 clusters Score -5053690 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5053950.000000 Penalty: 3500.550537
	Iteration 31Q: 3 clusters Score -5053950 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5054194.500000 Penalty: 3500.550537
	Iteration 32Q: 3 clusters Score -5054194 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5054411.000000 Penalty: 3500.550537
	Iteration 33Q: 3 clusters Score -5054411 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5054550.000000 Penalty: 3500.550537
	Iteration 34Q: 3 clusters Score -5054550 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5054707.500000 Penalty: 3500.550537
	Iteration 35Q: 3 clusters Score -5054708 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5054838.000000 Penalty: 3500.550537
	Iteration 36Q: 3 clusters Score -5054838 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -5054938.500000 Penalty: 3500.550537
	Iteration 37Q: 3 clusters Score -5054938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5055024.000000 Penalty: 3500.550537
	Iteration 38Q: 3 clusters Score -5055024 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5055112.500000 Penalty: 3500.550537
	Iteration 39Q: 3 clusters Score -5055112 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5055197.500000 Penalty: 3500.550537
	Iteration 40F: 3 clusters Score -5055198 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5055253.500000 Penalty: 3500.550537
	Iteration 41Q: 3 clusters Score -5055254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5055282.000000 Penalty: 3500.550537
	Iteration 42Q: 3 clusters Score -5055282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5055327.500000 Penalty: 3500.550537
	Iteration 43Q: 3 clusters Score -5055328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5055376.500000 Penalty: 3500.550537
	Iteration 44Q: 3 clusters Score -5055376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5055395.000000 Penalty: 3500.550537
	Iteration 45Q: 3 clusters Score -5055395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5055410.000000 Penalty: 3500.550537
	Iteration 46Q: 3 clusters Score -5055410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5055432.500000 Penalty: 3500.550537
	Iteration 47Q: 3 clusters Score -5055432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -5055421.000000 Penalty: 3500.550537
	Iteration 48Q: 3 clusters Score -5055421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5055437.000000 Penalty: 3500.550537
	Iteration 49Q: 3 clusters Score -5055437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -5055470.500000 Penalty: 3500.550537
	Iteration 50Q: 3 clusters Score -5055470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5055484.000000 Penalty: 3500.550537
	Iteration 51Q: 3 clusters Score -5055484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5055489.500000 Penalty: 3500.550537
	Iteration 52Q: 3 clusters Score -5055490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5055503.000000 Penalty: 3500.550537
	Iteration 53Q: 3 clusters Score -5055503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5055527.500000 Penalty: 3500.550537
	Iteration 54Q: 3 clusters Score -5055528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -5055535.500000 Penalty: 3500.550537
	Iteration 55Q: 3 clusters Score -5055536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5055544.000000 Penalty: 3500.550537
	Iteration 56Q: 3 clusters Score -5055544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -5055554.000000 Penalty: 3500.550537
	Iteration 57Q: 3 clusters Score -5055554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5055562.500000 Penalty: 3500.550537
	Iteration 58Q: 3 clusters Score -5055562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5055574.500000 Penalty: 3500.550537
	Iteration 59Q: 3 clusters Score -5055574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -5055569.000000 Penalty: 3500.550537
	Iteration 60F: 3 clusters Score -5055569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5055586.000000 Penalty: 3500.550537
	Iteration 61Q: 3 clusters Score -5055586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5055592.000000 Penalty: 3500.550537
	Iteration 62Q: 3 clusters Score -5055592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5055605.000000 Penalty: 3500.550537
	Iteration 63Q: 3 clusters Score -5055605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -5055601.500000 Penalty: 3500.550537
	Iteration 64Q: 3 clusters Score -5055602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -5055615.000000 Penalty: 3500.550537
	Iteration 65Q: 3 clusters Score -5055615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5055621.500000 Penalty: 3500.550537
	Iteration 66Q: 3 clusters Score -5055622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5055619.500000 Penalty: 3500.550537
	Iteration 67Q: 3 clusters Score -5055620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5055621.000000 Penalty: 3500.550537
	Iteration 68Q: 3 clusters Score -5055621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5055629.000000 Penalty: 3500.550537
	Iteration 69Q: 3 clusters Score -5055629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5055619.000000 Penalty: 3500.550537
	Iteration 70Q: 3 clusters Score -5055619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5055621.500000 Penalty: 3500.550537
	Iteration 71Q: 3 clusters Score -5055622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5055625.000000 Penalty: 3500.550537
	Iteration 72Q: 3 clusters Score -5055625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5055627.500000 Penalty: 3500.550537
	Iteration 73Q: 3 clusters Score -5055628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5055627.500000 Penalty: 3500.550537
	Iteration 74Q: 3 clusters Score -5055628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -5055627.500000 Penalty: 3500.550537
	Iteration 75Q: 3 clusters Score -5055628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5055626.500000 Penalty: 3500.550537
	Iteration 76Q: 3 clusters Score -5055626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5055627.000000 Penalty: 3500.550537
	Iteration 77Q: 3 clusters Score -5055627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5055627.500000 Penalty: 3500.550537
	Iteration 78Q: 3 clusters Score -5055628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5055627.500000 Penalty: 3500.550537
	Iteration 79F: 3 clusters Score -5055628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Entering Unmasked Estep 
Score: -3766062.000000 Penalty: 1701.217163
	Iteration 0F: 2 clusters Score -3766062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3742319.000000 Penalty: 3402.434326
	Iteration 0F: 3 clusters Score -3742319 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3751413.750000 Penalty: 3402.434326
	Iteration 1F: 3 clusters Score -3751414 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3751938.750000 Penalty: 3402.434326
	Iteration 2Q: 3 clusters Score -3751939 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3752502.500000 Penalty: 3402.434326
	Iteration 3Q: 3 clusters Score -3752502 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3753166.750000 Penalty: 3402.434326
	Iteration 4Q: 3 clusters Score -3753167 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3753949.500000 Penalty: 3402.434326
	Iteration 5Q: 3 clusters Score -3753950 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3754895.750000 Penalty: 3402.434326
	Iteration 6F: 3 clusters Score -3754896 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3756130.750000 Penalty: 3402.434326
	Iteration 7F: 3 clusters Score -3756131 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3757564.250000 Penalty: 3402.434326
	Iteration 8F: 3 clusters Score -3757564 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3759100.500000 Penalty: 3402.434326
	Iteration 9F: 3 clusters Score -3759100 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3760409.250000 Penalty: 3402.434326
	Iteration 10Q: 3 clusters Score -3760409 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3761297.750000 Penalty: 3402.434326
	Iteration 11Q: 3 clusters Score -3761298 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3761848.250000 Penalty: 3402.434326
	Iteration 12Q: 3 clusters Score -3761848 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3762214.000000 Penalty: 3402.434326
	Iteration 13Q: 3 clusters Score -3762214 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3762472.250000 Penalty: 3402.434326
	Iteration 14Q: 3 clusters Score -3762472 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3762677.500000 Penalty: 3402.434326
	Iteration 15Q: 3 clusters Score -3762678 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3762848.500000 Penalty: 3402.434326
	Iteration 16Q: 3 clusters Score -3762848 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3762992.750000 Penalty: 3402.434326
	Iteration 17Q: 3 clusters Score -3762993 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3763106.500000 Penalty: 3402.434326
	Iteration 18Q: 3 clusters Score -3763106 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3763209.500000 Penalty: 3402.434326
	Iteration 19Q: 3 clusters Score -3763210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3763304.000000 Penalty: 3402.434326
	Iteration 20F: 3 clusters Score -3763304 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3763402.250000 Penalty: 3402.434326
	Iteration 21Q: 3 clusters Score -3763402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3763501.750000 Penalty: 3402.434326
	Iteration 22Q: 3 clusters Score -3763502 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3763579.250000 Penalty: 3402.434326
	Iteration 23Q: 3 clusters Score -3763579 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3763658.500000 Penalty: 3402.434326
	Iteration 24Q: 3 clusters Score -3763658 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -3763738.500000 Penalty: 3402.434326
	Iteration 25Q: 3 clusters Score -3763738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3763801.500000 Penalty: 3402.434326
	Iteration 26Q: 3 clusters Score -3763802 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3763859.500000 Penalty: 3402.434326
	Iteration 27Q: 3 clusters Score -3763860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3763910.750000 Penalty: 3402.434326
	Iteration 28Q: 3 clusters Score -3763911 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3763973.750000 Penalty: 3402.434326
	Iteration 29Q: 3 clusters Score -3763974 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3764030.750000 Penalty: 3402.434326
	Iteration 30Q: 3 clusters Score -3764031 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3764075.750000 Penalty: 3402.434326
	Iteration 31Q: 3 clusters Score -3764076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -3764105.250000 Penalty: 3402.434326
	Iteration 32Q: 3 clusters Score -3764105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3764142.000000 Penalty: 3402.434326
	Iteration 33Q: 3 clusters Score -3764142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3764170.500000 Penalty: 3402.434326
	Iteration 34Q: 3 clusters Score -3764170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3764186.750000 Penalty: 3402.434326
	Iteration 35Q: 3 clusters Score -3764187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3764220.750000 Penalty: 3402.434326
	Iteration 36Q: 3 clusters Score -3764221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3764239.750000 Penalty: 3402.434326
	Iteration 37Q: 3 clusters Score -3764240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -3764255.000000 Penalty: 3402.434326
	Iteration 38Q: 3 clusters Score -3764255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -3764273.500000 Penalty: 3402.434326
	Iteration 39Q: 3 clusters Score -3764274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3764298.000000 Penalty: 3402.434326
	Iteration 40F: 3 clusters Score -3764298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3764323.000000 Penalty: 3402.434326
	Iteration 41Q: 3 clusters Score -3764323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3764343.000000 Penalty: 3402.434326
	Iteration 42Q: 3 clusters Score -3764343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -3764347.500000 Penalty: 3402.434326
	Iteration 43Q: 3 clusters Score -3764348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3764352.000000 Penalty: 3402.434326
	Iteration 44Q: 3 clusters Score -3764352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3764375.250000 Penalty: 3402.434326
	Iteration 45Q: 3 clusters Score -3764375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3764381.750000 Penalty: 3402.434326
	Iteration 46Q: 3 clusters Score -3764382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -3764402.750000 Penalty: 3402.434326
	Iteration 47Q: 3 clusters Score -3764403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3764424.000000 Penalty: 3402.434326
	Iteration 48Q: 3 clusters Score -3764424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3764432.500000 Penalty: 3402.434326
	Iteration 49Q: 3 clusters Score -3764432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3764446.000000 Penalty: 3402.434326
	Iteration 50Q: 3 clusters Score -3764446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3764452.750000 Penalty: 3402.434326
	Iteration 51Q: 3 clusters Score -3764453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -3764467.750000 Penalty: 3402.434326
	Iteration 52Q: 3 clusters Score -3764468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3764467.750000 Penalty: 3402.434326
	Iteration 53Q: 3 clusters Score -3764468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3764475.250000 Penalty: 3402.434326
	Iteration 54Q: 3 clusters Score -3764475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3764481.750000 Penalty: 3402.434326
	Iteration 55Q: 3 clusters Score -3764482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -3764485.500000 Penalty: 3402.434326
	Iteration 56Q: 3 clusters Score -3764486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3764490.750000 Penalty: 3402.434326
	Iteration 57Q: 3 clusters Score -3764491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3764491.000000 Penalty: 3402.434326
	Iteration 58Q: 3 clusters Score -3764491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -3764502.500000 Penalty: 3402.434326
	Iteration 59Q: 3 clusters Score -3764502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3764508.750000 Penalty: 3402.434326
	Iteration 60F: 3 clusters Score -3764509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -3764516.750000 Penalty: 3402.434326
	Iteration 61Q: 3 clusters Score -3764517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3764529.250000 Penalty: 3402.434326
	Iteration 62Q: 3 clusters Score -3764529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3764536.250000 Penalty: 3402.434326
	Iteration 63Q: 3 clusters Score -3764536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3764542.000000 Penalty: 3402.434326
	Iteration 64Q: 3 clusters Score -3764542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3764550.250000 Penalty: 3402.434326
	Iteration 65Q: 3 clusters Score -3764550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3764550.750000 Penalty: 3402.434326
	Iteration 66Q: 3 clusters Score -3764551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -3764553.750000 Penalty: 3402.434326
	Iteration 67Q: 3 clusters Score -3764554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -3764553.750000 Penalty: 3402.434326
	Iteration 68Q: 3 clusters Score -3764554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3764563.250000 Penalty: 3402.434326
	Iteration 69Q: 3 clusters Score -3764563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3764565.000000 Penalty: 3402.434326
	Iteration 70Q: 3 clusters Score -3764565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3764564.750000 Penalty: 3402.434326
	Iteration 71Q: 3 clusters Score -3764565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3764571.000000 Penalty: 3402.434326
	Iteration 72Q: 3 clusters Score -3764571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3764582.000000 Penalty: 3402.434326
	Iteration 73Q: 3 clusters Score -3764582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -3764585.500000 Penalty: 3402.434326
	Iteration 74Q: 3 clusters Score -3764586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3764584.000000 Penalty: 3402.434326
	Iteration 75Q: 3 clusters Score -3764584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -3764588.250000 Penalty: 3402.434326
	Iteration 76Q: 3 clusters Score -3764588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3764589.250000 Penalty: 3402.434326
	Iteration 77Q: 3 clusters Score -3764589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3764592.750000 Penalty: 3402.434326
	Iteration 78Q: 3 clusters Score -3764593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3764595.250000 Penalty: 3402.434326
	Iteration 79Q: 3 clusters Score -3764595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3764596.750000 Penalty: 3402.434326
	Iteration 80F: 3 clusters Score -3764597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -3764594.500000 Penalty: 3402.434326
	Iteration 81Q: 3 clusters Score -3764594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3764593.750000 Penalty: 3402.434326
	Iteration 82Q: 3 clusters Score -3764594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3764593.250000 Penalty: 3402.434326
	Iteration 83Q: 3 clusters Score -3764593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3764597.750000 Penalty: 3402.434326
	Iteration 84Q: 3 clusters Score -3764598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3764598.000000 Penalty: 3402.434326
	Iteration 85Q: 3 clusters Score -3764598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3764597.500000 Penalty: 3402.434326
	Iteration 86Q: 3 clusters Score -3764598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3764598.000000 Penalty: 3402.434326
	Iteration 87Q: 3 clusters Score -3764598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3764599.750000 Penalty: 3402.434326
	Iteration 88Q: 3 clusters Score -3764600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3764599.750000 Penalty: 3402.434326
	Iteration 89F: 3 clusters Score -3764600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -519865.343750 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -519865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -515755.437500 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -515755.4 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -517157.312500 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -517157.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -517682.718750 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -517682.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -518256.437500 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -518256.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -518800.625000 Penalty: 2783.696777
	Iteration 4F: 3 clusters Score -518800.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -519263.468750 Penalty: 2783.696777
	Iteration 5F: 3 clusters Score -519263.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -519543.718750 Penalty: 2783.696777
	Iteration 6F: 3 clusters Score -519543.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -519698.187500 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -519698.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -519762.593750 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -519762.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -519795.468750 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -519795.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -519807.781250 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -519807.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -519816.281250 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -519816.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -519821.031250 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -519821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -519825.500000 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -519825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -519831.375000 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -519831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -519834.625000 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -519834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -519837.437500 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -519837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -519839.125000 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -519839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -519839.375000 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -519839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -519839.875000 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -519839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -519839.875000 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -519839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41770.937500 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41770.94 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41926.511719 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -41926.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41974.117188 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -41974.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41993.765625 Penalty: 2028.089600
	Iteration 3Q: 3 clusters Score -41993.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42009.691406 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -42009.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42016.164062 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42016.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42019.738281 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42019.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42022.125000 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42022.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42032.292969 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42032.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42044.976562 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -42044.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42054.429688 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -42054.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42056.867188 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -42056.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42067.113281 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -42067.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42074.304688 Penalty: 2028.089600
	Iteration 13Q: 3 clusters Score -42074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42076.347656 Penalty: 2028.089600
	Iteration 14Q: 3 clusters Score -42076.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42077.035156 Penalty: 2028.089600
	Iteration 15Q: 3 clusters Score -42077.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42077.035156 Penalty: 2028.089600
	Iteration 16F: 3 clusters Score -42077.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 80023 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36453 members 
Mstep: Class 11 contains 205578 members 
Mstep: Class 12 contains 47233 members 
Mstep: Class 13 contains 64659 members 
Mstep: Class 14 contains 29925 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 319Q: 20 clusters Score -7.021719e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 80018 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36453 members 
Mstep: Class 11 contains 205589 members 
Mstep: Class 12 contains 47237 members 
Mstep: Class 13 contains 64664 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 35205 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 320F: 20 clusters Score -7.021727e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 80005 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23655 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36452 members 
Mstep: Class 11 contains 205615 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 64666 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 35201 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 321Q: 20 clusters Score -7.021722e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 79982 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23655 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36450 members 
Mstep: Class 11 contains 205644 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 64669 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35201 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 322Q: 20 clusters Score -7.021722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 79956 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23658 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36450 members 
Mstep: Class 11 contains 205666 members 
Mstep: Class 12 contains 47242 members 
Mstep: Class 13 contains 64675 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 19435 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35202 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 323Q: 20 clusters Score -7.021722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 79932 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23659 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36447 members 
Mstep: Class 11 contains 205686 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64680 members 
Mstep: Class 14 contains 29925 members 
Mstep: Class 15 contains 19434 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 324Q: 20 clusters Score -7.021723e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 79915 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23662 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205705 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 64682 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 19434 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 35211 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217152.000000 Penalty: 41459.531250
Iteration 325Q: 20 clusters Score -7.021715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 79895 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205729 members 
Mstep: Class 12 contains 47242 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19435 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 326Q: 20 clusters Score -7.02172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 79893 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205751 members 
Mstep: Class 12 contains 47236 members 
Mstep: Class 13 contains 64684 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19435 members 
Mstep: Class 16 contains 47614 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 327Q: 20 clusters Score -7.021721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 79884 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205761 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 64689 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 47614 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 328Q: 20 clusters Score -7.021717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 79876 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36443 members 
Mstep: Class 11 contains 205778 members 
Mstep: Class 12 contains 47228 members 
Mstep: Class 13 contains 64691 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 329Q: 20 clusters Score -7.021722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 79868 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205789 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 330Q: 20 clusters Score -7.021724e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 79868 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205800 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 331Q: 20 clusters Score -7.021725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 79876 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23664 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205810 members 
Mstep: Class 12 contains 47230 members 
Mstep: Class 13 contains 64695 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47615 members 
Mstep: Class 17 contains 35213 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 332Q: 20 clusters Score -7.021724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 79896 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23665 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205809 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 333Q: 20 clusters Score -7.021722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 79904 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23668 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205818 members 
Mstep: Class 12 contains 47236 members 
Mstep: Class 13 contains 64699 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 334Q: 20 clusters Score -7.021718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23669 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205826 members 
Mstep: Class 12 contains 47237 members 
Mstep: Class 13 contains 64699 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 35210 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 335Q: 20 clusters Score -7.021718e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 79928 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23670 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205824 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 64703 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 336Q: 20 clusters Score -7.021721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 79929 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23670 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 47240 members 
Mstep: Class 13 contains 64705 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35211 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 337Q: 20 clusters Score -7.021726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 79933 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23669 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205829 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 64709 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 338Q: 20 clusters Score -7.021724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 79938 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23670 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 47242 members 
Mstep: Class 13 contains 64710 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 339Q: 20 clusters Score -7.021726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 79939 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23671 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205829 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64712 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 340F: 20 clusters Score -7.021727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 79937 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23672 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205830 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64716 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 341Q: 20 clusters Score -7.021726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 79934 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23672 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205830 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64718 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 342Q: 20 clusters Score -7.021728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 79937 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23672 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205832 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64719 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 343Q: 20 clusters Score -7.021727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 79942 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205830 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64720 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 344Q: 20 clusters Score -7.021726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 79949 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23675 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 345Q: 20 clusters Score -7.021727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 79956 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 346Q: 20 clusters Score -7.021725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 79968 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35206 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 347Q: 20 clusters Score -7.021722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 79978 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205829 members 
Mstep: Class 12 contains 47247 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 348Q: 20 clusters Score -7.02172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 79987 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205831 members 
Mstep: Class 12 contains 47247 members 
Mstep: Class 13 contains 64722 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 349Q: 20 clusters Score -7.021717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 79994 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205834 members 
Mstep: Class 12 contains 47248 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 350Q: 20 clusters Score -7.021717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 79997 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205836 members 
Mstep: Class 12 contains 47249 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 351Q: 20 clusters Score -7.021721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 80004 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205839 members 
Mstep: Class 12 contains 47248 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 352Q: 20 clusters Score -7.021722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 80008 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205840 members 
Mstep: Class 12 contains 47249 members 
Mstep: Class 13 contains 64721 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 353Q: 20 clusters Score -7.021724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 80015 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205838 members 
Mstep: Class 12 contains 47250 members 
Mstep: Class 13 contains 64722 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 354Q: 20 clusters Score -7.021724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 80025 members 
Mstep: Class 3 contains 50343 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23679 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47251 members 
Mstep: Class 13 contains 64723 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 355Q: 20 clusters Score -7.021719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 80036 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205834 members 
Mstep: Class 12 contains 47254 members 
Mstep: Class 13 contains 64725 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 356Q: 20 clusters Score -7.021721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 80044 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205834 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 357Q: 20 clusters Score -7.021722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 80050 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205836 members 
Mstep: Class 12 contains 47254 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 358Q: 20 clusters Score -7.021726e+07 nChanged 19
Entering ConstructFrom: 
Score: -70217256.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (17571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Entering Unmasked Estep 
Score: -1872652.000000 Penalty: 1588.275757
	Iteration 0F: 2 clusters Score -1872652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1860600.625000 Penalty: 3176.551514
	Iteration 0F: 3 clusters Score -1860601 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1864959.750000 Penalty: 3176.551514
	Iteration 1F: 3 clusters Score -1864960 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1865469.875000 Penalty: 3176.551514
	Iteration 2F: 3 clusters Score -1865470 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1866004.500000 Penalty: 3176.551514
	Iteration 3F: 3 clusters Score -1866004 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1866623.500000 Penalty: 3176.551514
	Iteration 4F: 3 clusters Score -1866624 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1867304.375000 Penalty: 3176.551514
	Iteration 5F: 3 clusters Score -1867304 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1867909.500000 Penalty: 3176.551514
	Iteration 6F: 3 clusters Score -1867910 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1868510.500000 Penalty: 3176.551514
	Iteration 7Q: 3 clusters Score -1868510 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1869131.500000 Penalty: 3176.551514
	Iteration 8Q: 3 clusters Score -1869132 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1869697.125000 Penalty: 3176.551514
	Iteration 9Q: 3 clusters Score -1869697 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1870105.875000 Penalty: 3176.551514
	Iteration 10Q: 3 clusters Score -1870106 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1870434.625000 Penalty: 3176.551514
	Iteration 11Q: 3 clusters Score -1870435 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1870645.875000 Penalty: 3176.551514
	Iteration 12Q: 3 clusters Score -1870646 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1870796.750000 Penalty: 3176.551514
	Iteration 13Q: 3 clusters Score -1870797 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1870913.625000 Penalty: 3176.551514
	Iteration 14Q: 3 clusters Score -1870914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1870992.875000 Penalty: 3176.551514
	Iteration 15Q: 3 clusters Score -1870993 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1871040.000000 Penalty: 3176.551514
	Iteration 16Q: 3 clusters Score -1871040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1871071.625000 Penalty: 3176.551514
	Iteration 17Q: 3 clusters Score -1871072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1871099.625000 Penalty: 3176.551514
	Iteration 18Q: 3 clusters Score -1871100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1871123.375000 Penalty: 3176.551514
	Iteration 19Q: 3 clusters Score -1871123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1871159.375000 Penalty: 3176.551514
	Iteration 20F: 3 clusters Score -1871159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1871187.875000 Penalty: 3176.551514
	Iteration 21Q: 3 clusters Score -1871188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1871217.125000 Penalty: 3176.551514
	Iteration 22Q: 3 clusters Score -1871217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1871243.875000 Penalty: 3176.551514
	Iteration 23Q: 3 clusters Score -1871244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1871261.250000 Penalty: 3176.551514
	Iteration 24Q: 3 clusters Score -1871261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1871282.000000 Penalty: 3176.551514
	Iteration 25Q: 3 clusters Score -1871282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1871298.750000 Penalty: 3176.551514
	Iteration 26Q: 3 clusters Score -1871299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1871311.125000 Penalty: 3176.551514
	Iteration 27Q: 3 clusters Score -1871311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1871319.625000 Penalty: 3176.551514
	Iteration 28Q: 3 clusters Score -1871320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1871324.125000 Penalty: 3176.551514
	Iteration 29Q: 3 clusters Score -1871324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1871332.625000 Penalty: 3176.551514
	Iteration 30Q: 3 clusters Score -1871333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1871341.000000 Penalty: 3176.551514
	Iteration 31Q: 3 clusters Score -1871341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1871355.125000 Penalty: 3176.551514
	Iteration 32Q: 3 clusters Score -1871355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1871355.625000 Penalty: 3176.551514
	Iteration 33Q: 3 clusters Score -1871356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1871358.125000 Penalty: 3176.551514
	Iteration 34Q: 3 clusters Score -1871358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1871362.750000 Penalty: 3176.551514
	Iteration 35Q: 3 clusters Score -1871363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1871366.875000 Penalty: 3176.551514
	Iteration 36Q: 3 clusters Score -1871367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1871371.375000 Penalty: 3176.551514
	Iteration 37Q: 3 clusters Score -1871371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1871373.375000 Penalty: 3176.551514
	Iteration 38Q: 3 clusters Score -1871373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1871373.125000 Penalty: 3176.551514
	Iteration 39Q: 3 clusters Score -1871373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1871374.500000 Penalty: 3176.551514
	Iteration 40F: 3 clusters Score -1871374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1871375.375000 Penalty: 3176.551514
	Iteration 41Q: 3 clusters Score -1871375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1871375.125000 Penalty: 3176.551514
	Iteration 42Q: 3 clusters Score -1871375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1871377.250000 Penalty: 3176.551514
	Iteration 43Q: 3 clusters Score -1871377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1871379.750000 Penalty: 3176.551514
	Iteration 44Q: 3 clusters Score -1871380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1871387.875000 Penalty: 3176.551514
	Iteration 45Q: 3 clusters Score -1871388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1871389.750000 Penalty: 3176.551514
	Iteration 46Q: 3 clusters Score -1871390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1871389.500000 Penalty: 3176.551514
	Iteration 47Q: 3 clusters Score -1871390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1871393.375000 Penalty: 3176.551514
	Iteration 48Q: 3 clusters Score -1871393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1871394.375000 Penalty: 3176.551514
	Iteration 49Q: 3 clusters Score -1871394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1871394.500000 Penalty: 3176.551514
	Iteration 50Q: 3 clusters Score -1871394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1871393.625000 Penalty: 3176.551514
	Iteration 51Q: 3 clusters Score -1871394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1871394.750000 Penalty: 3176.551514
	Iteration 52Q: 3 clusters Score -1871395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1871395.125000 Penalty: 3176.551514
	Iteration 53Q: 3 clusters Score -1871395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1871394.875000 Penalty: 3176.551514
	Iteration 54Q: 3 clusters Score -1871395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1871393.125000 Penalty: 3176.551514
	Iteration 55Q: 3 clusters Score -1871393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1871396.000000 Penalty: 3176.551514
	Iteration 56Q: 3 clusters Score -1871396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1871395.875000 Penalty: 3176.551514
	Iteration 57Q: 3 clusters Score -1871396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1871395.875000 Penalty: 3176.551514
	Iteration 58F: 3 clusters Score -1871396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Entering Unmasked Estep 
Score: -8492137.000000 Penalty: 1834.707275
	Iteration 0F: 2 clusters Score -8492137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -8438965.000000 Penalty: 3669.414551
	Iteration 0F: 3 clusters Score -8438965 nChanged 38039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -8460690.000000 Penalty: 3669.414551
	Iteration 1F: 3 clusters Score -8460690 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -8461108.000000 Penalty: 3669.414551
	Iteration 2Q: 3 clusters Score -8461108 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8461639.000000 Penalty: 3669.414551
	Iteration 3Q: 3 clusters Score -8461639 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -8462327.000000 Penalty: 3669.414551
	Iteration 4Q: 3 clusters Score -8462327 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8463267.000000 Penalty: 3669.414551
	Iteration 5Q: 3 clusters Score -8463267 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -8464701.000000 Penalty: 3669.414551
	Iteration 6Q: 3 clusters Score -8464701 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8467107.000000 Penalty: 3669.414551
	Iteration 7F: 3 clusters Score -8467107 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8471086.000000 Penalty: 3669.414551
	Iteration 8F: 3 clusters Score -8471086 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8476547.000000 Penalty: 3669.414551
	Iteration 9F: 3 clusters Score -8476547 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -8482281.000000 Penalty: 3669.414551
	Iteration 10F: 3 clusters Score -8482281 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -8486251.000000 Penalty: 3669.414551
	Iteration 11F: 3 clusters Score -8486251 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8488352.000000 Penalty: 3669.414551
	Iteration 12Q: 3 clusters Score -8488352 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8489366.000000 Penalty: 3669.414551
	Iteration 13Q: 3 clusters Score -8489366 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8489941.000000 Penalty: 3669.414551
	Iteration 14Q: 3 clusters Score -8489941 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8490209.000000 Penalty: 3669.414551
	Iteration 15Q: 3 clusters Score -8490209 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8490353.000000 Penalty: 3669.414551
	Iteration 16Q: 3 clusters Score -8490353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8490442.000000 Penalty: 3669.414551
	Iteration 17Q: 3 clusters Score -8490442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8490515.000000 Penalty: 3669.414551
	Iteration 18Q: 3 clusters Score -8490515 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8490592.000000 Penalty: 3669.414551
	Iteration 19Q: 3 clusters Score -8490592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8490626.000000 Penalty: 3669.414551
	Iteration 20F: 3 clusters Score -8490626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8490656.000000 Penalty: 3669.414551
	Iteration 21Q: 3 clusters Score -8490656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8490671.000000 Penalty: 3669.414551
	Iteration 22Q: 3 clusters Score -8490671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8490678.000000 Penalty: 3669.414551
	Iteration 23Q: 3 clusters Score -8490678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8490689.000000 Penalty: 3669.414551
	Iteration 24Q: 3 clusters Score -8490689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8490694.000000 Penalty: 3669.414551
	Iteration 25Q: 3 clusters Score -8490694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8490699.000000 Penalty: 3669.414551
	Iteration 26Q: 3 clusters Score -8490699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8490711.000000 Penalty: 3669.414551
	Iteration 27Q: 3 clusters Score -8490711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8490722.000000 Penalty: 3669.414551
	Iteration 28Q: 3 clusters Score -8490722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8490723.000000 Penalty: 3669.414551
	Iteration 29Q: 3 clusters Score -8490723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8490732.000000 Penalty: 3669.414551
	Iteration 30Q: 3 clusters Score -8490732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8490746.000000 Penalty: 3669.414551
	Iteration 31Q: 3 clusters Score -8490746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8490742.000000 Penalty: 3669.414551
	Iteration 32Q: 3 clusters Score -8490742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8490739.000000 Penalty: 3669.414551
	Iteration 33Q: 3 clusters Score -8490739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8490743.000000 Penalty: 3669.414551
	Iteration 34Q: 3 clusters Score -8490743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8490745.000000 Penalty: 3669.414551
	Iteration 35Q: 3 clusters Score -8490745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8490750.000000 Penalty: 3669.414551
	Iteration 36Q: 3 clusters Score -8490750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8490750.000000 Penalty: 3669.414551
	Iteration 37Q: 3 clusters Score -8490750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8490754.000000 Penalty: 3669.414551
	Iteration 38Q: 3 clusters Score -8490754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8490755.000000 Penalty: 3669.414551
	Iteration 39Q: 3 clusters Score -8490755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8490762.000000 Penalty: 3669.414551
	Iteration 40F: 3 clusters Score -8490762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8490762.000000 Penalty: 3669.414551
	Iteration 41Q: 3 clusters Score -8490762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8490764.000000 Penalty: 3669.414551
	Iteration 42Q: 3 clusters Score -8490764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8490763.000000 Penalty: 3669.414551
	Iteration 43Q: 3 clusters Score -8490763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8490764.000000 Penalty: 3669.414551
	Iteration 44Q: 3 clusters Score -8490764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8490764.000000 Penalty: 3669.414551
	Iteration 45F: 3 clusters Score -8490764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Entering Unmasked Estep 
Score: -5394044.000000 Penalty: 1759.318481
	Iteration 0F: 2 clusters Score -5394044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5360381.500000 Penalty: 3518.636963
	Iteration 0F: 3 clusters Score -5360382 nChanged 23675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5374540.500000 Penalty: 3518.636963
	Iteration 1F: 3 clusters Score -5374540 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5375918.500000 Penalty: 3518.636963
	Iteration 2F: 3 clusters Score -5375918 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5378255.500000 Penalty: 3518.636963
	Iteration 3F: 3 clusters Score -5378256 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -5381714.500000 Penalty: 3518.636963
	Iteration 4F: 3 clusters Score -5381714 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5385649.000000 Penalty: 3518.636963
	Iteration 5F: 3 clusters Score -5385649 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5388717.500000 Penalty: 3518.636963
	Iteration 6F: 3 clusters Score -5388718 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5390264.500000 Penalty: 3518.636963
	Iteration 7Q: 3 clusters Score -5390264 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5391014.500000 Penalty: 3518.636963
	Iteration 8Q: 3 clusters Score -5391014 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5391387.500000 Penalty: 3518.636963
	Iteration 9Q: 3 clusters Score -5391388 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -5391604.000000 Penalty: 3518.636963
	Iteration 10Q: 3 clusters Score -5391604 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5391769.500000 Penalty: 3518.636963
	Iteration 11Q: 3 clusters Score -5391770 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5391841.500000 Penalty: 3518.636963
	Iteration 12Q: 3 clusters Score -5391842 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5391881.000000 Penalty: 3518.636963
	Iteration 13Q: 3 clusters Score -5391881 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5391962.000000 Penalty: 3518.636963
	Iteration 14Q: 3 clusters Score -5391962 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5391997.500000 Penalty: 3518.636963
	Iteration 15Q: 3 clusters Score -5391998 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5392056.000000 Penalty: 3518.636963
	Iteration 16Q: 3 clusters Score -5392056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5392096.000000 Penalty: 3518.636963
	Iteration 17Q: 3 clusters Score -5392096 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -5392125.000000 Penalty: 3518.636963
	Iteration 18Q: 3 clusters Score -5392125 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5392165.500000 Penalty: 3518.636963
	Iteration 19Q: 3 clusters Score -5392166 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5392199.000000 Penalty: 3518.636963
	Iteration 20F: 3 clusters Score -5392199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5392220.500000 Penalty: 3518.636963
	Iteration 21Q: 3 clusters Score -5392220 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5392241.000000 Penalty: 3518.636963
	Iteration 22Q: 3 clusters Score -5392241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -5392266.500000 Penalty: 3518.636963
	Iteration 23Q: 3 clusters Score -5392266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -5392302.500000 Penalty: 3518.636963
	Iteration 24Q: 3 clusters Score -5392302 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5392326.000000 Penalty: 3518.636963
	Iteration 25Q: 3 clusters Score -5392326 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5392366.000000 Penalty: 3518.636963
	Iteration 26Q: 3 clusters Score -5392366 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5392382.000000 Penalty: 3518.636963
	Iteration 27Q: 3 clusters Score -5392382 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5392402.000000 Penalty: 3518.636963
	Iteration 28Q: 3 clusters Score -5392402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5392431.500000 Penalty: 3518.636963
	Iteration 29Q: 3 clusters Score -5392432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5392461.500000 Penalty: 3518.636963
	Iteration 30Q: 3 clusters Score -5392462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5392516.000000 Penalty: 3518.636963
	Iteration 31Q: 3 clusters Score -5392516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5392548.000000 Penalty: 3518.636963
	Iteration 32Q: 3 clusters Score -5392548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5392566.500000 Penalty: 3518.636963
	Iteration 33Q: 3 clusters Score -5392566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5392598.500000 Penalty: 3518.636963
	Iteration 34Q: 3 clusters Score -5392598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5392650.000000 Penalty: 3518.636963
	Iteration 35Q: 3 clusters Score -5392650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5392659.000000 Penalty: 3518.636963
	Iteration 36Q: 3 clusters Score -5392659 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5392687.500000 Penalty: 3518.636963
	Iteration 37Q: 3 clusters Score -5392688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5392704.500000 Penalty: 3518.636963
	Iteration 38Q: 3 clusters Score -5392704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5392794.500000 Penalty: 3518.636963
	Iteration 39Q: 3 clusters Score -5392794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5392873.500000 Penalty: 3518.636963
	Iteration 40F: 3 clusters Score -5392874 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5392907.000000 Penalty: 3518.636963
	Iteration 41Q: 3 clusters Score -5392907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5392975.000000 Penalty: 3518.636963
	Iteration 42Q: 3 clusters Score -5392975 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5393045.500000 Penalty: 3518.636963
	Iteration 43Q: 3 clusters Score -5393046 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5393096.500000 Penalty: 3518.636963
	Iteration 44Q: 3 clusters Score -5393096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5393129.500000 Penalty: 3518.636963
	Iteration 45Q: 3 clusters Score -5393130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5393170.000000 Penalty: 3518.636963
	Iteration 46Q: 3 clusters Score -5393170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5393202.500000 Penalty: 3518.636963
	Iteration 47Q: 3 clusters Score -5393202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5393217.000000 Penalty: 3518.636963
	Iteration 48Q: 3 clusters Score -5393217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5393246.500000 Penalty: 3518.636963
	Iteration 49Q: 3 clusters Score -5393246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5393262.000000 Penalty: 3518.636963
	Iteration 50Q: 3 clusters Score -5393262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5393268.500000 Penalty: 3518.636963
	Iteration 51Q: 3 clusters Score -5393268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5393276.000000 Penalty: 3518.636963
	Iteration 52Q: 3 clusters Score -5393276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5393282.500000 Penalty: 3518.636963
	Iteration 53Q: 3 clusters Score -5393282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5393292.000000 Penalty: 3518.636963
	Iteration 54Q: 3 clusters Score -5393292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5393299.000000 Penalty: 3518.636963
	Iteration 55Q: 3 clusters Score -5393299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5393299.000000 Penalty: 3518.636963
	Iteration 56Q: 3 clusters Score -5393299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5393304.500000 Penalty: 3518.636963
	Iteration 57Q: 3 clusters Score -5393304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5393316.500000 Penalty: 3518.636963
	Iteration 58Q: 3 clusters Score -5393316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5393312.500000 Penalty: 3518.636963
	Iteration 59Q: 3 clusters Score -5393312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5393313.500000 Penalty: 3518.636963
	Iteration 60F: 3 clusters Score -5393314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5393314.000000 Penalty: 3518.636963
	Iteration 61Q: 3 clusters Score -5393314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5393324.000000 Penalty: 3518.636963
	Iteration 62Q: 3 clusters Score -5393324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5393332.500000 Penalty: 3518.636963
	Iteration 63Q: 3 clusters Score -5393332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5393331.000000 Penalty: 3518.636963
	Iteration 64Q: 3 clusters Score -5393331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5393326.000000 Penalty: 3518.636963
	Iteration 65Q: 3 clusters Score -5393326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5393327.000000 Penalty: 3518.636963
	Iteration 66Q: 3 clusters Score -5393327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5393325.000000 Penalty: 3518.636963
	Iteration 67Q: 3 clusters Score -5393325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5393328.500000 Penalty: 3518.636963
	Iteration 68Q: 3 clusters Score -5393328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5393332.500000 Penalty: 3518.636963
	Iteration 69Q: 3 clusters Score -5393332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5393334.500000 Penalty: 3518.636963
	Iteration 70Q: 3 clusters Score -5393334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5393335.500000 Penalty: 3518.636963
	Iteration 71Q: 3 clusters Score -5393336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5393336.000000 Penalty: 3518.636963
	Iteration 72Q: 3 clusters Score -5393336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5393331.000000 Penalty: 3518.636963
	Iteration 73Q: 3 clusters Score -5393331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5393333.000000 Penalty: 3518.636963
	Iteration 74Q: 3 clusters Score -5393333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5393334.500000 Penalty: 3518.636963
	Iteration 75Q: 3 clusters Score -5393334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5393336.000000 Penalty: 3518.636963
	Iteration 76Q: 3 clusters Score -5393336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5393339.000000 Penalty: 3518.636963
	Iteration 77Q: 3 clusters Score -5393339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5393335.500000 Penalty: 3518.636963
	Iteration 78Q: 3 clusters Score -5393336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5393343.000000 Penalty: 3518.636963
	Iteration 79Q: 3 clusters Score -5393343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5393342.000000 Penalty: 3518.636963
	Iteration 80F: 3 clusters Score -5393342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5393347.500000 Penalty: 3518.636963
	Iteration 81Q: 3 clusters Score -5393348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5393343.500000 Penalty: 3518.636963
	Iteration 82Q: 3 clusters Score -5393344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5393345.500000 Penalty: 3518.636963
	Iteration 83Q: 3 clusters Score -5393346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5393348.500000 Penalty: 3518.636963
	Iteration 84Q: 3 clusters Score -5393348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5393346.500000 Penalty: 3518.636963
	Iteration 85Q: 3 clusters Score -5393346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5393348.000000 Penalty: 3518.636963
	Iteration 86Q: 3 clusters Score -5393348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5393343.500000 Penalty: 3518.636963
	Iteration 87Q: 3 clusters Score -5393344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5393343.500000 Penalty: 3518.636963
	Iteration 88F: 3 clusters Score -5393344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24728.544922 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24728.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24859.882812 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24859.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24889.003906 Penalty: 1839.331665
	Iteration 2Q: 3 clusters Score -24889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24902.855469 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -24902.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24916.171875 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24916.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24917.208984 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -24917.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24917.208984 Penalty: 1839.331665
	Iteration 6F: 3 clusters Score -24917.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -376663.593750 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -376663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -373493.718750 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -373493.7 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -374281.531250 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -374281.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -374413.375000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -374413.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -374491.093750 Penalty: 2671.980713
	Iteration 3Q: 3 clusters Score -374491.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -374557.093750 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -374557.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -374613.312500 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -374613.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -374659.937500 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -374659.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -374699.031250 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -374699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -374734.500000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -374734.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374767.968750 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -374768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -374802.000000 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -374802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -374835.718750 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -374835.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -374869.500000 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -374869.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374893.968750 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -374894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -374915.250000 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -374915.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -374929.000000 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -374929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -374939.125000 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -374939.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -374952.093750 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -374952.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -374962.812500 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -374962.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -374972.312500 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -374972.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -374978.375000 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -374978.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -374983.812500 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -374983.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -374990.625000 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -374990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -374995.125000 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -374995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -374999.562500 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -374999.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -375002.125000 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -375002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -375004.093750 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -375004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -375007.562500 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -375007.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -375010.718750 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -375010.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -375018.000000 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -375018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -375025.718750 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -375025.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -375031.781250 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -375031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -375038.906250 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -375038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -375044.718750 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -375044.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -375050.531250 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -375050.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -375062.312500 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -375062.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -375070.781250 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -375070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375081.218750 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -375081.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375103.218750 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -375103.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -375154.906250 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -375154.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375231.750000 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -375231.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375349.281250 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -375349.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -375505.812500 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -375505.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375673.312500 Penalty: 2671.980713
	Iteration 43Q: 3 clusters Score -375673.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -375770.468750 Penalty: 2671.980713
	Iteration 44Q: 3 clusters Score -375770.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -375842.937500 Penalty: 2671.980713
	Iteration 45Q: 3 clusters Score -375842.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -375924.031250 Penalty: 2671.980713
	Iteration 46Q: 3 clusters Score -375924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -376020.625000 Penalty: 2671.980713
	Iteration 47Q: 3 clusters Score -376020.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -376160.250000 Penalty: 2671.980713
	Iteration 48Q: 3 clusters Score -376160.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376383.468750 Penalty: 2671.980713
	Iteration 49Q: 3 clusters Score -376383.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -376839.187500 Penalty: 2671.980713
	Iteration 50Q: 3 clusters Score -376839.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -377204.531250 Penalty: 2671.980713
	Iteration 51Q: 3 clusters Score -377204.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -377283.468750 Penalty: 2671.980713
	Iteration 52Q: 3 clusters Score -377283.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -377300.687500 Penalty: 2671.980713
	Iteration 53Q: 3 clusters Score -377300.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -377307.531250 Penalty: 2671.980713
	Iteration 54Q: 3 clusters Score -377307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -377313.281250 Penalty: 2671.980713
	Iteration 55Q: 3 clusters Score -377313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -377315.437500 Penalty: 2671.980713
	Iteration 56Q: 3 clusters Score -377315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -377318.406250 Penalty: 2671.980713
	Iteration 57Q: 3 clusters Score -377318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -377321.437500 Penalty: 2671.980713
	Iteration 58Q: 3 clusters Score -377321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -377321.437500 Penalty: 2671.980713
	Iteration 59Q: 3 clusters Score -377321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -377321.437500 Penalty: 2671.980713
	Iteration 60F: 3 clusters Score -377321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 80058 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 2239 members 
Entering Unmasked Estep 
Score: -70217080.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70217256.000000 to -70217080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -756450.562500 Penalty: 1447.508911
	Iteration 0F: 2 clusters Score -756450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -750864.062500 Penalty: 2895.017822
	Iteration 0F: 3 clusters Score -750864.1 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -752596.562500 Penalty: 2895.017822
	Iteration 1F: 3 clusters Score -752596.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -753024.812500 Penalty: 2895.017822
	Iteration 2F: 3 clusters Score -753024.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -753471.250000 Penalty: 2895.017822
	Iteration 3F: 3 clusters Score -753471.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -753882.875000 Penalty: 2895.017822
	Iteration 4F: 3 clusters Score -753882.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -754200.937500 Penalty: 2895.017822
	Iteration 5F: 3 clusters Score -754200.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -754479.250000 Penalty: 2895.017822
	Iteration 6F: 3 clusters Score -754479.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -754702.625000 Penalty: 2895.017822
	Iteration 7F: 3 clusters Score -754702.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -754883.687500 Penalty: 2895.017822
	Iteration 8Q: 3 clusters Score -754883.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -755023.562500 Penalty: 2895.017822
	Iteration 9Q: 3 clusters Score -755023.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -755141.375000 Penalty: 2895.017822
	Iteration 10Q: 3 clusters Score -755141.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -755229.812500 Penalty: 2895.017822
	Iteration 11Q: 3 clusters Score -755229.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -755290.562500 Penalty: 2895.017822
	Iteration 12Q: 3 clusters Score -755290.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -755330.437500 Penalty: 2895.017822
	Iteration 13Q: 3 clusters Score -755330.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -755360.312500 Penalty: 2895.017822
	Iteration 14Q: 3 clusters Score -755360.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -755382.312500 Penalty: 2895.017822
	Iteration 15Q: 3 clusters Score -755382.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -755392.187500 Penalty: 2895.017822
	Iteration 16Q: 3 clusters Score -755392.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -755399.812500 Penalty: 2895.017822
	Iteration 17Q: 3 clusters Score -755399.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -755406.562500 Penalty: 2895.017822
	Iteration 18Q: 3 clusters Score -755406.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -755414.875000 Penalty: 2895.017822
	Iteration 19Q: 3 clusters Score -755414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -755421.625000 Penalty: 2895.017822
	Iteration 20F: 3 clusters Score -755421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -755423.062500 Penalty: 2895.017822
	Iteration 21Q: 3 clusters Score -755423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -755426.187500 Penalty: 2895.017822
	Iteration 22Q: 3 clusters Score -755426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -755429.000000 Penalty: 2895.017822
	Iteration 23Q: 3 clusters Score -755429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -755432.062500 Penalty: 2895.017822
	Iteration 24Q: 3 clusters Score -755432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -755433.062500 Penalty: 2895.017822
	Iteration 25Q: 3 clusters Score -755433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -755434.562500 Penalty: 2895.017822
	Iteration 26Q: 3 clusters Score -755434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -755434.750000 Penalty: 2895.017822
	Iteration 27Q: 3 clusters Score -755434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -755434.000000 Penalty: 2895.017822
	Iteration 28Q: 3 clusters Score -755434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -755434.000000 Penalty: 2895.017822
	Iteration 29F: 3 clusters Score -755434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Entering Unmasked Estep 
Score: -2533592.500000 Penalty: 1636.762695
	Iteration 0F: 2 clusters Score -2533592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2517606.000000 Penalty: 3273.525391
	Iteration 0F: 3 clusters Score -2517606 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2523589.000000 Penalty: 3273.525391
	Iteration 1F: 3 clusters Score -2523589 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2524061.000000 Penalty: 3273.525391
	Iteration 2F: 3 clusters Score -2524061 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2524545.500000 Penalty: 3273.525391
	Iteration 3F: 3 clusters Score -2524546 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2525115.750000 Penalty: 3273.525391
	Iteration 4Q: 3 clusters Score -2525116 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2525871.500000 Penalty: 3273.525391
	Iteration 5F: 3 clusters Score -2525872 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2526760.000000 Penalty: 3273.525391
	Iteration 6F: 3 clusters Score -2526760 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2527823.000000 Penalty: 3273.525391
	Iteration 7F: 3 clusters Score -2527823 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2528741.500000 Penalty: 3273.525391
	Iteration 8F: 3 clusters Score -2528742 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2529403.500000 Penalty: 3273.525391
	Iteration 9Q: 3 clusters Score -2529404 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2529815.250000 Penalty: 3273.525391
	Iteration 10Q: 3 clusters Score -2529815 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2530044.500000 Penalty: 3273.525391
	Iteration 11Q: 3 clusters Score -2530044 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2530221.500000 Penalty: 3273.525391
	Iteration 12Q: 3 clusters Score -2530222 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2530348.000000 Penalty: 3273.525391
	Iteration 13Q: 3 clusters Score -2530348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2530464.250000 Penalty: 3273.525391
	Iteration 14Q: 3 clusters Score -2530464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2530576.000000 Penalty: 3273.525391
	Iteration 15Q: 3 clusters Score -2530576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2530717.000000 Penalty: 3273.525391
	Iteration 16Q: 3 clusters Score -2530717 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2530831.750000 Penalty: 3273.525391
	Iteration 17Q: 3 clusters Score -2530832 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2530955.000000 Penalty: 3273.525391
	Iteration 18Q: 3 clusters Score -2530955 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2531058.250000 Penalty: 3273.525391
	Iteration 19Q: 3 clusters Score -2531058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2531160.500000 Penalty: 3273.525391
	Iteration 20F: 3 clusters Score -2531160 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2531241.500000 Penalty: 3273.525391
	Iteration 21Q: 3 clusters Score -2531242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2531336.750000 Penalty: 3273.525391
	Iteration 22Q: 3 clusters Score -2531337 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2531416.500000 Penalty: 3273.525391
	Iteration 23Q: 3 clusters Score -2531416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2531485.250000 Penalty: 3273.525391
	Iteration 24Q: 3 clusters Score -2531485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2531548.250000 Penalty: 3273.525391
	Iteration 25Q: 3 clusters Score -2531548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2531605.000000 Penalty: 3273.525391
	Iteration 26Q: 3 clusters Score -2531605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2531637.250000 Penalty: 3273.525391
	Iteration 27Q: 3 clusters Score -2531637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2531677.500000 Penalty: 3273.525391
	Iteration 28Q: 3 clusters Score -2531678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2531728.250000 Penalty: 3273.525391
	Iteration 29Q: 3 clusters Score -2531728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2531764.250000 Penalty: 3273.525391
	Iteration 30Q: 3 clusters Score -2531764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2531799.000000 Penalty: 3273.525391
	Iteration 31Q: 3 clusters Score -2531799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2531819.500000 Penalty: 3273.525391
	Iteration 32Q: 3 clusters Score -2531820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2531857.250000 Penalty: 3273.525391
	Iteration 33Q: 3 clusters Score -2531857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2531891.250000 Penalty: 3273.525391
	Iteration 34Q: 3 clusters Score -2531891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2531913.000000 Penalty: 3273.525391
	Iteration 35Q: 3 clusters Score -2531913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2531944.000000 Penalty: 3273.525391
	Iteration 36Q: 3 clusters Score -2531944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2531965.000000 Penalty: 3273.525391
	Iteration 37Q: 3 clusters Score -2531965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2531989.250000 Penalty: 3273.525391
	Iteration 38Q: 3 clusters Score -2531989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2532015.000000 Penalty: 3273.525391
	Iteration 39Q: 3 clusters Score -2532015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2532043.000000 Penalty: 3273.525391
	Iteration 40F: 3 clusters Score -2532043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2532072.000000 Penalty: 3273.525391
	Iteration 41Q: 3 clusters Score -2532072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2532107.250000 Penalty: 3273.525391
	Iteration 42Q: 3 clusters Score -2532107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2532131.250000 Penalty: 3273.525391
	Iteration 43Q: 3 clusters Score -2532131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2532154.250000 Penalty: 3273.525391
	Iteration 44Q: 3 clusters Score -2532154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2532166.000000 Penalty: 3273.525391
	Iteration 45Q: 3 clusters Score -2532166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2532178.500000 Penalty: 3273.525391
	Iteration 46Q: 3 clusters Score -2532178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2532185.750000 Penalty: 3273.525391
	Iteration 47Q: 3 clusters Score -2532186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2532195.750000 Penalty: 3273.525391
	Iteration 48Q: 3 clusters Score -2532196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2532199.250000 Penalty: 3273.525391
	Iteration 49Q: 3 clusters Score -2532199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2532205.250000 Penalty: 3273.525391
	Iteration 50Q: 3 clusters Score -2532205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2532202.500000 Penalty: 3273.525391
	Iteration 51Q: 3 clusters Score -2532202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2532212.750000 Penalty: 3273.525391
	Iteration 52Q: 3 clusters Score -2532213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2532220.750000 Penalty: 3273.525391
	Iteration 53Q: 3 clusters Score -2532221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2532224.500000 Penalty: 3273.525391
	Iteration 54Q: 3 clusters Score -2532224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2532232.750000 Penalty: 3273.525391
	Iteration 55Q: 3 clusters Score -2532233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2532237.250000 Penalty: 3273.525391
	Iteration 56Q: 3 clusters Score -2532237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2532248.500000 Penalty: 3273.525391
	Iteration 57Q: 3 clusters Score -2532248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2532256.000000 Penalty: 3273.525391
	Iteration 58Q: 3 clusters Score -2532256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2532258.000000 Penalty: 3273.525391
	Iteration 59Q: 3 clusters Score -2532258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2532263.250000 Penalty: 3273.525391
	Iteration 60F: 3 clusters Score -2532263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2532265.250000 Penalty: 3273.525391
	Iteration 61Q: 3 clusters Score -2532265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2532267.500000 Penalty: 3273.525391
	Iteration 62Q: 3 clusters Score -2532268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2532264.750000 Penalty: 3273.525391
	Iteration 63Q: 3 clusters Score -2532265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2532264.750000 Penalty: 3273.525391
	Iteration 64F: 3 clusters Score -2532265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -96852.460938 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -96852.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95417.640625 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -95417.64 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95660.484375 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -95660.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95756.328125 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -95756.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95845.937500 Penalty: 2233.104736
	Iteration 3Q: 3 clusters Score -95845.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95917.742188 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -95917.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96005.679688 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -96005.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96128.140625 Penalty: 2233.104736
	Iteration 6F: 3 clusters Score -96128.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96231.570312 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -96231.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -96341.773438 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -96341.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96403.218750 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -96403.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96448.804688 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -96448.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96490.484375 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -96490.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96546.562500 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -96546.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96606.234375 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -96606.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96668.296875 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -96668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96718.085938 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -96718.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96751.140625 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -96751.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96778.656250 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -96778.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96807.578125 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -96807.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96827.828125 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -96827.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96864.890625 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -96864.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96918.656250 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -96918.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96965.335938 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -96965.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96988.093750 Penalty: 2233.104736
	Iteration 23Q: 3 clusters Score -96988.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97000.281250 Penalty: 2233.104736
	Iteration 24Q: 3 clusters Score -97000.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97009.031250 Penalty: 2233.104736
	Iteration 25Q: 3 clusters Score -97009.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97011.914062 Penalty: 2233.104736
	Iteration 26Q: 3 clusters Score -97011.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97011.914062 Penalty: 2233.104736
	Iteration 27F: 3 clusters Score -97011.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 80058 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 489 members 
Entering Unmasked Estep 
Score: -70216328.000000 Penalty: 43641.613281
Splitting cluster 8 changes total score from -70217256.000000 to -70216328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -253790.609375 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -253790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -251297.125000 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -251297.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -251955.828125 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -251955.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252236.484375 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -252236.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -252467.640625 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -252467.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -252686.359375 Penalty: 2558.547852
	Iteration 4F: 3 clusters Score -252686.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -252867.890625 Penalty: 2558.547852
	Iteration 5F: 3 clusters Score -252867.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -253013.984375 Penalty: 2558.547852
	Iteration 6F: 3 clusters Score -253014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -253123.531250 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -253123.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -253212.000000 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -253212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -253267.437500 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -253267.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -253295.406250 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -253295.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -253308.718750 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -253308.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -253314.312500 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -253314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -253319.343750 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -253319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -253324.609375 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -253324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -253328.968750 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -253329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -253334.765625 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -253334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -253339.046875 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -253339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -253343.156250 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -253343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -253345.234375 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -253345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -253347.328125 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -253347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -253352.156250 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -253352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -253355.781250 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -253355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -253360.015625 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -253360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -253362.437500 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -253362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -253365.046875 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -253365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -253365.718750 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -253365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -253366.781250 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -253366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -253366.937500 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -253366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -253366.937500 Penalty: 2558.547852
	Iteration 29F: 3 clusters Score -253366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Entering Unmasked Estep 
Score: -3743679.750000 Penalty: 1706.828369
	Iteration 0F: 2 clusters Score -3743680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3719166.250000 Penalty: 3413.656738
	Iteration 0F: 3 clusters Score -3719166 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3728809.750000 Penalty: 3413.656738
	Iteration 1F: 3 clusters Score -3728810 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3729379.250000 Penalty: 3413.656738
	Iteration 2Q: 3 clusters Score -3729379 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3730156.750000 Penalty: 3413.656738
	Iteration 3Q: 3 clusters Score -3730157 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3731300.250000 Penalty: 3413.656738
	Iteration 4F: 3 clusters Score -3731300 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3732890.500000 Penalty: 3413.656738
	Iteration 5F: 3 clusters Score -3732890 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3734737.750000 Penalty: 3413.656738
	Iteration 6F: 3 clusters Score -3734738 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3736379.250000 Penalty: 3413.656738
	Iteration 7F: 3 clusters Score -3736379 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3737413.500000 Penalty: 3413.656738
	Iteration 8F: 3 clusters Score -3737414 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3737878.500000 Penalty: 3413.656738
	Iteration 9Q: 3 clusters Score -3737878 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3738114.500000 Penalty: 3413.656738
	Iteration 10Q: 3 clusters Score -3738114 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3738241.250000 Penalty: 3413.656738
	Iteration 11Q: 3 clusters Score -3738241 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3738326.000000 Penalty: 3413.656738
	Iteration 12Q: 3 clusters Score -3738326 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3738379.250000 Penalty: 3413.656738
	Iteration 13Q: 3 clusters Score -3738379 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3738440.500000 Penalty: 3413.656738
	Iteration 14Q: 3 clusters Score -3738440 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3738504.000000 Penalty: 3413.656738
	Iteration 15Q: 3 clusters Score -3738504 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3738564.750000 Penalty: 3413.656738
	Iteration 16Q: 3 clusters Score -3738565 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3738613.250000 Penalty: 3413.656738
	Iteration 17Q: 3 clusters Score -3738613 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3738626.250000 Penalty: 3413.656738
	Iteration 18Q: 3 clusters Score -3738626 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3738653.250000 Penalty: 3413.656738
	Iteration 19Q: 3 clusters Score -3738653 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3738696.250000 Penalty: 3413.656738
	Iteration 20F: 3 clusters Score -3738696 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3738741.750000 Penalty: 3413.656738
	Iteration 21Q: 3 clusters Score -3738742 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3738807.250000 Penalty: 3413.656738
	Iteration 22Q: 3 clusters Score -3738807 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3738832.250000 Penalty: 3413.656738
	Iteration 23Q: 3 clusters Score -3738832 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3738893.750000 Penalty: 3413.656738
	Iteration 24Q: 3 clusters Score -3738894 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3738933.750000 Penalty: 3413.656738
	Iteration 25Q: 3 clusters Score -3738934 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3738979.750000 Penalty: 3413.656738
	Iteration 26Q: 3 clusters Score -3738980 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3739021.500000 Penalty: 3413.656738
	Iteration 27Q: 3 clusters Score -3739022 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3739084.250000 Penalty: 3413.656738
	Iteration 28Q: 3 clusters Score -3739084 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3739156.750000 Penalty: 3413.656738
	Iteration 29Q: 3 clusters Score -3739157 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3739216.250000 Penalty: 3413.656738
	Iteration 30Q: 3 clusters Score -3739216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3739305.250000 Penalty: 3413.656738
	Iteration 31Q: 3 clusters Score -3739305 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3739388.500000 Penalty: 3413.656738
	Iteration 32Q: 3 clusters Score -3739388 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3739465.500000 Penalty: 3413.656738
	Iteration 33Q: 3 clusters Score -3739466 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3739558.250000 Penalty: 3413.656738
	Iteration 34Q: 3 clusters Score -3739558 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3739664.250000 Penalty: 3413.656738
	Iteration 35Q: 3 clusters Score -3739664 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3739778.000000 Penalty: 3413.656738
	Iteration 36Q: 3 clusters Score -3739778 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3739899.500000 Penalty: 3413.656738
	Iteration 37Q: 3 clusters Score -3739900 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3740026.750000 Penalty: 3413.656738
	Iteration 38Q: 3 clusters Score -3740027 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3740141.000000 Penalty: 3413.656738
	Iteration 39Q: 3 clusters Score -3740141 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3740304.250000 Penalty: 3413.656738
	Iteration 40F: 3 clusters Score -3740304 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3740440.500000 Penalty: 3413.656738
	Iteration 41Q: 3 clusters Score -3740440 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3740575.500000 Penalty: 3413.656738
	Iteration 42Q: 3 clusters Score -3740576 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3740726.750000 Penalty: 3413.656738
	Iteration 43Q: 3 clusters Score -3740727 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3740862.000000 Penalty: 3413.656738
	Iteration 44Q: 3 clusters Score -3740862 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3741002.500000 Penalty: 3413.656738
	Iteration 45Q: 3 clusters Score -3741002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -3741155.500000 Penalty: 3413.656738
	Iteration 46Q: 3 clusters Score -3741156 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3741288.500000 Penalty: 3413.656738
	Iteration 47Q: 3 clusters Score -3741288 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -3741378.750000 Penalty: 3413.656738
	Iteration 48Q: 3 clusters Score -3741379 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3741498.750000 Penalty: 3413.656738
	Iteration 49Q: 3 clusters Score -3741499 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -3741591.500000 Penalty: 3413.656738
	Iteration 50Q: 3 clusters Score -3741592 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -3741656.750000 Penalty: 3413.656738
	Iteration 51Q: 3 clusters Score -3741657 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3741727.750000 Penalty: 3413.656738
	Iteration 52Q: 3 clusters Score -3741728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -3741784.750000 Penalty: 3413.656738
	Iteration 53Q: 3 clusters Score -3741785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3741845.750000 Penalty: 3413.656738
	Iteration 54Q: 3 clusters Score -3741846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -3741903.250000 Penalty: 3413.656738
	Iteration 55Q: 3 clusters Score -3741903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -3741939.250000 Penalty: 3413.656738
	Iteration 56Q: 3 clusters Score -3741939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3741975.250000 Penalty: 3413.656738
	Iteration 57Q: 3 clusters Score -3741975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3742010.000000 Penalty: 3413.656738
	Iteration 58Q: 3 clusters Score -3742010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -3742044.500000 Penalty: 3413.656738
	Iteration 59Q: 3 clusters Score -3742044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -3742067.000000 Penalty: 3413.656738
	Iteration 60F: 3 clusters Score -3742067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -3742080.250000 Penalty: 3413.656738
	Iteration 61Q: 3 clusters Score -3742080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3742107.750000 Penalty: 3413.656738
	Iteration 62Q: 3 clusters Score -3742108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -3742116.250000 Penalty: 3413.656738
	Iteration 63Q: 3 clusters Score -3742116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3742126.750000 Penalty: 3413.656738
	Iteration 64Q: 3 clusters Score -3742127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3742133.750000 Penalty: 3413.656738
	Iteration 65Q: 3 clusters Score -3742134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -3742139.250000 Penalty: 3413.656738
	Iteration 66Q: 3 clusters Score -3742139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -3742148.000000 Penalty: 3413.656738
	Iteration 67Q: 3 clusters Score -3742148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3742152.000000 Penalty: 3413.656738
	Iteration 68Q: 3 clusters Score -3742152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3742151.500000 Penalty: 3413.656738
	Iteration 69Q: 3 clusters Score -3742152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -3742153.000000 Penalty: 3413.656738
	Iteration 70Q: 3 clusters Score -3742153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3742158.750000 Penalty: 3413.656738
	Iteration 71Q: 3 clusters Score -3742159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -3742162.000000 Penalty: 3413.656738
	Iteration 72Q: 3 clusters Score -3742162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3742161.000000 Penalty: 3413.656738
	Iteration 73Q: 3 clusters Score -3742161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3742166.000000 Penalty: 3413.656738
	Iteration 74Q: 3 clusters Score -3742166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -3742164.750000 Penalty: 3413.656738
	Iteration 75Q: 3 clusters Score -3742165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -3742166.000000 Penalty: 3413.656738
	Iteration 76Q: 3 clusters Score -3742166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3742170.750000 Penalty: 3413.656738
	Iteration 77Q: 3 clusters Score -3742171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3742175.250000 Penalty: 3413.656738
	Iteration 78Q: 3 clusters Score -3742175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3742176.500000 Penalty: 3413.656738
	Iteration 79Q: 3 clusters Score -3742176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -3742180.250000 Penalty: 3413.656738
	Iteration 80F: 3 clusters Score -3742180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3742178.000000 Penalty: 3413.656738
	Iteration 81Q: 3 clusters Score -3742178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3742179.500000 Penalty: 3413.656738
	Iteration 82Q: 3 clusters Score -3742180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3742184.000000 Penalty: 3413.656738
	Iteration 83Q: 3 clusters Score -3742184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -3742185.000000 Penalty: 3413.656738
	Iteration 84Q: 3 clusters Score -3742185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3742184.250000 Penalty: 3413.656738
	Iteration 85Q: 3 clusters Score -3742184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3742184.250000 Penalty: 3413.656738
	Iteration 86F: 3 clusters Score -3742184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205835 members 
Entering Unmasked Estep 
Score: -21625682.000000 Penalty: 1988.159912
	Iteration 0F: 2 clusters Score -2.162568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -21488770.000000 Penalty: 3976.319824
	Iteration 0F: 3 clusters Score -2.148877e+07 nChanged 100242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -21549000.000000 Penalty: 3976.319824
	Iteration 1F: 3 clusters Score -2.1549e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -21550686.000000 Penalty: 3976.319824
	Iteration 2Q: 3 clusters Score -2.155069e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -21553654.000000 Penalty: 3976.319824
	Iteration 3Q: 3 clusters Score -2.155365e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -21559028.000000 Penalty: 3976.319824
	Iteration 4F: 3 clusters Score -2.155903e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 145614 members 
Entering Unmasked Estep 
Score: -21568988.000000 Penalty: 3976.319824
	Iteration 5F: 3 clusters Score -2.156899e+07 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -21584384.000000 Penalty: 3976.319824
	Iteration 6F: 3 clusters Score -2.158438e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 181942 members 
Entering Unmasked Estep 
Score: -21601898.000000 Penalty: 3976.319824
	Iteration 7F: 3 clusters Score -2.16019e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 195384 members 
Entering Unmasked Estep 
Score: -21615110.000000 Penalty: 3976.319824
	Iteration 8F: 3 clusters Score -2.161511e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 202383 members 
Entering Unmasked Estep 
Score: -21621356.000000 Penalty: 3976.319824
	Iteration 9Q: 3 clusters Score -2.162136e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 204848 members 
Entering Unmasked Estep 
Score: -21623166.000000 Penalty: 3976.319824
	Iteration 10Q: 3 clusters Score -2.162317e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 205465 members 
Entering Unmasked Estep 
Score: -21623614.000000 Penalty: 3976.319824
	Iteration 11Q: 3 clusters Score -2.162361e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -21623766.000000 Penalty: 3976.319824
	Iteration 12Q: 3 clusters Score -2.162377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205644 members 
Entering Unmasked Estep 
Score: -21623812.000000 Penalty: 3976.319824
	Iteration 13Q: 3 clusters Score -2.162381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205669 members 
Entering Unmasked Estep 
Score: -21623864.000000 Penalty: 3976.319824
	Iteration 14Q: 3 clusters Score -2.162386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205679 members 
Entering Unmasked Estep 
Score: -21623892.000000 Penalty: 3976.319824
	Iteration 15Q: 3 clusters Score -2.162389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 205685 members 
Entering Unmasked Estep 
Score: -21623908.000000 Penalty: 3976.319824
	Iteration 16Q: 3 clusters Score -2.162391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205690 members 
Entering Unmasked Estep 
Score: -21623912.000000 Penalty: 3976.319824
	Iteration 17Q: 3 clusters Score -2.162391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 205693 members 
Entering Unmasked Estep 
Score: -21623932.000000 Penalty: 3976.319824
	Iteration 18Q: 3 clusters Score -2.162393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205696 members 
Entering Unmasked Estep 
Score: -21623944.000000 Penalty: 3976.319824
	Iteration 19Q: 3 clusters Score -2.162394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 205700 members 
Entering Unmasked Estep 
Score: -21623952.000000 Penalty: 3976.319824
	Iteration 20F: 3 clusters Score -2.162395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205698 members 
Entering Unmasked Estep 
Score: -21623954.000000 Penalty: 3976.319824
	Iteration 21Q: 3 clusters Score -2.162395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205698 members 
Entering Unmasked Estep 
Score: -21623954.000000 Penalty: 3976.319824
	Iteration 22F: 3 clusters Score -2.162395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Entering Unmasked Estep 
Score: -5045560.500000 Penalty: 1749.041992
	Iteration 0F: 2 clusters Score -5045560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5013677.500000 Penalty: 3498.083984
	Iteration 0F: 3 clusters Score -5013678 nChanged 22143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5026175.500000 Penalty: 3498.083984
	Iteration 1F: 3 clusters Score -5026176 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5026687.000000 Penalty: 3498.083984
	Iteration 2Q: 3 clusters Score -5026687 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5027194.000000 Penalty: 3498.083984
	Iteration 3Q: 3 clusters Score -5027194 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5027812.000000 Penalty: 3498.083984
	Iteration 4Q: 3 clusters Score -5027812 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5028492.500000 Penalty: 3498.083984
	Iteration 5Q: 3 clusters Score -5028492 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -5029510.000000 Penalty: 3498.083984
	Iteration 6Q: 3 clusters Score -5029510 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5030967.000000 Penalty: 3498.083984
	Iteration 7F: 3 clusters Score -5030967 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5033171.500000 Penalty: 3498.083984
	Iteration 8F: 3 clusters Score -5033172 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -5035974.000000 Penalty: 3498.083984
	Iteration 9F: 3 clusters Score -5035974 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5038916.500000 Penalty: 3498.083984
	Iteration 10F: 3 clusters Score -5038916 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5041378.500000 Penalty: 3498.083984
	Iteration 11F: 3 clusters Score -5041378 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -5042798.500000 Penalty: 3498.083984
	Iteration 12Q: 3 clusters Score -5042798 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5043442.500000 Penalty: 3498.083984
	Iteration 13Q: 3 clusters Score -5043442 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5043720.500000 Penalty: 3498.083984
	Iteration 14Q: 3 clusters Score -5043720 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -5043900.000000 Penalty: 3498.083984
	Iteration 15Q: 3 clusters Score -5043900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5043978.500000 Penalty: 3498.083984
	Iteration 16Q: 3 clusters Score -5043978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -5044019.500000 Penalty: 3498.083984
	Iteration 17Q: 3 clusters Score -5044020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -5044046.500000 Penalty: 3498.083984
	Iteration 18Q: 3 clusters Score -5044046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5044058.500000 Penalty: 3498.083984
	Iteration 19Q: 3 clusters Score -5044058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5044073.500000 Penalty: 3498.083984
	Iteration 20F: 3 clusters Score -5044074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -5044088.500000 Penalty: 3498.083984
	Iteration 21Q: 3 clusters Score -5044088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -5044097.000000 Penalty: 3498.083984
	Iteration 22Q: 3 clusters Score -5044097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5044099.000000 Penalty: 3498.083984
	Iteration 23Q: 3 clusters Score -5044099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5044101.500000 Penalty: 3498.083984
	Iteration 24Q: 3 clusters Score -5044102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -5044109.500000 Penalty: 3498.083984
	Iteration 25Q: 3 clusters Score -5044110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -5044115.000000 Penalty: 3498.083984
	Iteration 26Q: 3 clusters Score -5044115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5044117.000000 Penalty: 3498.083984
	Iteration 27Q: 3 clusters Score -5044117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5044114.000000 Penalty: 3498.083984
	Iteration 28Q: 3 clusters Score -5044114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5044114.000000 Penalty: 3498.083984
	Iteration 29F: 3 clusters Score -5044114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Entering Unmasked Estep 
Score: -6919673.000000 Penalty: 1800.166748
	Iteration 0F: 2 clusters Score -6919673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6876430.000000 Penalty: 3600.333496
	Iteration 0F: 3 clusters Score -6876430 nChanged 30558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -6893860.500000 Penalty: 3600.333496
	Iteration 1F: 3 clusters Score -6893860 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6894637.000000 Penalty: 3600.333496
	Iteration 2Q: 3 clusters Score -6894637 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6895798.000000 Penalty: 3600.333496
	Iteration 3Q: 3 clusters Score -6895798 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -6897407.500000 Penalty: 3600.333496
	Iteration 4Q: 3 clusters Score -6897408 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6899871.500000 Penalty: 3600.333496
	Iteration 5F: 3 clusters Score -6899872 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6903069.500000 Penalty: 3600.333496
	Iteration 6F: 3 clusters Score -6903070 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6906527.500000 Penalty: 3600.333496
	Iteration 7F: 3 clusters Score -6906528 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6909508.500000 Penalty: 3600.333496
	Iteration 8F: 3 clusters Score -6909508 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -6911841.000000 Penalty: 3600.333496
	Iteration 9Q: 3 clusters Score -6911841 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -6913551.500000 Penalty: 3600.333496
	Iteration 10Q: 3 clusters Score -6913552 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6914718.000000 Penalty: 3600.333496
	Iteration 11Q: 3 clusters Score -6914718 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -6915606.500000 Penalty: 3600.333496
	Iteration 12Q: 3 clusters Score -6915606 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -6916174.000000 Penalty: 3600.333496
	Iteration 13Q: 3 clusters Score -6916174 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -6916643.500000 Penalty: 3600.333496
	Iteration 14Q: 3 clusters Score -6916644 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -6917012.500000 Penalty: 3600.333496
	Iteration 15Q: 3 clusters Score -6917012 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -6917305.000000 Penalty: 3600.333496
	Iteration 16Q: 3 clusters Score -6917305 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -6917520.000000 Penalty: 3600.333496
	Iteration 17Q: 3 clusters Score -6917520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -6917677.000000 Penalty: 3600.333496
	Iteration 18Q: 3 clusters Score -6917677 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -6917812.500000 Penalty: 3600.333496
	Iteration 19Q: 3 clusters Score -6917812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -6917874.000000 Penalty: 3600.333496
	Iteration 20F: 3 clusters Score -6917874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -6917919.500000 Penalty: 3600.333496
	Iteration 21Q: 3 clusters Score -6917920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -6917961.000000 Penalty: 3600.333496
	Iteration 22Q: 3 clusters Score -6917961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -6918002.000000 Penalty: 3600.333496
	Iteration 23Q: 3 clusters Score -6918002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -6918027.000000 Penalty: 3600.333496
	Iteration 24Q: 3 clusters Score -6918027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -6918048.500000 Penalty: 3600.333496
	Iteration 25Q: 3 clusters Score -6918048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -6918069.500000 Penalty: 3600.333496
	Iteration 26Q: 3 clusters Score -6918070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -6918089.000000 Penalty: 3600.333496
	Iteration 27Q: 3 clusters Score -6918089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -6918107.500000 Penalty: 3600.333496
	Iteration 28Q: 3 clusters Score -6918108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -6918120.000000 Penalty: 3600.333496
	Iteration 29Q: 3 clusters Score -6918120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -6918125.000000 Penalty: 3600.333496
	Iteration 30Q: 3 clusters Score -6918125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -6918132.500000 Penalty: 3600.333496
	Iteration 31Q: 3 clusters Score -6918132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -6918137.000000 Penalty: 3600.333496
	Iteration 32Q: 3 clusters Score -6918137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -6918143.500000 Penalty: 3600.333496
	Iteration 33Q: 3 clusters Score -6918144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -6918146.000000 Penalty: 3600.333496
	Iteration 34Q: 3 clusters Score -6918146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -6918148.500000 Penalty: 3600.333496
	Iteration 35Q: 3 clusters Score -6918148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -6918148.500000 Penalty: 3600.333496
	Iteration 36Q: 3 clusters Score -6918148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -6918149.000000 Penalty: 3600.333496
	Iteration 37Q: 3 clusters Score -6918149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -6918169.000000 Penalty: 3600.333496
	Iteration 38Q: 3 clusters Score -6918169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -6918173.000000 Penalty: 3600.333496
	Iteration 39Q: 3 clusters Score -6918173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -6918179.000000 Penalty: 3600.333496
	Iteration 40F: 3 clusters Score -6918179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -6918186.000000 Penalty: 3600.333496
	Iteration 41Q: 3 clusters Score -6918186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -6918179.000000 Penalty: 3600.333496
	Iteration 42Q: 3 clusters Score -6918179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -6918186.500000 Penalty: 3600.333496
	Iteration 43Q: 3 clusters Score -6918186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -6918183.500000 Penalty: 3600.333496
	Iteration 44Q: 3 clusters Score -6918184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6918184.000000 Penalty: 3600.333496
	Iteration 45Q: 3 clusters Score -6918184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -6918184.500000 Penalty: 3600.333496
	Iteration 46Q: 3 clusters Score -6918184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -6918183.000000 Penalty: 3600.333496
	Iteration 47Q: 3 clusters Score -6918183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -6918182.500000 Penalty: 3600.333496
	Iteration 48Q: 3 clusters Score -6918182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -6918190.500000 Penalty: 3600.333496
	Iteration 49Q: 3 clusters Score -6918190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -6918195.500000 Penalty: 3600.333496
	Iteration 50Q: 3 clusters Score -6918196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -6918200.000000 Penalty: 3600.333496
	Iteration 51Q: 3 clusters Score -6918200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -6918198.500000 Penalty: 3600.333496
	Iteration 52Q: 3 clusters Score -6918198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -6918196.000000 Penalty: 3600.333496
	Iteration 53Q: 3 clusters Score -6918196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -6918196.000000 Penalty: 3600.333496
	Iteration 54F: 3 clusters Score -6918196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Entering Unmasked Estep 
Score: -3203233.500000 Penalty: 1674.749146
	Iteration 0F: 2 clusters Score -3203234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3183048.750000 Penalty: 3349.498291
	Iteration 0F: 3 clusters Score -3183049 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3190961.000000 Penalty: 3349.498291
	Iteration 1F: 3 clusters Score -3190961 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3191430.000000 Penalty: 3349.498291
	Iteration 2Q: 3 clusters Score -3191430 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3191944.750000 Penalty: 3349.498291
	Iteration 3Q: 3 clusters Score -3191945 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3192523.000000 Penalty: 3349.498291
	Iteration 4Q: 3 clusters Score -3192523 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3193156.750000 Penalty: 3349.498291
	Iteration 5Q: 3 clusters Score -3193157 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3193855.500000 Penalty: 3349.498291
	Iteration 6Q: 3 clusters Score -3193856 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3194513.250000 Penalty: 3349.498291
	Iteration 7Q: 3 clusters Score -3194513 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3195149.250000 Penalty: 3349.498291
	Iteration 8Q: 3 clusters Score -3195149 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3195809.750000 Penalty: 3349.498291
	Iteration 9Q: 3 clusters Score -3195810 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3196505.750000 Penalty: 3349.498291
	Iteration 10Q: 3 clusters Score -3196506 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3197145.250000 Penalty: 3349.498291
	Iteration 11Q: 3 clusters Score -3197145 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3197619.750000 Penalty: 3349.498291
	Iteration 12Q: 3 clusters Score -3197620 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3197920.750000 Penalty: 3349.498291
	Iteration 13Q: 3 clusters Score -3197921 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3198117.250000 Penalty: 3349.498291
	Iteration 14Q: 3 clusters Score -3198117 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3198284.000000 Penalty: 3349.498291
	Iteration 15Q: 3 clusters Score -3198284 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3198389.750000 Penalty: 3349.498291
	Iteration 16Q: 3 clusters Score -3198390 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3198453.500000 Penalty: 3349.498291
	Iteration 17Q: 3 clusters Score -3198454 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3198525.250000 Penalty: 3349.498291
	Iteration 18Q: 3 clusters Score -3198525 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3198596.750000 Penalty: 3349.498291
	Iteration 19Q: 3 clusters Score -3198597 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3198666.750000 Penalty: 3349.498291
	Iteration 20F: 3 clusters Score -3198667 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3198721.750000 Penalty: 3349.498291
	Iteration 21Q: 3 clusters Score -3198722 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3198781.250000 Penalty: 3349.498291
	Iteration 22Q: 3 clusters Score -3198781 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3198845.750000 Penalty: 3349.498291
	Iteration 23Q: 3 clusters Score -3198846 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3198908.250000 Penalty: 3349.498291
	Iteration 24Q: 3 clusters Score -3198908 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3198953 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3198998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3199058 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3199100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3199144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3199197.000000 Penalty: 3349.498291
	Iteration 30Q: 3 clusters Score -3199197 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3199250 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3199301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3199356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3199429 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3199503 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3199573 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3199634 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3199689.000000 Penalty: 3349.498291
	Iteration 38Q: 3 clusters Score -3199689 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3199738 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3199773 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3199826 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3199887 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3199961 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3200000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3200052 nChanged 219
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Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3200106 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3200158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3200221 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3200258 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3200328 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3200367 nChanged 217
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Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3200424 nChanged 207
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Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3200469 nChanged 183
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Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3200503 nChanged 184
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Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3200550 nChanged 175
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Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3200592 nChanged 186
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Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3200640 nChanged 192
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Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3200685 nChanged 182
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Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3200727 nChanged 179
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3200777 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3200821 nChanged 167
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Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3200863 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3200900 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3200951 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3201026 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3201077 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3201139 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3201200 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3201240 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3201294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3201312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3201348 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3201386 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3201413 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3201433.250000 Penalty: 3349.498291
	Iteration 75Q: 3 clusters Score -3201433 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3201465 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3201484 nChanged 73
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Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3201509 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3201525 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3201548.250000 Penalty: 3349.498291
	Iteration 80F: 3 clusters Score -3201548 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3201557 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3201580 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28705 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3201600 nChanged 43
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Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3201615 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3201633 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3201646 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3201657 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3201664 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3201672.250000 Penalty: 3349.498291
	Iteration 89Q: 3 clusters Score -3201672 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3201688 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3201702 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3201716 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3201730 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3201733 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3201744 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3201754 nChanged 27
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Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3201761.250000 Penalty: 3349.498291
	Iteration 97Q: 3 clusters Score -3201761 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3201770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3201778.500000 Penalty: 3349.498291
	Iteration 99Q: 3 clusters Score -3201778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3201787 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3201797.250000 Penalty: 3349.498291
	Iteration 101Q: 3 clusters Score -3201797 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3201794.000000 Penalty: 3349.498291
	Iteration 102Q: 3 clusters Score -3201794 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3201800 nChanged 8
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Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3201809.250000 Penalty: 3349.498291
	Iteration 104Q: 3 clusters Score -3201809 nChanged 13
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Mstep: Class 1 contains 29264 members 
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Entering Unmasked Estep 
Score: -3201816.000000 Penalty: 3349.498291
	Iteration 105Q: 3 clusters Score -3201816 nChanged 15
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Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3201816 nChanged 13
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Mstep: Class 1 contains 29290 members 
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Entering Unmasked Estep 
Score: -3201826.250000 Penalty: 3349.498291
	Iteration 107Q: 3 clusters Score -3201826 nChanged 12
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Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3201831.000000 Penalty: 3349.498291
	Iteration 108Q: 3 clusters Score -3201831 nChanged 8
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Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3201830 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3201835 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3201838.750000 Penalty: 3349.498291
	Iteration 111Q: 3 clusters Score -3201839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3201847 nChanged 7
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Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3201853.000000 Penalty: 3349.498291
	Iteration 113Q: 3 clusters Score -3201853 nChanged 10
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Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3201858.750000 Penalty: 3349.498291
	Iteration 114Q: 3 clusters Score -3201859 nChanged 8
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Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3201861.250000 Penalty: 3349.498291
	Iteration 115Q: 3 clusters Score -3201861 nChanged 7
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Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3201860 nChanged 4
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3201860 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3201861 nChanged 1
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Entering Unmasked Estep 
Score: -3201860.000000 Penalty: 3349.498291
	Iteration 119Q: 3 clusters Score -3201860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3201860.000000 Penalty: 3349.498291
	Iteration 120F: 3 clusters Score -3201860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Entering Unmasked Estep 
Score: -2082409.625000 Penalty: 1604.743652
	Iteration 0F: 2 clusters Score -2082410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2069150.500000 Penalty: 3209.487305
	Iteration 0F: 3 clusters Score -2069150 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2074093.875000 Penalty: 3209.487305
	Iteration 1F: 3 clusters Score -2074094 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2074485.750000 Penalty: 3209.487305
	Iteration 2F: 3 clusters Score -2074486 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2074937.375000 Penalty: 3209.487305
	Iteration 3F: 3 clusters Score -2074937 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2075553.625000 Penalty: 3209.487305
	Iteration 4F: 3 clusters Score -2075554 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2076480.750000 Penalty: 3209.487305
	Iteration 5F: 3 clusters Score -2076481 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2077698.875000 Penalty: 3209.487305
	Iteration 6F: 3 clusters Score -2077699 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2078977.000000 Penalty: 3209.487305
	Iteration 7F: 3 clusters Score -2078977 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2079966.750000 Penalty: 3209.487305
	Iteration 8F: 3 clusters Score -2079967 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2080525.250000 Penalty: 3209.487305
	Iteration 9Q: 3 clusters Score -2080525 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2080753.750000 Penalty: 3209.487305
	Iteration 10Q: 3 clusters Score -2080754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2080862.750000 Penalty: 3209.487305
	Iteration 11Q: 3 clusters Score -2080863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2080922.625000 Penalty: 3209.487305
	Iteration 12Q: 3 clusters Score -2080923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2080954.500000 Penalty: 3209.487305
	Iteration 13Q: 3 clusters Score -2080954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2080977.625000 Penalty: 3209.487305
	Iteration 14Q: 3 clusters Score -2080978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2080986.875000 Penalty: 3209.487305
	Iteration 15Q: 3 clusters Score -2080987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2080994.375000 Penalty: 3209.487305
	Iteration 16Q: 3 clusters Score -2080994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2080997.375000 Penalty: 3209.487305
	Iteration 17Q: 3 clusters Score -2080997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2081007.000000 Penalty: 3209.487305
	Iteration 18Q: 3 clusters Score -2081007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2081022.625000 Penalty: 3209.487305
	Iteration 19Q: 3 clusters Score -2081023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2081040.000000 Penalty: 3209.487305
	Iteration 20F: 3 clusters Score -2081040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2081042.000000 Penalty: 3209.487305
	Iteration 21Q: 3 clusters Score -2081042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2081049.375000 Penalty: 3209.487305
	Iteration 22Q: 3 clusters Score -2081049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2081051.000000 Penalty: 3209.487305
	Iteration 23Q: 3 clusters Score -2081051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2081052.000000 Penalty: 3209.487305
	Iteration 24Q: 3 clusters Score -2081052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2081052.000000 Penalty: 3209.487305
	Iteration 25F: 3 clusters Score -2081052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Entering Unmasked Estep 
Score: -5057436.500000 Penalty: 1750.295654
	Iteration 0F: 2 clusters Score -5057436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -5025672.000000 Penalty: 3500.591309
	Iteration 0F: 3 clusters Score -5025672 nChanged 22270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5038621.000000 Penalty: 3500.591309
	Iteration 1F: 3 clusters Score -5038621 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5039838.000000 Penalty: 3500.591309
	Iteration 2Q: 3 clusters Score -5039838 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5041613.500000 Penalty: 3500.591309
	Iteration 3F: 3 clusters Score -5041614 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5044086.000000 Penalty: 3500.591309
	Iteration 4F: 3 clusters Score -5044086 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5046773.500000 Penalty: 3500.591309
	Iteration 5F: 3 clusters Score -5046774 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5049149.000000 Penalty: 3500.591309
	Iteration 6F: 3 clusters Score -5049149 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5050967.500000 Penalty: 3500.591309
	Iteration 7F: 3 clusters Score -5050968 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5052243.000000 Penalty: 3500.591309
	Iteration 8Q: 3 clusters Score -5052243 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5053213.500000 Penalty: 3500.591309
	Iteration 9Q: 3 clusters Score -5053214 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5053938.500000 Penalty: 3500.591309
	Iteration 10Q: 3 clusters Score -5053938 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5054496.000000 Penalty: 3500.591309
	Iteration 11Q: 3 clusters Score -5054496 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5054921.000000 Penalty: 3500.591309
	Iteration 12Q: 3 clusters Score -5054921 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5055220.000000 Penalty: 3500.591309
	Iteration 13Q: 3 clusters Score -5055220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5055434.500000 Penalty: 3500.591309
	Iteration 14Q: 3 clusters Score -5055434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -5055574.500000 Penalty: 3500.591309
	Iteration 15Q: 3 clusters Score -5055574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -5055722.000000 Penalty: 3500.591309
	Iteration 16Q: 3 clusters Score -5055722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5055787.000000 Penalty: 3500.591309
	Iteration 17Q: 3 clusters Score -5055787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -5055843.500000 Penalty: 3500.591309
	Iteration 18Q: 3 clusters Score -5055844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5055878.500000 Penalty: 3500.591309
	Iteration 19Q: 3 clusters Score -5055878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5055909.500000 Penalty: 3500.591309
	Iteration 20F: 3 clusters Score -5055910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -5055933.500000 Penalty: 3500.591309
	Iteration 21Q: 3 clusters Score -5055934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -5055950.000000 Penalty: 3500.591309
	Iteration 22Q: 3 clusters Score -5055950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -5055958.000000 Penalty: 3500.591309
	Iteration 23Q: 3 clusters Score -5055958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -5055976.000000 Penalty: 3500.591309
	Iteration 24Q: 3 clusters Score -5055976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -5055979.500000 Penalty: 3500.591309
	Iteration 25Q: 3 clusters Score -5055980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5055985.000000 Penalty: 3500.591309
	Iteration 26Q: 3 clusters Score -5055985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5055991.500000 Penalty: 3500.591309
	Iteration 27Q: 3 clusters Score -5055992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5055986.000000 Penalty: 3500.591309
	Iteration 28Q: 3 clusters Score -5055986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -5055986.500000 Penalty: 3500.591309
	Iteration 29Q: 3 clusters Score -5055986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5055990.500000 Penalty: 3500.591309
	Iteration 30Q: 3 clusters Score -5055990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5055991.500000 Penalty: 3500.591309
	Iteration 31Q: 3 clusters Score -5055992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5055994.500000 Penalty: 3500.591309
	Iteration 32Q: 3 clusters Score -5055994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -5055995.500000 Penalty: 3500.591309
	Iteration 33Q: 3 clusters Score -5055996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5055996.000000 Penalty: 3500.591309
	Iteration 34Q: 3 clusters Score -5055996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -5055998.500000 Penalty: 3500.591309
	Iteration 35Q: 3 clusters Score -5055998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -5056003.000000 Penalty: 3500.591309
	Iteration 36Q: 3 clusters Score -5056003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5056008.500000 Penalty: 3500.591309
	Iteration 37Q: 3 clusters Score -5056008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -5056005.500000 Penalty: 3500.591309
	Iteration 38Q: 3 clusters Score -5056006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -5056014.500000 Penalty: 3500.591309
	Iteration 39Q: 3 clusters Score -5056014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5056004.500000 Penalty: 3500.591309
	Iteration 40F: 3 clusters Score -5056004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -5056008.500000 Penalty: 3500.591309
	Iteration 41Q: 3 clusters Score -5056008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -5056008.500000 Penalty: 3500.591309
	Iteration 42F: 3 clusters Score -5056008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Entering Unmasked Estep 
Score: -3766102.750000 Penalty: 1701.217163
	Iteration 0F: 2 clusters Score -3766103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3742521.000000 Penalty: 3402.434326
	Iteration 0F: 3 clusters Score -3742521 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3751549.500000 Penalty: 3402.434326
	Iteration 1F: 3 clusters Score -3751550 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3751976.250000 Penalty: 3402.434326
	Iteration 2Q: 3 clusters Score -3751976 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3752480.000000 Penalty: 3402.434326
	Iteration 3Q: 3 clusters Score -3752480 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3753168.000000 Penalty: 3402.434326
	Iteration 4Q: 3 clusters Score -3753168 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3754139.250000 Penalty: 3402.434326
	Iteration 5F: 3 clusters Score -3754139 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3755548.000000 Penalty: 3402.434326
	Iteration 6F: 3 clusters Score -3755548 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3757473.500000 Penalty: 3402.434326
	Iteration 7F: 3 clusters Score -3757474 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3759538.250000 Penalty: 3402.434326
	Iteration 8F: 3 clusters Score -3759538 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3761230.250000 Penalty: 3402.434326
	Iteration 9F: 3 clusters Score -3761230 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3762320.000000 Penalty: 3402.434326
	Iteration 10Q: 3 clusters Score -3762320 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3762960.500000 Penalty: 3402.434326
	Iteration 11Q: 3 clusters Score -3762960 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3763364.750000 Penalty: 3402.434326
	Iteration 12Q: 3 clusters Score -3763365 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3763633.250000 Penalty: 3402.434326
	Iteration 13Q: 3 clusters Score -3763633 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3763858.000000 Penalty: 3402.434326
	Iteration 14Q: 3 clusters Score -3763858 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3763998.250000 Penalty: 3402.434326
	Iteration 15Q: 3 clusters Score -3763998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3764097.750000 Penalty: 3402.434326
	Iteration 16Q: 3 clusters Score -3764098 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3764181.250000 Penalty: 3402.434326
	Iteration 17Q: 3 clusters Score -3764181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3764252.500000 Penalty: 3402.434326
	Iteration 18Q: 3 clusters Score -3764252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -3764316.250000 Penalty: 3402.434326
	Iteration 19Q: 3 clusters Score -3764316 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3764377.250000 Penalty: 3402.434326
	Iteration 20F: 3 clusters Score -3764377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3764420.750000 Penalty: 3402.434326
	Iteration 21Q: 3 clusters Score -3764421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -3764455.500000 Penalty: 3402.434326
	Iteration 22Q: 3 clusters Score -3764456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -3764480.000000 Penalty: 3402.434326
	Iteration 23Q: 3 clusters Score -3764480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -3764500.750000 Penalty: 3402.434326
	Iteration 24Q: 3 clusters Score -3764501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3764521.500000 Penalty: 3402.434326
	Iteration 25Q: 3 clusters Score -3764522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -3764539.250000 Penalty: 3402.434326
	Iteration 26Q: 3 clusters Score -3764539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -3764559.000000 Penalty: 3402.434326
	Iteration 27Q: 3 clusters Score -3764559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -3764562.500000 Penalty: 3402.434326
	Iteration 28Q: 3 clusters Score -3764562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3764565.250000 Penalty: 3402.434326
	Iteration 29Q: 3 clusters Score -3764565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -3764576.000000 Penalty: 3402.434326
	Iteration 30Q: 3 clusters Score -3764576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -3764581.500000 Penalty: 3402.434326
	Iteration 31Q: 3 clusters Score -3764582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3764594.500000 Penalty: 3402.434326
	Iteration 32Q: 3 clusters Score -3764594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3764605.250000 Penalty: 3402.434326
	Iteration 33Q: 3 clusters Score -3764605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3764606.000000 Penalty: 3402.434326
	Iteration 34Q: 3 clusters Score -3764606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3764610.750000 Penalty: 3402.434326
	Iteration 35Q: 3 clusters Score -3764611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3764623.500000 Penalty: 3402.434326
	Iteration 36Q: 3 clusters Score -3764624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -3764624.750000 Penalty: 3402.434326
	Iteration 37Q: 3 clusters Score -3764625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3764626.750000 Penalty: 3402.434326
	Iteration 38Q: 3 clusters Score -3764627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3764633.500000 Penalty: 3402.434326
	Iteration 39Q: 3 clusters Score -3764634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3764630.500000 Penalty: 3402.434326
	Iteration 40F: 3 clusters Score -3764630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3764634.750000 Penalty: 3402.434326
	Iteration 41Q: 3 clusters Score -3764635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -3764636.000000 Penalty: 3402.434326
	Iteration 42Q: 3 clusters Score -3764636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3764640.750000 Penalty: 3402.434326
	Iteration 43Q: 3 clusters Score -3764641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3764639.750000 Penalty: 3402.434326
	Iteration 44Q: 3 clusters Score -3764640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3764638.500000 Penalty: 3402.434326
	Iteration 45Q: 3 clusters Score -3764638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3764643.250000 Penalty: 3402.434326
	Iteration 46Q: 3 clusters Score -3764643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -3764639.250000 Penalty: 3402.434326
	Iteration 47Q: 3 clusters Score -3764639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -3764639.750000 Penalty: 3402.434326
	Iteration 48Q: 3 clusters Score -3764640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -3764642.000000 Penalty: 3402.434326
	Iteration 49Q: 3 clusters Score -3764642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -3764645.500000 Penalty: 3402.434326
	Iteration 50Q: 3 clusters Score -3764646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -3764646.750000 Penalty: 3402.434326
	Iteration 51Q: 3 clusters Score -3764647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3764649.500000 Penalty: 3402.434326
	Iteration 52Q: 3 clusters Score -3764650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -3764649.250000 Penalty: 3402.434326
	Iteration 53Q: 3 clusters Score -3764649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -3764649.500000 Penalty: 3402.434326
	Iteration 54Q: 3 clusters Score -3764650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -3764646.000000 Penalty: 3402.434326
	Iteration 55Q: 3 clusters Score -3764646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -3764646.000000 Penalty: 3402.434326
	Iteration 56F: 3 clusters Score -3764646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -519767.968750 Penalty: 1391.817383
	Iteration 0F: 2 clusters Score -519768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -515694.968750 Penalty: 2783.634766
	Iteration 0F: 3 clusters Score -515695 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -516832.968750 Penalty: 2783.634766
	Iteration 1F: 3 clusters Score -516833 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -517080.968750 Penalty: 2783.634766
	Iteration 2F: 3 clusters Score -517081 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -517293.156250 Penalty: 2783.634766
	Iteration 3F: 3 clusters Score -517293.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -517473.625000 Penalty: 2783.634766
	Iteration 4Q: 3 clusters Score -517473.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -517777.437500 Penalty: 2783.634766
	Iteration 5Q: 3 clusters Score -517777.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -518126.562500 Penalty: 2783.634766
	Iteration 6F: 3 clusters Score -518126.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -518536.718750 Penalty: 2783.634766
	Iteration 7F: 3 clusters Score -518536.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -518953.062500 Penalty: 2783.634766
	Iteration 8F: 3 clusters Score -518953.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -519288.781250 Penalty: 2783.634766
	Iteration 9F: 3 clusters Score -519288.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -519498.093750 Penalty: 2783.634766
	Iteration 10Q: 3 clusters Score -519498.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -519614.312500 Penalty: 2783.634766
	Iteration 11Q: 3 clusters Score -519614.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -519669.343750 Penalty: 2783.634766
	Iteration 12Q: 3 clusters Score -519669.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -519712.843750 Penalty: 2783.634766
	Iteration 13Q: 3 clusters Score -519712.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -519749.968750 Penalty: 2783.634766
	Iteration 14Q: 3 clusters Score -519750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -519772.062500 Penalty: 2783.634766
	Iteration 15Q: 3 clusters Score -519772.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -519782.437500 Penalty: 2783.634766
	Iteration 16Q: 3 clusters Score -519782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -519789.312500 Penalty: 2783.634766
	Iteration 17Q: 3 clusters Score -519789.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -519795.656250 Penalty: 2783.634766
	Iteration 18Q: 3 clusters Score -519795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -519797.406250 Penalty: 2783.634766
	Iteration 19Q: 3 clusters Score -519797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -519799.125000 Penalty: 2783.634766
	Iteration 20F: 3 clusters Score -519799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -519800.250000 Penalty: 2783.634766
	Iteration 21Q: 3 clusters Score -519800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -519800.562500 Penalty: 2783.634766
	Iteration 22Q: 3 clusters Score -519800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -519800.562500 Penalty: 2783.634766
	Iteration 23F: 3 clusters Score -519800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 80058 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 795 members 
Entering Unmasked Estep 
Score: -70216488.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70217256.000000 to -70216488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41804.269531 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41804.27 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41999.781250 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -41999.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42098.707031 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42098.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42234.343750 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -42234.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42310.128906 Penalty: 2028.089600
	Iteration 4F: 3 clusters Score -42310.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42415.726562 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42415.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42537.101562 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42576.191406 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42576.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42618.253906 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42618.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42627.820312 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -42627.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42631.980469 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -42631.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42631.980469 Penalty: 2028.089600
	Iteration 11F: 3 clusters Score -42631.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 80058 members 
Mstep: Class 3 contains 50341 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 359Q: 20 clusters Score -7.021725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 80064 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36446 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47257 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35208 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 360F: 20 clusters Score -7.021723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 80068 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 205835 members 
Mstep: Class 12 contains 47257 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35209 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 361Q: 20 clusters Score -7.021719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 80074 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205838 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35210 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 362Q: 20 clusters Score -7.021721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 80081 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205842 members 
Mstep: Class 12 contains 47257 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35210 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 363Q: 20 clusters Score -7.021723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 80087 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205845 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35210 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 364Q: 20 clusters Score -7.021716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 80093 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205849 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35211 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 365Q: 20 clusters Score -7.021717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 80092 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23683 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 205854 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 64730 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35212 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 366Q: 20 clusters Score -7.021716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 80088 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36442 members 
Mstep: Class 11 contains 205867 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47624 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 367Q: 20 clusters Score -7.021718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 80088 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23686 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36440 members 
Mstep: Class 11 contains 205876 members 
Mstep: Class 12 contains 47251 members 
Mstep: Class 13 contains 64732 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47624 members 
Mstep: Class 17 contains 35214 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 368Q: 20 clusters Score -7.021718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 80095 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23687 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36439 members 
Mstep: Class 11 contains 205880 members 
Mstep: Class 12 contains 47249 members 
Mstep: Class 13 contains 64732 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 35215 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 369Q: 20 clusters Score -7.021722e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 80107 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36440 members 
Mstep: Class 11 contains 205878 members 
Mstep: Class 12 contains 47247 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35217 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 370Q: 20 clusters Score -7.02172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 80121 members 
Mstep: Class 3 contains 50337 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36440 members 
Mstep: Class 11 contains 205875 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64730 members 
Mstep: Class 14 contains 29919 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 371Q: 20 clusters Score -7.021722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 80133 members 
Mstep: Class 3 contains 50337 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36441 members 
Mstep: Class 11 contains 205876 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 372Q: 20 clusters Score -7.021722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 80142 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 23696 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36439 members 
Mstep: Class 11 contains 205872 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 373Q: 20 clusters Score -7.021721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 80152 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36438 members 
Mstep: Class 11 contains 205873 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 374Q: 20 clusters Score -7.021718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 80151 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205877 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 375Q: 20 clusters Score -7.021718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 80148 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205885 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 376Q: 20 clusters Score -7.021718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 80148 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205897 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29910 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47622 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 377Q: 20 clusters Score -7.02172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 80150 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64724 members 
Mstep: Class 14 contains 29911 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 378Q: 20 clusters Score -7.021719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 80155 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64724 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217192.000000 Penalty: 41459.531250
Iteration 379Q: 20 clusters Score -7.021719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 80156 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205897 members 
Mstep: Class 12 contains 47247 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 380F: 20 clusters Score -7.021721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 80159 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 381Q: 20 clusters Score -7.021723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 80164 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205897 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64725 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 382Q: 20 clusters Score -7.021723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 80164 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 383Q: 20 clusters Score -7.021726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 80164 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205901 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 384Q: 20 clusters Score -7.021726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 80164 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36433 members 
Mstep: Class 11 contains 205903 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 385Q: 20 clusters Score -7.021724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 80166 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205904 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 386Q: 20 clusters Score -7.021725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 80168 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205906 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 387Q: 20 clusters Score -7.021724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 80170 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205906 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 388Q: 20 clusters Score -7.021725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 80170 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205908 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 389Q: 20 clusters Score -7.021725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 80168 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205910 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217240.000000 Penalty: 41459.531250
Iteration 390Q: 20 clusters Score -7.021724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 80167 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205914 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 391Q: 20 clusters Score -7.021727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 80163 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205919 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64733 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 392Q: 20 clusters Score -7.021727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 80163 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205922 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 393Q: 20 clusters Score -7.021728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 80167 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205923 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217272.000000 Penalty: 41459.531250
Iteration 394Q: 20 clusters Score -7.021727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 80171 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205922 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64735 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 395Q: 20 clusters Score -7.021726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 80179 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205921 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 396Q: 20 clusters Score -7.021722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 80183 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205923 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 397Q: 20 clusters Score -7.021725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 80187 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 205925 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 398Q: 20 clusters Score -7.021723e+07 nChanged 13
Entering ConstructFrom: 
Score: -70217232.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (17360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Entering Unmasked Estep 
Score: -1850156.500000 Penalty: 1586.312622
	Iteration 0F: 2 clusters Score -1850156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1838181.375000 Penalty: 3172.625244
	Iteration 0F: 3 clusters Score -1838181 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1842539.000000 Penalty: 3172.625244
	Iteration 1F: 3 clusters Score -1842539 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1842994.500000 Penalty: 3172.625244
	Iteration 2F: 3 clusters Score -1842994 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1843595.250000 Penalty: 3172.625244
	Iteration 3F: 3 clusters Score -1843595 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1844391.375000 Penalty: 3172.625244
	Iteration 4F: 3 clusters Score -1844391 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1845449.750000 Penalty: 3172.625244
	Iteration 5F: 3 clusters Score -1845450 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1846575.750000 Penalty: 3172.625244
	Iteration 6F: 3 clusters Score -1846576 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1847607.875000 Penalty: 3172.625244
	Iteration 7F: 3 clusters Score -1847608 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1848300.000000 Penalty: 3172.625244
	Iteration 8F: 3 clusters Score -1848300 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1848549.750000 Penalty: 3172.625244
	Iteration 9Q: 3 clusters Score -1848550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1848615.000000 Penalty: 3172.625244
	Iteration 10Q: 3 clusters Score -1848615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1848640.125000 Penalty: 3172.625244
	Iteration 11Q: 3 clusters Score -1848640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1848664.500000 Penalty: 3172.625244
	Iteration 12Q: 3 clusters Score -1848664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1848678.625000 Penalty: 3172.625244
	Iteration 13Q: 3 clusters Score -1848679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1848696.500000 Penalty: 3172.625244
	Iteration 14Q: 3 clusters Score -1848696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1848702.000000 Penalty: 3172.625244
	Iteration 15Q: 3 clusters Score -1848702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1848712.125000 Penalty: 3172.625244
	Iteration 16Q: 3 clusters Score -1848712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1848718.875000 Penalty: 3172.625244
	Iteration 17Q: 3 clusters Score -1848719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1848727.750000 Penalty: 3172.625244
	Iteration 18Q: 3 clusters Score -1848728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1848740.750000 Penalty: 3172.625244
	Iteration 19Q: 3 clusters Score -1848741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1848745.750000 Penalty: 3172.625244
	Iteration 20F: 3 clusters Score -1848746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1848753.750000 Penalty: 3172.625244
	Iteration 21Q: 3 clusters Score -1848754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1848766.750000 Penalty: 3172.625244
	Iteration 22Q: 3 clusters Score -1848767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1848769.500000 Penalty: 3172.625244
	Iteration 23Q: 3 clusters Score -1848770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1848784.500000 Penalty: 3172.625244
	Iteration 24Q: 3 clusters Score -1848784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1848789.125000 Penalty: 3172.625244
	Iteration 25Q: 3 clusters Score -1848789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1848795.250000 Penalty: 3172.625244
	Iteration 26Q: 3 clusters Score -1848795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1848801.875000 Penalty: 3172.625244
	Iteration 27Q: 3 clusters Score -1848802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1848816.000000 Penalty: 3172.625244
	Iteration 28Q: 3 clusters Score -1848816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1848829.000000 Penalty: 3172.625244
	Iteration 29Q: 3 clusters Score -1848829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1848841.750000 Penalty: 3172.625244
	Iteration 30Q: 3 clusters Score -1848842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1848855.500000 Penalty: 3172.625244
	Iteration 31Q: 3 clusters Score -1848856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1848866.250000 Penalty: 3172.625244
	Iteration 32Q: 3 clusters Score -1848866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1848878.500000 Penalty: 3172.625244
	Iteration 33Q: 3 clusters Score -1848878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1848886.750000 Penalty: 3172.625244
	Iteration 34Q: 3 clusters Score -1848887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1848890.500000 Penalty: 3172.625244
	Iteration 35Q: 3 clusters Score -1848890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1848900.750000 Penalty: 3172.625244
	Iteration 36Q: 3 clusters Score -1848901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1848903.000000 Penalty: 3172.625244
	Iteration 37Q: 3 clusters Score -1848903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1848913.000000 Penalty: 3172.625244
	Iteration 38Q: 3 clusters Score -1848913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1848922.125000 Penalty: 3172.625244
	Iteration 39Q: 3 clusters Score -1848922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1848924.000000 Penalty: 3172.625244
	Iteration 40F: 3 clusters Score -1848924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1848933.500000 Penalty: 3172.625244
	Iteration 41Q: 3 clusters Score -1848934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1848939.250000 Penalty: 3172.625244
	Iteration 42Q: 3 clusters Score -1848939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1848952.000000 Penalty: 3172.625244
	Iteration 43Q: 3 clusters Score -1848952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1848957.875000 Penalty: 3172.625244
	Iteration 44Q: 3 clusters Score -1848958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1848959.000000 Penalty: 3172.625244
	Iteration 45Q: 3 clusters Score -1848959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1848970.000000 Penalty: 3172.625244
	Iteration 46Q: 3 clusters Score -1848970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1848972.875000 Penalty: 3172.625244
	Iteration 47Q: 3 clusters Score -1848973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1848975.375000 Penalty: 3172.625244
	Iteration 48Q: 3 clusters Score -1848975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1848982.875000 Penalty: 3172.625244
	Iteration 49Q: 3 clusters Score -1848983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1848985.375000 Penalty: 3172.625244
	Iteration 50Q: 3 clusters Score -1848985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1848981.750000 Penalty: 3172.625244
	Iteration 51Q: 3 clusters Score -1848982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1848988.875000 Penalty: 3172.625244
	Iteration 52Q: 3 clusters Score -1848989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1848996.125000 Penalty: 3172.625244
	Iteration 53Q: 3 clusters Score -1848996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1849002.125000 Penalty: 3172.625244
	Iteration 54Q: 3 clusters Score -1849002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1849002.875000 Penalty: 3172.625244
	Iteration 55Q: 3 clusters Score -1849003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1849006.000000 Penalty: 3172.625244
	Iteration 56Q: 3 clusters Score -1849006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1849004.625000 Penalty: 3172.625244
	Iteration 57Q: 3 clusters Score -1849005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1849004.875000 Penalty: 3172.625244
	Iteration 58Q: 3 clusters Score -1849005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1849006.875000 Penalty: 3172.625244
	Iteration 59Q: 3 clusters Score -1849007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1849012.625000 Penalty: 3172.625244
	Iteration 60F: 3 clusters Score -1849013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1849022.375000 Penalty: 3172.625244
	Iteration 61Q: 3 clusters Score -1849022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1849025.000000 Penalty: 3172.625244
	Iteration 62Q: 3 clusters Score -1849025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1849028.000000 Penalty: 3172.625244
	Iteration 63Q: 3 clusters Score -1849028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1849029.250000 Penalty: 3172.625244
	Iteration 64Q: 3 clusters Score -1849029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1849031.750000 Penalty: 3172.625244
	Iteration 65Q: 3 clusters Score -1849032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1849037.125000 Penalty: 3172.625244
	Iteration 66Q: 3 clusters Score -1849037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1849042.250000 Penalty: 3172.625244
	Iteration 67Q: 3 clusters Score -1849042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1849047.875000 Penalty: 3172.625244
	Iteration 68Q: 3 clusters Score -1849048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1849056.250000 Penalty: 3172.625244
	Iteration 69Q: 3 clusters Score -1849056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1849061.125000 Penalty: 3172.625244
	Iteration 70Q: 3 clusters Score -1849061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1849060.875000 Penalty: 3172.625244
	Iteration 71Q: 3 clusters Score -1849061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1849066.875000 Penalty: 3172.625244
	Iteration 72Q: 3 clusters Score -1849067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1849070.000000 Penalty: 3172.625244
	Iteration 73Q: 3 clusters Score -1849070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1849076.375000 Penalty: 3172.625244
	Iteration 74Q: 3 clusters Score -1849076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1849080.625000 Penalty: 3172.625244
	Iteration 75Q: 3 clusters Score -1849081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1849082.375000 Penalty: 3172.625244
	Iteration 76Q: 3 clusters Score -1849082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1849084.375000 Penalty: 3172.625244
	Iteration 77Q: 3 clusters Score -1849084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1849086.375000 Penalty: 3172.625244
	Iteration 78Q: 3 clusters Score -1849086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1849083.625000 Penalty: 3172.625244
	Iteration 79Q: 3 clusters Score -1849084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1849083.000000 Penalty: 3172.625244
	Iteration 80F: 3 clusters Score -1849083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1849085.375000 Penalty: 3172.625244
	Iteration 81Q: 3 clusters Score -1849085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1849089.375000 Penalty: 3172.625244
	Iteration 82Q: 3 clusters Score -1849089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1849086.750000 Penalty: 3172.625244
	Iteration 83Q: 3 clusters Score -1849087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1849088.625000 Penalty: 3172.625244
	Iteration 84Q: 3 clusters Score -1849089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1849087.500000 Penalty: 3172.625244
	Iteration 85Q: 3 clusters Score -1849088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1849086.250000 Penalty: 3172.625244
	Iteration 86Q: 3 clusters Score -1849086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1849086.250000 Penalty: 3172.625244
	Iteration 87Q: 3 clusters Score -1849086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1849083.875000 Penalty: 3172.625244
	Iteration 88Q: 3 clusters Score -1849084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1849086.000000 Penalty: 3172.625244
	Iteration 89Q: 3 clusters Score -1849086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1849086.000000 Penalty: 3172.625244
	Iteration 90F: 3 clusters Score -1849086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Entering Unmasked Estep 
Score: -8505443.000000 Penalty: 1834.958862
	Iteration 0F: 2 clusters Score -8505443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8452041.000000 Penalty: 3669.917725
	Iteration 0F: 3 clusters Score -8452041 nChanged 38264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -8473951.000000 Penalty: 3669.917725
	Iteration 1F: 3 clusters Score -8473951 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8474573.000000 Penalty: 3669.917725
	Iteration 2Q: 3 clusters Score -8474573 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -8475363.000000 Penalty: 3669.917725
	Iteration 3Q: 3 clusters Score -8475363 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -8476539.000000 Penalty: 3669.917725
	Iteration 4Q: 3 clusters Score -8476539 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -8478488.000000 Penalty: 3669.917725
	Iteration 5Q: 3 clusters Score -8478488 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -8481664.000000 Penalty: 3669.917725
	Iteration 6F: 3 clusters Score -8481664 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -8486469.000000 Penalty: 3669.917725
	Iteration 7F: 3 clusters Score -8486469 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -8492482.000000 Penalty: 3669.917725
	Iteration 8F: 3 clusters Score -8492482 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -8497997.000000 Penalty: 3669.917725
	Iteration 9F: 3 clusters Score -8497997 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8501503.000000 Penalty: 3669.917725
	Iteration 10Q: 3 clusters Score -8501503 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8502903.000000 Penalty: 3669.917725
	Iteration 11Q: 3 clusters Score -8502903 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8503396.000000 Penalty: 3669.917725
	Iteration 12Q: 3 clusters Score -8503396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8503619.000000 Penalty: 3669.917725
	Iteration 13Q: 3 clusters Score -8503619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8503699.000000 Penalty: 3669.917725
	Iteration 14Q: 3 clusters Score -8503699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8503750.000000 Penalty: 3669.917725
	Iteration 15Q: 3 clusters Score -8503750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8503772.000000 Penalty: 3669.917725
	Iteration 16Q: 3 clusters Score -8503772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8503793.000000 Penalty: 3669.917725
	Iteration 17Q: 3 clusters Score -8503793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8503804.000000 Penalty: 3669.917725
	Iteration 18Q: 3 clusters Score -8503804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8503814.000000 Penalty: 3669.917725
	Iteration 19Q: 3 clusters Score -8503814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8503822.000000 Penalty: 3669.917725
	Iteration 20F: 3 clusters Score -8503822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8503826.000000 Penalty: 3669.917725
	Iteration 21Q: 3 clusters Score -8503826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8503834.000000 Penalty: 3669.917725
	Iteration 22Q: 3 clusters Score -8503834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8503839.000000 Penalty: 3669.917725
	Iteration 23Q: 3 clusters Score -8503839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8503839.000000 Penalty: 3669.917725
	Iteration 24Q: 3 clusters Score -8503839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8503840.000000 Penalty: 3669.917725
	Iteration 25Q: 3 clusters Score -8503840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8503840.000000 Penalty: 3669.917725
	Iteration 26F: 3 clusters Score -8503840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Entering Unmasked Estep 
Score: -5393732.000000 Penalty: 1759.308716
	Iteration 0F: 2 clusters Score -5393732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5360271.000000 Penalty: 3518.617432
	Iteration 0F: 3 clusters Score -5360271 nChanged 23512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5373735.500000 Penalty: 3518.617432
	Iteration 1F: 3 clusters Score -5373736 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5375088.000000 Penalty: 3518.617432
	Iteration 2F: 3 clusters Score -5375088 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -5377577.000000 Penalty: 3518.617432
	Iteration 3F: 3 clusters Score -5377577 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5381429.000000 Penalty: 3518.617432
	Iteration 4F: 3 clusters Score -5381429 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5385759.000000 Penalty: 3518.617432
	Iteration 5F: 3 clusters Score -5385759 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5388644.500000 Penalty: 3518.617432
	Iteration 6F: 3 clusters Score -5388644 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5390110.500000 Penalty: 3518.617432
	Iteration 7Q: 3 clusters Score -5390110 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5390846.500000 Penalty: 3518.617432
	Iteration 8Q: 3 clusters Score -5390846 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5391240.000000 Penalty: 3518.617432
	Iteration 9Q: 3 clusters Score -5391240 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5391463.000000 Penalty: 3518.617432
	Iteration 10Q: 3 clusters Score -5391463 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5391617.500000 Penalty: 3518.617432
	Iteration 11Q: 3 clusters Score -5391618 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5391753.500000 Penalty: 3518.617432
	Iteration 12Q: 3 clusters Score -5391754 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5391871.500000 Penalty: 3518.617432
	Iteration 13Q: 3 clusters Score -5391872 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -5391964.000000 Penalty: 3518.617432
	Iteration 14Q: 3 clusters Score -5391964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -5392012.000000 Penalty: 3518.617432
	Iteration 15Q: 3 clusters Score -5392012 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5392066.500000 Penalty: 3518.617432
	Iteration 16Q: 3 clusters Score -5392066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5392110.500000 Penalty: 3518.617432
	Iteration 17Q: 3 clusters Score -5392110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5392147.000000 Penalty: 3518.617432
	Iteration 18Q: 3 clusters Score -5392147 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -5392151.500000 Penalty: 3518.617432
	Iteration 19Q: 3 clusters Score -5392152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5392194.500000 Penalty: 3518.617432
	Iteration 20F: 3 clusters Score -5392194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5392217.000000 Penalty: 3518.617432
	Iteration 21Q: 3 clusters Score -5392217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5392253.500000 Penalty: 3518.617432
	Iteration 22Q: 3 clusters Score -5392254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -5392279.500000 Penalty: 3518.617432
	Iteration 23Q: 3 clusters Score -5392280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -5392338.500000 Penalty: 3518.617432
	Iteration 24Q: 3 clusters Score -5392338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5392399.500000 Penalty: 3518.617432
	Iteration 25Q: 3 clusters Score -5392400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -5392460.500000 Penalty: 3518.617432
	Iteration 26Q: 3 clusters Score -5392460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -5392526.000000 Penalty: 3518.617432
	Iteration 27Q: 3 clusters Score -5392526 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -5392582.000000 Penalty: 3518.617432
	Iteration 28Q: 3 clusters Score -5392582 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5392634.500000 Penalty: 3518.617432
	Iteration 29Q: 3 clusters Score -5392634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5392680.000000 Penalty: 3518.617432
	Iteration 30Q: 3 clusters Score -5392680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -5392751.500000 Penalty: 3518.617432
	Iteration 31Q: 3 clusters Score -5392752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -5392803.500000 Penalty: 3518.617432
	Iteration 32Q: 3 clusters Score -5392804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -5392863.500000 Penalty: 3518.617432
	Iteration 33Q: 3 clusters Score -5392864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5392884.500000 Penalty: 3518.617432
	Iteration 34Q: 3 clusters Score -5392884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -5392911.500000 Penalty: 3518.617432
	Iteration 35Q: 3 clusters Score -5392912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -5392938.500000 Penalty: 3518.617432
	Iteration 36Q: 3 clusters Score -5392938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -5392957.000000 Penalty: 3518.617432
	Iteration 37Q: 3 clusters Score -5392957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5392962.500000 Penalty: 3518.617432
	Iteration 38Q: 3 clusters Score -5392962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -5392972.500000 Penalty: 3518.617432
	Iteration 39Q: 3 clusters Score -5392972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5392986.500000 Penalty: 3518.617432
	Iteration 40F: 3 clusters Score -5392986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5392992.000000 Penalty: 3518.617432
	Iteration 41Q: 3 clusters Score -5392992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -5392999.000000 Penalty: 3518.617432
	Iteration 42Q: 3 clusters Score -5392999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5393005.500000 Penalty: 3518.617432
	Iteration 43Q: 3 clusters Score -5393006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5392995.000000 Penalty: 3518.617432
	Iteration 44Q: 3 clusters Score -5392995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -5393006.500000 Penalty: 3518.617432
	Iteration 45Q: 3 clusters Score -5393006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -5393015.000000 Penalty: 3518.617432
	Iteration 46Q: 3 clusters Score -5393015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -5393018.000000 Penalty: 3518.617432
	Iteration 47Q: 3 clusters Score -5393018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -5393021.000000 Penalty: 3518.617432
	Iteration 48Q: 3 clusters Score -5393021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -5393016.000000 Penalty: 3518.617432
	Iteration 49Q: 3 clusters Score -5393016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5393015.000000 Penalty: 3518.617432
	Iteration 50Q: 3 clusters Score -5393015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -5393029.500000 Penalty: 3518.617432
	Iteration 51Q: 3 clusters Score -5393030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -5393022.000000 Penalty: 3518.617432
	Iteration 52Q: 3 clusters Score -5393022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -5393028.000000 Penalty: 3518.617432
	Iteration 53Q: 3 clusters Score -5393028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -5393023.500000 Penalty: 3518.617432
	Iteration 54Q: 3 clusters Score -5393024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -5393022.500000 Penalty: 3518.617432
	Iteration 55Q: 3 clusters Score -5393022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -5393021.000000 Penalty: 3518.617432
	Iteration 56Q: 3 clusters Score -5393021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -5393018.500000 Penalty: 3518.617432
	Iteration 57Q: 3 clusters Score -5393018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5393021.000000 Penalty: 3518.617432
	Iteration 58Q: 3 clusters Score -5393021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -5393025.000000 Penalty: 3518.617432
	Iteration 59Q: 3 clusters Score -5393025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -5393029.000000 Penalty: 3518.617432
	Iteration 60F: 3 clusters Score -5393029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -5393026.000000 Penalty: 3518.617432
	Iteration 61Q: 3 clusters Score -5393026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -5393028.000000 Penalty: 3518.617432
	Iteration 62Q: 3 clusters Score -5393028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -5393028.000000 Penalty: 3518.617432
	Iteration 63F: 3 clusters Score -5393028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24677.214844 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24677.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24806.970703 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24806.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24854.462891 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -24854.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24894.046875 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -24894.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24913.744141 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24913.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24931.771484 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -24931.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24938.707031 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -24938.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24940.173828 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -24940.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24942.755859 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -24942.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24944.650391 Penalty: 1839.331665
	Iteration 9Q: 3 clusters Score -24944.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24945.390625 Penalty: 1839.331665
	Iteration 10Q: 3 clusters Score -24945.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24947.994141 Penalty: 1839.331665
	Iteration 11Q: 3 clusters Score -24947.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24950.726562 Penalty: 1839.331665
	Iteration 12Q: 3 clusters Score -24950.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24952.232422 Penalty: 1839.331665
	Iteration 13Q: 3 clusters Score -24952.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24952.970703 Penalty: 1839.331665
	Iteration 14Q: 3 clusters Score -24952.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24954.976562 Penalty: 1839.331665
	Iteration 15Q: 3 clusters Score -24954.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24957.248047 Penalty: 1839.331665
	Iteration 16Q: 3 clusters Score -24957.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24958.341797 Penalty: 1839.331665
	Iteration 17Q: 3 clusters Score -24958.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24958.341797 Penalty: 1839.331665
	Iteration 18F: 3 clusters Score -24958.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Entering Unmasked Estep 
Score: -376165.937500 Penalty: 1335.771729
	Iteration 0F: 2 clusters Score -376165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -373041.000000 Penalty: 2671.543457
	Iteration 0F: 3 clusters Score -373041 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -373839.093750 Penalty: 2671.543457
	Iteration 1F: 3 clusters Score -373839.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -374013.187500 Penalty: 2671.543457
	Iteration 2F: 3 clusters Score -374013.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -374111.156250 Penalty: 2671.543457
	Iteration 3Q: 3 clusters Score -374111.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -374180.687500 Penalty: 2671.543457
	Iteration 4Q: 3 clusters Score -374180.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -374237.093750 Penalty: 2671.543457
	Iteration 5Q: 3 clusters Score -374237.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -374286.312500 Penalty: 2671.543457
	Iteration 6Q: 3 clusters Score -374286.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374346.750000 Penalty: 2671.543457
	Iteration 7Q: 3 clusters Score -374346.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -374403.875000 Penalty: 2671.543457
	Iteration 8Q: 3 clusters Score -374403.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -374451.406250 Penalty: 2671.543457
	Iteration 9Q: 3 clusters Score -374451.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -374494.562500 Penalty: 2671.543457
	Iteration 10Q: 3 clusters Score -374494.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -374540.906250 Penalty: 2671.543457
	Iteration 11Q: 3 clusters Score -374540.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374595.937500 Penalty: 2671.543457
	Iteration 12Q: 3 clusters Score -374595.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -374659.750000 Penalty: 2671.543457
	Iteration 13Q: 3 clusters Score -374659.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -374740.968750 Penalty: 2671.543457
	Iteration 14Q: 3 clusters Score -374741 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -374861.437500 Penalty: 2671.543457
	Iteration 15Q: 3 clusters Score -374861.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -375102.468750 Penalty: 2671.543457
	Iteration 16Q: 3 clusters Score -375102.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -375435.062500 Penalty: 2671.543457
	Iteration 17Q: 3 clusters Score -375435.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -375764.000000 Penalty: 2671.543457
	Iteration 18Q: 3 clusters Score -375764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -376071.000000 Penalty: 2671.543457
	Iteration 19Q: 3 clusters Score -376071 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -376356.093750 Penalty: 2671.543457
	Iteration 20F: 3 clusters Score -376356.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -376662.750000 Penalty: 2671.543457
	Iteration 21Q: 3 clusters Score -376662.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -376788.687500 Penalty: 2671.543457
	Iteration 22Q: 3 clusters Score -376788.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -376815.687500 Penalty: 2671.543457
	Iteration 23Q: 3 clusters Score -376815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -376821.625000 Penalty: 2671.543457
	Iteration 24Q: 3 clusters Score -376821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -376823.843750 Penalty: 2671.543457
	Iteration 25Q: 3 clusters Score -376823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -376824.593750 Penalty: 2671.543457
	Iteration 26Q: 3 clusters Score -376824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -376825.281250 Penalty: 2671.543457
	Iteration 27Q: 3 clusters Score -376825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -376828.593750 Penalty: 2671.543457
	Iteration 28Q: 3 clusters Score -376828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -376829.968750 Penalty: 2671.543457
	Iteration 29Q: 3 clusters Score -376830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -376829.906250 Penalty: 2671.543457
	Iteration 30Q: 3 clusters Score -376829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -376829.750000 Penalty: 2671.543457
	Iteration 31Q: 3 clusters Score -376829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -376829.750000 Penalty: 2671.543457
	Iteration 32F: 3 clusters Score -376829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 80182 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205929 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
Score: -70217040.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70217232.000000 to -70217040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -756152.125000 Penalty: 1447.443115
	Iteration 0F: 2 clusters Score -756152.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -750623.187500 Penalty: 2894.886230
	Iteration 0F: 3 clusters Score -750623.2 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -752352.625000 Penalty: 2894.886230
	Iteration 1F: 3 clusters Score -752352.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -752695.875000 Penalty: 2894.886230
	Iteration 2F: 3 clusters Score -752695.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -753075.625000 Penalty: 2894.886230
	Iteration 3F: 3 clusters Score -753075.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -753430.687500 Penalty: 2894.886230
	Iteration 4F: 3 clusters Score -753430.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -753699.750000 Penalty: 2894.886230
	Iteration 5F: 3 clusters Score -753699.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -753880.375000 Penalty: 2894.886230
	Iteration 6Q: 3 clusters Score -753880.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -754004.812500 Penalty: 2894.886230
	Iteration 7Q: 3 clusters Score -754004.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -754096.500000 Penalty: 2894.886230
	Iteration 8Q: 3 clusters Score -754096.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -754172.250000 Penalty: 2894.886230
	Iteration 9Q: 3 clusters Score -754172.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -754235.437500 Penalty: 2894.886230
	Iteration 10Q: 3 clusters Score -754235.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -754296.250000 Penalty: 2894.886230
	Iteration 11Q: 3 clusters Score -754296.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -754345.750000 Penalty: 2894.886230
	Iteration 12Q: 3 clusters Score -754345.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -754392.187500 Penalty: 2894.886230
	Iteration 13Q: 3 clusters Score -754392.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -754431.500000 Penalty: 2894.886230
	Iteration 14Q: 3 clusters Score -754431.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -754478.437500 Penalty: 2894.886230
	Iteration 15Q: 3 clusters Score -754478.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -754512.062500 Penalty: 2894.886230
	Iteration 16Q: 3 clusters Score -754512.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -754551.812500 Penalty: 2894.886230
	Iteration 17Q: 3 clusters Score -754551.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -754586.000000 Penalty: 2894.886230
	Iteration 18Q: 3 clusters Score -754586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -754623.312500 Penalty: 2894.886230
	Iteration 19Q: 3 clusters Score -754623.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -754661.125000 Penalty: 2894.886230
	Iteration 20F: 3 clusters Score -754661.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -754697.312500 Penalty: 2894.886230
	Iteration 21Q: 3 clusters Score -754697.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -754736.500000 Penalty: 2894.886230
	Iteration 22Q: 3 clusters Score -754736.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -754769.812500 Penalty: 2894.886230
	Iteration 23Q: 3 clusters Score -754769.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -754803.500000 Penalty: 2894.886230
	Iteration 24Q: 3 clusters Score -754803.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -754832.812500 Penalty: 2894.886230
	Iteration 25Q: 3 clusters Score -754832.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -754859.625000 Penalty: 2894.886230
	Iteration 26Q: 3 clusters Score -754859.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -754887.062500 Penalty: 2894.886230
	Iteration 27Q: 3 clusters Score -754887.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -754912.812500 Penalty: 2894.886230
	Iteration 28Q: 3 clusters Score -754912.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -754940.812500 Penalty: 2894.886230
	Iteration 29Q: 3 clusters Score -754940.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -754968.062500 Penalty: 2894.886230
	Iteration 30Q: 3 clusters Score -754968.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -754992.250000 Penalty: 2894.886230
	Iteration 31Q: 3 clusters Score -754992.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -755017.187500 Penalty: 2894.886230
	Iteration 32Q: 3 clusters Score -755017.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -755039.000000 Penalty: 2894.886230
	Iteration 33Q: 3 clusters Score -755039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -755058.000000 Penalty: 2894.886230
	Iteration 34Q: 3 clusters Score -755058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -755072.562500 Penalty: 2894.886230
	Iteration 35Q: 3 clusters Score -755072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -755087.250000 Penalty: 2894.886230
	Iteration 36Q: 3 clusters Score -755087.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -755098.250000 Penalty: 2894.886230
	Iteration 37Q: 3 clusters Score -755098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -755104.812500 Penalty: 2894.886230
	Iteration 38Q: 3 clusters Score -755104.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -755109.062500 Penalty: 2894.886230
	Iteration 39Q: 3 clusters Score -755109.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -755113.375000 Penalty: 2894.886230
	Iteration 40F: 3 clusters Score -755113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -755114.250000 Penalty: 2894.886230
	Iteration 41Q: 3 clusters Score -755114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -755117.000000 Penalty: 2894.886230
	Iteration 42Q: 3 clusters Score -755117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -755119.125000 Penalty: 2894.886230
	Iteration 43Q: 3 clusters Score -755119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -755119.750000 Penalty: 2894.886230
	Iteration 44Q: 3 clusters Score -755119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -755121.437500 Penalty: 2894.886230
	Iteration 45Q: 3 clusters Score -755121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -755120.875000 Penalty: 2894.886230
	Iteration 46Q: 3 clusters Score -755120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -755123.250000 Penalty: 2894.886230
	Iteration 47Q: 3 clusters Score -755123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -755124.875000 Penalty: 2894.886230
	Iteration 48Q: 3 clusters Score -755124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -755126.062500 Penalty: 2894.886230
	Iteration 49Q: 3 clusters Score -755126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -755125.187500 Penalty: 2894.886230
	Iteration 50Q: 3 clusters Score -755125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -755128.750000 Penalty: 2894.886230
	Iteration 51Q: 3 clusters Score -755128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -755129.062500 Penalty: 2894.886230
	Iteration 52Q: 3 clusters Score -755129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -755129.687500 Penalty: 2894.886230
	Iteration 53Q: 3 clusters Score -755129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -755128.875000 Penalty: 2894.886230
	Iteration 54Q: 3 clusters Score -755128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -755128.875000 Penalty: 2894.886230
	Iteration 55F: 3 clusters Score -755128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Entering Unmasked Estep 
Score: -2534777.500000 Penalty: 1636.838135
	Iteration 0F: 2 clusters Score -2534778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2518783.500000 Penalty: 3273.676270
	Iteration 0F: 3 clusters Score -2518784 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2524579.000000 Penalty: 3273.676270
	Iteration 1F: 3 clusters Score -2524579 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2524861.750000 Penalty: 3273.676270
	Iteration 2Q: 3 clusters Score -2524862 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2525109.750000 Penalty: 3273.676270
	Iteration 3Q: 3 clusters Score -2525110 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2525343.000000 Penalty: 3273.676270
	Iteration 4Q: 3 clusters Score -2525343 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2525619.000000 Penalty: 3273.676270
	Iteration 5Q: 3 clusters Score -2525619 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2525940.750000 Penalty: 3273.676270
	Iteration 6Q: 3 clusters Score -2525941 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2526347.000000 Penalty: 3273.676270
	Iteration 7Q: 3 clusters Score -2526347 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2526850.250000 Penalty: 3273.676270
	Iteration 8Q: 3 clusters Score -2526850 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2527536.750000 Penalty: 3273.676270
	Iteration 9Q: 3 clusters Score -2527537 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2528443.750000 Penalty: 3273.676270
	Iteration 10F: 3 clusters Score -2528444 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2529455.000000 Penalty: 3273.676270
	Iteration 11F: 3 clusters Score -2529455 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2530460.000000 Penalty: 3273.676270
	Iteration 12F: 3 clusters Score -2530460 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2531341.250000 Penalty: 3273.676270
	Iteration 13Q: 3 clusters Score -2531341 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2532016.500000 Penalty: 3273.676270
	Iteration 14Q: 3 clusters Score -2532016 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2532480.750000 Penalty: 3273.676270
	Iteration 15Q: 3 clusters Score -2532481 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2532768.500000 Penalty: 3273.676270
	Iteration 16Q: 3 clusters Score -2532768 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2532967.250000 Penalty: 3273.676270
	Iteration 17Q: 3 clusters Score -2532967 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2533103.250000 Penalty: 3273.676270
	Iteration 18Q: 3 clusters Score -2533103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2533179.250000 Penalty: 3273.676270
	Iteration 19Q: 3 clusters Score -2533179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2533235.750000 Penalty: 3273.676270
	Iteration 20F: 3 clusters Score -2533236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2533286.500000 Penalty: 3273.676270
	Iteration 21Q: 3 clusters Score -2533286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2533315.250000 Penalty: 3273.676270
	Iteration 22Q: 3 clusters Score -2533315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2533338.250000 Penalty: 3273.676270
	Iteration 23Q: 3 clusters Score -2533338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2533352.750000 Penalty: 3273.676270
	Iteration 24Q: 3 clusters Score -2533353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2533364.250000 Penalty: 3273.676270
	Iteration 25Q: 3 clusters Score -2533364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2533366.250000 Penalty: 3273.676270
	Iteration 26Q: 3 clusters Score -2533366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2533370.000000 Penalty: 3273.676270
	Iteration 27Q: 3 clusters Score -2533370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2533373.250000 Penalty: 3273.676270
	Iteration 28Q: 3 clusters Score -2533373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2533375.500000 Penalty: 3273.676270
	Iteration 29Q: 3 clusters Score -2533376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2533378.500000 Penalty: 3273.676270
	Iteration 30Q: 3 clusters Score -2533378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2533384.000000 Penalty: 3273.676270
	Iteration 31Q: 3 clusters Score -2533384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2533388.750000 Penalty: 3273.676270
	Iteration 32Q: 3 clusters Score -2533389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2533394.250000 Penalty: 3273.676270
	Iteration 33Q: 3 clusters Score -2533394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2533398.000000 Penalty: 3273.676270
	Iteration 34Q: 3 clusters Score -2533398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2533398.000000 Penalty: 3273.676270
	Iteration 35Q: 3 clusters Score -2533398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2533399.750000 Penalty: 3273.676270
	Iteration 36Q: 3 clusters Score -2533400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2533401.500000 Penalty: 3273.676270
	Iteration 37Q: 3 clusters Score -2533402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2533402.500000 Penalty: 3273.676270
	Iteration 38Q: 3 clusters Score -2533402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2533404.000000 Penalty: 3273.676270
	Iteration 39Q: 3 clusters Score -2533404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2533406.000000 Penalty: 3273.676270
	Iteration 40F: 3 clusters Score -2533406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2533407.250000 Penalty: 3273.676270
	Iteration 41Q: 3 clusters Score -2533407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2533407.250000 Penalty: 3273.676270
	Iteration 42F: 3 clusters Score -2533407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -97159.929688 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -97159.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95737.046875 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -95737.05 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96074.960938 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -96074.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96215.492188 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -96215.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96301.046875 Penalty: 2234.114502
	Iteration 3F: 3 clusters Score -96301.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -96365.726562 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -96365.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96427.875000 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -96427.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96483.000000 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -96483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96536.781250 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -96536.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96588.757812 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -96588.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96633.242188 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -96633.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96695.460938 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -96695.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96754.992188 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -96754.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96804.171875 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -96804.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96833.726562 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -96833.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -96851.281250 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -96851.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96872.117188 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -96872.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96877.437500 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -96877.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -96881.070312 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -96881.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -96887.664062 Penalty: 2234.114502
	Iteration 18Q: 3 clusters Score -96887.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -96896.804688 Penalty: 2234.114502
	Iteration 19Q: 3 clusters Score -96896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96907.937500 Penalty: 2234.114502
	Iteration 20F: 3 clusters Score -96907.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -96933.640625 Penalty: 2234.114502
	Iteration 21Q: 3 clusters Score -96933.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -96984.109375 Penalty: 2234.114502
	Iteration 22Q: 3 clusters Score -96984.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -97083.960938 Penalty: 2234.114502
	Iteration 23Q: 3 clusters Score -97083.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -97121.609375 Penalty: 2234.114502
	Iteration 24Q: 3 clusters Score -97121.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97129.640625 Penalty: 2234.114502
	Iteration 25Q: 3 clusters Score -97129.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97129.640625 Penalty: 2234.114502
	Iteration 26F: 3 clusters Score -97129.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -253790.609375 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -253790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -251264.500000 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -251264.5 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -251944.687500 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -251944.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -252201.953125 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -252202 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -252462.500000 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -252462.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -252733.343750 Penalty: 2558.547852
	Iteration 4F: 3 clusters Score -252733.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -252903.546875 Penalty: 2558.547852
	Iteration 5F: 3 clusters Score -252903.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -252999.453125 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -252999.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -253064.343750 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -253064.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -253110.656250 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -253110.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -253137.781250 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -253137.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -253163.640625 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -253163.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -253185.296875 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -253185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -253201.140625 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -253201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -253218.015625 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -253218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -253233.250000 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -253233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -253249.218750 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -253249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -253270.390625 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -253270.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -253293.593750 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -253293.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -253307.734375 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -253307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -253317.656250 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -253317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -253325.890625 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -253325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -253335.453125 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -253335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -253343.296875 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -253343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -253345.437500 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -253345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -253346.109375 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -253346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -253345.828125 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -253345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -253345.828125 Penalty: 2558.547852
	Iteration 26F: 3 clusters Score -253345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Entering Unmasked Estep 
Score: -3742582.500000 Penalty: 1706.783936
	Iteration 0F: 2 clusters Score -3742582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3718171.250000 Penalty: 3413.567871
	Iteration 0F: 3 clusters Score -3718171 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3727395.500000 Penalty: 3413.567871
	Iteration 1F: 3 clusters Score -3727396 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3727691.250000 Penalty: 3413.567871
	Iteration 2Q: 3 clusters Score -3727691 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3727953.250000 Penalty: 3413.567871
	Iteration 3Q: 3 clusters Score -3727953 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3728218.000000 Penalty: 3413.567871
	Iteration 4Q: 3 clusters Score -3728218 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3728479.500000 Penalty: 3413.567871
	Iteration 5Q: 3 clusters Score -3728480 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3728729.250000 Penalty: 3413.567871
	Iteration 6Q: 3 clusters Score -3728729 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3729084.250000 Penalty: 3413.567871
	Iteration 7Q: 3 clusters Score -3729084 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3729529.000000 Penalty: 3413.567871
	Iteration 8Q: 3 clusters Score -3729529 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3730117.250000 Penalty: 3413.567871
	Iteration 9Q: 3 clusters Score -3730117 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3730984.000000 Penalty: 3413.567871
	Iteration 10Q: 3 clusters Score -3730984 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3732183.000000 Penalty: 3413.567871
	Iteration 11F: 3 clusters Score -3732183 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3733629.500000 Penalty: 3413.567871
	Iteration 12F: 3 clusters Score -3733630 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3734990.250000 Penalty: 3413.567871
	Iteration 13F: 3 clusters Score -3734990 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3735886.000000 Penalty: 3413.567871
	Iteration 14F: 3 clusters Score -3735886 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3736359.750000 Penalty: 3413.567871
	Iteration 15Q: 3 clusters Score -3736360 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3736538.250000 Penalty: 3413.567871
	Iteration 16Q: 3 clusters Score -3736538 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3736679.750000 Penalty: 3413.567871
	Iteration 17Q: 3 clusters Score -3736680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3736747.500000 Penalty: 3413.567871
	Iteration 18Q: 3 clusters Score -3736748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3736841.000000 Penalty: 3413.567871
	Iteration 19Q: 3 clusters Score -3736841 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3736909.500000 Penalty: 3413.567871
	Iteration 20F: 3 clusters Score -3736910 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3736988.750000 Penalty: 3413.567871
	Iteration 21Q: 3 clusters Score -3736989 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3737060.500000 Penalty: 3413.567871
	Iteration 22Q: 3 clusters Score -3737060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3737110.500000 Penalty: 3413.567871
	Iteration 23Q: 3 clusters Score -3737110 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3737150.500000 Penalty: 3413.567871
	Iteration 24Q: 3 clusters Score -3737150 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3737178.750000 Penalty: 3413.567871
	Iteration 25Q: 3 clusters Score -3737179 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3737204.000000 Penalty: 3413.567871
	Iteration 26Q: 3 clusters Score -3737204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3737244.000000 Penalty: 3413.567871
	Iteration 27Q: 3 clusters Score -3737244 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3737279.500000 Penalty: 3413.567871
	Iteration 28Q: 3 clusters Score -3737280 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3737301.500000 Penalty: 3413.567871
	Iteration 29Q: 3 clusters Score -3737302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3737343.500000 Penalty: 3413.567871
	Iteration 30Q: 3 clusters Score -3737344 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3737376.000000 Penalty: 3413.567871
	Iteration 31Q: 3 clusters Score -3737376 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3737392.000000 Penalty: 3413.567871
	Iteration 32Q: 3 clusters Score -3737392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3737403.750000 Penalty: 3413.567871
	Iteration 33Q: 3 clusters Score -3737404 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3737421.750000 Penalty: 3413.567871
	Iteration 34Q: 3 clusters Score -3737422 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3737436.000000 Penalty: 3413.567871
	Iteration 35Q: 3 clusters Score -3737436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3737469.500000 Penalty: 3413.567871
	Iteration 36Q: 3 clusters Score -3737470 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3737480.500000 Penalty: 3413.567871
	Iteration 37Q: 3 clusters Score -3737480 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3737487.250000 Penalty: 3413.567871
	Iteration 38Q: 3 clusters Score -3737487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3737497.250000 Penalty: 3413.567871
	Iteration 39Q: 3 clusters Score -3737497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3737512.000000 Penalty: 3413.567871
	Iteration 40F: 3 clusters Score -3737512 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3737510.250000 Penalty: 3413.567871
	Iteration 41Q: 3 clusters Score -3737510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3737525.000000 Penalty: 3413.567871
	Iteration 42Q: 3 clusters Score -3737525 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3737532.250000 Penalty: 3413.567871
	Iteration 43Q: 3 clusters Score -3737532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3737540.750000 Penalty: 3413.567871
	Iteration 44Q: 3 clusters Score -3737541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3737546.000000 Penalty: 3413.567871
	Iteration 45Q: 3 clusters Score -3737546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3737555.750000 Penalty: 3413.567871
	Iteration 46Q: 3 clusters Score -3737556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3737559.000000 Penalty: 3413.567871
	Iteration 47Q: 3 clusters Score -3737559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3737563.500000 Penalty: 3413.567871
	Iteration 48Q: 3 clusters Score -3737564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3737565.750000 Penalty: 3413.567871
	Iteration 49Q: 3 clusters Score -3737566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3737580.000000 Penalty: 3413.567871
	Iteration 50Q: 3 clusters Score -3737580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3737578.000000 Penalty: 3413.567871
	Iteration 51Q: 3 clusters Score -3737578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3737575.750000 Penalty: 3413.567871
	Iteration 52Q: 3 clusters Score -3737576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3737584.750000 Penalty: 3413.567871
	Iteration 53Q: 3 clusters Score -3737585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3737598.000000 Penalty: 3413.567871
	Iteration 54Q: 3 clusters Score -3737598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3737602.750000 Penalty: 3413.567871
	Iteration 55Q: 3 clusters Score -3737603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3737615.000000 Penalty: 3413.567871
	Iteration 56Q: 3 clusters Score -3737615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3737623.000000 Penalty: 3413.567871
	Iteration 57Q: 3 clusters Score -3737623 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3737632.500000 Penalty: 3413.567871
	Iteration 58Q: 3 clusters Score -3737632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3737632.250000 Penalty: 3413.567871
	Iteration 59Q: 3 clusters Score -3737632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3737639.250000 Penalty: 3413.567871
	Iteration 60F: 3 clusters Score -3737639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3737647.250000 Penalty: 3413.567871
	Iteration 61Q: 3 clusters Score -3737647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3737653.000000 Penalty: 3413.567871
	Iteration 62Q: 3 clusters Score -3737653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3737657.750000 Penalty: 3413.567871
	Iteration 63Q: 3 clusters Score -3737658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3737667.250000 Penalty: 3413.567871
	Iteration 64Q: 3 clusters Score -3737667 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3737662.250000 Penalty: 3413.567871
	Iteration 65Q: 3 clusters Score -3737662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3737671.500000 Penalty: 3413.567871
	Iteration 66Q: 3 clusters Score -3737672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3737683.500000 Penalty: 3413.567871
	Iteration 67Q: 3 clusters Score -3737684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3737690.250000 Penalty: 3413.567871
	Iteration 68Q: 3 clusters Score -3737690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3737703.250000 Penalty: 3413.567871
	Iteration 69Q: 3 clusters Score -3737703 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3737739.250000 Penalty: 3413.567871
	Iteration 70Q: 3 clusters Score -3737739 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3737754.250000 Penalty: 3413.567871
	Iteration 71Q: 3 clusters Score -3737754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3737784.250000 Penalty: 3413.567871
	Iteration 72Q: 3 clusters Score -3737784 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3737789.250000 Penalty: 3413.567871
	Iteration 73Q: 3 clusters Score -3737789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3737815.500000 Penalty: 3413.567871
	Iteration 74Q: 3 clusters Score -3737816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3737833.000000 Penalty: 3413.567871
	Iteration 75Q: 3 clusters Score -3737833 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3737864.250000 Penalty: 3413.567871
	Iteration 76Q: 3 clusters Score -3737864 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3737890.500000 Penalty: 3413.567871
	Iteration 77Q: 3 clusters Score -3737890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3737896.250000 Penalty: 3413.567871
	Iteration 78Q: 3 clusters Score -3737896 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3737929.000000 Penalty: 3413.567871
	Iteration 79Q: 3 clusters Score -3737929 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3737962.750000 Penalty: 3413.567871
	Iteration 80F: 3 clusters Score -3737963 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3737995.250000 Penalty: 3413.567871
	Iteration 81Q: 3 clusters Score -3737995 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3738030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3738077.250000 Penalty: 3413.567871
	Iteration 83Q: 3 clusters Score -3738077 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3738121.250000 Penalty: 3413.567871
	Iteration 84Q: 3 clusters Score -3738121 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3738157.750000 Penalty: 3413.567871
	Iteration 85Q: 3 clusters Score -3738158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3738218.500000 Penalty: 3413.567871
	Iteration 86Q: 3 clusters Score -3738218 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3738274.750000 Penalty: 3413.567871
	Iteration 87Q: 3 clusters Score -3738275 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3738312.000000 Penalty: 3413.567871
	Iteration 88Q: 3 clusters Score -3738312 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3738376.250000 Penalty: 3413.567871
	Iteration 89Q: 3 clusters Score -3738376 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3738426.250000 Penalty: 3413.567871
	Iteration 90Q: 3 clusters Score -3738426 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3738519.250000 Penalty: 3413.567871
	Iteration 91Q: 3 clusters Score -3738519 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3738582.000000 Penalty: 3413.567871
	Iteration 92Q: 3 clusters Score -3738582 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3738674 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3738800.500000 Penalty: 3413.567871
	Iteration 94Q: 3 clusters Score -3738800 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3738930 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3739063.250000 Penalty: 3413.567871
	Iteration 96Q: 3 clusters Score -3739063 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3739201 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3739334.500000 Penalty: 3413.567871
	Iteration 98Q: 3 clusters Score -3739334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3739486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3739666.000000 Penalty: 3413.567871
	Iteration 100F: 3 clusters Score -3739666 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3739809.750000 Penalty: 3413.567871
	Iteration 101Q: 3 clusters Score -3739810 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3739950.250000 Penalty: 3413.567871
	Iteration 102Q: 3 clusters Score -3739950 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3740083.000000 Penalty: 3413.567871
	Iteration 103Q: 3 clusters Score -3740083 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3740198.750000 Penalty: 3413.567871
	Iteration 104Q: 3 clusters Score -3740199 nChanged 300
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Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3740301 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3740400 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3740489.000000 Penalty: 3413.567871
	Iteration 107Q: 3 clusters Score -3740489 nChanged 217
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Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3740563.750000 Penalty: 3413.567871
	Iteration 108Q: 3 clusters Score -3740564 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3740632.750000 Penalty: 3413.567871
	Iteration 109Q: 3 clusters Score -3740633 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3740708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3740759.250000 Penalty: 3413.567871
	Iteration 111Q: 3 clusters Score -3740759 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3740799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3740842.250000 Penalty: 3413.567871
	Iteration 113Q: 3 clusters Score -3740842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3740874.500000 Penalty: 3413.567871
	Iteration 114Q: 3 clusters Score -3740874 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3740909.250000 Penalty: 3413.567871
	Iteration 115Q: 3 clusters Score -3740909 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3740933 nChanged 67
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Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3740960 nChanged 60
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Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3740976 nChanged 49
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Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3741006.500000 Penalty: 3413.567871
	Iteration 119Q: 3 clusters Score -3741006 nChanged 52
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Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3741011.000000 Penalty: 3413.567871
	Iteration 120F: 3 clusters Score -3741011 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3741028.250000 Penalty: 3413.567871
	Iteration 121Q: 3 clusters Score -3741028 nChanged 39
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Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3741039 nChanged 35
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Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3741055.500000 Penalty: 3413.567871
	Iteration 123Q: 3 clusters Score -3741056 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3741059 nChanged 29
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Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3741074 nChanged 24
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Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3741087 nChanged 24
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Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3741096 nChanged 25
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Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3741106.250000 Penalty: 3413.567871
	Iteration 128Q: 3 clusters Score -3741106 nChanged 15
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Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3741108 nChanged 16
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Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3741118.000000 Penalty: 3413.567871
	Iteration 130Q: 3 clusters Score -3741118 nChanged 12
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Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3741121.750000 Penalty: 3413.567871
	Iteration 131Q: 3 clusters Score -3741122 nChanged 7
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Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3741125.250000 Penalty: 3413.567871
	Iteration 132Q: 3 clusters Score -3741125 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3741123.750000 Penalty: 3413.567871
	Iteration 133Q: 3 clusters Score -3741124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3741126.500000 Penalty: 3413.567871
	Iteration 134Q: 3 clusters Score -3741126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3741131.250000 Penalty: 3413.567871
	Iteration 135Q: 3 clusters Score -3741131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3741132.000000 Penalty: 3413.567871
	Iteration 136Q: 3 clusters Score -3741132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3741133.500000 Penalty: 3413.567871
	Iteration 137Q: 3 clusters Score -3741134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3741135.000000 Penalty: 3413.567871
	Iteration 138Q: 3 clusters Score -3741135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3741134.000000 Penalty: 3413.567871
	Iteration 139Q: 3 clusters Score -3741134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3741139.000000 Penalty: 3413.567871
	Iteration 140F: 3 clusters Score -3741139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3741140.000000 Penalty: 3413.567871
	Iteration 141Q: 3 clusters Score -3741140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3741141.250000 Penalty: 3413.567871
	Iteration 142Q: 3 clusters Score -3741141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3741144.750000 Penalty: 3413.567871
	Iteration 143Q: 3 clusters Score -3741145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3741144.750000 Penalty: 3413.567871
	Iteration 144F: 3 clusters Score -3741145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205929 members 
Entering Unmasked Estep 
Score: -21635270.000000 Penalty: 1988.234131
	Iteration 0F: 2 clusters Score -2.163527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -21499206.000000 Penalty: 3976.468262
	Iteration 0F: 3 clusters Score -2.149921e+07 nChanged 99960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -21558356.000000 Penalty: 3976.468262
	Iteration 1F: 3 clusters Score -2.155836e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -21559452.000000 Penalty: 3976.468262
	Iteration 2Q: 3 clusters Score -2.155945e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -21560768.000000 Penalty: 3976.468262
	Iteration 3Q: 3 clusters Score -2.156077e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -21562676.000000 Penalty: 3976.468262
	Iteration 4Q: 3 clusters Score -2.156268e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -21565274.000000 Penalty: 3976.468262
	Iteration 5Q: 3 clusters Score -2.156527e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -21569126.000000 Penalty: 3976.468262
	Iteration 6Q: 3 clusters Score -2.156913e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -21574734.000000 Penalty: 3976.468262
	Iteration 7F: 3 clusters Score -2.157473e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -21582900.000000 Penalty: 3976.468262
	Iteration 8F: 3 clusters Score -2.15829e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -21592114.000000 Penalty: 3976.468262
	Iteration 9F: 3 clusters Score -2.159211e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -21599578.000000 Penalty: 3976.468262
	Iteration 10F: 3 clusters Score -2.159958e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -21603478.000000 Penalty: 3976.468262
	Iteration 11Q: 3 clusters Score -2.160348e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -21605178.000000 Penalty: 3976.468262
	Iteration 12Q: 3 clusters Score -2.160518e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -21606296.000000 Penalty: 3976.468262
	Iteration 13Q: 3 clusters Score -2.16063e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -21607694.000000 Penalty: 3976.468262
	Iteration 14Q: 3 clusters Score -2.160769e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -21608972.000000 Penalty: 3976.468262
	Iteration 15Q: 3 clusters Score -2.160897e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145299 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -21610370.000000 Penalty: 3976.468262
	Iteration 16Q: 3 clusters Score -2.161037e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -21611944.000000 Penalty: 3976.468262
	Iteration 17Q: 3 clusters Score -2.161194e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -21613846.000000 Penalty: 3976.468262
	Iteration 18Q: 3 clusters Score -2.161385e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -21615576.000000 Penalty: 3976.468262
	Iteration 19Q: 3 clusters Score -2.161558e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160152 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -21617484.000000 Penalty: 3976.468262
	Iteration 20F: 3 clusters Score -2.161748e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -21619420.000000 Penalty: 3976.468262
	Iteration 21Q: 3 clusters Score -2.161942e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -21621436.000000 Penalty: 3976.468262
	Iteration 22Q: 3 clusters Score -2.162144e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -21623358.000000 Penalty: 3976.468262
	Iteration 23Q: 3 clusters Score -2.162336e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -21625038.000000 Penalty: 3976.468262
	Iteration 24Q: 3 clusters Score -2.162504e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -21626618.000000 Penalty: 3976.468262
	Iteration 25Q: 3 clusters Score -2.162662e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -21627846.000000 Penalty: 3976.468262
	Iteration 26Q: 3 clusters Score -2.162785e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -21628720.000000 Penalty: 3976.468262
	Iteration 27Q: 3 clusters Score -2.162872e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -21629580.000000 Penalty: 3976.468262
	Iteration 28Q: 3 clusters Score -2.162958e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186325 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -21630232.000000 Penalty: 3976.468262
	Iteration 29Q: 3 clusters Score -2.163023e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187884 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -21630756.000000 Penalty: 3976.468262
	Iteration 30Q: 3 clusters Score -2.163076e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -21631086.000000 Penalty: 3976.468262
	Iteration 31Q: 3 clusters Score -2.163109e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -21631344.000000 Penalty: 3976.468262
	Iteration 32Q: 3 clusters Score -2.163134e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -21631798.000000 Penalty: 3976.468262
	Iteration 33Q: 3 clusters Score -2.16318e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192827 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -21632082.000000 Penalty: 3976.468262
	Iteration 34Q: 3 clusters Score -2.163208e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -21632242.000000 Penalty: 3976.468262
	Iteration 35Q: 3 clusters Score -2.163224e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194726 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -21632276.000000 Penalty: 3976.468262
	Iteration 36Q: 3 clusters Score -2.163228e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195533 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -21632468.000000 Penalty: 3976.468262
	Iteration 37Q: 3 clusters Score -2.163247e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196315 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -21632526.000000 Penalty: 3976.468262
	Iteration 38Q: 3 clusters Score -2.163253e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197075 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -21632640.000000 Penalty: 3976.468262
	Iteration 39Q: 3 clusters Score -2.163264e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197805 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -21632750.000000 Penalty: 3976.468262
	Iteration 40F: 3 clusters Score -2.163275e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198461 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -21632810.000000 Penalty: 3976.468262
	Iteration 41Q: 3 clusters Score -2.163281e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199038 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -21632888.000000 Penalty: 3976.468262
	Iteration 42Q: 3 clusters Score -2.163289e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199574 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -21632896.000000 Penalty: 3976.468262
	Iteration 43Q: 3 clusters Score -2.16329e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200083 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -21632928.000000 Penalty: 3976.468262
	Iteration 44Q: 3 clusters Score -2.163293e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200600 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -21633028.000000 Penalty: 3976.468262
	Iteration 45Q: 3 clusters Score -2.163303e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201116 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -21633042.000000 Penalty: 3976.468262
	Iteration 46Q: 3 clusters Score -2.163304e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201574 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -21633080.000000 Penalty: 3976.468262
	Iteration 47Q: 3 clusters Score -2.163308e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201999 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -21633190.000000 Penalty: 3976.468262
	Iteration 48Q: 3 clusters Score -2.163319e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202398 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -21633228.000000 Penalty: 3976.468262
	Iteration 49Q: 3 clusters Score -2.163323e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202775 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -21633286.000000 Penalty: 3976.468262
	Iteration 50Q: 3 clusters Score -2.163329e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203114 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21633356.000000 Penalty: 3976.468262
	Iteration 51Q: 3 clusters Score -2.163336e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203380 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21633458.000000 Penalty: 3976.468262
	Iteration 52Q: 3 clusters Score -2.163346e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203645 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21633478.000000 Penalty: 3976.468262
	Iteration 53Q: 3 clusters Score -2.163348e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203875 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -21633538.000000 Penalty: 3976.468262
	Iteration 54Q: 3 clusters Score -2.163354e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204089 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21633544.000000 Penalty: 3976.468262
	Iteration 55Q: 3 clusters Score -2.163354e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204283 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21633616.000000 Penalty: 3976.468262
	Iteration 56Q: 3 clusters Score -2.163362e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204449 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21633662.000000 Penalty: 3976.468262
	Iteration 57Q: 3 clusters Score -2.163366e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204583 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21633684.000000 Penalty: 3976.468262
	Iteration 58Q: 3 clusters Score -2.163368e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204687 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21633680.000000 Penalty: 3976.468262
	Iteration 59Q: 3 clusters Score -2.163368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204787 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21633670.000000 Penalty: 3976.468262
	Iteration 60F: 3 clusters Score -2.163367e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -21633672.000000 Penalty: 3976.468262
	Iteration 61Q: 3 clusters Score -2.163367e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21633718.000000 Penalty: 3976.468262
	Iteration 62Q: 3 clusters Score -2.163372e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204999 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21633720.000000 Penalty: 3976.468262
	Iteration 63Q: 3 clusters Score -2.163372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -21633710.000000 Penalty: 3976.468262
	Iteration 64Q: 3 clusters Score -2.163371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21633704.000000 Penalty: 3976.468262
	Iteration 65Q: 3 clusters Score -2.16337e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205110 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21633682.000000 Penalty: 3976.468262
	Iteration 66Q: 3 clusters Score -2.163368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205135 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -21633690.000000 Penalty: 3976.468262
	Iteration 67Q: 3 clusters Score -2.163369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205162 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21633708.000000 Penalty: 3976.468262
	Iteration 68Q: 3 clusters Score -2.163371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21633676.000000 Penalty: 3976.468262
	Iteration 69Q: 3 clusters Score -2.163368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205212 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21633712.000000 Penalty: 3976.468262
	Iteration 70Q: 3 clusters Score -2.163371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205232 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21633724.000000 Penalty: 3976.468262
	Iteration 71Q: 3 clusters Score -2.163372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205252 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21633736.000000 Penalty: 3976.468262
	Iteration 72Q: 3 clusters Score -2.163374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205269 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21633718.000000 Penalty: 3976.468262
	Iteration 73Q: 3 clusters Score -2.163372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21633710.000000 Penalty: 3976.468262
	Iteration 74Q: 3 clusters Score -2.163371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21633720.000000 Penalty: 3976.468262
	Iteration 75Q: 3 clusters Score -2.163372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205311 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21633704.000000 Penalty: 3976.468262
	Iteration 76Q: 3 clusters Score -2.16337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205323 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21633714.000000 Penalty: 3976.468262
	Iteration 77Q: 3 clusters Score -2.163371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205334 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21633756.000000 Penalty: 3976.468262
	Iteration 78Q: 3 clusters Score -2.163376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205352 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21633750.000000 Penalty: 3976.468262
	Iteration 79Q: 3 clusters Score -2.163375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205360 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21633746.000000 Penalty: 3976.468262
	Iteration 80F: 3 clusters Score -2.163375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205367 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21633748.000000 Penalty: 3976.468262
	Iteration 81Q: 3 clusters Score -2.163375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205372 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21633736.000000 Penalty: 3976.468262
	Iteration 82Q: 3 clusters Score -2.163374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205379 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21633740.000000 Penalty: 3976.468262
	Iteration 83Q: 3 clusters Score -2.163374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21633738.000000 Penalty: 3976.468262
	Iteration 84Q: 3 clusters Score -2.163374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205384 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21633738.000000 Penalty: 3976.468262
	Iteration 85Q: 3 clusters Score -2.163374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21633740.000000 Penalty: 3976.468262
	Iteration 86Q: 3 clusters Score -2.163374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21633740.000000 Penalty: 3976.468262
	Iteration 87F: 3 clusters Score -2.163374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Entering Unmasked Estep 
Score: -5044500.000000 Penalty: 1749.007568
	Iteration 0F: 2 clusters Score -5044500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5013017.000000 Penalty: 3498.015137
	Iteration 0F: 3 clusters Score -5013017 nChanged 22053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5025200.500000 Penalty: 3498.015137
	Iteration 1F: 3 clusters Score -5025200 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5025603.500000 Penalty: 3498.015137
	Iteration 2Q: 3 clusters Score -5025604 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5025978.000000 Penalty: 3498.015137
	Iteration 3Q: 3 clusters Score -5025978 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5026313.500000 Penalty: 3498.015137
	Iteration 4Q: 3 clusters Score -5026314 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5026613.500000 Penalty: 3498.015137
	Iteration 5Q: 3 clusters Score -5026614 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5026895.500000 Penalty: 3498.015137
	Iteration 6Q: 3 clusters Score -5026896 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5027280.000000 Penalty: 3498.015137
	Iteration 7Q: 3 clusters Score -5027280 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5027748.500000 Penalty: 3498.015137
	Iteration 8Q: 3 clusters Score -5027748 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5028375.500000 Penalty: 3498.015137
	Iteration 9Q: 3 clusters Score -5028376 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5029371.000000 Penalty: 3498.015137
	Iteration 10Q: 3 clusters Score -5029371 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5030875.500000 Penalty: 3498.015137
	Iteration 11F: 3 clusters Score -5030876 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5033015.000000 Penalty: 3498.015137
	Iteration 12F: 3 clusters Score -5033015 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -5035211.000000 Penalty: 3498.015137
	Iteration 13F: 3 clusters Score -5035211 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5037173.500000 Penalty: 3498.015137
	Iteration 14Q: 3 clusters Score -5037174 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5038634.500000 Penalty: 3498.015137
	Iteration 15Q: 3 clusters Score -5038634 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5039649.000000 Penalty: 3498.015137
	Iteration 16Q: 3 clusters Score -5039649 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5040372.000000 Penalty: 3498.015137
	Iteration 17Q: 3 clusters Score -5040372 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5040955.000000 Penalty: 3498.015137
	Iteration 18Q: 3 clusters Score -5040955 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5041490.000000 Penalty: 3498.015137
	Iteration 19Q: 3 clusters Score -5041490 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5041917.500000 Penalty: 3498.015137
	Iteration 20F: 3 clusters Score -5041918 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5042240.000000 Penalty: 3498.015137
	Iteration 21Q: 3 clusters Score -5042240 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5042465.000000 Penalty: 3498.015137
	Iteration 22Q: 3 clusters Score -5042465 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5042602.000000 Penalty: 3498.015137
	Iteration 23Q: 3 clusters Score -5042602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5042699.000000 Penalty: 3498.015137
	Iteration 24Q: 3 clusters Score -5042699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5042766.000000 Penalty: 3498.015137
	Iteration 25Q: 3 clusters Score -5042766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5042824.500000 Penalty: 3498.015137
	Iteration 26Q: 3 clusters Score -5042824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5042843.500000 Penalty: 3498.015137
	Iteration 27Q: 3 clusters Score -5042844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5042862.500000 Penalty: 3498.015137
	Iteration 28Q: 3 clusters Score -5042862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5042870.500000 Penalty: 3498.015137
	Iteration 29Q: 3 clusters Score -5042870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5042889.500000 Penalty: 3498.015137
	Iteration 30Q: 3 clusters Score -5042890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5042905.500000 Penalty: 3498.015137
	Iteration 31Q: 3 clusters Score -5042906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5042913.500000 Penalty: 3498.015137
	Iteration 32Q: 3 clusters Score -5042914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5042926.000000 Penalty: 3498.015137
	Iteration 33Q: 3 clusters Score -5042926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5042931.000000 Penalty: 3498.015137
	Iteration 34Q: 3 clusters Score -5042931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5042938.000000 Penalty: 3498.015137
	Iteration 35Q: 3 clusters Score -5042938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5042944.000000 Penalty: 3498.015137
	Iteration 36Q: 3 clusters Score -5042944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5042955.000000 Penalty: 3498.015137
	Iteration 37Q: 3 clusters Score -5042955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5042959.500000 Penalty: 3498.015137
	Iteration 38Q: 3 clusters Score -5042960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5042963.500000 Penalty: 3498.015137
	Iteration 39Q: 3 clusters Score -5042964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5042969.000000 Penalty: 3498.015137
	Iteration 40F: 3 clusters Score -5042969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5042973.500000 Penalty: 3498.015137
	Iteration 41Q: 3 clusters Score -5042974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5042977.000000 Penalty: 3498.015137
	Iteration 42Q: 3 clusters Score -5042977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5042986.500000 Penalty: 3498.015137
	Iteration 43Q: 3 clusters Score -5042986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5042989.000000 Penalty: 3498.015137
	Iteration 44Q: 3 clusters Score -5042989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5042992.000000 Penalty: 3498.015137
	Iteration 45Q: 3 clusters Score -5042992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5042999.000000 Penalty: 3498.015137
	Iteration 46Q: 3 clusters Score -5042999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5043001.500000 Penalty: 3498.015137
	Iteration 47Q: 3 clusters Score -5043002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5043001.500000 Penalty: 3498.015137
	Iteration 48F: 3 clusters Score -5043002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Entering Unmasked Estep 
Score: -6920237.500000 Penalty: 1800.181885
	Iteration 0F: 2 clusters Score -6920238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6877172.500000 Penalty: 3600.363770
	Iteration 0F: 3 clusters Score -6877172 nChanged 30425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -6894769.500000 Penalty: 3600.363770
	Iteration 1F: 3 clusters Score -6894770 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6895479.500000 Penalty: 3600.363770
	Iteration 2Q: 3 clusters Score -6895480 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6896324.000000 Penalty: 3600.363770
	Iteration 3Q: 3 clusters Score -6896324 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6897350.000000 Penalty: 3600.363770
	Iteration 4Q: 3 clusters Score -6897350 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -6898597.500000 Penalty: 3600.363770
	Iteration 5Q: 3 clusters Score -6898598 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -6900345.000000 Penalty: 3600.363770
	Iteration 6F: 3 clusters Score -6900345 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6902614.500000 Penalty: 3600.363770
	Iteration 7F: 3 clusters Score -6902614 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -6905260.500000 Penalty: 3600.363770
	Iteration 8F: 3 clusters Score -6905260 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6908070.000000 Penalty: 3600.363770
	Iteration 9F: 3 clusters Score -6908070 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -6909974.500000 Penalty: 3600.363770
	Iteration 10Q: 3 clusters Score -6909974 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6910915.500000 Penalty: 3600.363770
	Iteration 11Q: 3 clusters Score -6910916 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6911628.000000 Penalty: 3600.363770
	Iteration 12Q: 3 clusters Score -6911628 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6912167.500000 Penalty: 3600.363770
	Iteration 13Q: 3 clusters Score -6912168 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -6912690.000000 Penalty: 3600.363770
	Iteration 14Q: 3 clusters Score -6912690 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6913171.500000 Penalty: 3600.363770
	Iteration 15Q: 3 clusters Score -6913172 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -6913616.000000 Penalty: 3600.363770
	Iteration 16Q: 3 clusters Score -6913616 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6914000.500000 Penalty: 3600.363770
	Iteration 17Q: 3 clusters Score -6914000 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -6914428.000000 Penalty: 3600.363770
	Iteration 18Q: 3 clusters Score -6914428 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6914829.000000 Penalty: 3600.363770
	Iteration 19Q: 3 clusters Score -6914829 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -6915218.000000 Penalty: 3600.363770
	Iteration 20F: 3 clusters Score -6915218 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -6915618.000000 Penalty: 3600.363770
	Iteration 21Q: 3 clusters Score -6915618 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -6916049.000000 Penalty: 3600.363770
	Iteration 22Q: 3 clusters Score -6916049 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -6916432.500000 Penalty: 3600.363770
	Iteration 23Q: 3 clusters Score -6916432 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6916837.000000 Penalty: 3600.363770
	Iteration 24Q: 3 clusters Score -6916837 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -6917274.000000 Penalty: 3600.363770
	Iteration 25Q: 3 clusters Score -6917274 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -6917627.500000 Penalty: 3600.363770
	Iteration 26Q: 3 clusters Score -6917628 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -6917871.000000 Penalty: 3600.363770
	Iteration 27Q: 3 clusters Score -6917871 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -6918136.000000 Penalty: 3600.363770
	Iteration 28Q: 3 clusters Score -6918136 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -6918327.000000 Penalty: 3600.363770
	Iteration 29Q: 3 clusters Score -6918327 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -6918509.500000 Penalty: 3600.363770
	Iteration 30Q: 3 clusters Score -6918510 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -6918631.000000 Penalty: 3600.363770
	Iteration 31Q: 3 clusters Score -6918631 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6918766.500000 Penalty: 3600.363770
	Iteration 32Q: 3 clusters Score -6918766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -6918871.000000 Penalty: 3600.363770
	Iteration 33Q: 3 clusters Score -6918871 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -6918958.500000 Penalty: 3600.363770
	Iteration 34Q: 3 clusters Score -6918958 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -6919034.000000 Penalty: 3600.363770
	Iteration 35Q: 3 clusters Score -6919034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -6919087.000000 Penalty: 3600.363770
	Iteration 36Q: 3 clusters Score -6919087 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -6919123.000000 Penalty: 3600.363770
	Iteration 37Q: 3 clusters Score -6919123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -6919151.000000 Penalty: 3600.363770
	Iteration 38Q: 3 clusters Score -6919151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -6919161.500000 Penalty: 3600.363770
	Iteration 39Q: 3 clusters Score -6919162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -6919160.500000 Penalty: 3600.363770
	Iteration 40F: 3 clusters Score -6919160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -6919167.500000 Penalty: 3600.363770
	Iteration 41Q: 3 clusters Score -6919168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -6919184.000000 Penalty: 3600.363770
	Iteration 42Q: 3 clusters Score -6919184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -6919203.500000 Penalty: 3600.363770
	Iteration 43Q: 3 clusters Score -6919204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -6919205.500000 Penalty: 3600.363770
	Iteration 44Q: 3 clusters Score -6919206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -6919222.500000 Penalty: 3600.363770
	Iteration 45Q: 3 clusters Score -6919222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -6919234.500000 Penalty: 3600.363770
	Iteration 46Q: 3 clusters Score -6919234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -6919227.500000 Penalty: 3600.363770
	Iteration 47Q: 3 clusters Score -6919228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -6919237.000000 Penalty: 3600.363770
	Iteration 48Q: 3 clusters Score -6919237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -6919240.000000 Penalty: 3600.363770
	Iteration 49Q: 3 clusters Score -6919240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -6919240.500000 Penalty: 3600.363770
	Iteration 50Q: 3 clusters Score -6919240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -6919240.500000 Penalty: 3600.363770
	Iteration 51Q: 3 clusters Score -6919240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -6919249.000000 Penalty: 3600.363770
	Iteration 52Q: 3 clusters Score -6919249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -6919253.000000 Penalty: 3600.363770
	Iteration 53Q: 3 clusters Score -6919253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -6919254.500000 Penalty: 3600.363770
	Iteration 54Q: 3 clusters Score -6919254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -6919252.000000 Penalty: 3600.363770
	Iteration 55Q: 3 clusters Score -6919252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -6919252.000000 Penalty: 3600.363770
	Iteration 56F: 3 clusters Score -6919252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Entering Unmasked Estep 
Score: -3202799.000000 Penalty: 1674.727417
	Iteration 0F: 2 clusters Score -3202799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3182780.500000 Penalty: 3349.454834
	Iteration 0F: 3 clusters Score -3182780 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3190485.000000 Penalty: 3349.454834
	Iteration 1F: 3 clusters Score -3190485 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3191150.500000 Penalty: 3349.454834
	Iteration 2F: 3 clusters Score -3191150 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3191867.750000 Penalty: 3349.454834
	Iteration 3F: 3 clusters Score -3191868 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3192697.500000 Penalty: 3349.454834
	Iteration 4F: 3 clusters Score -3192698 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3193663.500000 Penalty: 3349.454834
	Iteration 5F: 3 clusters Score -3193664 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3194838.250000 Penalty: 3349.454834
	Iteration 6F: 3 clusters Score -3194838 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3196156.500000 Penalty: 3349.454834
	Iteration 7F: 3 clusters Score -3196156 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3197345.750000 Penalty: 3349.454834
	Iteration 8F: 3 clusters Score -3197346 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3198036.000000 Penalty: 3349.454834
	Iteration 9Q: 3 clusters Score -3198036 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3198396.250000 Penalty: 3349.454834
	Iteration 10Q: 3 clusters Score -3198396 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3198650.250000 Penalty: 3349.454834
	Iteration 11Q: 3 clusters Score -3198650 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3198872.000000 Penalty: 3349.454834
	Iteration 12Q: 3 clusters Score -3198872 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3199061.250000 Penalty: 3349.454834
	Iteration 13Q: 3 clusters Score -3199061 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3199235.750000 Penalty: 3349.454834
	Iteration 14Q: 3 clusters Score -3199236 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3199391.750000 Penalty: 3349.454834
	Iteration 15Q: 3 clusters Score -3199392 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3199520.500000 Penalty: 3349.454834
	Iteration 16Q: 3 clusters Score -3199520 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3199638.250000 Penalty: 3349.454834
	Iteration 17Q: 3 clusters Score -3199638 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3199753.750000 Penalty: 3349.454834
	Iteration 18Q: 3 clusters Score -3199754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3199874.750000 Penalty: 3349.454834
	Iteration 19Q: 3 clusters Score -3199875 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3199961.000000 Penalty: 3349.454834
	Iteration 20F: 3 clusters Score -3199961 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3200041.250000 Penalty: 3349.454834
	Iteration 21Q: 3 clusters Score -3200041 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3200140.000000 Penalty: 3349.454834
	Iteration 22Q: 3 clusters Score -3200140 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3200212.000000 Penalty: 3349.454834
	Iteration 23Q: 3 clusters Score -3200212 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3200299.500000 Penalty: 3349.454834
	Iteration 24Q: 3 clusters Score -3200300 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3200384.000000 Penalty: 3349.454834
	Iteration 25Q: 3 clusters Score -3200384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3200483.250000 Penalty: 3349.454834
	Iteration 26Q: 3 clusters Score -3200483 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3200588.750000 Penalty: 3349.454834
	Iteration 27Q: 3 clusters Score -3200589 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3200655.750000 Penalty: 3349.454834
	Iteration 28Q: 3 clusters Score -3200656 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3200715.500000 Penalty: 3349.454834
	Iteration 29Q: 3 clusters Score -3200716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3200765.250000 Penalty: 3349.454834
	Iteration 30Q: 3 clusters Score -3200765 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3200823.750000 Penalty: 3349.454834
	Iteration 31Q: 3 clusters Score -3200824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3200864.750000 Penalty: 3349.454834
	Iteration 32Q: 3 clusters Score -3200865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3200902.250000 Penalty: 3349.454834
	Iteration 33Q: 3 clusters Score -3200902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3200932.000000 Penalty: 3349.454834
	Iteration 34Q: 3 clusters Score -3200932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3200955.750000 Penalty: 3349.454834
	Iteration 35Q: 3 clusters Score -3200956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3200979.000000 Penalty: 3349.454834
	Iteration 36Q: 3 clusters Score -3200979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3201004.750000 Penalty: 3349.454834
	Iteration 37Q: 3 clusters Score -3201005 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3201046.000000 Penalty: 3349.454834
	Iteration 38Q: 3 clusters Score -3201046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3201070.000000 Penalty: 3349.454834
	Iteration 39Q: 3 clusters Score -3201070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3201093.500000 Penalty: 3349.454834
	Iteration 40F: 3 clusters Score -3201094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3201108.500000 Penalty: 3349.454834
	Iteration 41Q: 3 clusters Score -3201108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3201129.000000 Penalty: 3349.454834
	Iteration 42Q: 3 clusters Score -3201129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3201150.250000 Penalty: 3349.454834
	Iteration 43Q: 3 clusters Score -3201150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3201160.000000 Penalty: 3349.454834
	Iteration 44Q: 3 clusters Score -3201160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3201172.750000 Penalty: 3349.454834
	Iteration 45Q: 3 clusters Score -3201173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3201191.750000 Penalty: 3349.454834
	Iteration 46Q: 3 clusters Score -3201192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3201208.750000 Penalty: 3349.454834
	Iteration 47Q: 3 clusters Score -3201209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3201226.000000 Penalty: 3349.454834
	Iteration 48Q: 3 clusters Score -3201226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3201248.250000 Penalty: 3349.454834
	Iteration 49Q: 3 clusters Score -3201248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3201264.000000 Penalty: 3349.454834
	Iteration 50Q: 3 clusters Score -3201264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3201288.500000 Penalty: 3349.454834
	Iteration 51Q: 3 clusters Score -3201288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3201299.000000 Penalty: 3349.454834
	Iteration 52Q: 3 clusters Score -3201299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3201303.500000 Penalty: 3349.454834
	Iteration 53Q: 3 clusters Score -3201304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3201308.000000 Penalty: 3349.454834
	Iteration 54Q: 3 clusters Score -3201308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3201320.500000 Penalty: 3349.454834
	Iteration 55Q: 3 clusters Score -3201320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3201329.250000 Penalty: 3349.454834
	Iteration 56Q: 3 clusters Score -3201329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3201342.000000 Penalty: 3349.454834
	Iteration 57Q: 3 clusters Score -3201342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3201340.000000 Penalty: 3349.454834
	Iteration 58Q: 3 clusters Score -3201340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3201342.250000 Penalty: 3349.454834
	Iteration 59Q: 3 clusters Score -3201342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3201345.250000 Penalty: 3349.454834
	Iteration 60F: 3 clusters Score -3201345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3201347.250000 Penalty: 3349.454834
	Iteration 61Q: 3 clusters Score -3201347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3201349.250000 Penalty: 3349.454834
	Iteration 62Q: 3 clusters Score -3201349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3201354.000000 Penalty: 3349.454834
	Iteration 63Q: 3 clusters Score -3201354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3201353.750000 Penalty: 3349.454834
	Iteration 64Q: 3 clusters Score -3201354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3201356.750000 Penalty: 3349.454834
	Iteration 65Q: 3 clusters Score -3201357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3201361.250000 Penalty: 3349.454834
	Iteration 66Q: 3 clusters Score -3201361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3201368.250000 Penalty: 3349.454834
	Iteration 67Q: 3 clusters Score -3201368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3201373.500000 Penalty: 3349.454834
	Iteration 68Q: 3 clusters Score -3201374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3201375.250000 Penalty: 3349.454834
	Iteration 69Q: 3 clusters Score -3201375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3201379.500000 Penalty: 3349.454834
	Iteration 70Q: 3 clusters Score -3201380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3201391.000000 Penalty: 3349.454834
	Iteration 71Q: 3 clusters Score -3201391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3201399.250000 Penalty: 3349.454834
	Iteration 72Q: 3 clusters Score -3201399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3201395.750000 Penalty: 3349.454834
	Iteration 73Q: 3 clusters Score -3201396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3201394.500000 Penalty: 3349.454834
	Iteration 74Q: 3 clusters Score -3201394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3201393.000000 Penalty: 3349.454834
	Iteration 75Q: 3 clusters Score -3201393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3201393.000000 Penalty: 3349.454834
	Iteration 76F: 3 clusters Score -3201393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Entering Unmasked Estep 
Score: -2081979.500000 Penalty: 1604.710083
	Iteration 0F: 2 clusters Score -2081980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2068701.375000 Penalty: 3209.420166
	Iteration 0F: 3 clusters Score -2068701 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2073375.375000 Penalty: 3209.420166
	Iteration 1F: 3 clusters Score -2073375 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2073728.250000 Penalty: 3209.420166
	Iteration 2Q: 3 clusters Score -2073728 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2074115.625000 Penalty: 3209.420166
	Iteration 3Q: 3 clusters Score -2074116 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2074553.250000 Penalty: 3209.420166
	Iteration 4Q: 3 clusters Score -2074553 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2075090.250000 Penalty: 3209.420166
	Iteration 5Q: 3 clusters Score -2075090 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2075705.250000 Penalty: 3209.420166
	Iteration 6F: 3 clusters Score -2075705 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2076475.375000 Penalty: 3209.420166
	Iteration 7F: 3 clusters Score -2076475 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2077378.500000 Penalty: 3209.420166
	Iteration 8F: 3 clusters Score -2077378 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2078338.125000 Penalty: 3209.420166
	Iteration 9F: 3 clusters Score -2078338 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2079132.750000 Penalty: 3209.420166
	Iteration 10Q: 3 clusters Score -2079133 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2079745.000000 Penalty: 3209.420166
	Iteration 11Q: 3 clusters Score -2079745 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2080132.125000 Penalty: 3209.420166
	Iteration 12Q: 3 clusters Score -2080132 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2080354.625000 Penalty: 3209.420166
	Iteration 13Q: 3 clusters Score -2080355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2080455.500000 Penalty: 3209.420166
	Iteration 14Q: 3 clusters Score -2080456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2080511.250000 Penalty: 3209.420166
	Iteration 15Q: 3 clusters Score -2080511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2080546.500000 Penalty: 3209.420166
	Iteration 16Q: 3 clusters Score -2080546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2080570.000000 Penalty: 3209.420166
	Iteration 17Q: 3 clusters Score -2080570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2080581.125000 Penalty: 3209.420166
	Iteration 18Q: 3 clusters Score -2080581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2080592.250000 Penalty: 3209.420166
	Iteration 19Q: 3 clusters Score -2080592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2080601.875000 Penalty: 3209.420166
	Iteration 20F: 3 clusters Score -2080602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2080615.375000 Penalty: 3209.420166
	Iteration 21Q: 3 clusters Score -2080615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2080628.000000 Penalty: 3209.420166
	Iteration 22Q: 3 clusters Score -2080628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2080636.250000 Penalty: 3209.420166
	Iteration 23Q: 3 clusters Score -2080636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2080639.750000 Penalty: 3209.420166
	Iteration 24Q: 3 clusters Score -2080640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2080644.000000 Penalty: 3209.420166
	Iteration 25Q: 3 clusters Score -2080644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2080646.500000 Penalty: 3209.420166
	Iteration 26Q: 3 clusters Score -2080646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2080651.500000 Penalty: 3209.420166
	Iteration 27Q: 3 clusters Score -2080652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2080657.500000 Penalty: 3209.420166
	Iteration 28Q: 3 clusters Score -2080658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2080657.500000 Penalty: 3209.420166
	Iteration 29F: 3 clusters Score -2080658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Entering Unmasked Estep 
Score: -5057308.000000 Penalty: 1750.292236
	Iteration 0F: 2 clusters Score -5057308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5025170.500000 Penalty: 3500.584473
	Iteration 0F: 3 clusters Score -5025170 nChanged 22428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5038258.000000 Penalty: 3500.584473
	Iteration 1F: 3 clusters Score -5038258 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -5038906.000000 Penalty: 3500.584473
	Iteration 2Q: 3 clusters Score -5038906 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5039630.000000 Penalty: 3500.584473
	Iteration 3Q: 3 clusters Score -5039630 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5040636.500000 Penalty: 3500.584473
	Iteration 4Q: 3 clusters Score -5040636 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -5042121.000000 Penalty: 3500.584473
	Iteration 5F: 3 clusters Score -5042121 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5044216.500000 Penalty: 3500.584473
	Iteration 6F: 3 clusters Score -5044216 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5046805.000000 Penalty: 3500.584473
	Iteration 7F: 3 clusters Score -5046805 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -5049127.000000 Penalty: 3500.584473
	Iteration 8F: 3 clusters Score -5049127 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5050775.500000 Penalty: 3500.584473
	Iteration 9Q: 3 clusters Score -5050776 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5051727.000000 Penalty: 3500.584473
	Iteration 10Q: 3 clusters Score -5051727 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5052320.500000 Penalty: 3500.584473
	Iteration 11Q: 3 clusters Score -5052320 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5052705.500000 Penalty: 3500.584473
	Iteration 12Q: 3 clusters Score -5052706 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -5053060.000000 Penalty: 3500.584473
	Iteration 13Q: 3 clusters Score -5053060 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5053371.500000 Penalty: 3500.584473
	Iteration 14Q: 3 clusters Score -5053372 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5053605.000000 Penalty: 3500.584473
	Iteration 15Q: 3 clusters Score -5053605 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5053834.000000 Penalty: 3500.584473
	Iteration 16Q: 3 clusters Score -5053834 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5054023.000000 Penalty: 3500.584473
	Iteration 17Q: 3 clusters Score -5054023 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5054223.000000 Penalty: 3500.584473
	Iteration 18Q: 3 clusters Score -5054223 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5054398.500000 Penalty: 3500.584473
	Iteration 19Q: 3 clusters Score -5054398 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5054575.000000 Penalty: 3500.584473
	Iteration 20F: 3 clusters Score -5054575 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5054754.500000 Penalty: 3500.584473
	Iteration 21Q: 3 clusters Score -5054754 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5054903.500000 Penalty: 3500.584473
	Iteration 22Q: 3 clusters Score -5054904 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5055023.000000 Penalty: 3500.584473
	Iteration 23Q: 3 clusters Score -5055023 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5055154.000000 Penalty: 3500.584473
	Iteration 24Q: 3 clusters Score -5055154 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5055252.500000 Penalty: 3500.584473
	Iteration 25Q: 3 clusters Score -5055252 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5055368.500000 Penalty: 3500.584473
	Iteration 26Q: 3 clusters Score -5055368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -5055468.000000 Penalty: 3500.584473
	Iteration 27Q: 3 clusters Score -5055468 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5055525.500000 Penalty: 3500.584473
	Iteration 28Q: 3 clusters Score -5055526 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -5055581.000000 Penalty: 3500.584473
	Iteration 29Q: 3 clusters Score -5055581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -5055643.000000 Penalty: 3500.584473
	Iteration 30Q: 3 clusters Score -5055643 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -5055686.500000 Penalty: 3500.584473
	Iteration 31Q: 3 clusters Score -5055686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5055730.500000 Penalty: 3500.584473
	Iteration 32Q: 3 clusters Score -5055730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -5055759.000000 Penalty: 3500.584473
	Iteration 33Q: 3 clusters Score -5055759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -5055777.000000 Penalty: 3500.584473
	Iteration 34Q: 3 clusters Score -5055777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -5055800.000000 Penalty: 3500.584473
	Iteration 35Q: 3 clusters Score -5055800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -5055811.000000 Penalty: 3500.584473
	Iteration 36Q: 3 clusters Score -5055811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5055818.000000 Penalty: 3500.584473
	Iteration 37Q: 3 clusters Score -5055818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5055823.500000 Penalty: 3500.584473
	Iteration 38Q: 3 clusters Score -5055824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -5055838.500000 Penalty: 3500.584473
	Iteration 39Q: 3 clusters Score -5055838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -5055849.500000 Penalty: 3500.584473
	Iteration 40F: 3 clusters Score -5055850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5055863.500000 Penalty: 3500.584473
	Iteration 41Q: 3 clusters Score -5055864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5055871.500000 Penalty: 3500.584473
	Iteration 42Q: 3 clusters Score -5055872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5055883.000000 Penalty: 3500.584473
	Iteration 43Q: 3 clusters Score -5055883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5055895.500000 Penalty: 3500.584473
	Iteration 44Q: 3 clusters Score -5055896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5055901.000000 Penalty: 3500.584473
	Iteration 45Q: 3 clusters Score -5055901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -5055909.000000 Penalty: 3500.584473
	Iteration 46Q: 3 clusters Score -5055909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5055910.500000 Penalty: 3500.584473
	Iteration 47Q: 3 clusters Score -5055910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5055917.000000 Penalty: 3500.584473
	Iteration 48Q: 3 clusters Score -5055917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5055927.000000 Penalty: 3500.584473
	Iteration 49Q: 3 clusters Score -5055927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5055929.500000 Penalty: 3500.584473
	Iteration 50Q: 3 clusters Score -5055930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5055922.500000 Penalty: 3500.584473
	Iteration 51Q: 3 clusters Score -5055922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5055931.000000 Penalty: 3500.584473
	Iteration 52Q: 3 clusters Score -5055931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5055940.000000 Penalty: 3500.584473
	Iteration 53Q: 3 clusters Score -5055940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -5055940.500000 Penalty: 3500.584473
	Iteration 54Q: 3 clusters Score -5055940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -5055944.500000 Penalty: 3500.584473
	Iteration 55Q: 3 clusters Score -5055944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -5055943.000000 Penalty: 3500.584473
	Iteration 56Q: 3 clusters Score -5055943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5055942.000000 Penalty: 3500.584473
	Iteration 57Q: 3 clusters Score -5055942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -5055943.500000 Penalty: 3500.584473
	Iteration 58Q: 3 clusters Score -5055944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5055945.000000 Penalty: 3500.584473
	Iteration 59Q: 3 clusters Score -5055945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5055945.000000 Penalty: 3500.584473
	Iteration 60F: 3 clusters Score -5055945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Entering Unmasked Estep 
Score: -3767651.250000 Penalty: 1701.286377
	Iteration 0F: 2 clusters Score -3767651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3744045.000000 Penalty: 3402.572754
	Iteration 0F: 3 clusters Score -3744045 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3753267.000000 Penalty: 3402.572754
	Iteration 1F: 3 clusters Score -3753267 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3754008.750000 Penalty: 3402.572754
	Iteration 2Q: 3 clusters Score -3754009 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3755087.500000 Penalty: 3402.572754
	Iteration 3F: 3 clusters Score -3755088 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3756769.250000 Penalty: 3402.572754
	Iteration 4F: 3 clusters Score -3756769 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3759097.750000 Penalty: 3402.572754
	Iteration 5F: 3 clusters Score -3759098 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3761599.500000 Penalty: 3402.572754
	Iteration 6F: 3 clusters Score -3761600 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3763578.750000 Penalty: 3402.572754
	Iteration 7F: 3 clusters Score -3763579 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3764774.250000 Penalty: 3402.572754
	Iteration 8Q: 3 clusters Score -3764774 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3765405.250000 Penalty: 3402.572754
	Iteration 9Q: 3 clusters Score -3765405 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -3765733.500000 Penalty: 3402.572754
	Iteration 10Q: 3 clusters Score -3765734 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -3765919.250000 Penalty: 3402.572754
	Iteration 11Q: 3 clusters Score -3765919 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3766026.250000 Penalty: 3402.572754
	Iteration 12Q: 3 clusters Score -3766026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3766096.500000 Penalty: 3402.572754
	Iteration 13Q: 3 clusters Score -3766096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3766128.750000 Penalty: 3402.572754
	Iteration 14Q: 3 clusters Score -3766129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3766147.500000 Penalty: 3402.572754
	Iteration 15Q: 3 clusters Score -3766148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3766162.500000 Penalty: 3402.572754
	Iteration 16Q: 3 clusters Score -3766162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -3766179.250000 Penalty: 3402.572754
	Iteration 17Q: 3 clusters Score -3766179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -3766184.250000 Penalty: 3402.572754
	Iteration 18Q: 3 clusters Score -3766184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3766193.250000 Penalty: 3402.572754
	Iteration 19Q: 3 clusters Score -3766193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3766198.500000 Penalty: 3402.572754
	Iteration 20F: 3 clusters Score -3766198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3766200.000000 Penalty: 3402.572754
	Iteration 21Q: 3 clusters Score -3766200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -3766207.500000 Penalty: 3402.572754
	Iteration 22Q: 3 clusters Score -3766208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3766208.750000 Penalty: 3402.572754
	Iteration 23Q: 3 clusters Score -3766209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3766207.000000 Penalty: 3402.572754
	Iteration 24Q: 3 clusters Score -3766207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -3766210.750000 Penalty: 3402.572754
	Iteration 25Q: 3 clusters Score -3766211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3766212.000000 Penalty: 3402.572754
	Iteration 26Q: 3 clusters Score -3766212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3766210.250000 Penalty: 3402.572754
	Iteration 27Q: 3 clusters Score -3766210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3766213.500000 Penalty: 3402.572754
	Iteration 28Q: 3 clusters Score -3766214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3766215.000000 Penalty: 3402.572754
	Iteration 29Q: 3 clusters Score -3766215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3766220.250000 Penalty: 3402.572754
	Iteration 30Q: 3 clusters Score -3766220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3766220.250000 Penalty: 3402.572754
	Iteration 31F: 3 clusters Score -3766220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Entering Unmasked Estep 
Score: -519572.906250 Penalty: 1391.755615
	Iteration 0F: 2 clusters Score -519572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -515554.656250 Penalty: 2783.511230
	Iteration 0F: 3 clusters Score -515554.7 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -517083.875000 Penalty: 2783.511230
	Iteration 1F: 3 clusters Score -517083.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -517760.718750 Penalty: 2783.511230
	Iteration 2F: 3 clusters Score -517760.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -518343.531250 Penalty: 2783.511230
	Iteration 3F: 3 clusters Score -518343.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -518801.218750 Penalty: 2783.511230
	Iteration 4F: 3 clusters Score -518801.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -519141.531250 Penalty: 2783.511230
	Iteration 5F: 3 clusters Score -519141.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -519335.031250 Penalty: 2783.511230
	Iteration 6Q: 3 clusters Score -519335 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -519429.750000 Penalty: 2783.511230
	Iteration 7Q: 3 clusters Score -519429.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -519480.812500 Penalty: 2783.511230
	Iteration 8Q: 3 clusters Score -519480.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -519509.000000 Penalty: 2783.511230
	Iteration 9Q: 3 clusters Score -519509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -519531.218750 Penalty: 2783.511230
	Iteration 10Q: 3 clusters Score -519531.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -519548.531250 Penalty: 2783.511230
	Iteration 11Q: 3 clusters Score -519548.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -519561.343750 Penalty: 2783.511230
	Iteration 12Q: 3 clusters Score -519561.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -519569.187500 Penalty: 2783.511230
	Iteration 13Q: 3 clusters Score -519569.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -519574.000000 Penalty: 2783.511230
	Iteration 14Q: 3 clusters Score -519574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -519578.312500 Penalty: 2783.511230
	Iteration 15Q: 3 clusters Score -519578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -519581.281250 Penalty: 2783.511230
	Iteration 16Q: 3 clusters Score -519581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -519584.343750 Penalty: 2783.511230
	Iteration 17Q: 3 clusters Score -519584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -519585.750000 Penalty: 2783.511230
	Iteration 18Q: 3 clusters Score -519585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519586.656250 Penalty: 2783.511230
	Iteration 19Q: 3 clusters Score -519586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -519587.593750 Penalty: 2783.511230
	Iteration 20F: 3 clusters Score -519587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -519589.000000 Penalty: 2783.511230
	Iteration 21Q: 3 clusters Score -519589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -519589.187500 Penalty: 2783.511230
	Iteration 22Q: 3 clusters Score -519589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -519590.437500 Penalty: 2783.511230
	Iteration 23Q: 3 clusters Score -519590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -519592.500000 Penalty: 2783.511230
	Iteration 24Q: 3 clusters Score -519592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -519593.625000 Penalty: 2783.511230
	Iteration 25Q: 3 clusters Score -519593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -519596.187500 Penalty: 2783.511230
	Iteration 26Q: 3 clusters Score -519596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -519597.625000 Penalty: 2783.511230
	Iteration 27Q: 3 clusters Score -519597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -519598.343750 Penalty: 2783.511230
	Iteration 28Q: 3 clusters Score -519598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -519600.093750 Penalty: 2783.511230
	Iteration 29Q: 3 clusters Score -519600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -519600.093750 Penalty: 2783.511230
	Iteration 30F: 3 clusters Score -519600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 80182 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205929 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 742 members 
Entering Unmasked Estep 
Score: -70216496.000000 Penalty: 43641.613281
Splitting cluster 18 changes total score from -70217232.000000 to -70216496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41759.722656 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41759.72 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42219.480469 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -42219.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42355.144531 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42355.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42423.316406 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -42423.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42455.046875 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -42455.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42464.296875 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42476.843750 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42476.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42478.078125 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42478.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42480.945312 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -42480.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42480.945312 Penalty: 2028.089600
	Iteration 9F: 3 clusters Score -42480.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 80182 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205929 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217264.000000 Penalty: 41459.531250
Iteration 399Q: 20 clusters Score -7.021726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 80178 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205930 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64736 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 400F: 20 clusters Score -7.021723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 80177 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205930 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64736 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 401Q: 20 clusters Score -7.021723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 80181 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205931 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64736 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 402Q: 20 clusters Score -7.021722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 80180 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205932 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 64736 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 403Q: 20 clusters Score -7.021723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 80181 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205934 members 
Mstep: Class 12 contains 47245 members 
Mstep: Class 13 contains 64736 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35223 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 404Q: 20 clusters Score -7.021723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 80187 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205935 members 
Mstep: Class 12 contains 47244 members 
Mstep: Class 13 contains 64735 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 405Q: 20 clusters Score -7.021723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 80192 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205940 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 406Q: 20 clusters Score -7.021722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 80195 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205948 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 64735 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 407Q: 20 clusters Score -7.021726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 80201 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205955 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 64735 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 408Q: 20 clusters Score -7.021725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 80204 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205962 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 64733 members 
Mstep: Class 14 contains 29914 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217256.000000 Penalty: 41459.531250
Iteration 409Q: 20 clusters Score -7.021726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 80216 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205961 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 64730 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 410Q: 20 clusters Score -7.021725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 80219 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205962 members 
Mstep: Class 12 contains 47237 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47620 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217280.000000 Penalty: 41459.531250
Iteration 411Q: 20 clusters Score -7.021728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 80228 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205967 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 64730 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 47619 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217248.000000 Penalty: 41459.531250
Iteration 412Q: 20 clusters Score -7.021725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 80228 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 205975 members 
Mstep: Class 12 contains 47233 members 
Mstep: Class 13 contains 64731 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 413Q: 20 clusters Score -7.02172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 80228 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 205981 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 64729 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 414Q: 20 clusters Score -7.021718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 80228 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 205987 members 
Mstep: Class 12 contains 47235 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217176.000000 Penalty: 41459.531250
Iteration 415Q: 20 clusters Score -7.021718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 80230 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 205992 members 
Mstep: Class 12 contains 47235 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 416Q: 20 clusters Score -7.021722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 205995 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 64725 members 
Mstep: Class 14 contains 29920 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 417Q: 20 clusters Score -7.021722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 80232 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 205998 members 
Mstep: Class 12 contains 47233 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 418Q: 20 clusters Score -7.021723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 80230 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206002 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 419Q: 20 clusters Score -7.02172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 80234 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206007 members 
Mstep: Class 12 contains 47229 members 
Mstep: Class 13 contains 64725 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 420F: 20 clusters Score -7.021722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 80232 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206014 members 
Mstep: Class 12 contains 47225 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 421Q: 20 clusters Score -7.021723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 80232 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 206021 members 
Mstep: Class 12 contains 47221 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 422Q: 20 clusters Score -7.021722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 206022 members 
Mstep: Class 12 contains 47219 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217208.000000 Penalty: 41459.531250
Iteration 423Q: 20 clusters Score -7.021721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36436 members 
Mstep: Class 11 contains 206024 members 
Mstep: Class 12 contains 47217 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 424Q: 20 clusters Score -7.021722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206025 members 
Mstep: Class 12 contains 47215 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217224.000000 Penalty: 41459.531250
Iteration 425Q: 20 clusters Score -7.021722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80232 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206026 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35218 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217216.000000 Penalty: 41459.531250
Iteration 426Q: 20 clusters Score -7.021722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206024 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 427Q: 20 clusters Score -7.021723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80233 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 206024 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 64727 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217232.000000 Penalty: 41459.531250
Iteration 428F: 20 clusters Score -7.021723e+07 nChanged 0
Entering ConstructFrom: 
Score: -70217232.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (17245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Entering Unmasked Estep 
Score: -1837892.250000 Penalty: 1585.232666
	Iteration 0F: 2 clusters Score -1837892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1826089.125000 Penalty: 3170.465332
	Iteration 0F: 3 clusters Score -1826089 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1830452.500000 Penalty: 3170.465332
	Iteration 1F: 3 clusters Score -1830452 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1830851.750000 Penalty: 3170.465332
	Iteration 2F: 3 clusters Score -1830852 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1831310.875000 Penalty: 3170.465332
	Iteration 3F: 3 clusters Score -1831311 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1831856.250000 Penalty: 3170.465332
	Iteration 4F: 3 clusters Score -1831856 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1832495.500000 Penalty: 3170.465332
	Iteration 5F: 3 clusters Score -1832496 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1833222.750000 Penalty: 3170.465332
	Iteration 6F: 3 clusters Score -1833223 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1833950.125000 Penalty: 3170.465332
	Iteration 7F: 3 clusters Score -1833950 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1834586.625000 Penalty: 3170.465332
	Iteration 8F: 3 clusters Score -1834587 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1835002.750000 Penalty: 3170.465332
	Iteration 9Q: 3 clusters Score -1835003 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1835229.000000 Penalty: 3170.465332
	Iteration 10Q: 3 clusters Score -1835229 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1835315.250000 Penalty: 3170.465332
	Iteration 11Q: 3 clusters Score -1835315 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1835360.750000 Penalty: 3170.465332
	Iteration 12Q: 3 clusters Score -1835361 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1835385.375000 Penalty: 3170.465332
	Iteration 13Q: 3 clusters Score -1835385 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1835409.625000 Penalty: 3170.465332
	Iteration 14Q: 3 clusters Score -1835410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1835426.375000 Penalty: 3170.465332
	Iteration 15Q: 3 clusters Score -1835426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1835436.000000 Penalty: 3170.465332
	Iteration 16Q: 3 clusters Score -1835436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1835453.125000 Penalty: 3170.465332
	Iteration 17Q: 3 clusters Score -1835453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1835468.875000 Penalty: 3170.465332
	Iteration 18Q: 3 clusters Score -1835469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1835478.500000 Penalty: 3170.465332
	Iteration 19Q: 3 clusters Score -1835478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1835485.750000 Penalty: 3170.465332
	Iteration 20F: 3 clusters Score -1835486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1835495.125000 Penalty: 3170.465332
	Iteration 21Q: 3 clusters Score -1835495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1835513.625000 Penalty: 3170.465332
	Iteration 22Q: 3 clusters Score -1835514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1835534.375000 Penalty: 3170.465332
	Iteration 23Q: 3 clusters Score -1835534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1835558.625000 Penalty: 3170.465332
	Iteration 24Q: 3 clusters Score -1835559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1835587.375000 Penalty: 3170.465332
	Iteration 25Q: 3 clusters Score -1835587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1835621.125000 Penalty: 3170.465332
	Iteration 26Q: 3 clusters Score -1835621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1835671.750000 Penalty: 3170.465332
	Iteration 27Q: 3 clusters Score -1835672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1835722.750000 Penalty: 3170.465332
	Iteration 28Q: 3 clusters Score -1835723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1835781.875000 Penalty: 3170.465332
	Iteration 29Q: 3 clusters Score -1835782 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1835852.375000 Penalty: 3170.465332
	Iteration 30Q: 3 clusters Score -1835852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1835924.250000 Penalty: 3170.465332
	Iteration 31Q: 3 clusters Score -1835924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1835981.500000 Penalty: 3170.465332
	Iteration 32Q: 3 clusters Score -1835982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1836020.500000 Penalty: 3170.465332
	Iteration 33Q: 3 clusters Score -1836020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1836066.125000 Penalty: 3170.465332
	Iteration 34Q: 3 clusters Score -1836066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1836096.625000 Penalty: 3170.465332
	Iteration 35Q: 3 clusters Score -1836097 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1836126.875000 Penalty: 3170.465332
	Iteration 36Q: 3 clusters Score -1836127 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1836157.375000 Penalty: 3170.465332
	Iteration 37Q: 3 clusters Score -1836157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1836185.250000 Penalty: 3170.465332
	Iteration 38Q: 3 clusters Score -1836185 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1836201.750000 Penalty: 3170.465332
	Iteration 39Q: 3 clusters Score -1836202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1836226.875000 Penalty: 3170.465332
	Iteration 40F: 3 clusters Score -1836227 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1836247.000000 Penalty: 3170.465332
	Iteration 41Q: 3 clusters Score -1836247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1836276.250000 Penalty: 3170.465332
	Iteration 42Q: 3 clusters Score -1836276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1836296.000000 Penalty: 3170.465332
	Iteration 43Q: 3 clusters Score -1836296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1836321.625000 Penalty: 3170.465332
	Iteration 44Q: 3 clusters Score -1836322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1836346.125000 Penalty: 3170.465332
	Iteration 45Q: 3 clusters Score -1836346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1836367.500000 Penalty: 3170.465332
	Iteration 46Q: 3 clusters Score -1836368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1836391.500000 Penalty: 3170.465332
	Iteration 47Q: 3 clusters Score -1836392 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1836415.500000 Penalty: 3170.465332
	Iteration 48Q: 3 clusters Score -1836416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1836434.875000 Penalty: 3170.465332
	Iteration 49Q: 3 clusters Score -1836435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1836455.250000 Penalty: 3170.465332
	Iteration 50Q: 3 clusters Score -1836455 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1836473.500000 Penalty: 3170.465332
	Iteration 51Q: 3 clusters Score -1836474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1836504.375000 Penalty: 3170.465332
	Iteration 52Q: 3 clusters Score -1836504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1836545.375000 Penalty: 3170.465332
	Iteration 53Q: 3 clusters Score -1836545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1836570.250000 Penalty: 3170.465332
	Iteration 54Q: 3 clusters Score -1836570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1836604.500000 Penalty: 3170.465332
	Iteration 55Q: 3 clusters Score -1836604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1836623.500000 Penalty: 3170.465332
	Iteration 56Q: 3 clusters Score -1836624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1836646.625000 Penalty: 3170.465332
	Iteration 57Q: 3 clusters Score -1836647 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1836668.375000 Penalty: 3170.465332
	Iteration 58Q: 3 clusters Score -1836668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1836685.625000 Penalty: 3170.465332
	Iteration 59Q: 3 clusters Score -1836686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1836701.375000 Penalty: 3170.465332
	Iteration 60F: 3 clusters Score -1836701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1836724.875000 Penalty: 3170.465332
	Iteration 61Q: 3 clusters Score -1836725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1836749.125000 Penalty: 3170.465332
	Iteration 62Q: 3 clusters Score -1836749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1836761.625000 Penalty: 3170.465332
	Iteration 63Q: 3 clusters Score -1836762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1836778.125000 Penalty: 3170.465332
	Iteration 64Q: 3 clusters Score -1836778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1836791.250000 Penalty: 3170.465332
	Iteration 65Q: 3 clusters Score -1836791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1836799.875000 Penalty: 3170.465332
	Iteration 66Q: 3 clusters Score -1836800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1836810.750000 Penalty: 3170.465332
	Iteration 67Q: 3 clusters Score -1836811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1836812.375000 Penalty: 3170.465332
	Iteration 68Q: 3 clusters Score -1836812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1836825.250000 Penalty: 3170.465332
	Iteration 69Q: 3 clusters Score -1836825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1836834.375000 Penalty: 3170.465332
	Iteration 70Q: 3 clusters Score -1836834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1836847.125000 Penalty: 3170.465332
	Iteration 71Q: 3 clusters Score -1836847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1836856.375000 Penalty: 3170.465332
	Iteration 72Q: 3 clusters Score -1836856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1836866.750000 Penalty: 3170.465332
	Iteration 73Q: 3 clusters Score -1836867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1836873.500000 Penalty: 3170.465332
	Iteration 74Q: 3 clusters Score -1836874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1836886.875000 Penalty: 3170.465332
	Iteration 75Q: 3 clusters Score -1836887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1836890.000000 Penalty: 3170.465332
	Iteration 76Q: 3 clusters Score -1836890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1836898.375000 Penalty: 3170.465332
	Iteration 77Q: 3 clusters Score -1836898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1836906.250000 Penalty: 3170.465332
	Iteration 78Q: 3 clusters Score -1836906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1836909.250000 Penalty: 3170.465332
	Iteration 79Q: 3 clusters Score -1836909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1836908.750000 Penalty: 3170.465332
	Iteration 80F: 3 clusters Score -1836909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1836909.500000 Penalty: 3170.465332
	Iteration 81Q: 3 clusters Score -1836910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1836915.500000 Penalty: 3170.465332
	Iteration 82Q: 3 clusters Score -1836916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1836917.000000 Penalty: 3170.465332
	Iteration 83Q: 3 clusters Score -1836917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1836919.375000 Penalty: 3170.465332
	Iteration 84Q: 3 clusters Score -1836919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1836919.750000 Penalty: 3170.465332
	Iteration 85Q: 3 clusters Score -1836920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1836919.875000 Penalty: 3170.465332
	Iteration 86Q: 3 clusters Score -1836920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1836920.375000 Penalty: 3170.465332
	Iteration 87Q: 3 clusters Score -1836920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1836920.250000 Penalty: 3170.465332
	Iteration 88Q: 3 clusters Score -1836920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1836922.375000 Penalty: 3170.465332
	Iteration 89Q: 3 clusters Score -1836922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1836924.125000 Penalty: 3170.465332
	Iteration 90Q: 3 clusters Score -1836924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1836923.625000 Penalty: 3170.465332
	Iteration 91Q: 3 clusters Score -1836924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1836923.500000 Penalty: 3170.465332
	Iteration 92Q: 3 clusters Score -1836924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1836921.750000 Penalty: 3170.465332
	Iteration 93Q: 3 clusters Score -1836922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1836924.250000 Penalty: 3170.465332
	Iteration 94Q: 3 clusters Score -1836924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1836923.625000 Penalty: 3170.465332
	Iteration 95Q: 3 clusters Score -1836924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1836923.875000 Penalty: 3170.465332
	Iteration 96Q: 3 clusters Score -1836924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1836922.750000 Penalty: 3170.465332
	Iteration 97Q: 3 clusters Score -1836923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1836923.250000 Penalty: 3170.465332
	Iteration 98Q: 3 clusters Score -1836923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1836924.125000 Penalty: 3170.465332
	Iteration 99Q: 3 clusters Score -1836924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1836924.000000 Penalty: 3170.465332
	Iteration 100F: 3 clusters Score -1836924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Entering Unmasked Estep 
Score: -8510784.000000 Penalty: 1835.062134
	Iteration 0F: 2 clusters Score -8510784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -8457285.000000 Penalty: 3670.124268
	Iteration 0F: 3 clusters Score -8457285 nChanged 38239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8479216.000000 Penalty: 3670.124268
	Iteration 1F: 3 clusters Score -8479216 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -8479786.000000 Penalty: 3670.124268
	Iteration 2Q: 3 clusters Score -8479786 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -8480425.000000 Penalty: 3670.124268
	Iteration 3Q: 3 clusters Score -8480425 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -8481152.000000 Penalty: 3670.124268
	Iteration 4Q: 3 clusters Score -8481152 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -8482171.000000 Penalty: 3670.124268
	Iteration 5Q: 3 clusters Score -8482171 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -8483505.000000 Penalty: 3670.124268
	Iteration 6Q: 3 clusters Score -8483505 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -8485400.000000 Penalty: 3670.124268
	Iteration 7Q: 3 clusters Score -8485400 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -8488103.000000 Penalty: 3670.124268
	Iteration 8F: 3 clusters Score -8488103 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8491417.000000 Penalty: 3670.124268
	Iteration 9F: 3 clusters Score -8491417 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8495142.000000 Penalty: 3670.124268
	Iteration 10F: 3 clusters Score -8495142 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -8498631.000000 Penalty: 3670.124268
	Iteration 11F: 3 clusters Score -8498631 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -8501332.000000 Penalty: 3670.124268
	Iteration 12Q: 3 clusters Score -8501332 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8503477.000000 Penalty: 3670.124268
	Iteration 13Q: 3 clusters Score -8503477 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8505097.000000 Penalty: 3670.124268
	Iteration 14Q: 3 clusters Score -8505097 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8506327.000000 Penalty: 3670.124268
	Iteration 15Q: 3 clusters Score -8506327 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8507289.000000 Penalty: 3670.124268
	Iteration 16Q: 3 clusters Score -8507289 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8507924.000000 Penalty: 3670.124268
	Iteration 17Q: 3 clusters Score -8507924 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8508387.000000 Penalty: 3670.124268
	Iteration 18Q: 3 clusters Score -8508387 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8508700.000000 Penalty: 3670.124268
	Iteration 19Q: 3 clusters Score -8508700 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8508852.000000 Penalty: 3670.124268
	Iteration 20F: 3 clusters Score -8508852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8508943.000000 Penalty: 3670.124268
	Iteration 21Q: 3 clusters Score -8508943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8509000.000000 Penalty: 3670.124268
	Iteration 22Q: 3 clusters Score -8509000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8509039.000000 Penalty: 3670.124268
	Iteration 23Q: 3 clusters Score -8509039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8509092.000000 Penalty: 3670.124268
	Iteration 24Q: 3 clusters Score -8509092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8509131.000000 Penalty: 3670.124268
	Iteration 25Q: 3 clusters Score -8509131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8509151.000000 Penalty: 3670.124268
	Iteration 26Q: 3 clusters Score -8509151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8509164.000000 Penalty: 3670.124268
	Iteration 27Q: 3 clusters Score -8509164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8509193.000000 Penalty: 3670.124268
	Iteration 28Q: 3 clusters Score -8509193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8509201.000000 Penalty: 3670.124268
	Iteration 29Q: 3 clusters Score -8509201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8509213.000000 Penalty: 3670.124268
	Iteration 30Q: 3 clusters Score -8509213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8509225.000000 Penalty: 3670.124268
	Iteration 31Q: 3 clusters Score -8509225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8509227.000000 Penalty: 3670.124268
	Iteration 32Q: 3 clusters Score -8509227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8509229.000000 Penalty: 3670.124268
	Iteration 33Q: 3 clusters Score -8509229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8509238.000000 Penalty: 3670.124268
	Iteration 34Q: 3 clusters Score -8509238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8509239.000000 Penalty: 3670.124268
	Iteration 35Q: 3 clusters Score -8509239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8509244.000000 Penalty: 3670.124268
	Iteration 36Q: 3 clusters Score -8509244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8509239.000000 Penalty: 3670.124268
	Iteration 37Q: 3 clusters Score -8509239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8509241.000000 Penalty: 3670.124268
	Iteration 38Q: 3 clusters Score -8509241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8509244.000000 Penalty: 3670.124268
	Iteration 39Q: 3 clusters Score -8509244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8509242.000000 Penalty: 3670.124268
	Iteration 40F: 3 clusters Score -8509242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Entering Unmasked Estep 
Score: -5393829.500000 Penalty: 1759.312012
	Iteration 0F: 2 clusters Score -5393830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5360331.500000 Penalty: 3518.624023
	Iteration 0F: 3 clusters Score -5360332 nChanged 23579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5373794.000000 Penalty: 3518.624023
	Iteration 1F: 3 clusters Score -5373794 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5374208.000000 Penalty: 3518.624023
	Iteration 2Q: 3 clusters Score -5374208 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5374632.500000 Penalty: 3518.624023
	Iteration 3Q: 3 clusters Score -5374632 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5374998.500000 Penalty: 3518.624023
	Iteration 4Q: 3 clusters Score -5374998 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5375412.000000 Penalty: 3518.624023
	Iteration 5Q: 3 clusters Score -5375412 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -5375849.500000 Penalty: 3518.624023
	Iteration 6Q: 3 clusters Score -5375850 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5376458.500000 Penalty: 3518.624023
	Iteration 7Q: 3 clusters Score -5376458 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5377310.000000 Penalty: 3518.624023
	Iteration 8Q: 3 clusters Score -5377310 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5378505.500000 Penalty: 3518.624023
	Iteration 9Q: 3 clusters Score -5378506 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5380042.000000 Penalty: 3518.624023
	Iteration 10Q: 3 clusters Score -5380042 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5381725.000000 Penalty: 3518.624023
	Iteration 11F: 3 clusters Score -5381725 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -5383051.500000 Penalty: 3518.624023
	Iteration 12Q: 3 clusters Score -5383052 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -5383546.000000 Penalty: 3518.624023
	Iteration 13Q: 3 clusters Score -5383546 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -5383779.000000 Penalty: 3518.624023
	Iteration 14Q: 3 clusters Score -5383779 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5383913.000000 Penalty: 3518.624023
	Iteration 15Q: 3 clusters Score -5383913 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -5383988.500000 Penalty: 3518.624023
	Iteration 16Q: 3 clusters Score -5383988 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5384041.000000 Penalty: 3518.624023
	Iteration 17Q: 3 clusters Score -5384041 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5384101.500000 Penalty: 3518.624023
	Iteration 18Q: 3 clusters Score -5384102 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5384183.000000 Penalty: 3518.624023
	Iteration 19Q: 3 clusters Score -5384183 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -5384239.000000 Penalty: 3518.624023
	Iteration 20F: 3 clusters Score -5384239 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -5384362.000000 Penalty: 3518.624023
	Iteration 21Q: 3 clusters Score -5384362 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5384495.500000 Penalty: 3518.624023
	Iteration 22Q: 3 clusters Score -5384496 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -5384645.500000 Penalty: 3518.624023
	Iteration 23Q: 3 clusters Score -5384646 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -5384784.000000 Penalty: 3518.624023
	Iteration 24Q: 3 clusters Score -5384784 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5384983.500000 Penalty: 3518.624023
	Iteration 25Q: 3 clusters Score -5384984 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5385241.500000 Penalty: 3518.624023
	Iteration 26Q: 3 clusters Score -5385242 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5385597.500000 Penalty: 3518.624023
	Iteration 27Q: 3 clusters Score -5385598 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -5385997.000000 Penalty: 3518.624023
	Iteration 28Q: 3 clusters Score -5385997 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5386477.000000 Penalty: 3518.624023
	Iteration 29Q: 3 clusters Score -5386477 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5387085.500000 Penalty: 3518.624023
	Iteration 30Q: 3 clusters Score -5387086 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5387799.500000 Penalty: 3518.624023
	Iteration 31Q: 3 clusters Score -5387800 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5388591.000000 Penalty: 3518.624023
	Iteration 32Q: 3 clusters Score -5388591 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5389309.500000 Penalty: 3518.624023
	Iteration 33Q: 3 clusters Score -5389310 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5390041.500000 Penalty: 3518.624023
	Iteration 34Q: 3 clusters Score -5390042 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5390689.000000 Penalty: 3518.624023
	Iteration 35Q: 3 clusters Score -5390689 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5391232.000000 Penalty: 3518.624023
	Iteration 36Q: 3 clusters Score -5391232 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -5391659.500000 Penalty: 3518.624023
	Iteration 37Q: 3 clusters Score -5391660 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5391932.500000 Penalty: 3518.624023
	Iteration 38Q: 3 clusters Score -5391932 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -5392115.500000 Penalty: 3518.624023
	Iteration 39Q: 3 clusters Score -5392116 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5392313.500000 Penalty: 3518.624023
	Iteration 40F: 3 clusters Score -5392314 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -5392471.000000 Penalty: 3518.624023
	Iteration 41Q: 3 clusters Score -5392471 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -5392599.000000 Penalty: 3518.624023
	Iteration 42Q: 3 clusters Score -5392599 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -5392706.500000 Penalty: 3518.624023
	Iteration 43Q: 3 clusters Score -5392706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -5392786.500000 Penalty: 3518.624023
	Iteration 44Q: 3 clusters Score -5392786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -5392853.000000 Penalty: 3518.624023
	Iteration 45Q: 3 clusters Score -5392853 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -5392912.000000 Penalty: 3518.624023
	Iteration 46Q: 3 clusters Score -5392912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -5392947.500000 Penalty: 3518.624023
	Iteration 47Q: 3 clusters Score -5392948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -5392992.000000 Penalty: 3518.624023
	Iteration 48Q: 3 clusters Score -5392992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -5393017.500000 Penalty: 3518.624023
	Iteration 49Q: 3 clusters Score -5393018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5393041.000000 Penalty: 3518.624023
	Iteration 50Q: 3 clusters Score -5393041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -5393046.500000 Penalty: 3518.624023
	Iteration 51Q: 3 clusters Score -5393046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -5393061.000000 Penalty: 3518.624023
	Iteration 52Q: 3 clusters Score -5393061 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -5393087.500000 Penalty: 3518.624023
	Iteration 53Q: 3 clusters Score -5393088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5393090.500000 Penalty: 3518.624023
	Iteration 54Q: 3 clusters Score -5393090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -5393116.500000 Penalty: 3518.624023
	Iteration 55Q: 3 clusters Score -5393116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -5393127.500000 Penalty: 3518.624023
	Iteration 56Q: 3 clusters Score -5393128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -5393127.500000 Penalty: 3518.624023
	Iteration 57Q: 3 clusters Score -5393128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5393127.500000 Penalty: 3518.624023
	Iteration 58Q: 3 clusters Score -5393128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -5393124.500000 Penalty: 3518.624023
	Iteration 59Q: 3 clusters Score -5393124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -5393134.500000 Penalty: 3518.624023
	Iteration 60F: 3 clusters Score -5393134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5393146.000000 Penalty: 3518.624023
	Iteration 61Q: 3 clusters Score -5393146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5393147.500000 Penalty: 3518.624023
	Iteration 62Q: 3 clusters Score -5393148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -5393151.500000 Penalty: 3518.624023
	Iteration 63Q: 3 clusters Score -5393152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -5393155.500000 Penalty: 3518.624023
	Iteration 64Q: 3 clusters Score -5393156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -5393150.000000 Penalty: 3518.624023
	Iteration 65Q: 3 clusters Score -5393150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -5393151.500000 Penalty: 3518.624023
	Iteration 66Q: 3 clusters Score -5393152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -5393152.000000 Penalty: 3518.624023
	Iteration 67Q: 3 clusters Score -5393152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5393151.500000 Penalty: 3518.624023
	Iteration 68Q: 3 clusters Score -5393152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -5393151.500000 Penalty: 3518.624023
	Iteration 69Q: 3 clusters Score -5393152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -5393150.000000 Penalty: 3518.624023
	Iteration 70Q: 3 clusters Score -5393150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -5393155.000000 Penalty: 3518.624023
	Iteration 71Q: 3 clusters Score -5393155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -5393153.500000 Penalty: 3518.624023
	Iteration 72Q: 3 clusters Score -5393154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -5393154.500000 Penalty: 3518.624023
	Iteration 73Q: 3 clusters Score -5393154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5393162.000000 Penalty: 3518.624023
	Iteration 74Q: 3 clusters Score -5393162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -5393161.000000 Penalty: 3518.624023
	Iteration 75Q: 3 clusters Score -5393161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -5393155.500000 Penalty: 3518.624023
	Iteration 76Q: 3 clusters Score -5393156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -5393155.500000 Penalty: 3518.624023
	Iteration 77Q: 3 clusters Score -5393156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5393150.500000 Penalty: 3518.624023
	Iteration 78Q: 3 clusters Score -5393150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -5393155.500000 Penalty: 3518.624023
	Iteration 79Q: 3 clusters Score -5393156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -5393153.500000 Penalty: 3518.624023
	Iteration 80F: 3 clusters Score -5393154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -5393152.500000 Penalty: 3518.624023
	Iteration 81Q: 3 clusters Score -5393152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -5393152.500000 Penalty: 3518.624023
	Iteration 82F: 3 clusters Score -5393152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -25520.835938 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -25520.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24702.107422 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -24702.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24840.753906 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -24840.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24874.496094 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -24874.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24895.435547 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -24895.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24909.318359 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -24909.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24920.199219 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -24920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24923.380859 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -24923.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24929.660156 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -24929.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24931.162109 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -24931.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24931.162109 Penalty: 1839.331665
	Iteration 9F: 3 clusters Score -24931.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -376362.968750 Penalty: 1335.859253
	Iteration 0F: 2 clusters Score -376363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -373202.781250 Penalty: 2671.718506
	Iteration 0F: 3 clusters Score -373202.8 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -374040.812500 Penalty: 2671.718506
	Iteration 1F: 3 clusters Score -374040.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -374203.187500 Penalty: 2671.718506
	Iteration 2F: 3 clusters Score -374203.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -374271.062500 Penalty: 2671.718506
	Iteration 3Q: 3 clusters Score -374271.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -374315.468750 Penalty: 2671.718506
	Iteration 4Q: 3 clusters Score -374315.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -374343.656250 Penalty: 2671.718506
	Iteration 5Q: 3 clusters Score -374343.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -374358.937500 Penalty: 2671.718506
	Iteration 6Q: 3 clusters Score -374358.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -374371.906250 Penalty: 2671.718506
	Iteration 7Q: 3 clusters Score -374371.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -374383.875000 Penalty: 2671.718506
	Iteration 8Q: 3 clusters Score -374383.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -374391.625000 Penalty: 2671.718506
	Iteration 9Q: 3 clusters Score -374391.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -374398.906250 Penalty: 2671.718506
	Iteration 10Q: 3 clusters Score -374398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -374405.968750 Penalty: 2671.718506
	Iteration 11Q: 3 clusters Score -374406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -374411.218750 Penalty: 2671.718506
	Iteration 12Q: 3 clusters Score -374411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -374416.750000 Penalty: 2671.718506
	Iteration 13Q: 3 clusters Score -374416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -374420.062500 Penalty: 2671.718506
	Iteration 14Q: 3 clusters Score -374420.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374423.843750 Penalty: 2671.718506
	Iteration 15Q: 3 clusters Score -374423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374430.312500 Penalty: 2671.718506
	Iteration 16Q: 3 clusters Score -374430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -374434.000000 Penalty: 2671.718506
	Iteration 17Q: 3 clusters Score -374434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -374435.500000 Penalty: 2671.718506
	Iteration 18Q: 3 clusters Score -374435.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -374437.593750 Penalty: 2671.718506
	Iteration 19Q: 3 clusters Score -374437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -374438.718750 Penalty: 2671.718506
	Iteration 20F: 3 clusters Score -374438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -374439.187500 Penalty: 2671.718506
	Iteration 21Q: 3 clusters Score -374439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -374440.281250 Penalty: 2671.718506
	Iteration 22Q: 3 clusters Score -374440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -374439.656250 Penalty: 2671.718506
	Iteration 23Q: 3 clusters Score -374439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -374440.375000 Penalty: 2671.718506
	Iteration 24Q: 3 clusters Score -374440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -374440.625000 Penalty: 2671.718506
	Iteration 25Q: 3 clusters Score -374440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -374440.781250 Penalty: 2671.718506
	Iteration 26Q: 3 clusters Score -374440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -374440.781250 Penalty: 2671.718506
	Iteration 27F: 3 clusters Score -374440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -756254.687500 Penalty: 1447.465088
	Iteration 0F: 2 clusters Score -756254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -750736.750000 Penalty: 2894.930176
	Iteration 0F: 3 clusters Score -750736.8 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -752408.687500 Penalty: 2894.930176
	Iteration 1F: 3 clusters Score -752408.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -752677.187500 Penalty: 2894.930176
	Iteration 2F: 3 clusters Score -752677.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -752920.312500 Penalty: 2894.930176
	Iteration 3F: 3 clusters Score -752920.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -753157.250000 Penalty: 2894.930176
	Iteration 4Q: 3 clusters Score -753157.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -753406.812500 Penalty: 2894.930176
	Iteration 5Q: 3 clusters Score -753406.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -753627.750000 Penalty: 2894.930176
	Iteration 6F: 3 clusters Score -753627.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -753796.812500 Penalty: 2894.930176
	Iteration 7Q: 3 clusters Score -753796.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -753952.125000 Penalty: 2894.930176
	Iteration 8Q: 3 clusters Score -753952.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -754100.812500 Penalty: 2894.930176
	Iteration 9Q: 3 clusters Score -754100.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -754229.687500 Penalty: 2894.930176
	Iteration 10Q: 3 clusters Score -754229.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -754351.500000 Penalty: 2894.930176
	Iteration 11Q: 3 clusters Score -754351.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -754466.062500 Penalty: 2894.930176
	Iteration 12Q: 3 clusters Score -754466.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -754565.875000 Penalty: 2894.930176
	Iteration 13Q: 3 clusters Score -754565.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -754673.250000 Penalty: 2894.930176
	Iteration 14Q: 3 clusters Score -754673.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -754778.312500 Penalty: 2894.930176
	Iteration 15Q: 3 clusters Score -754778.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -754884.187500 Penalty: 2894.930176
	Iteration 16Q: 3 clusters Score -754884.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -754970.250000 Penalty: 2894.930176
	Iteration 17Q: 3 clusters Score -754970.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -755036.062500 Penalty: 2894.930176
	Iteration 18Q: 3 clusters Score -755036.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -755080.687500 Penalty: 2894.930176
	Iteration 19Q: 3 clusters Score -755080.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -755117.687500 Penalty: 2894.930176
	Iteration 20F: 3 clusters Score -755117.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -755145.250000 Penalty: 2894.930176
	Iteration 21Q: 3 clusters Score -755145.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -755165.375000 Penalty: 2894.930176
	Iteration 22Q: 3 clusters Score -755165.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -755182.250000 Penalty: 2894.930176
	Iteration 23Q: 3 clusters Score -755182.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -755194.875000 Penalty: 2894.930176
	Iteration 24Q: 3 clusters Score -755194.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -755204.000000 Penalty: 2894.930176
	Iteration 25Q: 3 clusters Score -755204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -755212.500000 Penalty: 2894.930176
	Iteration 26Q: 3 clusters Score -755212.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -755221.375000 Penalty: 2894.930176
	Iteration 27Q: 3 clusters Score -755221.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -755229.125000 Penalty: 2894.930176
	Iteration 28Q: 3 clusters Score -755229.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -755235.687500 Penalty: 2894.930176
	Iteration 29Q: 3 clusters Score -755235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -755237.875000 Penalty: 2894.930176
	Iteration 30Q: 3 clusters Score -755237.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -755246.312500 Penalty: 2894.930176
	Iteration 31Q: 3 clusters Score -755246.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -755252.687500 Penalty: 2894.930176
	Iteration 32Q: 3 clusters Score -755252.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -755257.187500 Penalty: 2894.930176
	Iteration 33Q: 3 clusters Score -755257.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -755258.937500 Penalty: 2894.930176
	Iteration 34Q: 3 clusters Score -755258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -755261.625000 Penalty: 2894.930176
	Iteration 35Q: 3 clusters Score -755261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -755262.875000 Penalty: 2894.930176
	Iteration 36Q: 3 clusters Score -755262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -755263.625000 Penalty: 2894.930176
	Iteration 37Q: 3 clusters Score -755263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -755266.687500 Penalty: 2894.930176
	Iteration 38Q: 3 clusters Score -755266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -755266.687500 Penalty: 2894.930176
	Iteration 39Q: 3 clusters Score -755266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -755267.625000 Penalty: 2894.930176
	Iteration 40F: 3 clusters Score -755267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -755267.312500 Penalty: 2894.930176
	Iteration 41Q: 3 clusters Score -755267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -755267.312500 Penalty: 2894.930176
	Iteration 42F: 3 clusters Score -755267.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Entering Unmasked Estep 
Score: -2534570.750000 Penalty: 1636.824585
	Iteration 0F: 2 clusters Score -2534571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2518457.250000 Penalty: 3273.649170
	Iteration 0F: 3 clusters Score -2518457 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2524215.000000 Penalty: 3273.649170
	Iteration 1F: 3 clusters Score -2524215 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2524509.250000 Penalty: 3273.649170
	Iteration 2Q: 3 clusters Score -2524509 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2524784.250000 Penalty: 3273.649170
	Iteration 3Q: 3 clusters Score -2524784 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2525033.750000 Penalty: 3273.649170
	Iteration 4Q: 3 clusters Score -2525034 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2525238.750000 Penalty: 3273.649170
	Iteration 5Q: 3 clusters Score -2525239 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2525467.750000 Penalty: 3273.649170
	Iteration 6Q: 3 clusters Score -2525468 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2525742.250000 Penalty: 3273.649170
	Iteration 7Q: 3 clusters Score -2525742 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2526056.750000 Penalty: 3273.649170
	Iteration 8Q: 3 clusters Score -2526057 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2526461.250000 Penalty: 3273.649170
	Iteration 9Q: 3 clusters Score -2526461 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2527039.750000 Penalty: 3273.649170
	Iteration 10Q: 3 clusters Score -2527040 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2527758.000000 Penalty: 3273.649170
	Iteration 11Q: 3 clusters Score -2527758 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2528686.500000 Penalty: 3273.649170
	Iteration 12F: 3 clusters Score -2528686 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2529706.250000 Penalty: 3273.649170
	Iteration 13F: 3 clusters Score -2529706 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2530634.750000 Penalty: 3273.649170
	Iteration 14Q: 3 clusters Score -2530635 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2531345.000000 Penalty: 3273.649170
	Iteration 15Q: 3 clusters Score -2531345 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2531873.250000 Penalty: 3273.649170
	Iteration 16Q: 3 clusters Score -2531873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2532208.500000 Penalty: 3273.649170
	Iteration 17Q: 3 clusters Score -2532208 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2532457.250000 Penalty: 3273.649170
	Iteration 18Q: 3 clusters Score -2532457 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2532637.000000 Penalty: 3273.649170
	Iteration 19Q: 3 clusters Score -2532637 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2532780.500000 Penalty: 3273.649170
	Iteration 20F: 3 clusters Score -2532780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2532887.000000 Penalty: 3273.649170
	Iteration 21Q: 3 clusters Score -2532887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2532954.750000 Penalty: 3273.649170
	Iteration 22Q: 3 clusters Score -2532955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2533023.000000 Penalty: 3273.649170
	Iteration 23Q: 3 clusters Score -2533023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2533066.000000 Penalty: 3273.649170
	Iteration 24Q: 3 clusters Score -2533066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2533110.000000 Penalty: 3273.649170
	Iteration 25Q: 3 clusters Score -2533110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2533148.500000 Penalty: 3273.649170
	Iteration 26Q: 3 clusters Score -2533148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2533161.750000 Penalty: 3273.649170
	Iteration 27Q: 3 clusters Score -2533162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2533170.500000 Penalty: 3273.649170
	Iteration 28Q: 3 clusters Score -2533170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2533183.500000 Penalty: 3273.649170
	Iteration 29Q: 3 clusters Score -2533184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2533193.500000 Penalty: 3273.649170
	Iteration 30Q: 3 clusters Score -2533194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2533204.750000 Penalty: 3273.649170
	Iteration 31Q: 3 clusters Score -2533205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2533209.250000 Penalty: 3273.649170
	Iteration 32Q: 3 clusters Score -2533209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2533216.000000 Penalty: 3273.649170
	Iteration 33Q: 3 clusters Score -2533216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2533217.250000 Penalty: 3273.649170
	Iteration 34Q: 3 clusters Score -2533217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2533218.500000 Penalty: 3273.649170
	Iteration 35Q: 3 clusters Score -2533218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2533220.750000 Penalty: 3273.649170
	Iteration 36Q: 3 clusters Score -2533221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2533222.500000 Penalty: 3273.649170
	Iteration 37Q: 3 clusters Score -2533222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2533226.750000 Penalty: 3273.649170
	Iteration 38Q: 3 clusters Score -2533227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2533227.000000 Penalty: 3273.649170
	Iteration 39Q: 3 clusters Score -2533227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2533230.250000 Penalty: 3273.649170
	Iteration 40F: 3 clusters Score -2533230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2533235.000000 Penalty: 3273.649170
	Iteration 41Q: 3 clusters Score -2533235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2533234.250000 Penalty: 3273.649170
	Iteration 42Q: 3 clusters Score -2533234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2533234.500000 Penalty: 3273.649170
	Iteration 43Q: 3 clusters Score -2533234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2533238.000000 Penalty: 3273.649170
	Iteration 44Q: 3 clusters Score -2533238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2533239.000000 Penalty: 3273.649170
	Iteration 45Q: 3 clusters Score -2533239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2533237.500000 Penalty: 3273.649170
	Iteration 46Q: 3 clusters Score -2533238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2533237.000000 Penalty: 3273.649170
	Iteration 47Q: 3 clusters Score -2533237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2533237.000000 Penalty: 3273.649170
	Iteration 48Q: 3 clusters Score -2533237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2533239.750000 Penalty: 3273.649170
	Iteration 49Q: 3 clusters Score -2533240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2533242.750000 Penalty: 3273.649170
	Iteration 50Q: 3 clusters Score -2533243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2533248.500000 Penalty: 3273.649170
	Iteration 51Q: 3 clusters Score -2533248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2533249.000000 Penalty: 3273.649170
	Iteration 52Q: 3 clusters Score -2533249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2533254.500000 Penalty: 3273.649170
	Iteration 53Q: 3 clusters Score -2533254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2533257.000000 Penalty: 3273.649170
	Iteration 54Q: 3 clusters Score -2533257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2533258.000000 Penalty: 3273.649170
	Iteration 55Q: 3 clusters Score -2533258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2533258.250000 Penalty: 3273.649170
	Iteration 56Q: 3 clusters Score -2533258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2533260.250000 Penalty: 3273.649170
	Iteration 57Q: 3 clusters Score -2533260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2533260.250000 Penalty: 3273.649170
	Iteration 58F: 3 clusters Score -2533260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -97159.929688 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -97159.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95742.054688 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -95742.05 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96009.320312 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -96009.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96153.828125 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -96153.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96320.023438 Penalty: 2234.114502
	Iteration 3F: 3 clusters Score -96320.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96474.382812 Penalty: 2234.114502
	Iteration 4F: 3 clusters Score -96474.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96597.851562 Penalty: 2234.114502
	Iteration 5F: 3 clusters Score -96597.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96695.554688 Penalty: 2234.114502
	Iteration 6F: 3 clusters Score -96695.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -96760.539062 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -96760.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96813.984375 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -96813.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96857.898438 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -96857.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96874.343750 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -96874.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96882.203125 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -96882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96890.703125 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -96890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96895.585938 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -96895.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -96898.195312 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -96898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -96898.195312 Penalty: 2234.114502
	Iteration 15F: 3 clusters Score -96898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -253790.609375 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -253790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251331.062500 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -251331.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -251932.546875 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -251932.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -252085.125000 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -252085.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -252217.765625 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -252217.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -252333.906250 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -252333.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -252449.687500 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -252449.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252557.046875 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -252557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252632.234375 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -252632.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -252686.609375 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -252686.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -252731.671875 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -252731.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252779.234375 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -252779.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -252823.234375 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -252823.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252877.781250 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -252877.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -252932.656250 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -252932.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252985.687500 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -252985.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253040.531250 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -253040.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -253073.531250 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -253073.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -253101.546875 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -253101.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -253120.328125 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -253120.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253128.734375 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -253128.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253134.250000 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -253134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253137.625000 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -253137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -253140.687500 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -253140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -253143.546875 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -253143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253144.781250 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -253144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253145.375000 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -253145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -253145.187500 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -253145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -253145.859375 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -253145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -253145.859375 Penalty: 2558.547852
	Iteration 28F: 3 clusters Score -253145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Entering Unmasked Estep 
Score: -3742769.500000 Penalty: 1706.792725
	Iteration 0F: 2 clusters Score -3742770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3718233.000000 Penalty: 3413.585449
	Iteration 0F: 3 clusters Score -3718233 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3727591.750000 Penalty: 3413.585449
	Iteration 1F: 3 clusters Score -3727592 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3727912.000000 Penalty: 3413.585449
	Iteration 2Q: 3 clusters Score -3727912 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3728222.500000 Penalty: 3413.585449
	Iteration 3Q: 3 clusters Score -3728222 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3728572.500000 Penalty: 3413.585449
	Iteration 4Q: 3 clusters Score -3728572 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3728985.000000 Penalty: 3413.585449
	Iteration 5Q: 3 clusters Score -3728985 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3729579.000000 Penalty: 3413.585449
	Iteration 6Q: 3 clusters Score -3729579 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3730707.250000 Penalty: 3413.585449
	Iteration 7F: 3 clusters Score -3730707 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3732520.000000 Penalty: 3413.585449
	Iteration 8F: 3 clusters Score -3732520 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3735002.750000 Penalty: 3413.585449
	Iteration 9F: 3 clusters Score -3735003 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3737584.500000 Penalty: 3413.585449
	Iteration 10F: 3 clusters Score -3737584 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3739388.750000 Penalty: 3413.585449
	Iteration 11F: 3 clusters Score -3739389 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -3740440.500000 Penalty: 3413.585449
	Iteration 12Q: 3 clusters Score -3740440 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -3740894.250000 Penalty: 3413.585449
	Iteration 13Q: 3 clusters Score -3740894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -3741074.000000 Penalty: 3413.585449
	Iteration 14Q: 3 clusters Score -3741074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3741152.000000 Penalty: 3413.585449
	Iteration 15Q: 3 clusters Score -3741152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -3741214.500000 Penalty: 3413.585449
	Iteration 16Q: 3 clusters Score -3741214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3741244.250000 Penalty: 3413.585449
	Iteration 17Q: 3 clusters Score -3741244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3741259.500000 Penalty: 3413.585449
	Iteration 18Q: 3 clusters Score -3741260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -3741266.250000 Penalty: 3413.585449
	Iteration 19Q: 3 clusters Score -3741266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -3741274.250000 Penalty: 3413.585449
	Iteration 20F: 3 clusters Score -3741274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3741288.500000 Penalty: 3413.585449
	Iteration 21Q: 3 clusters Score -3741288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3741295.500000 Penalty: 3413.585449
	Iteration 22Q: 3 clusters Score -3741296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -3741298.750000 Penalty: 3413.585449
	Iteration 23Q: 3 clusters Score -3741299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3741302.250000 Penalty: 3413.585449
	Iteration 24Q: 3 clusters Score -3741302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3741302.250000 Penalty: 3413.585449
	Iteration 25F: 3 clusters Score -3741302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (206024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206024 members 
Entering Unmasked Estep 
Score: -21645252.000000 Penalty: 1988.309082
	Iteration 0F: 2 clusters Score -2.164525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -21509684.000000 Penalty: 3976.618164
	Iteration 0F: 3 clusters Score -2.150968e+07 nChanged 99917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -21568936.000000 Penalty: 3976.618164
	Iteration 1F: 3 clusters Score -2.156894e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -21570338.000000 Penalty: 3976.618164
	Iteration 2Q: 3 clusters Score -2.157034e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -21573238.000000 Penalty: 3976.618164
	Iteration 3Q: 3 clusters Score -2.157324e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -21578638.000000 Penalty: 3976.618164
	Iteration 4Q: 3 clusters Score -2.157864e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -21588650.000000 Penalty: 3976.618164
	Iteration 5F: 3 clusters Score -2.158865e+07 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -21604036.000000 Penalty: 3976.618164
	Iteration 6F: 3 clusters Score -2.160404e+07 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 180705 members 
Entering Unmasked Estep 
Score: -21620704.000000 Penalty: 3976.618164
	Iteration 7F: 3 clusters Score -2.16207e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -21633584.000000 Penalty: 3976.618164
	Iteration 8F: 3 clusters Score -2.163358e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 201536 members 
Entering Unmasked Estep 
Score: -21639836.000000 Penalty: 3976.618164
	Iteration 9Q: 3 clusters Score -2.163984e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 204461 members 
Entering Unmasked Estep 
Score: -21642236.000000 Penalty: 3976.618164
	Iteration 10Q: 3 clusters Score -2.164224e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 205394 members 
Entering Unmasked Estep 
Score: -21643042.000000 Penalty: 3976.618164
	Iteration 11Q: 3 clusters Score -2.164304e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 205680 members 
Entering Unmasked Estep 
Score: -21643320.000000 Penalty: 3976.618164
	Iteration 12Q: 3 clusters Score -2.164332e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 205768 members 
Entering Unmasked Estep 
Score: -21643396.000000 Penalty: 3976.618164
	Iteration 13Q: 3 clusters Score -2.16434e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 205805 members 
Entering Unmasked Estep 
Score: -21643468.000000 Penalty: 3976.618164
	Iteration 14Q: 3 clusters Score -2.164347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205817 members 
Entering Unmasked Estep 
Score: -21643484.000000 Penalty: 3976.618164
	Iteration 15Q: 3 clusters Score -2.164348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205832 members 
Entering Unmasked Estep 
Score: -21643492.000000 Penalty: 3976.618164
	Iteration 16Q: 3 clusters Score -2.164349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -21643502.000000 Penalty: 3976.618164
	Iteration 17Q: 3 clusters Score -2.16435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -21643496.000000 Penalty: 3976.618164
	Iteration 18Q: 3 clusters Score -2.16435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205838 members 
Entering Unmasked Estep 
Score: -21643504.000000 Penalty: 3976.618164
	Iteration 19Q: 3 clusters Score -2.16435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -21643494.000000 Penalty: 3976.618164
	Iteration 20F: 3 clusters Score -2.164349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205838 members 
Entering Unmasked Estep 
Score: -21643496.000000 Penalty: 3976.618164
	Iteration 21Q: 3 clusters Score -2.16435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205838 members 
Entering Unmasked Estep 
Score: -21643496.000000 Penalty: 3976.618164
	Iteration 22F: 3 clusters Score -2.16435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Entering Unmasked Estep 
Score: -5041111.500000 Penalty: 1748.897339
	Iteration 0F: 2 clusters Score -5041112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5009581.000000 Penalty: 3497.794678
	Iteration 0F: 3 clusters Score -5009581 nChanged 22045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -5021862.500000 Penalty: 3497.794678
	Iteration 1F: 3 clusters Score -5021862 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5022331.000000 Penalty: 3497.794678
	Iteration 2Q: 3 clusters Score -5022331 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -5022785.000000 Penalty: 3497.794678
	Iteration 3Q: 3 clusters Score -5022785 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5023285.500000 Penalty: 3497.794678
	Iteration 4Q: 3 clusters Score -5023286 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5023751.500000 Penalty: 3497.794678
	Iteration 5Q: 3 clusters Score -5023752 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5024197.000000 Penalty: 3497.794678
	Iteration 6Q: 3 clusters Score -5024197 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5024658.500000 Penalty: 3497.794678
	Iteration 7Q: 3 clusters Score -5024658 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5025164.500000 Penalty: 3497.794678
	Iteration 8Q: 3 clusters Score -5025164 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5025811.500000 Penalty: 3497.794678
	Iteration 9Q: 3 clusters Score -5025812 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5026739.000000 Penalty: 3497.794678
	Iteration 10Q: 3 clusters Score -5026739 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -5028102.000000 Penalty: 3497.794678
	Iteration 11Q: 3 clusters Score -5028102 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5029516.000000 Penalty: 3497.794678
	Iteration 12Q: 3 clusters Score -5029516 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5030868.000000 Penalty: 3497.794678
	Iteration 13Q: 3 clusters Score -5030868 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5031594.000000 Penalty: 3497.794678
	Iteration 14Q: 3 clusters Score -5031594 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5031959.000000 Penalty: 3497.794678
	Iteration 15Q: 3 clusters Score -5031959 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5032164.000000 Penalty: 3497.794678
	Iteration 16Q: 3 clusters Score -5032164 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5032283.500000 Penalty: 3497.794678
	Iteration 17Q: 3 clusters Score -5032284 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5032429.000000 Penalty: 3497.794678
	Iteration 18Q: 3 clusters Score -5032429 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -5032539.000000 Penalty: 3497.794678
	Iteration 19Q: 3 clusters Score -5032539 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5032661.000000 Penalty: 3497.794678
	Iteration 20F: 3 clusters Score -5032661 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5032798.000000 Penalty: 3497.794678
	Iteration 21Q: 3 clusters Score -5032798 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -5032935.000000 Penalty: 3497.794678
	Iteration 22Q: 3 clusters Score -5032935 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5033075.500000 Penalty: 3497.794678
	Iteration 23Q: 3 clusters Score -5033076 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5033215.000000 Penalty: 3497.794678
	Iteration 24Q: 3 clusters Score -5033215 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -5033393.000000 Penalty: 3497.794678
	Iteration 25Q: 3 clusters Score -5033393 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5033598.000000 Penalty: 3497.794678
	Iteration 26Q: 3 clusters Score -5033598 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5033783.500000 Penalty: 3497.794678
	Iteration 27Q: 3 clusters Score -5033784 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -5034054.000000 Penalty: 3497.794678
	Iteration 28Q: 3 clusters Score -5034054 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -5034304.000000 Penalty: 3497.794678
	Iteration 29Q: 3 clusters Score -5034304 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5034580.000000 Penalty: 3497.794678
	Iteration 30Q: 3 clusters Score -5034580 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -5034856.000000 Penalty: 3497.794678
	Iteration 31Q: 3 clusters Score -5034856 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5035171.000000 Penalty: 3497.794678
	Iteration 32Q: 3 clusters Score -5035171 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5035461.000000 Penalty: 3497.794678
	Iteration 33Q: 3 clusters Score -5035461 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5035773.500000 Penalty: 3497.794678
	Iteration 34Q: 3 clusters Score -5035774 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5036072.000000 Penalty: 3497.794678
	Iteration 35Q: 3 clusters Score -5036072 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5036357.000000 Penalty: 3497.794678
	Iteration 36Q: 3 clusters Score -5036357 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5036722.000000 Penalty: 3497.794678
	Iteration 37Q: 3 clusters Score -5036722 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5037132.000000 Penalty: 3497.794678
	Iteration 38Q: 3 clusters Score -5037132 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5037576.000000 Penalty: 3497.794678
	Iteration 39Q: 3 clusters Score -5037576 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5038029.500000 Penalty: 3497.794678
	Iteration 40F: 3 clusters Score -5038030 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5038405.500000 Penalty: 3497.794678
	Iteration 41Q: 3 clusters Score -5038406 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5038675.500000 Penalty: 3497.794678
	Iteration 42Q: 3 clusters Score -5038676 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5038920.000000 Penalty: 3497.794678
	Iteration 43Q: 3 clusters Score -5038920 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5039114.500000 Penalty: 3497.794678
	Iteration 44Q: 3 clusters Score -5039114 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5039246.000000 Penalty: 3497.794678
	Iteration 45Q: 3 clusters Score -5039246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5039331.500000 Penalty: 3497.794678
	Iteration 46Q: 3 clusters Score -5039332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5039390.500000 Penalty: 3497.794678
	Iteration 47Q: 3 clusters Score -5039390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5039418.000000 Penalty: 3497.794678
	Iteration 48Q: 3 clusters Score -5039418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5039442.500000 Penalty: 3497.794678
	Iteration 49Q: 3 clusters Score -5039442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5039460.000000 Penalty: 3497.794678
	Iteration 50Q: 3 clusters Score -5039460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5039485.500000 Penalty: 3497.794678
	Iteration 51Q: 3 clusters Score -5039486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5039504.000000 Penalty: 3497.794678
	Iteration 52Q: 3 clusters Score -5039504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5039519.500000 Penalty: 3497.794678
	Iteration 53Q: 3 clusters Score -5039520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5039536.500000 Penalty: 3497.794678
	Iteration 54Q: 3 clusters Score -5039536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5039544.000000 Penalty: 3497.794678
	Iteration 55Q: 3 clusters Score -5039544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5039552.000000 Penalty: 3497.794678
	Iteration 56Q: 3 clusters Score -5039552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5039562.000000 Penalty: 3497.794678
	Iteration 57Q: 3 clusters Score -5039562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5039576.500000 Penalty: 3497.794678
	Iteration 58Q: 3 clusters Score -5039576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5039591.000000 Penalty: 3497.794678
	Iteration 59Q: 3 clusters Score -5039591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5039592.000000 Penalty: 3497.794678
	Iteration 60F: 3 clusters Score -5039592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5039602.500000 Penalty: 3497.794678
	Iteration 61Q: 3 clusters Score -5039602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5039610.500000 Penalty: 3497.794678
	Iteration 62Q: 3 clusters Score -5039610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5039613.500000 Penalty: 3497.794678
	Iteration 63Q: 3 clusters Score -5039614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5039614.000000 Penalty: 3497.794678
	Iteration 64Q: 3 clusters Score -5039614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5039620.000000 Penalty: 3497.794678
	Iteration 65Q: 3 clusters Score -5039620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5039621.500000 Penalty: 3497.794678
	Iteration 66Q: 3 clusters Score -5039622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5039622.500000 Penalty: 3497.794678
	Iteration 67Q: 3 clusters Score -5039622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5039622.500000 Penalty: 3497.794678
	Iteration 68Q: 3 clusters Score -5039622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5039626.500000 Penalty: 3497.794678
	Iteration 69Q: 3 clusters Score -5039626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5039635.000000 Penalty: 3497.794678
	Iteration 70Q: 3 clusters Score -5039635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5039635.500000 Penalty: 3497.794678
	Iteration 71Q: 3 clusters Score -5039636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5039639.000000 Penalty: 3497.794678
	Iteration 72Q: 3 clusters Score -5039639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5039645.000000 Penalty: 3497.794678
	Iteration 73Q: 3 clusters Score -5039645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5039644.500000 Penalty: 3497.794678
	Iteration 74Q: 3 clusters Score -5039644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5039647.500000 Penalty: 3497.794678
	Iteration 75Q: 3 clusters Score -5039648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5039644.000000 Penalty: 3497.794678
	Iteration 76Q: 3 clusters Score -5039644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5039644.000000 Penalty: 3497.794678
	Iteration 77F: 3 clusters Score -5039644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Entering Unmasked Estep 
Score: -6919492.000000 Penalty: 1800.164185
	Iteration 0F: 2 clusters Score -6919492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6876307.000000 Penalty: 3600.328369
	Iteration 0F: 3 clusters Score -6876307 nChanged 30744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -6893478.000000 Penalty: 3600.328369
	Iteration 1F: 3 clusters Score -6893478 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -6893964.000000 Penalty: 3600.328369
	Iteration 2Q: 3 clusters Score -6893964 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -6894473.500000 Penalty: 3600.328369
	Iteration 3Q: 3 clusters Score -6894474 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -6894925.500000 Penalty: 3600.328369
	Iteration 4Q: 3 clusters Score -6894926 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -6895533.500000 Penalty: 3600.328369
	Iteration 5Q: 3 clusters Score -6895534 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -6896238.500000 Penalty: 3600.328369
	Iteration 6Q: 3 clusters Score -6896238 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -6897228.000000 Penalty: 3600.328369
	Iteration 7Q: 3 clusters Score -6897228 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -6898606.500000 Penalty: 3600.328369
	Iteration 8Q: 3 clusters Score -6898606 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -6900796.000000 Penalty: 3600.328369
	Iteration 9F: 3 clusters Score -6900796 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6903644.500000 Penalty: 3600.328369
	Iteration 10F: 3 clusters Score -6903644 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6907077.500000 Penalty: 3600.328369
	Iteration 11F: 3 clusters Score -6907078 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6909877.500000 Penalty: 3600.328369
	Iteration 12F: 3 clusters Score -6909878 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6911531.500000 Penalty: 3600.328369
	Iteration 13Q: 3 clusters Score -6911532 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -6912602.500000 Penalty: 3600.328369
	Iteration 14Q: 3 clusters Score -6912602 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6913343.000000 Penalty: 3600.328369
	Iteration 15Q: 3 clusters Score -6913343 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -6913967.000000 Penalty: 3600.328369
	Iteration 16Q: 3 clusters Score -6913967 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6914436.500000 Penalty: 3600.328369
	Iteration 17Q: 3 clusters Score -6914436 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -6914825.500000 Penalty: 3600.328369
	Iteration 18Q: 3 clusters Score -6914826 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -6915143.500000 Penalty: 3600.328369
	Iteration 19Q: 3 clusters Score -6915144 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -6915467.500000 Penalty: 3600.328369
	Iteration 20F: 3 clusters Score -6915468 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -6915671.000000 Penalty: 3600.328369
	Iteration 21Q: 3 clusters Score -6915671 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -6915890.000000 Penalty: 3600.328369
	Iteration 22Q: 3 clusters Score -6915890 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -6916072.000000 Penalty: 3600.328369
	Iteration 23Q: 3 clusters Score -6916072 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -6916238.000000 Penalty: 3600.328369
	Iteration 24Q: 3 clusters Score -6916238 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -6916407.500000 Penalty: 3600.328369
	Iteration 25Q: 3 clusters Score -6916408 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -6916557.500000 Penalty: 3600.328369
	Iteration 26Q: 3 clusters Score -6916558 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -6916699.000000 Penalty: 3600.328369
	Iteration 27Q: 3 clusters Score -6916699 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -6916818.500000 Penalty: 3600.328369
	Iteration 28Q: 3 clusters Score -6916818 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -6916952.000000 Penalty: 3600.328369
	Iteration 29Q: 3 clusters Score -6916952 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -6917051.500000 Penalty: 3600.328369
	Iteration 30Q: 3 clusters Score -6917052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -6917174.500000 Penalty: 3600.328369
	Iteration 31Q: 3 clusters Score -6917174 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -6917255.000000 Penalty: 3600.328369
	Iteration 32Q: 3 clusters Score -6917255 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -6917350.000000 Penalty: 3600.328369
	Iteration 33Q: 3 clusters Score -6917350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -6917402.000000 Penalty: 3600.328369
	Iteration 34Q: 3 clusters Score -6917402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -6917466.000000 Penalty: 3600.328369
	Iteration 35Q: 3 clusters Score -6917466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -6917515.000000 Penalty: 3600.328369
	Iteration 36Q: 3 clusters Score -6917515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -6917556.500000 Penalty: 3600.328369
	Iteration 37Q: 3 clusters Score -6917556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -6917589.500000 Penalty: 3600.328369
	Iteration 38Q: 3 clusters Score -6917590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -6917623.500000 Penalty: 3600.328369
	Iteration 39Q: 3 clusters Score -6917624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -6917666.500000 Penalty: 3600.328369
	Iteration 40F: 3 clusters Score -6917666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -6917731.000000 Penalty: 3600.328369
	Iteration 41Q: 3 clusters Score -6917731 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -6917769.500000 Penalty: 3600.328369
	Iteration 42Q: 3 clusters Score -6917770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -6917804.000000 Penalty: 3600.328369
	Iteration 43Q: 3 clusters Score -6917804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -6917814.000000 Penalty: 3600.328369
	Iteration 44Q: 3 clusters Score -6917814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -6917828.500000 Penalty: 3600.328369
	Iteration 45Q: 3 clusters Score -6917828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -6917849.500000 Penalty: 3600.328369
	Iteration 46Q: 3 clusters Score -6917850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -6917852.000000 Penalty: 3600.328369
	Iteration 47Q: 3 clusters Score -6917852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -6917856.000000 Penalty: 3600.328369
	Iteration 48Q: 3 clusters Score -6917856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -6917863.500000 Penalty: 3600.328369
	Iteration 49Q: 3 clusters Score -6917864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -6917874.500000 Penalty: 3600.328369
	Iteration 50Q: 3 clusters Score -6917874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -6917878.500000 Penalty: 3600.328369
	Iteration 51Q: 3 clusters Score -6917878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -6917881.500000 Penalty: 3600.328369
	Iteration 52Q: 3 clusters Score -6917882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -6917885.500000 Penalty: 3600.328369
	Iteration 53Q: 3 clusters Score -6917886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -6917887.000000 Penalty: 3600.328369
	Iteration 54Q: 3 clusters Score -6917887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -6917892.000000 Penalty: 3600.328369
	Iteration 55Q: 3 clusters Score -6917892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -6917905.000000 Penalty: 3600.328369
	Iteration 56Q: 3 clusters Score -6917905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -6917914.000000 Penalty: 3600.328369
	Iteration 57Q: 3 clusters Score -6917914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -6917909.000000 Penalty: 3600.328369
	Iteration 58Q: 3 clusters Score -6917909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -6917915.000000 Penalty: 3600.328369
	Iteration 59Q: 3 clusters Score -6917915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -6917912.500000 Penalty: 3600.328369
	Iteration 60F: 3 clusters Score -6917912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -6917912.500000 Penalty: 3600.328369
	Iteration 61Q: 3 clusters Score -6917912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -6917917.500000 Penalty: 3600.328369
	Iteration 62Q: 3 clusters Score -6917918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -6917917.500000 Penalty: 3600.328369
	Iteration 63Q: 3 clusters Score -6917918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -6917927.000000 Penalty: 3600.328369
	Iteration 64Q: 3 clusters Score -6917927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -6917936.000000 Penalty: 3600.328369
	Iteration 65Q: 3 clusters Score -6917936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -6917936.000000 Penalty: 3600.328369
	Iteration 66Q: 3 clusters Score -6917936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -6917942.000000 Penalty: 3600.328369
	Iteration 67Q: 3 clusters Score -6917942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -6917944.500000 Penalty: 3600.328369
	Iteration 68Q: 3 clusters Score -6917944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -6917950.000000 Penalty: 3600.328369
	Iteration 69Q: 3 clusters Score -6917950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -6917944.500000 Penalty: 3600.328369
	Iteration 70Q: 3 clusters Score -6917944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -6917946.000000 Penalty: 3600.328369
	Iteration 71Q: 3 clusters Score -6917946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -6917945.000000 Penalty: 3600.328369
	Iteration 72Q: 3 clusters Score -6917945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -6917948.500000 Penalty: 3600.328369
	Iteration 73Q: 3 clusters Score -6917948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -6917950.500000 Penalty: 3600.328369
	Iteration 74Q: 3 clusters Score -6917950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -6917946.500000 Penalty: 3600.328369
	Iteration 75Q: 3 clusters Score -6917946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -6917943.500000 Penalty: 3600.328369
	Iteration 76Q: 3 clusters Score -6917944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -6917945.000000 Penalty: 3600.328369
	Iteration 77Q: 3 clusters Score -6917945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -6917945.500000 Penalty: 3600.328369
	Iteration 78Q: 3 clusters Score -6917946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -6917951.000000 Penalty: 3600.328369
	Iteration 79Q: 3 clusters Score -6917951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -6917955.000000 Penalty: 3600.328369
	Iteration 80F: 3 clusters Score -6917955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -6917950.000000 Penalty: 3600.328369
	Iteration 81Q: 3 clusters Score -6917950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -6917950.500000 Penalty: 3600.328369
	Iteration 82Q: 3 clusters Score -6917950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -6917947.000000 Penalty: 3600.328369
	Iteration 83Q: 3 clusters Score -6917947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -6917947.000000 Penalty: 3600.328369
	Iteration 84F: 3 clusters Score -6917947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Entering Unmasked Estep 
Score: -3203931.250000 Penalty: 1674.787231
	Iteration 0F: 2 clusters Score -3203931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3183704.500000 Penalty: 3349.574463
	Iteration 0F: 3 clusters Score -3183704 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3191419.750000 Penalty: 3349.574463
	Iteration 1F: 3 clusters Score -3191420 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3191818.000000 Penalty: 3349.574463
	Iteration 2Q: 3 clusters Score -3191818 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3192216.250000 Penalty: 3349.574463
	Iteration 3Q: 3 clusters Score -3192216 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3192711.500000 Penalty: 3349.574463
	Iteration 4Q: 3 clusters Score -3192712 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3193360.250000 Penalty: 3349.574463
	Iteration 5Q: 3 clusters Score -3193360 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3194375.750000 Penalty: 3349.574463
	Iteration 6F: 3 clusters Score -3194376 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3195988.500000 Penalty: 3349.574463
	Iteration 7F: 3 clusters Score -3195988 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3197953.750000 Penalty: 3349.574463
	Iteration 8F: 3 clusters Score -3197954 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3199640.750000 Penalty: 3349.574463
	Iteration 9F: 3 clusters Score -3199641 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3200729.500000 Penalty: 3349.574463
	Iteration 10Q: 3 clusters Score -3200730 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3201376.000000 Penalty: 3349.574463
	Iteration 11Q: 3 clusters Score -3201376 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3201733.250000 Penalty: 3349.574463
	Iteration 12Q: 3 clusters Score -3201733 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3201966.500000 Penalty: 3349.574463
	Iteration 13Q: 3 clusters Score -3201966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3202101.750000 Penalty: 3349.574463
	Iteration 14Q: 3 clusters Score -3202102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3202181.750000 Penalty: 3349.574463
	Iteration 15Q: 3 clusters Score -3202182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3202238.500000 Penalty: 3349.574463
	Iteration 16Q: 3 clusters Score -3202238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3202296.250000 Penalty: 3349.574463
	Iteration 17Q: 3 clusters Score -3202296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3202329.500000 Penalty: 3349.574463
	Iteration 18Q: 3 clusters Score -3202330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3202342.000000 Penalty: 3349.574463
	Iteration 19Q: 3 clusters Score -3202342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3202355.500000 Penalty: 3349.574463
	Iteration 20F: 3 clusters Score -3202356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3202368.250000 Penalty: 3349.574463
	Iteration 21Q: 3 clusters Score -3202368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3202381.750000 Penalty: 3349.574463
	Iteration 22Q: 3 clusters Score -3202382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3202395.250000 Penalty: 3349.574463
	Iteration 23Q: 3 clusters Score -3202395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3202404.500000 Penalty: 3349.574463
	Iteration 24Q: 3 clusters Score -3202404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3202407.750000 Penalty: 3349.574463
	Iteration 25Q: 3 clusters Score -3202408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3202415.750000 Penalty: 3349.574463
	Iteration 26Q: 3 clusters Score -3202416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3202427.750000 Penalty: 3349.574463
	Iteration 27Q: 3 clusters Score -3202428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3202432.000000 Penalty: 3349.574463
	Iteration 28Q: 3 clusters Score -3202432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3202438.250000 Penalty: 3349.574463
	Iteration 29Q: 3 clusters Score -3202438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3202442.000000 Penalty: 3349.574463
	Iteration 30Q: 3 clusters Score -3202442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3202452.750000 Penalty: 3349.574463
	Iteration 31Q: 3 clusters Score -3202453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3202454.000000 Penalty: 3349.574463
	Iteration 32Q: 3 clusters Score -3202454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3202460.250000 Penalty: 3349.574463
	Iteration 33Q: 3 clusters Score -3202460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3202469.750000 Penalty: 3349.574463
	Iteration 34Q: 3 clusters Score -3202470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3202475.750000 Penalty: 3349.574463
	Iteration 35Q: 3 clusters Score -3202476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3202483.500000 Penalty: 3349.574463
	Iteration 36Q: 3 clusters Score -3202484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3202486.500000 Penalty: 3349.574463
	Iteration 37Q: 3 clusters Score -3202486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3202487.000000 Penalty: 3349.574463
	Iteration 38Q: 3 clusters Score -3202487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3202487.250000 Penalty: 3349.574463
	Iteration 39Q: 3 clusters Score -3202487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3202487.500000 Penalty: 3349.574463
	Iteration 40F: 3 clusters Score -3202488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3202492.500000 Penalty: 3349.574463
	Iteration 41Q: 3 clusters Score -3202492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3202492.500000 Penalty: 3349.574463
	Iteration 42F: 3 clusters Score -3202492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Entering Unmasked Estep 
Score: -2082190.125000 Penalty: 1604.726807
	Iteration 0F: 2 clusters Score -2082190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2068922.750000 Penalty: 3209.453613
	Iteration 0F: 3 clusters Score -2068923 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2073655.000000 Penalty: 3209.453613
	Iteration 1F: 3 clusters Score -2073655 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2073936.500000 Penalty: 3209.453613
	Iteration 2Q: 3 clusters Score -2073936 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2074185.125000 Penalty: 3209.453613
	Iteration 3Q: 3 clusters Score -2074185 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2074424.875000 Penalty: 3209.453613
	Iteration 4Q: 3 clusters Score -2074425 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2074705.250000 Penalty: 3209.453613
	Iteration 5Q: 3 clusters Score -2074705 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2075046.250000 Penalty: 3209.453613
	Iteration 6Q: 3 clusters Score -2075046 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2075439.250000 Penalty: 3209.453613
	Iteration 7Q: 3 clusters Score -2075439 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2075873.500000 Penalty: 3209.453613
	Iteration 8Q: 3 clusters Score -2075874 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2076419.500000 Penalty: 3209.453613
	Iteration 9Q: 3 clusters Score -2076420 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2076978.000000 Penalty: 3209.453613
	Iteration 10Q: 3 clusters Score -2076978 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2077591.500000 Penalty: 3209.453613
	Iteration 11Q: 3 clusters Score -2077592 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2078164.625000 Penalty: 3209.453613
	Iteration 12Q: 3 clusters Score -2078165 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2078636.375000 Penalty: 3209.453613
	Iteration 13Q: 3 clusters Score -2078636 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2078968.500000 Penalty: 3209.453613
	Iteration 14Q: 3 clusters Score -2078968 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2079203.125000 Penalty: 3209.453613
	Iteration 15Q: 3 clusters Score -2079203 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2079420.125000 Penalty: 3209.453613
	Iteration 16Q: 3 clusters Score -2079420 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2079608.500000 Penalty: 3209.453613
	Iteration 17Q: 3 clusters Score -2079608 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2079771.500000 Penalty: 3209.453613
	Iteration 18Q: 3 clusters Score -2079772 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2079907.125000 Penalty: 3209.453613
	Iteration 19Q: 3 clusters Score -2079907 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2080021.500000 Penalty: 3209.453613
	Iteration 20F: 3 clusters Score -2080022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2080119.000000 Penalty: 3209.453613
	Iteration 21Q: 3 clusters Score -2080119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2080188.875000 Penalty: 3209.453613
	Iteration 22Q: 3 clusters Score -2080189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2080255.875000 Penalty: 3209.453613
	Iteration 23Q: 3 clusters Score -2080256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2080326.250000 Penalty: 3209.453613
	Iteration 24Q: 3 clusters Score -2080326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2080385.875000 Penalty: 3209.453613
	Iteration 25Q: 3 clusters Score -2080386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2080439.750000 Penalty: 3209.453613
	Iteration 26Q: 3 clusters Score -2080440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2080492.875000 Penalty: 3209.453613
	Iteration 27Q: 3 clusters Score -2080493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2080553.250000 Penalty: 3209.453613
	Iteration 28Q: 3 clusters Score -2080553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2080603.250000 Penalty: 3209.453613
	Iteration 29Q: 3 clusters Score -2080603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2080636.250000 Penalty: 3209.453613
	Iteration 30Q: 3 clusters Score -2080636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2080663.125000 Penalty: 3209.453613
	Iteration 31Q: 3 clusters Score -2080663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2080691.250000 Penalty: 3209.453613
	Iteration 32Q: 3 clusters Score -2080691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2080712.875000 Penalty: 3209.453613
	Iteration 33Q: 3 clusters Score -2080713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2080733.875000 Penalty: 3209.453613
	Iteration 34Q: 3 clusters Score -2080734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2080751.000000 Penalty: 3209.453613
	Iteration 35Q: 3 clusters Score -2080751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2080763.625000 Penalty: 3209.453613
	Iteration 36Q: 3 clusters Score -2080764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2080771.125000 Penalty: 3209.453613
	Iteration 37Q: 3 clusters Score -2080771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2080778.750000 Penalty: 3209.453613
	Iteration 38Q: 3 clusters Score -2080779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2080783.000000 Penalty: 3209.453613
	Iteration 39Q: 3 clusters Score -2080783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2080787.625000 Penalty: 3209.453613
	Iteration 40F: 3 clusters Score -2080788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2080788.750000 Penalty: 3209.453613
	Iteration 41Q: 3 clusters Score -2080789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2080792.000000 Penalty: 3209.453613
	Iteration 42Q: 3 clusters Score -2080792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2080796.500000 Penalty: 3209.453613
	Iteration 43Q: 3 clusters Score -2080796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2080799.000000 Penalty: 3209.453613
	Iteration 44Q: 3 clusters Score -2080799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2080801.875000 Penalty: 3209.453613
	Iteration 45Q: 3 clusters Score -2080802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2080806.500000 Penalty: 3209.453613
	Iteration 46Q: 3 clusters Score -2080806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2080809.875000 Penalty: 3209.453613
	Iteration 47Q: 3 clusters Score -2080810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2080812.500000 Penalty: 3209.453613
	Iteration 48Q: 3 clusters Score -2080812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2080817.625000 Penalty: 3209.453613
	Iteration 49Q: 3 clusters Score -2080818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2080823.000000 Penalty: 3209.453613
	Iteration 50Q: 3 clusters Score -2080823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2080822.750000 Penalty: 3209.453613
	Iteration 51Q: 3 clusters Score -2080823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2080829.375000 Penalty: 3209.453613
	Iteration 52Q: 3 clusters Score -2080829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2080831.750000 Penalty: 3209.453613
	Iteration 53Q: 3 clusters Score -2080832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2080833.500000 Penalty: 3209.453613
	Iteration 54Q: 3 clusters Score -2080834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2080837.125000 Penalty: 3209.453613
	Iteration 55Q: 3 clusters Score -2080837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2080834.500000 Penalty: 3209.453613
	Iteration 56Q: 3 clusters Score -2080834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2080838.250000 Penalty: 3209.453613
	Iteration 57Q: 3 clusters Score -2080838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2080842.625000 Penalty: 3209.453613
	Iteration 58Q: 3 clusters Score -2080843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2080846.000000 Penalty: 3209.453613
	Iteration 59Q: 3 clusters Score -2080846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2080848.625000 Penalty: 3209.453613
	Iteration 60F: 3 clusters Score -2080849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2080847.125000 Penalty: 3209.453613
	Iteration 61Q: 3 clusters Score -2080847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2080847.125000 Penalty: 3209.453613
	Iteration 62F: 3 clusters Score -2080847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Entering Unmasked Estep 
Score: -5056800.000000 Penalty: 1750.275269
	Iteration 0F: 2 clusters Score -5056800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5024701.000000 Penalty: 3500.550537
	Iteration 0F: 3 clusters Score -5024701 nChanged 22494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5038092.000000 Penalty: 3500.550537
	Iteration 1F: 3 clusters Score -5038092 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5039415.000000 Penalty: 3500.550537
	Iteration 2F: 3 clusters Score -5039415 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5041444.500000 Penalty: 3500.550537
	Iteration 3F: 3 clusters Score -5041444 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5043922.000000 Penalty: 3500.550537
	Iteration 4F: 3 clusters Score -5043922 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -5046264.000000 Penalty: 3500.550537
	Iteration 5F: 3 clusters Score -5046264 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -5048189.500000 Penalty: 3500.550537
	Iteration 6F: 3 clusters Score -5048190 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -5049690.500000 Penalty: 3500.550537
	Iteration 7F: 3 clusters Score -5049690 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -5050811.500000 Penalty: 3500.550537
	Iteration 8Q: 3 clusters Score -5050812 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -5051651.000000 Penalty: 3500.550537
	Iteration 9Q: 3 clusters Score -5051651 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5052317.500000 Penalty: 3500.550537
	Iteration 10Q: 3 clusters Score -5052318 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5052808.000000 Penalty: 3500.550537
	Iteration 11Q: 3 clusters Score -5052808 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5053155.000000 Penalty: 3500.550537
	Iteration 12Q: 3 clusters Score -5053155 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5053460.000000 Penalty: 3500.550537
	Iteration 13Q: 3 clusters Score -5053460 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5053749.500000 Penalty: 3500.550537
	Iteration 14Q: 3 clusters Score -5053750 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5053956.500000 Penalty: 3500.550537
	Iteration 15Q: 3 clusters Score -5053956 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5054124.500000 Penalty: 3500.550537
	Iteration 16Q: 3 clusters Score -5054124 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5054320.500000 Penalty: 3500.550537
	Iteration 17Q: 3 clusters Score -5054320 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5054516.500000 Penalty: 3500.550537
	Iteration 18Q: 3 clusters Score -5054516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5054660.000000 Penalty: 3500.550537
	Iteration 19Q: 3 clusters Score -5054660 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5054786.500000 Penalty: 3500.550537
	Iteration 20F: 3 clusters Score -5054786 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5054883.000000 Penalty: 3500.550537
	Iteration 21Q: 3 clusters Score -5054883 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5054961.500000 Penalty: 3500.550537
	Iteration 22Q: 3 clusters Score -5054962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5055014.000000 Penalty: 3500.550537
	Iteration 23Q: 3 clusters Score -5055014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5055096.500000 Penalty: 3500.550537
	Iteration 24Q: 3 clusters Score -5055096 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5055143.000000 Penalty: 3500.550537
	Iteration 25Q: 3 clusters Score -5055143 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5055199.000000 Penalty: 3500.550537
	Iteration 26Q: 3 clusters Score -5055199 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -5055231.000000 Penalty: 3500.550537
	Iteration 27Q: 3 clusters Score -5055231 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5055273.000000 Penalty: 3500.550537
	Iteration 28Q: 3 clusters Score -5055273 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5055297.000000 Penalty: 3500.550537
	Iteration 29Q: 3 clusters Score -5055297 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5055319.500000 Penalty: 3500.550537
	Iteration 30Q: 3 clusters Score -5055320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5055371.000000 Penalty: 3500.550537
	Iteration 31Q: 3 clusters Score -5055371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5055396.000000 Penalty: 3500.550537
	Iteration 32Q: 3 clusters Score -5055396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5055404.500000 Penalty: 3500.550537
	Iteration 33Q: 3 clusters Score -5055404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5055401.000000 Penalty: 3500.550537
	Iteration 34Q: 3 clusters Score -5055401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5055419.000000 Penalty: 3500.550537
	Iteration 35Q: 3 clusters Score -5055419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5055442.500000 Penalty: 3500.550537
	Iteration 36Q: 3 clusters Score -5055442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5055466.500000 Penalty: 3500.550537
	Iteration 37Q: 3 clusters Score -5055466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5055468.000000 Penalty: 3500.550537
	Iteration 38Q: 3 clusters Score -5055468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -5055488.000000 Penalty: 3500.550537
	Iteration 39Q: 3 clusters Score -5055488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5055501.500000 Penalty: 3500.550537
	Iteration 40F: 3 clusters Score -5055502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5055507.000000 Penalty: 3500.550537
	Iteration 41Q: 3 clusters Score -5055507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -5055527.500000 Penalty: 3500.550537
	Iteration 42Q: 3 clusters Score -5055528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5055531.500000 Penalty: 3500.550537
	Iteration 43Q: 3 clusters Score -5055532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5055543.500000 Penalty: 3500.550537
	Iteration 44Q: 3 clusters Score -5055544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5055557.000000 Penalty: 3500.550537
	Iteration 45Q: 3 clusters Score -5055557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5055565.000000 Penalty: 3500.550537
	Iteration 46Q: 3 clusters Score -5055565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5055565.500000 Penalty: 3500.550537
	Iteration 47Q: 3 clusters Score -5055566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5055580.000000 Penalty: 3500.550537
	Iteration 48Q: 3 clusters Score -5055580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -5055587.500000 Penalty: 3500.550537
	Iteration 49Q: 3 clusters Score -5055588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5055595.000000 Penalty: 3500.550537
	Iteration 50Q: 3 clusters Score -5055595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5055607.000000 Penalty: 3500.550537
	Iteration 51Q: 3 clusters Score -5055607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5055607.500000 Penalty: 3500.550537
	Iteration 52Q: 3 clusters Score -5055608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5055596.000000 Penalty: 3500.550537
	Iteration 53Q: 3 clusters Score -5055596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5055598.500000 Penalty: 3500.550537
	Iteration 54Q: 3 clusters Score -5055598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5055599.500000 Penalty: 3500.550537
	Iteration 55Q: 3 clusters Score -5055600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5055600.500000 Penalty: 3500.550537
	Iteration 56Q: 3 clusters Score -5055600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5055603.500000 Penalty: 3500.550537
	Iteration 57Q: 3 clusters Score -5055604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5055597.500000 Penalty: 3500.550537
	Iteration 58Q: 3 clusters Score -5055598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -5055598.000000 Penalty: 3500.550537
	Iteration 59Q: 3 clusters Score -5055598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5055596.500000 Penalty: 3500.550537
	Iteration 60F: 3 clusters Score -5055596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5055599.000000 Penalty: 3500.550537
	Iteration 61Q: 3 clusters Score -5055599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -5055598.000000 Penalty: 3500.550537
	Iteration 62Q: 3 clusters Score -5055598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5055600.000000 Penalty: 3500.550537
	Iteration 63Q: 3 clusters Score -5055600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5055592.000000 Penalty: 3500.550537
	Iteration 64Q: 3 clusters Score -5055592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5055596.000000 Penalty: 3500.550537
	Iteration 65Q: 3 clusters Score -5055596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5055596.000000 Penalty: 3500.550537
	Iteration 66F: 3 clusters Score -5055596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Entering Unmasked Estep 
Score: -3767228.250000 Penalty: 1701.267944
	Iteration 0F: 2 clusters Score -3767228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3743543.500000 Penalty: 3402.535889
	Iteration 0F: 3 clusters Score -3743544 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3752673.250000 Penalty: 3402.535889
	Iteration 1F: 3 clusters Score -3752673 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3752997.250000 Penalty: 3402.535889
	Iteration 2Q: 3 clusters Score -3752997 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3753320.000000 Penalty: 3402.535889
	Iteration 3Q: 3 clusters Score -3753320 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3753626.500000 Penalty: 3402.535889
	Iteration 4Q: 3 clusters Score -3753626 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3753960.500000 Penalty: 3402.535889
	Iteration 5Q: 3 clusters Score -3753960 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3754388.500000 Penalty: 3402.535889
	Iteration 6Q: 3 clusters Score -3754388 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3755046.500000 Penalty: 3402.535889
	Iteration 7Q: 3 clusters Score -3755046 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3756008.500000 Penalty: 3402.535889
	Iteration 8Q: 3 clusters Score -3756008 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3757392.500000 Penalty: 3402.535889
	Iteration 9F: 3 clusters Score -3757392 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3758952.250000 Penalty: 3402.535889
	Iteration 10F: 3 clusters Score -3758952 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3760296.750000 Penalty: 3402.535889
	Iteration 11F: 3 clusters Score -3760297 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3761311.000000 Penalty: 3402.535889
	Iteration 12Q: 3 clusters Score -3761311 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3762005.750000 Penalty: 3402.535889
	Iteration 13Q: 3 clusters Score -3762006 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3762553.250000 Penalty: 3402.535889
	Iteration 14Q: 3 clusters Score -3762553 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3762993.250000 Penalty: 3402.535889
	Iteration 15Q: 3 clusters Score -3762993 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3763398.750000 Penalty: 3402.535889
	Iteration 16Q: 3 clusters Score -3763399 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3763719.250000 Penalty: 3402.535889
	Iteration 17Q: 3 clusters Score -3763719 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3763972.500000 Penalty: 3402.535889
	Iteration 18Q: 3 clusters Score -3763972 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3764206.750000 Penalty: 3402.535889
	Iteration 19Q: 3 clusters Score -3764207 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3764443.500000 Penalty: 3402.535889
	Iteration 20F: 3 clusters Score -3764444 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3764663.250000 Penalty: 3402.535889
	Iteration 21Q: 3 clusters Score -3764663 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3764847.000000 Penalty: 3402.535889
	Iteration 22Q: 3 clusters Score -3764847 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3764989.750000 Penalty: 3402.535889
	Iteration 23Q: 3 clusters Score -3764990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3765117.750000 Penalty: 3402.535889
	Iteration 24Q: 3 clusters Score -3765118 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3765250.750000 Penalty: 3402.535889
	Iteration 25Q: 3 clusters Score -3765251 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3765338.750000 Penalty: 3402.535889
	Iteration 26Q: 3 clusters Score -3765339 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3765418.250000 Penalty: 3402.535889
	Iteration 27Q: 3 clusters Score -3765418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3765476.250000 Penalty: 3402.535889
	Iteration 28Q: 3 clusters Score -3765476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3765523.250000 Penalty: 3402.535889
	Iteration 29Q: 3 clusters Score -3765523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3765557.750000 Penalty: 3402.535889
	Iteration 30Q: 3 clusters Score -3765558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3765595.000000 Penalty: 3402.535889
	Iteration 31Q: 3 clusters Score -3765595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3765617.250000 Penalty: 3402.535889
	Iteration 32Q: 3 clusters Score -3765617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3765653.500000 Penalty: 3402.535889
	Iteration 33Q: 3 clusters Score -3765654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3765677.750000 Penalty: 3402.535889
	Iteration 34Q: 3 clusters Score -3765678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3765690.750000 Penalty: 3402.535889
	Iteration 35Q: 3 clusters Score -3765691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3765712.250000 Penalty: 3402.535889
	Iteration 36Q: 3 clusters Score -3765712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3765718.500000 Penalty: 3402.535889
	Iteration 37Q: 3 clusters Score -3765718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3765728.750000 Penalty: 3402.535889
	Iteration 38Q: 3 clusters Score -3765729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3765736.000000 Penalty: 3402.535889
	Iteration 39Q: 3 clusters Score -3765736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3765744.250000 Penalty: 3402.535889
	Iteration 40F: 3 clusters Score -3765744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3765747.750000 Penalty: 3402.535889
	Iteration 41Q: 3 clusters Score -3765748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3765753.000000 Penalty: 3402.535889
	Iteration 42Q: 3 clusters Score -3765753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3765756.250000 Penalty: 3402.535889
	Iteration 43Q: 3 clusters Score -3765756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3765759.000000 Penalty: 3402.535889
	Iteration 44Q: 3 clusters Score -3765759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3765764.750000 Penalty: 3402.535889
	Iteration 45Q: 3 clusters Score -3765765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3765773.250000 Penalty: 3402.535889
	Iteration 46Q: 3 clusters Score -3765773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3765774.750000 Penalty: 3402.535889
	Iteration 47Q: 3 clusters Score -3765775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3765776.250000 Penalty: 3402.535889
	Iteration 48Q: 3 clusters Score -3765776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3765782.750000 Penalty: 3402.535889
	Iteration 49Q: 3 clusters Score -3765783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3765779.500000 Penalty: 3402.535889
	Iteration 50Q: 3 clusters Score -3765780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3765780.750000 Penalty: 3402.535889
	Iteration 51Q: 3 clusters Score -3765781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3765783.250000 Penalty: 3402.535889
	Iteration 52Q: 3 clusters Score -3765783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3765782.250000 Penalty: 3402.535889
	Iteration 53Q: 3 clusters Score -3765782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3765784.250000 Penalty: 3402.535889
	Iteration 54Q: 3 clusters Score -3765784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3765785.750000 Penalty: 3402.535889
	Iteration 55Q: 3 clusters Score -3765786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3765785.750000 Penalty: 3402.535889
	Iteration 56F: 3 clusters Score -3765786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Entering Unmasked Estep 
Score: -519572.906250 Penalty: 1391.755615
	Iteration 0F: 2 clusters Score -519572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -515415.031250 Penalty: 2783.511230
	Iteration 0F: 3 clusters Score -515415 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -516727.593750 Penalty: 2783.511230
	Iteration 1F: 3 clusters Score -516727.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -517125.468750 Penalty: 2783.511230
	Iteration 2F: 3 clusters Score -517125.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -517585.218750 Penalty: 2783.511230
	Iteration 3F: 3 clusters Score -517585.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -518068.500000 Penalty: 2783.511230
	Iteration 4F: 3 clusters Score -518068.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -518506.437500 Penalty: 2783.511230
	Iteration 5F: 3 clusters Score -518506.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -518894.187500 Penalty: 2783.511230
	Iteration 6F: 3 clusters Score -518894.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -519190.593750 Penalty: 2783.511230
	Iteration 7F: 3 clusters Score -519190.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -519346.156250 Penalty: 2783.511230
	Iteration 8Q: 3 clusters Score -519346.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -519415.062500 Penalty: 2783.511230
	Iteration 9Q: 3 clusters Score -519415.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -519457.031250 Penalty: 2783.511230
	Iteration 10Q: 3 clusters Score -519457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -519491.375000 Penalty: 2783.511230
	Iteration 11Q: 3 clusters Score -519491.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -519509.500000 Penalty: 2783.511230
	Iteration 12Q: 3 clusters Score -519509.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -519517.125000 Penalty: 2783.511230
	Iteration 13Q: 3 clusters Score -519517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -519520.375000 Penalty: 2783.511230
	Iteration 14Q: 3 clusters Score -519520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -519524.343750 Penalty: 2783.511230
	Iteration 15Q: 3 clusters Score -519524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -519528.125000 Penalty: 2783.511230
	Iteration 16Q: 3 clusters Score -519528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -519528.875000 Penalty: 2783.511230
	Iteration 17Q: 3 clusters Score -519528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -519533.281250 Penalty: 2783.511230
	Iteration 18Q: 3 clusters Score -519533.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -519539.250000 Penalty: 2783.511230
	Iteration 19Q: 3 clusters Score -519539.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -519543.812500 Penalty: 2783.511230
	Iteration 20F: 3 clusters Score -519543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -519546.531250 Penalty: 2783.511230
	Iteration 21Q: 3 clusters Score -519546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -519547.343750 Penalty: 2783.511230
	Iteration 22Q: 3 clusters Score -519547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -519549.500000 Penalty: 2783.511230
	Iteration 23Q: 3 clusters Score -519549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -519549.687500 Penalty: 2783.511230
	Iteration 24Q: 3 clusters Score -519549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -519551.437500 Penalty: 2783.511230
	Iteration 25Q: 3 clusters Score -519551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -519552.093750 Penalty: 2783.511230
	Iteration 26Q: 3 clusters Score -519552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -519553.656250 Penalty: 2783.511230
	Iteration 27Q: 3 clusters Score -519553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -519555.000000 Penalty: 2783.511230
	Iteration 28Q: 3 clusters Score -519555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -519554.937500 Penalty: 2783.511230
	Iteration 29Q: 3 clusters Score -519554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -519555.375000 Penalty: 2783.511230
	Iteration 30Q: 3 clusters Score -519555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -519556.500000 Penalty: 2783.511230
	Iteration 31Q: 3 clusters Score -519556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -519556.437500 Penalty: 2783.511230
	Iteration 32Q: 3 clusters Score -519556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -519556.312500 Penalty: 2783.511230
	Iteration 33Q: 3 clusters Score -519556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -519557.625000 Penalty: 2783.511230
	Iteration 34Q: 3 clusters Score -519557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -519556.968750 Penalty: 2783.511230
	Iteration 35Q: 3 clusters Score -519557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -519559.218750 Penalty: 2783.511230
	Iteration 36Q: 3 clusters Score -519559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -519559.000000 Penalty: 2783.511230
	Iteration 37Q: 3 clusters Score -519559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -519559.000000 Penalty: 2783.511230
	Iteration 38F: 3 clusters Score -519559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -42754.839844 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -42754.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41813.484375 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -41813.48 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42131.281250 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -42131.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42261.085938 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -42261.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42322.718750 Penalty: 2028.089600
	Iteration 3Q: 3 clusters Score -42322.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42349.269531 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -42349.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42359.894531 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -42359.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42362.156250 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -42362.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42363.902344 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -42363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42363.902344 Penalty: 2028.089600
	Iteration 8F: 3 clusters Score -42363.9 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210772544.000000 Penalty: 44851.500000
20->20 Clusters: Score -210772544.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 34027 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 33829 members 
Mstep: Class 5 contains 34078 members 
Mstep: Class 6 contains 33947 members 
Mstep: Class 7 contains 33720 members 
Mstep: Class 8 contains 33850 members 
Mstep: Class 9 contains 34138 members 
Mstep: Class 10 contains 33783 members 
Mstep: Class 11 contains 34197 members 
Mstep: Class 12 contains 34167 members 
Mstep: Class 13 contains 33834 members 
Mstep: Class 14 contains 34125 members 
Mstep: Class 15 contains 33906 members 
Mstep: Class 16 contains 33653 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 33988 members 
Mstep: Class 19 contains 34287 members 
Mstep: Class 20 contains 33852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 109.666504 but Gain 2182.082031
Score: -67453136.000000 Penalty: 41459.531250
Iteration 0F: 20 clusters Score -6.745314e+07 nChanged 643178
Entering Unmasked Mstep 
Mstep: Class 0 contains 561 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 15872 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 33902 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 17905 members 
Mstep: Class 11 contains 108505 members 
Mstep: Class 12 contains 88629 members 
Mstep: Class 13 contains 38527 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 217131 members 
Mstep: Class 16 contains 17401 members 
Mstep: Class 18 contains 18849 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69150864.000000 Penalty: 41459.531250
Iteration 1F: 20 clusters Score -6.915086e+07 nChanged 215723
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 27091 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 133411 members 
Mstep: Class 12 contains 118636 members 
Mstep: Class 13 contains 33937 members 
Mstep: Class 14 contains 7555 members 
Mstep: Class 15 contains 245227 members 
Mstep: Class 16 contains 11932 members 
Mstep: Class 18 contains 13447 members 
Mstep: Class 19 contains 19655 members 
Mstep: Class 20 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1763.469360 but Gain 2182.082031
Score: -69474856.000000 Penalty: 39277.449219
Iteration 2F: 19 clusters Score -6.947486e+07 nChanged 146567
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10971 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 4603 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 22536 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7761 members 
Mstep: Class 11 contains 144187 members 
Mstep: Class 12 contains 142258 members 
Mstep: Class 13 contains 36569 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 242387 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 18 contains 11251 members 
Mstep: Class 19 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1397.236572 but Gain 2182.078125
Score: -69645472.000000 Penalty: 37095.371094
Iteration 3F: 18 clusters Score -6.964547e+07 nChanged 108731
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 19039 members 
Mstep: Class 9 contains 4033 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 140070 members 
Mstep: Class 12 contains 161795 members 
Mstep: Class 13 contains 45167 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 232392 members 
Mstep: Class 16 contains 12962 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1766.615479 but Gain 2182.082031
Score: -69744712.000000 Penalty: 34913.289062
Iteration 4F: 17 clusters Score -6.974471e+07 nChanged 86409
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 130065 members 
Mstep: Class 12 contains 179261 members 
Mstep: Class 13 contains 54192 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 219658 members 
Mstep: Class 16 contains 15752 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 5990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1016.581421 but Gain 2182.080078
Score: -69815504.000000 Penalty: 32731.208984
Iteration 5F: 16 clusters Score -6.98155e+07 nChanged 71160
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 118982 members 
Mstep: Class 12 contains 194961 members 
Mstep: Class 13 contains 62187 members 
Mstep: Class 14 contains 3006 members 
Mstep: Class 15 contains 206054 members 
Mstep: Class 16 contains 18716 members 
Mstep: Class 18 contains 20311 members 
Mstep: Class 19 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2102.842041 but Gain 2182.080078
Score: -69869144.000000 Penalty: 30549.128906
Iteration 6F: 15 clusters Score -6.986914e+07 nChanged 60237
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 5 contains 12699 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 109122 members 
Mstep: Class 12 contains 208559 members 
Mstep: Class 13 contains 68574 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 191669 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 18 contains 25414 members 
Mstep: Class 19 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69910992.000000 Penalty: 30549.128906
Iteration 7F: 15 clusters Score -6.991099e+07 nChanged 54925
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 102469 members 
Mstep: Class 12 contains 221037 members 
Mstep: Class 13 contains 73047 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 175827 members 
Mstep: Class 16 contains 24197 members 
Mstep: Class 18 contains 30045 members 
Mstep: Class 19 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69945648.000000 Penalty: 30549.128906
Iteration 8F: 15 clusters Score -6.994565e+07 nChanged 50492
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 5 contains 15051 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 100120 members 
Mstep: Class 12 contains 230430 members 
Mstep: Class 13 contains 76430 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 159402 members 
Mstep: Class 16 contains 26604 members 
Mstep: Class 18 contains 34447 members 
Mstep: Class 19 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69977536.000000 Penalty: 30549.128906
Iteration 9F: 15 clusters Score -6.997754e+07 nChanged 44362
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 5 contains 16043 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 7274 members 
Mstep: Class 11 contains 101598 members 
Mstep: Class 12 contains 236182 members 
Mstep: Class 13 contains 78405 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 144519 members 
Mstep: Class 16 contains 28795 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2168.811279 but Gain 2182.082031
Score: -70003136.000000 Penalty: 28367.046875
Iteration 10F: 14 clusters Score -7.000314e+07 nChanged 39415
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 106759 members 
Mstep: Class 12 contains 239029 members 
Mstep: Class 13 contains 79221 members 
Mstep: Class 14 contains 3676 members 
Mstep: Class 15 contains 131849 members 
Mstep: Class 16 contains 31180 members 
Mstep: Class 18 contains 40967 members 
Mstep: Class 19 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70027328.000000 Penalty: 28367.046875
Iteration 11F: 14 clusters Score -7.002733e+07 nChanged 32226
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 10 contains 7357 members 
Mstep: Class 11 contains 112583 members 
Mstep: Class 12 contains 239917 members 
Mstep: Class 13 contains 79218 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 121590 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 18 contains 42506 members 
Mstep: Class 19 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045920.000000 Penalty: 28367.046875
Iteration 12Q: 14 clusters Score -7.004592e+07 nChanged 27297
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 5 contains 18378 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 8 contains 7406 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 119165 members 
Mstep: Class 12 contains 238971 members 
Mstep: Class 13 contains 78780 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 113040 members 
Mstep: Class 16 contains 34924 members 
Mstep: Class 18 contains 43709 members 
Mstep: Class 19 contains 7038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70061224.000000 Penalty: 28367.046875
Iteration 13Q: 14 clusters Score -7.006122e+07 nChanged 23321
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 5 contains 18960 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 125646 members 
Mstep: Class 12 contains 237379 members 
Mstep: Class 13 contains 77991 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 105775 members 
Mstep: Class 16 contains 36415 members 
Mstep: Class 18 contains 44840 members 
Mstep: Class 19 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70071736.000000 Penalty: 28367.046875
Iteration 14Q: 14 clusters Score -7.007174e+07 nChanged 19701
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 5 contains 19452 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 10 contains 7645 members 
Mstep: Class 11 contains 131797 members 
Mstep: Class 12 contains 235302 members 
Mstep: Class 13 contains 77098 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 99452 members 
Mstep: Class 16 contains 37641 members 
Mstep: Class 18 contains 45945 members 
Mstep: Class 19 contains 8270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079672.000000 Penalty: 28367.046875
Iteration 15Q: 14 clusters Score -7.007967e+07 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 5 contains 19855 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 137728 members 
Mstep: Class 12 contains 232995 members 
Mstep: Class 13 contains 76035 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 93973 members 
Mstep: Class 16 contains 38593 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 8995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70084816.000000 Penalty: 28367.046875
Iteration 16Q: 14 clusters Score -7.008482e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 143378 members 
Mstep: Class 12 contains 230751 members 
Mstep: Class 13 contains 74971 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 89185 members 
Mstep: Class 16 contains 39132 members 
Mstep: Class 18 contains 47621 members 
Mstep: Class 19 contains 9809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70088768.000000 Penalty: 28367.046875
Iteration 17Q: 14 clusters Score -7.008877e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 5 contains 20519 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 148299 members 
Mstep: Class 12 contains 229164 members 
Mstep: Class 13 contains 73829 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 85031 members 
Mstep: Class 16 contains 39328 members 
Mstep: Class 18 contains 48109 members 
Mstep: Class 19 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70091824.000000 Penalty: 28367.046875
Iteration 18Q: 14 clusters Score -7.009182e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 5 contains 20757 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 152288 members 
Mstep: Class 12 contains 228390 members 
Mstep: Class 13 contains 72643 members 
Mstep: Class 14 contains 2762 members 
Mstep: Class 15 contains 81412 members 
Mstep: Class 16 contains 39208 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 19 contains 11796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70093664.000000 Penalty: 28367.046875
Iteration 19Q: 14 clusters Score -7.009366e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 5 contains 20951 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 155491 members 
Mstep: Class 12 contains 228138 members 
Mstep: Class 13 contains 71504 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 78204 members 
Mstep: Class 16 contains 38932 members 
Mstep: Class 18 contains 48612 members 
Mstep: Class 19 contains 12959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70096408.000000 Penalty: 28367.046875
Iteration 20F: 14 clusters Score -7.009641e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 8 contains 8000 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 157879 members 
Mstep: Class 12 contains 228096 members 
Mstep: Class 13 contains 70218 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 75369 members 
Mstep: Class 16 contains 38650 members 
Mstep: Class 18 contains 48878 members 
Mstep: Class 19 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70099720.000000 Penalty: 28367.046875
Iteration 21Q: 14 clusters Score -7.009972e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 5 contains 21258 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 10 contains 8042 members 
Mstep: Class 11 contains 159654 members 
Mstep: Class 12 contains 228335 members 
Mstep: Class 13 contains 69081 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 72706 members 
Mstep: Class 16 contains 38340 members 
Mstep: Class 18 contains 49026 members 
Mstep: Class 19 contains 15882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70102232.000000 Penalty: 28367.046875
Iteration 22Q: 14 clusters Score -7.010223e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 8 contains 8441 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 160834 members 
Mstep: Class 12 contains 228789 members 
Mstep: Class 13 contains 67998 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 70306 members 
Mstep: Class 16 contains 38007 members 
Mstep: Class 18 contains 49086 members 
Mstep: Class 19 contains 17598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70104336.000000 Penalty: 28367.046875
Iteration 23Q: 14 clusters Score -7.010434e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 5 contains 21500 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 8 contains 8666 members 
Mstep: Class 10 contains 8193 members 
Mstep: Class 11 contains 161514 members 
Mstep: Class 12 contains 229345 members 
Mstep: Class 13 contains 66930 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 68067 members 
Mstep: Class 16 contains 37693 members 
Mstep: Class 18 contains 49102 members 
Mstep: Class 19 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70106616.000000 Penalty: 28367.046875
Iteration 24Q: 14 clusters Score -7.010662e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 5 contains 21630 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 10 contains 8223 members 
Mstep: Class 11 contains 161654 members 
Mstep: Class 12 contains 230093 members 
Mstep: Class 13 contains 65873 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 66014 members 
Mstep: Class 16 contains 37417 members 
Mstep: Class 18 contains 49117 members 
Mstep: Class 19 contains 21624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70108808.000000 Penalty: 28367.046875
Iteration 25Q: 14 clusters Score -7.010881e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 5 contains 21730 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 161562 members 
Mstep: Class 12 contains 230752 members 
Mstep: Class 13 contains 64876 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 64041 members 
Mstep: Class 16 contains 37202 members 
Mstep: Class 18 contains 49116 members 
Mstep: Class 19 contains 23852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70110992.000000 Penalty: 28367.046875
Iteration 26Q: 14 clusters Score -7.011099e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 5 contains 21816 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 8 contains 9433 members 
Mstep: Class 10 contains 8263 members 
Mstep: Class 11 contains 161488 members 
Mstep: Class 12 contains 231275 members 
Mstep: Class 13 contains 63990 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 62034 members 
Mstep: Class 16 contains 37053 members 
Mstep: Class 18 contains 49114 members 
Mstep: Class 19 contains 26052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70113368.000000 Penalty: 28367.046875
Iteration 27Q: 14 clusters Score -7.011337e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 5 contains 21887 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 161662 members 
Mstep: Class 12 contains 231555 members 
Mstep: Class 13 contains 63222 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 60039 members 
Mstep: Class 16 contains 36942 members 
Mstep: Class 18 contains 49117 members 
Mstep: Class 19 contains 28097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70115896.000000 Penalty: 28367.046875
Iteration 28Q: 14 clusters Score -7.01159e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 162104 members 
Mstep: Class 12 contains 231656 members 
Mstep: Class 13 contains 62567 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 58015 members 
Mstep: Class 16 contains 36858 members 
Mstep: Class 18 contains 49103 members 
Mstep: Class 19 contains 29921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70118336.000000 Penalty: 28367.046875
Iteration 29Q: 14 clusters Score -7.011834e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 5 contains 21992 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 162748 members 
Mstep: Class 12 contains 231643 members 
Mstep: Class 13 contains 62030 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 36785 members 
Mstep: Class 18 contains 49078 members 
Mstep: Class 19 contains 31547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70120400.000000 Penalty: 28367.046875
Iteration 30Q: 14 clusters Score -7.01204e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 5 contains 22008 members 
Mstep: Class 6 contains 1755 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 163516 members 
Mstep: Class 12 contains 231348 members 
Mstep: Class 13 contains 61622 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 54372 members 
Mstep: Class 16 contains 36726 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 32976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70122808.000000 Penalty: 28367.046875
Iteration 31Q: 14 clusters Score -7.012281e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 5 contains 21989 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 8 contains 10945 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 164173 members 
Mstep: Class 12 contains 230845 members 
Mstep: Class 13 contains 61296 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 53212 members 
Mstep: Class 16 contains 36658 members 
Mstep: Class 18 contains 49005 members 
Mstep: Class 19 contains 34217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70124320.000000 Penalty: 28367.046875
Iteration 32Q: 14 clusters Score -7.012432e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 10 contains 8243 members 
Mstep: Class 11 contains 164642 members 
Mstep: Class 12 contains 230185 members 
Mstep: Class 13 contains 61002 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 52587 members 
Mstep: Class 16 contains 36624 members 
Mstep: Class 18 contains 48968 members 
Mstep: Class 19 contains 35282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70125288.000000 Penalty: 28367.046875
Iteration 33Q: 14 clusters Score -7.012529e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 5 contains 21881 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 165081 members 
Mstep: Class 12 contains 229364 members 
Mstep: Class 13 contains 60752 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 52250 members 
Mstep: Class 16 contains 36614 members 
Mstep: Class 18 contains 48925 members 
Mstep: Class 19 contains 36167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70126440.000000 Penalty: 28367.046875
Iteration 34Q: 14 clusters Score -7.012644e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 5 contains 21835 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 8 contains 11499 members 
Mstep: Class 10 contains 8227 members 
Mstep: Class 11 contains 165625 members 
Mstep: Class 12 contains 228517 members 
Mstep: Class 13 contains 60498 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 52043 members 
Mstep: Class 16 contains 36589 members 
Mstep: Class 18 contains 48889 members 
Mstep: Class 19 contains 36868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70126944.000000 Penalty: 28367.046875
Iteration 35Q: 14 clusters Score -7.012694e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 5 contains 21792 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 8 contains 11665 members 
Mstep: Class 10 contains 8224 members 
Mstep: Class 11 contains 166187 members 
Mstep: Class 12 contains 227717 members 
Mstep: Class 13 contains 60225 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 51931 members 
Mstep: Class 16 contains 36573 members 
Mstep: Class 18 contains 48853 members 
Mstep: Class 19 contains 37431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70127256.000000 Penalty: 28367.046875
Iteration 36Q: 14 clusters Score -7.012726e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 5 contains 21756 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 166684 members 
Mstep: Class 12 contains 226942 members 
Mstep: Class 13 contains 60003 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 51871 members 
Mstep: Class 16 contains 36552 members 
Mstep: Class 18 contains 48830 members 
Mstep: Class 19 contains 37922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70127976.000000 Penalty: 28367.046875
Iteration 37Q: 14 clusters Score -7.012798e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 5 contains 21732 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 167204 members 
Mstep: Class 12 contains 226189 members 
Mstep: Class 13 contains 59789 members 
Mstep: Class 14 contains 1516 members 
Mstep: Class 15 contains 51836 members 
Mstep: Class 16 contains 36526 members 
Mstep: Class 18 contains 48808 members 
Mstep: Class 19 contains 38301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70128568.000000 Penalty: 28367.046875
Iteration 38Q: 14 clusters Score -7.012857e+07 nChanged 2240
Entering ConstructFrom: 
Score: -70128568.000000 Penalty: 28367.046875
Entering ConstructFrom: 
Trying to split cluster 2 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -489962.375000 Penalty: 1381.851562
	Iteration 0F: 2 clusters Score -489962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -485995.906250 Penalty: 2763.703125
	Iteration 0F: 3 clusters Score -485995.9 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -487184.656250 Penalty: 2763.703125
	Iteration 1F: 3 clusters Score -487184.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -487588.156250 Penalty: 2763.703125
	Iteration 2F: 3 clusters Score -487588.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -487908.250000 Penalty: 2763.703125
	Iteration 3F: 3 clusters Score -487908.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -488219.375000 Penalty: 2763.703125
	Iteration 4F: 3 clusters Score -488219.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -488505.312500 Penalty: 2763.703125
	Iteration 5F: 3 clusters Score -488505.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -488781.375000 Penalty: 2763.703125
	Iteration 6F: 3 clusters Score -488781.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -489024.250000 Penalty: 2763.703125
	Iteration 7F: 3 clusters Score -489024.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -489213.843750 Penalty: 2763.703125
	Iteration 8Q: 3 clusters Score -489213.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -489356.187500 Penalty: 2763.703125
	Iteration 9Q: 3 clusters Score -489356.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -489429.562500 Penalty: 2763.703125
	Iteration 10Q: 3 clusters Score -489429.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -489475.656250 Penalty: 2763.703125
	Iteration 11Q: 3 clusters Score -489475.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -489506.093750 Penalty: 2763.703125
	Iteration 12Q: 3 clusters Score -489506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -489534.031250 Penalty: 2763.703125
	Iteration 13Q: 3 clusters Score -489534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -489558.031250 Penalty: 2763.703125
	Iteration 14Q: 3 clusters Score -489558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -489568.406250 Penalty: 2763.703125
	Iteration 15Q: 3 clusters Score -489568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -489574.250000 Penalty: 2763.703125
	Iteration 16Q: 3 clusters Score -489574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -489579.437500 Penalty: 2763.703125
	Iteration 17Q: 3 clusters Score -489579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -489585.437500 Penalty: 2763.703125
	Iteration 18Q: 3 clusters Score -489585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -489588.250000 Penalty: 2763.703125
	Iteration 19Q: 3 clusters Score -489588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -489592.093750 Penalty: 2763.703125
	Iteration 20F: 3 clusters Score -489592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -489594.218750 Penalty: 2763.703125
	Iteration 21Q: 3 clusters Score -489594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -489598.125000 Penalty: 2763.703125
	Iteration 22Q: 3 clusters Score -489598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -489599.718750 Penalty: 2763.703125
	Iteration 23Q: 3 clusters Score -489599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -489601.781250 Penalty: 2763.703125
	Iteration 24Q: 3 clusters Score -489601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -489604.562500 Penalty: 2763.703125
	Iteration 25Q: 3 clusters Score -489604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -489605.156250 Penalty: 2763.703125
	Iteration 26Q: 3 clusters Score -489605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -489605.625000 Penalty: 2763.703125
	Iteration 27Q: 3 clusters Score -489605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -489606.250000 Penalty: 2763.703125
	Iteration 28Q: 3 clusters Score -489606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -489606.250000 Penalty: 2763.703125
	Iteration 29F: 3 clusters Score -489606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Entering Unmasked Estep 
Score: -2323673.000000 Penalty: 1622.723145
	Iteration 0F: 2 clusters Score -2323673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2308929.250000 Penalty: 3245.446289
	Iteration 0F: 3 clusters Score -2308929 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2314393.750000 Penalty: 3245.446289
	Iteration 1F: 3 clusters Score -2314394 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2314831.000000 Penalty: 3245.446289
	Iteration 2F: 3 clusters Score -2314831 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2315312.500000 Penalty: 3245.446289
	Iteration 3F: 3 clusters Score -2315312 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2315906.000000 Penalty: 3245.446289
	Iteration 4F: 3 clusters Score -2315906 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2316540.000000 Penalty: 3245.446289
	Iteration 5F: 3 clusters Score -2316540 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2317359.250000 Penalty: 3245.446289
	Iteration 6F: 3 clusters Score -2317359 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2318291.500000 Penalty: 3245.446289
	Iteration 7F: 3 clusters Score -2318292 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2319131.750000 Penalty: 3245.446289
	Iteration 8F: 3 clusters Score -2319132 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2319809.000000 Penalty: 3245.446289
	Iteration 9F: 3 clusters Score -2319809 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2320307.000000 Penalty: 3245.446289
	Iteration 10Q: 3 clusters Score -2320307 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2320647.250000 Penalty: 3245.446289
	Iteration 11Q: 3 clusters Score -2320647 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2320827.250000 Penalty: 3245.446289
	Iteration 12Q: 3 clusters Score -2320827 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2320941.750000 Penalty: 3245.446289
	Iteration 13Q: 3 clusters Score -2320942 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2320990.000000 Penalty: 3245.446289
	Iteration 14Q: 3 clusters Score -2320990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2321035.000000 Penalty: 3245.446289
	Iteration 15Q: 3 clusters Score -2321035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2321067.750000 Penalty: 3245.446289
	Iteration 16Q: 3 clusters Score -2321068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2321096.750000 Penalty: 3245.446289
	Iteration 17Q: 3 clusters Score -2321097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2321110.250000 Penalty: 3245.446289
	Iteration 18Q: 3 clusters Score -2321110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2321135.750000 Penalty: 3245.446289
	Iteration 19Q: 3 clusters Score -2321136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2321162.000000 Penalty: 3245.446289
	Iteration 20F: 3 clusters Score -2321162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2321191.500000 Penalty: 3245.446289
	Iteration 21Q: 3 clusters Score -2321192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2321220.000000 Penalty: 3245.446289
	Iteration 22Q: 3 clusters Score -2321220 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2321252.750000 Penalty: 3245.446289
	Iteration 23Q: 3 clusters Score -2321253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2321278.500000 Penalty: 3245.446289
	Iteration 24Q: 3 clusters Score -2321278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2321303.250000 Penalty: 3245.446289
	Iteration 25Q: 3 clusters Score -2321303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2321336.000000 Penalty: 3245.446289
	Iteration 26Q: 3 clusters Score -2321336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2321365.250000 Penalty: 3245.446289
	Iteration 27Q: 3 clusters Score -2321365 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2321393.000000 Penalty: 3245.446289
	Iteration 28Q: 3 clusters Score -2321393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2321437.000000 Penalty: 3245.446289
	Iteration 29Q: 3 clusters Score -2321437 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2321480.000000 Penalty: 3245.446289
	Iteration 30Q: 3 clusters Score -2321480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2321525.500000 Penalty: 3245.446289
	Iteration 31Q: 3 clusters Score -2321526 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2321574.250000 Penalty: 3245.446289
	Iteration 32Q: 3 clusters Score -2321574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2321624.500000 Penalty: 3245.446289
	Iteration 33Q: 3 clusters Score -2321624 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2321675.000000 Penalty: 3245.446289
	Iteration 34Q: 3 clusters Score -2321675 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2321716.250000 Penalty: 3245.446289
	Iteration 35Q: 3 clusters Score -2321716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2321764.750000 Penalty: 3245.446289
	Iteration 36Q: 3 clusters Score -2321765 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2321808.750000 Penalty: 3245.446289
	Iteration 37Q: 3 clusters Score -2321809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2321856.000000 Penalty: 3245.446289
	Iteration 38Q: 3 clusters Score -2321856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2321916.500000 Penalty: 3245.446289
	Iteration 39Q: 3 clusters Score -2321916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2321954.250000 Penalty: 3245.446289
	Iteration 40F: 3 clusters Score -2321954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2322003.750000 Penalty: 3245.446289
	Iteration 41Q: 3 clusters Score -2322004 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2322054.750000 Penalty: 3245.446289
	Iteration 42Q: 3 clusters Score -2322055 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2322101.500000 Penalty: 3245.446289
	Iteration 43Q: 3 clusters Score -2322102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2322119.250000 Penalty: 3245.446289
	Iteration 44Q: 3 clusters Score -2322119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2322143.750000 Penalty: 3245.446289
	Iteration 45Q: 3 clusters Score -2322144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2322176.000000 Penalty: 3245.446289
	Iteration 46Q: 3 clusters Score -2322176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2322213.250000 Penalty: 3245.446289
	Iteration 47Q: 3 clusters Score -2322213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2322237.750000 Penalty: 3245.446289
	Iteration 48Q: 3 clusters Score -2322238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2322266.250000 Penalty: 3245.446289
	Iteration 49Q: 3 clusters Score -2322266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2322291.250000 Penalty: 3245.446289
	Iteration 50Q: 3 clusters Score -2322291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2322316.000000 Penalty: 3245.446289
	Iteration 51Q: 3 clusters Score -2322316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2322347.000000 Penalty: 3245.446289
	Iteration 52Q: 3 clusters Score -2322347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2322364.750000 Penalty: 3245.446289
	Iteration 53Q: 3 clusters Score -2322365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2322379.750000 Penalty: 3245.446289
	Iteration 54Q: 3 clusters Score -2322380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2322402.250000 Penalty: 3245.446289
	Iteration 55Q: 3 clusters Score -2322402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2322415.250000 Penalty: 3245.446289
	Iteration 56Q: 3 clusters Score -2322415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2322425.250000 Penalty: 3245.446289
	Iteration 57Q: 3 clusters Score -2322425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2322433.000000 Penalty: 3245.446289
	Iteration 58Q: 3 clusters Score -2322433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2322437.000000 Penalty: 3245.446289
	Iteration 59Q: 3 clusters Score -2322437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2322443.000000 Penalty: 3245.446289
	Iteration 60F: 3 clusters Score -2322443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2322444.250000 Penalty: 3245.446289
	Iteration 61Q: 3 clusters Score -2322444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2322454.250000 Penalty: 3245.446289
	Iteration 62Q: 3 clusters Score -2322454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2322453.750000 Penalty: 3245.446289
	Iteration 63Q: 3 clusters Score -2322454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2322461.000000 Penalty: 3245.446289
	Iteration 64Q: 3 clusters Score -2322461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2322463.250000 Penalty: 3245.446289
	Iteration 65Q: 3 clusters Score -2322463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2322468.500000 Penalty: 3245.446289
	Iteration 66Q: 3 clusters Score -2322468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2322467.500000 Penalty: 3245.446289
	Iteration 67Q: 3 clusters Score -2322468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2322470.000000 Penalty: 3245.446289
	Iteration 68Q: 3 clusters Score -2322470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2322470.250000 Penalty: 3245.446289
	Iteration 69Q: 3 clusters Score -2322470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2322471.500000 Penalty: 3245.446289
	Iteration 70Q: 3 clusters Score -2322472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2322471.750000 Penalty: 3245.446289
	Iteration 71Q: 3 clusters Score -2322472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2322469.250000 Penalty: 3245.446289
	Iteration 72Q: 3 clusters Score -2322469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2322469.250000 Penalty: 3245.446289
	Iteration 73Q: 3 clusters Score -2322469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2322466.750000 Penalty: 3245.446289
	Iteration 74Q: 3 clusters Score -2322467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2322466.500000 Penalty: 3245.446289
	Iteration 75Q: 3 clusters Score -2322466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2322471.500000 Penalty: 3245.446289
	Iteration 76Q: 3 clusters Score -2322472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2322472.000000 Penalty: 3245.446289
	Iteration 77Q: 3 clusters Score -2322472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2322472.750000 Penalty: 3245.446289
	Iteration 78Q: 3 clusters Score -2322473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2322475.500000 Penalty: 3245.446289
	Iteration 79Q: 3 clusters Score -2322476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2322473.000000 Penalty: 3245.446289
	Iteration 80F: 3 clusters Score -2322473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2322478.250000 Penalty: 3245.446289
	Iteration 81Q: 3 clusters Score -2322478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2322480.000000 Penalty: 3245.446289
	Iteration 82Q: 3 clusters Score -2322480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2322480.250000 Penalty: 3245.446289
	Iteration 83Q: 3 clusters Score -2322480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2322487.750000 Penalty: 3245.446289
	Iteration 84Q: 3 clusters Score -2322488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2322492.750000 Penalty: 3245.446289
	Iteration 85Q: 3 clusters Score -2322493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2322490.500000 Penalty: 3245.446289
	Iteration 86Q: 3 clusters Score -2322490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2322488.750000 Penalty: 3245.446289
	Iteration 87Q: 3 clusters Score -2322489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2322487.000000 Penalty: 3245.446289
	Iteration 88Q: 3 clusters Score -2322487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2322488.000000 Penalty: 3245.446289
	Iteration 89Q: 3 clusters Score -2322488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2322491.750000 Penalty: 3245.446289
	Iteration 90Q: 3 clusters Score -2322492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2322490.250000 Penalty: 3245.446289
	Iteration 91Q: 3 clusters Score -2322490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2322493.500000 Penalty: 3245.446289
	Iteration 92Q: 3 clusters Score -2322494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2322492.750000 Penalty: 3245.446289
	Iteration 93Q: 3 clusters Score -2322493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2322490.750000 Penalty: 3245.446289
	Iteration 94Q: 3 clusters Score -2322491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2322491.250000 Penalty: 3245.446289
	Iteration 95Q: 3 clusters Score -2322491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2322491.500000 Penalty: 3245.446289
	Iteration 96Q: 3 clusters Score -2322492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2322490.000000 Penalty: 3245.446289
	Iteration 97Q: 3 clusters Score -2322490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2322487.000000 Penalty: 3245.446289
	Iteration 98Q: 3 clusters Score -2322487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2322487.750000 Penalty: 3245.446289
	Iteration 99Q: 3 clusters Score -2322488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2322489.750000 Penalty: 3245.446289
	Iteration 100F: 3 clusters Score -2322490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2322489.500000 Penalty: 3245.446289
	Iteration 101Q: 3 clusters Score -2322490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2322492.000000 Penalty: 3245.446289
	Iteration 102Q: 3 clusters Score -2322492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2322492.000000 Penalty: 3245.446289
	Iteration 103F: 3 clusters Score -2322492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -156432.468750 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -156432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154878.578125 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -154878.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -156511.859375 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -156511.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157215.890625 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -157215.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -157355.234375 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -157355.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -157393.546875 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -157393.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -157409.281250 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -157409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -157411.234375 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -157411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -157411.234375 Penalty: 2422.219238
	Iteration 7F: 3 clusters Score -157411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 167682 members 
Mstep: Class 12 contains 225518 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 18 contains 48785 members 
Mstep: Class 19 contains 38585 members 
Entering Unmasked Estep 
Score: -70128968.000000 Penalty: 30549.128906
Splitting cluster 6 changes total score from -70128568.000000 to -70128968.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -1318731.250000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -1318731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1310169.625000 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -1310170 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1313038.750000 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -1313039 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1313248.125000 Penalty: 3057.533936
	Iteration 2Q: 3 clusters Score -1313248 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1313442.625000 Penalty: 3057.533936
	Iteration 3Q: 3 clusters Score -1313443 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1313611.000000 Penalty: 3057.533936
	Iteration 4Q: 3 clusters Score -1313611 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1313796.375000 Penalty: 3057.533936
	Iteration 5Q: 3 clusters Score -1313796 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1313997.000000 Penalty: 3057.533936
	Iteration 6Q: 3 clusters Score -1313997 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1314226.625000 Penalty: 3057.533936
	Iteration 7Q: 3 clusters Score -1314227 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1314511.625000 Penalty: 3057.533936
	Iteration 8Q: 3 clusters Score -1314512 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1314879.875000 Penalty: 3057.533936
	Iteration 9Q: 3 clusters Score -1314880 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1315291.500000 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -1315292 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1315675.875000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -1315676 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1315988.750000 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -1315989 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1316227.250000 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -1316227 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1316419.625000 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -1316420 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1316602.375000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -1316602 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1316770.250000 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -1316770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1316889.500000 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -1316890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1317000.250000 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -1317000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1317091.750000 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -1317092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1317164.625000 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -1317165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1317220.500000 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -1317220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1317245.875000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -1317246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1317270.375000 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -1317270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1317288.000000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -1317288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1317308.375000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -1317308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1317334.125000 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -1317334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1317346.250000 Penalty: 3057.533936
	Iteration 27Q: 3 clusters Score -1317346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1317360.375000 Penalty: 3057.533936
	Iteration 28Q: 3 clusters Score -1317360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1317370.750000 Penalty: 3057.533936
	Iteration 29Q: 3 clusters Score -1317371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1317376.375000 Penalty: 3057.533936
	Iteration 30Q: 3 clusters Score -1317376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1317381.875000 Penalty: 3057.533936
	Iteration 31Q: 3 clusters Score -1317382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1317384.875000 Penalty: 3057.533936
	Iteration 32Q: 3 clusters Score -1317385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1317384.375000 Penalty: 3057.533936
	Iteration 33Q: 3 clusters Score -1317384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1317384.875000 Penalty: 3057.533936
	Iteration 34Q: 3 clusters Score -1317385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1317384.875000 Penalty: 3057.533936
	Iteration 35F: 3 clusters Score -1317385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Entering Unmasked Estep 
Score: -830750.937500 Penalty: 1464.689453
	Iteration 0F: 2 clusters Score -830750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -824861.187500 Penalty: 2929.378906
	Iteration 0F: 3 clusters Score -824861.2 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -826937.687500 Penalty: 2929.378906
	Iteration 1F: 3 clusters Score -826937.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -827580.750000 Penalty: 2929.378906
	Iteration 2F: 3 clusters Score -827580.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -828215.000000 Penalty: 2929.378906
	Iteration 3F: 3 clusters Score -828215 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -828706.000000 Penalty: 2929.378906
	Iteration 4F: 3 clusters Score -828706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -829033.125000 Penalty: 2929.378906
	Iteration 5F: 3 clusters Score -829033.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -829273.375000 Penalty: 2929.378906
	Iteration 6Q: 3 clusters Score -829273.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -829417.187500 Penalty: 2929.378906
	Iteration 7Q: 3 clusters Score -829417.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -829504.000000 Penalty: 2929.378906
	Iteration 8Q: 3 clusters Score -829504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -829559.750000 Penalty: 2929.378906
	Iteration 9Q: 3 clusters Score -829559.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -829591.687500 Penalty: 2929.378906
	Iteration 10Q: 3 clusters Score -829591.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -829607.000000 Penalty: 2929.378906
	Iteration 11Q: 3 clusters Score -829607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -829623.312500 Penalty: 2929.378906
	Iteration 12Q: 3 clusters Score -829623.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -829629.812500 Penalty: 2929.378906
	Iteration 13Q: 3 clusters Score -829629.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -829635.812500 Penalty: 2929.378906
	Iteration 14Q: 3 clusters Score -829635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -829643.437500 Penalty: 2929.378906
	Iteration 15Q: 3 clusters Score -829643.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -829651.625000 Penalty: 2929.378906
	Iteration 16Q: 3 clusters Score -829651.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -829663.687500 Penalty: 2929.378906
	Iteration 17Q: 3 clusters Score -829663.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -829666.875000 Penalty: 2929.378906
	Iteration 18Q: 3 clusters Score -829666.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -829669.750000 Penalty: 2929.378906
	Iteration 19Q: 3 clusters Score -829669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -829675.500000 Penalty: 2929.378906
	Iteration 20F: 3 clusters Score -829675.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -829680.375000 Penalty: 2929.378906
	Iteration 21Q: 3 clusters Score -829680.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -829684.562500 Penalty: 2929.378906
	Iteration 22Q: 3 clusters Score -829684.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -829688.437500 Penalty: 2929.378906
	Iteration 23Q: 3 clusters Score -829688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -829693.812500 Penalty: 2929.378906
	Iteration 24Q: 3 clusters Score -829693.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -829696.687500 Penalty: 2929.378906
	Iteration 25Q: 3 clusters Score -829696.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -829697.000000 Penalty: 2929.378906
	Iteration 26Q: 3 clusters Score -829697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -829700.812500 Penalty: 2929.378906
	Iteration 27Q: 3 clusters Score -829700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -829701.937500 Penalty: 2929.378906
	Iteration 28Q: 3 clusters Score -829701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -829700.500000 Penalty: 2929.378906
	Iteration 29Q: 3 clusters Score -829700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -829701.500000 Penalty: 2929.378906
	Iteration 30Q: 3 clusters Score -829701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -829701.000000 Penalty: 2929.378906
	Iteration 31Q: 3 clusters Score -829701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -829701.000000 Penalty: 2929.378906
	Iteration 32F: 3 clusters Score -829701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Entering Unmasked Estep 
Score: -17610802.000000 Penalty: 1954.846436
	Iteration 0F: 2 clusters Score -1.76108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -17506286.000000 Penalty: 3909.692871
	Iteration 0F: 3 clusters Score -1.750629e+07 nChanged 81149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -17555578.000000 Penalty: 3909.692871
	Iteration 1F: 3 clusters Score -1.755558e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -17558634.000000 Penalty: 3909.692871
	Iteration 2Q: 3 clusters Score -1.755863e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -17563254.000000 Penalty: 3909.692871
	Iteration 3F: 3 clusters Score -1.756325e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -17570512.000000 Penalty: 3909.692871
	Iteration 4F: 3 clusters Score -1.757051e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -17579638.000000 Penalty: 3909.692871
	Iteration 5F: 3 clusters Score -1.757964e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -17588862.000000 Penalty: 3909.692871
	Iteration 6F: 3 clusters Score -1.758886e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -17595774.000000 Penalty: 3909.692871
	Iteration 7F: 3 clusters Score -1.759577e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -17599068.000000 Penalty: 3909.692871
	Iteration 8Q: 3 clusters Score -1.759907e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -17600504.000000 Penalty: 3909.692871
	Iteration 9Q: 3 clusters Score -1.76005e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -17601104.000000 Penalty: 3909.692871
	Iteration 10Q: 3 clusters Score -1.76011e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -17601632.000000 Penalty: 3909.692871
	Iteration 11Q: 3 clusters Score -1.760163e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -17602012.000000 Penalty: 3909.692871
	Iteration 12Q: 3 clusters Score -1.760201e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -17602348.000000 Penalty: 3909.692871
	Iteration 13Q: 3 clusters Score -1.760235e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -17602786.000000 Penalty: 3909.692871
	Iteration 14Q: 3 clusters Score -1.760279e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -17603276.000000 Penalty: 3909.692871
	Iteration 15Q: 3 clusters Score -1.760328e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -17603696.000000 Penalty: 3909.692871
	Iteration 16Q: 3 clusters Score -1.76037e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -17604192.000000 Penalty: 3909.692871
	Iteration 17Q: 3 clusters Score -1.760419e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -17604772.000000 Penalty: 3909.692871
	Iteration 18Q: 3 clusters Score -1.760477e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -17605218.000000 Penalty: 3909.692871
	Iteration 19Q: 3 clusters Score -1.760522e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -17605842.000000 Penalty: 3909.692871
	Iteration 20F: 3 clusters Score -1.760584e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 111939 members 
Entering Unmasked Estep 
Score: -17606388.000000 Penalty: 3909.692871
	Iteration 21Q: 3 clusters Score -1.760639e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -17607032.000000 Penalty: 3909.692871
	Iteration 22Q: 3 clusters Score -1.760703e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 116272 members 
Entering Unmasked Estep 
Score: -17607710.000000 Penalty: 3909.692871
	Iteration 23Q: 3 clusters Score -1.760771e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -17608358.000000 Penalty: 3909.692871
	Iteration 24Q: 3 clusters Score -1.760836e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 120453 members 
Entering Unmasked Estep 
Score: -17608918.000000 Penalty: 3909.692871
	Iteration 25Q: 3 clusters Score -1.760892e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -17609700.000000 Penalty: 3909.692871
	Iteration 26Q: 3 clusters Score -1.76097e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -17610528.000000 Penalty: 3909.692871
	Iteration 27Q: 3 clusters Score -1.761053e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 126767 members 
Entering Unmasked Estep 
Score: -17611354.000000 Penalty: 3909.692871
	Iteration 28Q: 3 clusters Score -1.761135e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -17612522.000000 Penalty: 3909.692871
	Iteration 29Q: 3 clusters Score -1.761252e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -17613730.000000 Penalty: 3909.692871
	Iteration 30Q: 3 clusters Score -1.761373e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 132797 members 
Entering Unmasked Estep 
Score: -17615002.000000 Penalty: 3909.692871
	Iteration 31Q: 3 clusters Score -1.7615e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -17616158.000000 Penalty: 3909.692871
	Iteration 32Q: 3 clusters Score -1.761616e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -17617198.000000 Penalty: 3909.692871
	Iteration 33Q: 3 clusters Score -1.76172e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -17617824.000000 Penalty: 3909.692871
	Iteration 34Q: 3 clusters Score -1.761782e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 138318 members 
Entering Unmasked Estep 
Score: -17618226.000000 Penalty: 3909.692871
	Iteration 35Q: 3 clusters Score -1.761823e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -17618440.000000 Penalty: 3909.692871
	Iteration 36Q: 3 clusters Score -1.761844e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -17618488.000000 Penalty: 3909.692871
	Iteration 37Q: 3 clusters Score -1.761849e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -17618506.000000 Penalty: 3909.692871
	Iteration 38Q: 3 clusters Score -1.761851e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -17618562.000000 Penalty: 3909.692871
	Iteration 39Q: 3 clusters Score -1.761856e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -17618688.000000 Penalty: 3909.692871
	Iteration 40F: 3 clusters Score -1.761869e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -17618700.000000 Penalty: 3909.692871
	Iteration 41Q: 3 clusters Score -1.76187e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 141550 members 
Entering Unmasked Estep 
Score: -17618686.000000 Penalty: 3909.692871
	Iteration 42Q: 3 clusters Score -1.761869e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -17618704.000000 Penalty: 3909.692871
	Iteration 43Q: 3 clusters Score -1.76187e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 141953 members 
Entering Unmasked Estep 
Score: -17618708.000000 Penalty: 3909.692871
	Iteration 44Q: 3 clusters Score -1.761871e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -17618680.000000 Penalty: 3909.692871
	Iteration 45Q: 3 clusters Score -1.761868e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -17618702.000000 Penalty: 3909.692871
	Iteration 46Q: 3 clusters Score -1.76187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -17618694.000000 Penalty: 3909.692871
	Iteration 47Q: 3 clusters Score -1.761869e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 142570 members 
Entering Unmasked Estep 
Score: -17618716.000000 Penalty: 3909.692871
	Iteration 48Q: 3 clusters Score -1.761872e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -17618680.000000 Penalty: 3909.692871
	Iteration 49Q: 3 clusters Score -1.761868e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -17618726.000000 Penalty: 3909.692871
	Iteration 50Q: 3 clusters Score -1.761873e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 142877 members 
Entering Unmasked Estep 
Score: -17618746.000000 Penalty: 3909.692871
	Iteration 51Q: 3 clusters Score -1.761875e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -17618738.000000 Penalty: 3909.692871
	Iteration 52Q: 3 clusters Score -1.761874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -17618722.000000 Penalty: 3909.692871
	Iteration 53Q: 3 clusters Score -1.761872e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -17618738.000000 Penalty: 3909.692871
	Iteration 54Q: 3 clusters Score -1.761874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 143121 members 
Entering Unmasked Estep 
Score: -17618730.000000 Penalty: 3909.692871
	Iteration 55Q: 3 clusters Score -1.761873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -17618728.000000 Penalty: 3909.692871
	Iteration 56Q: 3 clusters Score -1.761873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -17618718.000000 Penalty: 3909.692871
	Iteration 57Q: 3 clusters Score -1.761872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -17618728.000000 Penalty: 3909.692871
	Iteration 58Q: 3 clusters Score -1.761873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -17618720.000000 Penalty: 3909.692871
	Iteration 59Q: 3 clusters Score -1.761872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 143302 members 
Entering Unmasked Estep 
Score: -17618736.000000 Penalty: 3909.692871
	Iteration 60F: 3 clusters Score -1.761874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -17618744.000000 Penalty: 3909.692871
	Iteration 61Q: 3 clusters Score -1.761874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 143355 members 
Entering Unmasked Estep 
Score: -17618734.000000 Penalty: 3909.692871
	Iteration 62Q: 3 clusters Score -1.761873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -17618726.000000 Penalty: 3909.692871
	Iteration 63Q: 3 clusters Score -1.761873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -17618716.000000 Penalty: 3909.692871
	Iteration 64Q: 3 clusters Score -1.761872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -17618726.000000 Penalty: 3909.692871
	Iteration 65Q: 3 clusters Score -1.761873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -17618714.000000 Penalty: 3909.692871
	Iteration 66Q: 3 clusters Score -1.761871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -17618716.000000 Penalty: 3909.692871
	Iteration 67Q: 3 clusters Score -1.761872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -17618714.000000 Penalty: 3909.692871
	Iteration 68Q: 3 clusters Score -1.761871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 143485 members 
Entering Unmasked Estep 
Score: -17618726.000000 Penalty: 3909.692871
	Iteration 69Q: 3 clusters Score -1.761873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -17618720.000000 Penalty: 3909.692871
	Iteration 70Q: 3 clusters Score -1.761872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 143519 members 
Entering Unmasked Estep 
Score: -17618718.000000 Penalty: 3909.692871
	Iteration 71Q: 3 clusters Score -1.761872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 143530 members 
Entering Unmasked Estep 
Score: -17618740.000000 Penalty: 3909.692871
	Iteration 72Q: 3 clusters Score -1.761874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -17618752.000000 Penalty: 3909.692871
	Iteration 73Q: 3 clusters Score -1.761875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -17618744.000000 Penalty: 3909.692871
	Iteration 74Q: 3 clusters Score -1.761874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -17618744.000000 Penalty: 3909.692871
	Iteration 75Q: 3 clusters Score -1.761874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 143557 members 
Entering Unmasked Estep 
Score: -17618746.000000 Penalty: 3909.692871
	Iteration 76Q: 3 clusters Score -1.761875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -17618742.000000 Penalty: 3909.692871
	Iteration 77Q: 3 clusters Score -1.761874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -17618746.000000 Penalty: 3909.692871
	Iteration 78Q: 3 clusters Score -1.761875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -17618748.000000 Penalty: 3909.692871
	Iteration 79Q: 3 clusters Score -1.761875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -17618746.000000 Penalty: 3909.692871
	Iteration 80F: 3 clusters Score -1.761875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 143573 members 
Entering Unmasked Estep 
Score: -17618752.000000 Penalty: 3909.692871
	Iteration 81Q: 3 clusters Score -1.761875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 143579 members 
Entering Unmasked Estep 
Score: -17618760.000000 Penalty: 3909.692871
	Iteration 82Q: 3 clusters Score -1.761876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -17618750.000000 Penalty: 3909.692871
	Iteration 83Q: 3 clusters Score -1.761875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 143595 members 
Entering Unmasked Estep 
Score: -17618742.000000 Penalty: 3909.692871
	Iteration 84Q: 3 clusters Score -1.761874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 143601 members 
Entering Unmasked Estep 
Score: -17618734.000000 Penalty: 3909.692871
	Iteration 85Q: 3 clusters Score -1.761873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 143606 members 
Entering Unmasked Estep 
Score: -17618744.000000 Penalty: 3909.692871
	Iteration 86Q: 3 clusters Score -1.761874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 143611 members 
Entering Unmasked Estep 
Score: -17618736.000000 Penalty: 3909.692871
	Iteration 87Q: 3 clusters Score -1.761874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -17618752.000000 Penalty: 3909.692871
	Iteration 88Q: 3 clusters Score -1.761875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -17618730.000000 Penalty: 3909.692871
	Iteration 89Q: 3 clusters Score -1.761873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -17618736.000000 Penalty: 3909.692871
	Iteration 90Q: 3 clusters Score -1.761874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -17618734.000000 Penalty: 3909.692871
	Iteration 91Q: 3 clusters Score -1.761873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -17618740.000000 Penalty: 3909.692871
	Iteration 92Q: 3 clusters Score -1.761874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -17618740.000000 Penalty: 3909.692871
	Iteration 93F: 3 clusters Score -1.761874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 143627 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 24055 members 
Mstep: Class 12 contains 225518 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 18 contains 48785 members 
Mstep: Class 19 contains 38585 members 
Entering Unmasked Estep 
Score: -70136720.000000 Penalty: 32731.208984
Splitting cluster 11 changes total score from -70128568.000000 to -70136720.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (225518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225518 members 
Entering Unmasked Estep 
Score: -23673648.000000 Penalty: 2003.000244
	Iteration 0F: 2 clusters Score -2.367365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -23537936.000000 Penalty: 4006.000488
	Iteration 0F: 3 clusters Score -2.353794e+07 nChanged 109489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -23604230.000000 Penalty: 4006.000488
	Iteration 1F: 3 clusters Score -2.360423e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -23606962.000000 Penalty: 4006.000488
	Iteration 2Q: 3 clusters Score -2.360696e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -23611638.000000 Penalty: 4006.000488
	Iteration 3Q: 3 clusters Score -2.361164e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -23618878.000000 Penalty: 4006.000488
	Iteration 4F: 3 clusters Score -2.361888e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -23628946.000000 Penalty: 4006.000488
	Iteration 5F: 3 clusters Score -2.362895e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -23640570.000000 Penalty: 4006.000488
	Iteration 6F: 3 clusters Score -2.364057e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -23650634.000000 Penalty: 4006.000488
	Iteration 7F: 3 clusters Score -2.365063e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -23655696.000000 Penalty: 4006.000488
	Iteration 8Q: 3 clusters Score -2.36557e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -23657710.000000 Penalty: 4006.000488
	Iteration 9Q: 3 clusters Score -2.365771e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -23658542.000000 Penalty: 4006.000488
	Iteration 10Q: 3 clusters Score -2.365854e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -23659294.000000 Penalty: 4006.000488
	Iteration 11Q: 3 clusters Score -2.365929e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -23659878.000000 Penalty: 4006.000488
	Iteration 12Q: 3 clusters Score -2.365988e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -23660738.000000 Penalty: 4006.000488
	Iteration 13Q: 3 clusters Score -2.366074e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 171156 members 
Entering Unmasked Estep 
Score: -23661686.000000 Penalty: 4006.000488
	Iteration 14Q: 3 clusters Score -2.366169e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 172959 members 
Entering Unmasked Estep 
Score: -23662738.000000 Penalty: 4006.000488
	Iteration 15Q: 3 clusters Score -2.366274e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -23663690.000000 Penalty: 4006.000488
	Iteration 16Q: 3 clusters Score -2.366369e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -23665124.000000 Penalty: 4006.000488
	Iteration 17Q: 3 clusters Score -2.366512e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -23666722.000000 Penalty: 4006.000488
	Iteration 18Q: 3 clusters Score -2.366672e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -23668674.000000 Penalty: 4006.000488
	Iteration 19Q: 3 clusters Score -2.366867e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -23670602.000000 Penalty: 4006.000488
	Iteration 20F: 3 clusters Score -2.36706e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -23672816.000000 Penalty: 4006.000488
	Iteration 21Q: 3 clusters Score -2.367282e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 184993 members 
Entering Unmasked Estep 
Score: -23675102.000000 Penalty: 4006.000488
	Iteration 22Q: 3 clusters Score -2.36751e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 186028 members 
Entering Unmasked Estep 
Score: -23677464.000000 Penalty: 4006.000488
	Iteration 23Q: 3 clusters Score -2.367746e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 186917 members 
Entering Unmasked Estep 
Score: -23679814.000000 Penalty: 4006.000488
	Iteration 24Q: 3 clusters Score -2.367981e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -23681650.000000 Penalty: 4006.000488
	Iteration 25Q: 3 clusters Score -2.368165e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 188256 members 
Entering Unmasked Estep 
Score: -23683304.000000 Penalty: 4006.000488
	Iteration 26Q: 3 clusters Score -2.36833e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 188942 members 
Entering Unmasked Estep 
Score: -23684336.000000 Penalty: 4006.000488
	Iteration 27Q: 3 clusters Score -2.368434e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -23685080.000000 Penalty: 4006.000488
	Iteration 28Q: 3 clusters Score -2.368508e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 190418 members 
Entering Unmasked Estep 
Score: -23685518.000000 Penalty: 4006.000488
	Iteration 29Q: 3 clusters Score -2.368552e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 191171 members 
Entering Unmasked Estep 
Score: -23685958.000000 Penalty: 4006.000488
	Iteration 30Q: 3 clusters Score -2.368596e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 191912 members 
Entering Unmasked Estep 
Score: -23686330.000000 Penalty: 4006.000488
	Iteration 31Q: 3 clusters Score -2.368633e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 192619 members 
Entering Unmasked Estep 
Score: -23686588.000000 Penalty: 4006.000488
	Iteration 32Q: 3 clusters Score -2.368659e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -23686800.000000 Penalty: 4006.000488
	Iteration 33Q: 3 clusters Score -2.36868e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 193952 members 
Entering Unmasked Estep 
Score: -23686972.000000 Penalty: 4006.000488
	Iteration 34Q: 3 clusters Score -2.368697e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 194563 members 
Entering Unmasked Estep 
Score: -23687150.000000 Penalty: 4006.000488
	Iteration 35Q: 3 clusters Score -2.368715e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 195094 members 
Entering Unmasked Estep 
Score: -23687336.000000 Penalty: 4006.000488
	Iteration 36Q: 3 clusters Score -2.368734e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 195590 members 
Entering Unmasked Estep 
Score: -23687384.000000 Penalty: 4006.000488
	Iteration 37Q: 3 clusters Score -2.368738e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 196014 members 
Entering Unmasked Estep 
Score: -23687412.000000 Penalty: 4006.000488
	Iteration 38Q: 3 clusters Score -2.368741e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 196412 members 
Entering Unmasked Estep 
Score: -23687450.000000 Penalty: 4006.000488
	Iteration 39Q: 3 clusters Score -2.368745e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 196729 members 
Entering Unmasked Estep 
Score: -23687796.000000 Penalty: 4006.000488
	Iteration 40F: 3 clusters Score -2.36878e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -23687912.000000 Penalty: 4006.000488
	Iteration 41Q: 3 clusters Score -2.368791e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 196971 members 
Entering Unmasked Estep 
Score: -23688008.000000 Penalty: 4006.000488
	Iteration 42Q: 3 clusters Score -2.368801e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 197158 members 
Entering Unmasked Estep 
Score: -23688048.000000 Penalty: 4006.000488
	Iteration 43Q: 3 clusters Score -2.368805e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 197364 members 
Entering Unmasked Estep 
Score: -23688050.000000 Penalty: 4006.000488
	Iteration 44Q: 3 clusters Score -2.368805e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 197552 members 
Entering Unmasked Estep 
Score: -23688086.000000 Penalty: 4006.000488
	Iteration 45Q: 3 clusters Score -2.368809e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 197710 members 
Entering Unmasked Estep 
Score: -23688078.000000 Penalty: 4006.000488
	Iteration 46Q: 3 clusters Score -2.368808e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 197828 members 
Entering Unmasked Estep 
Score: -23688132.000000 Penalty: 4006.000488
	Iteration 47Q: 3 clusters Score -2.368813e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 197955 members 
Entering Unmasked Estep 
Score: -23688154.000000 Penalty: 4006.000488
	Iteration 48Q: 3 clusters Score -2.368815e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 198068 members 
Entering Unmasked Estep 
Score: -23688140.000000 Penalty: 4006.000488
	Iteration 49Q: 3 clusters Score -2.368814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 198161 members 
Entering Unmasked Estep 
Score: -23688126.000000 Penalty: 4006.000488
	Iteration 50Q: 3 clusters Score -2.368813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 198243 members 
Entering Unmasked Estep 
Score: -23688140.000000 Penalty: 4006.000488
	Iteration 51Q: 3 clusters Score -2.368814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 198334 members 
Entering Unmasked Estep 
Score: -23688162.000000 Penalty: 4006.000488
	Iteration 52Q: 3 clusters Score -2.368816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 198415 members 
Entering Unmasked Estep 
Score: -23688166.000000 Penalty: 4006.000488
	Iteration 53Q: 3 clusters Score -2.368817e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 198481 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 54Q: 3 clusters Score -2.368819e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 198531 members 
Entering Unmasked Estep 
Score: -23688210.000000 Penalty: 4006.000488
	Iteration 55Q: 3 clusters Score -2.368821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 198561 members 
Entering Unmasked Estep 
Score: -23688202.000000 Penalty: 4006.000488
	Iteration 56Q: 3 clusters Score -2.36882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 198586 members 
Entering Unmasked Estep 
Score: -23688176.000000 Penalty: 4006.000488
	Iteration 57Q: 3 clusters Score -2.368818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 198597 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 58Q: 3 clusters Score -2.368819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 198608 members 
Entering Unmasked Estep 
Score: -23688180.000000 Penalty: 4006.000488
	Iteration 59Q: 3 clusters Score -2.368818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 198617 members 
Entering Unmasked Estep 
Score: -23688192.000000 Penalty: 4006.000488
	Iteration 60F: 3 clusters Score -2.368819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 198625 members 
Entering Unmasked Estep 
Score: -23688196.000000 Penalty: 4006.000488
	Iteration 61Q: 3 clusters Score -2.36882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 198634 members 
Entering Unmasked Estep 
Score: -23688202.000000 Penalty: 4006.000488
	Iteration 62Q: 3 clusters Score -2.36882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 63Q: 3 clusters Score -2.368819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 198649 members 
Entering Unmasked Estep 
Score: -23688192.000000 Penalty: 4006.000488
	Iteration 64Q: 3 clusters Score -2.368819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 198654 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 65Q: 3 clusters Score -2.368819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 198658 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 66Q: 3 clusters Score -2.368819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 198661 members 
Entering Unmasked Estep 
Score: -23688180.000000 Penalty: 4006.000488
	Iteration 67Q: 3 clusters Score -2.368818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 198665 members 
Entering Unmasked Estep 
Score: -23688196.000000 Penalty: 4006.000488
	Iteration 68Q: 3 clusters Score -2.36882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 69Q: 3 clusters Score -2.368819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -23688194.000000 Penalty: 4006.000488
	Iteration 70Q: 3 clusters Score -2.368819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 198677 members 
Entering Unmasked Estep 
Score: -23688198.000000 Penalty: 4006.000488
	Iteration 71Q: 3 clusters Score -2.36882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 198679 members 
Entering Unmasked Estep 
Score: -23688200.000000 Penalty: 4006.000488
	Iteration 72Q: 3 clusters Score -2.36882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 198680 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 73Q: 3 clusters Score -2.368819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 198683 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 74Q: 3 clusters Score -2.368819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 198684 members 
Entering Unmasked Estep 
Score: -23688194.000000 Penalty: 4006.000488
	Iteration 75Q: 3 clusters Score -2.368819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 198686 members 
Entering Unmasked Estep 
Score: -23688202.000000 Penalty: 4006.000488
	Iteration 76Q: 3 clusters Score -2.36882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 198689 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 77Q: 3 clusters Score -2.368819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 198693 members 
Entering Unmasked Estep 
Score: -23688192.000000 Penalty: 4006.000488
	Iteration 78Q: 3 clusters Score -2.368819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 198695 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 79Q: 3 clusters Score -2.368819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 198696 members 
Entering Unmasked Estep 
Score: -23688194.000000 Penalty: 4006.000488
	Iteration 80F: 3 clusters Score -2.368819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 198697 members 
Entering Unmasked Estep 
Score: -23688190.000000 Penalty: 4006.000488
	Iteration 81Q: 3 clusters Score -2.368819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 198698 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 82Q: 3 clusters Score -2.368819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 198698 members 
Entering Unmasked Estep 
Score: -23688186.000000 Penalty: 4006.000488
	Iteration 83F: 3 clusters Score -2.368819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 143627 members 
Mstep: Class 4 contains 198698 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 24055 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 18 contains 48785 members 
Mstep: Class 19 contains 38585 members 
Entering Unmasked Estep 
Score: -70151464.000000 Penalty: 34913.289062
Splitting cluster 12 changes total score from -70128568.000000 to -70151464.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (59589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Entering Unmasked Estep 
Score: -6114200.500000 Penalty: 1786.724243
	Iteration 0F: 2 clusters Score -6114200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -6074319.500000 Penalty: 3573.448486
	Iteration 0F: 3 clusters Score -6074320 nChanged 28085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6090741.500000 Penalty: 3573.448486
	Iteration 1F: 3 clusters Score -6090742 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6091571.000000 Penalty: 3573.448486
	Iteration 2Q: 3 clusters Score -6091571 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6092659.500000 Penalty: 3573.448486
	Iteration 3Q: 3 clusters Score -6092660 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6094080.000000 Penalty: 3573.448486
	Iteration 4F: 3 clusters Score -6094080 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6096072.000000 Penalty: 3573.448486
	Iteration 5F: 3 clusters Score -6096072 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6098457.000000 Penalty: 3573.448486
	Iteration 6F: 3 clusters Score -6098457 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -6100854.000000 Penalty: 3573.448486
	Iteration 7F: 3 clusters Score -6100854 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -6103092.000000 Penalty: 3573.448486
	Iteration 8F: 3 clusters Score -6103092 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -6104979.000000 Penalty: 3573.448486
	Iteration 9Q: 3 clusters Score -6104979 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -6106918.500000 Penalty: 3573.448486
	Iteration 10Q: 3 clusters Score -6106918 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -6108712.000000 Penalty: 3573.448486
	Iteration 11Q: 3 clusters Score -6108712 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6110458.000000 Penalty: 3573.448486
	Iteration 12Q: 3 clusters Score -6110458 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6111738.500000 Penalty: 3573.448486
	Iteration 13Q: 3 clusters Score -6111738 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6112379.500000 Penalty: 3573.448486
	Iteration 14Q: 3 clusters Score -6112380 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6112597.500000 Penalty: 3573.448486
	Iteration 15Q: 3 clusters Score -6112598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6112699.500000 Penalty: 3573.448486
	Iteration 16Q: 3 clusters Score -6112700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6112774.500000 Penalty: 3573.448486
	Iteration 17Q: 3 clusters Score -6112774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6112805.500000 Penalty: 3573.448486
	Iteration 18Q: 3 clusters Score -6112806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6112818.500000 Penalty: 3573.448486
	Iteration 19Q: 3 clusters Score -6112818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6112840.000000 Penalty: 3573.448486
	Iteration 20F: 3 clusters Score -6112840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6112845.000000 Penalty: 3573.448486
	Iteration 21Q: 3 clusters Score -6112845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6112849.000000 Penalty: 3573.448486
	Iteration 22Q: 3 clusters Score -6112849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6112864.500000 Penalty: 3573.448486
	Iteration 23Q: 3 clusters Score -6112864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6112872.000000 Penalty: 3573.448486
	Iteration 24Q: 3 clusters Score -6112872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6112877.500000 Penalty: 3573.448486
	Iteration 25Q: 3 clusters Score -6112878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6112880.000000 Penalty: 3573.448486
	Iteration 26Q: 3 clusters Score -6112880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6112878.000000 Penalty: 3573.448486
	Iteration 27Q: 3 clusters Score -6112878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6112876.500000 Penalty: 3573.448486
	Iteration 28Q: 3 clusters Score -6112876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6112878.000000 Penalty: 3573.448486
	Iteration 29Q: 3 clusters Score -6112878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6112881.000000 Penalty: 3573.448486
	Iteration 30Q: 3 clusters Score -6112881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6112889.000000 Penalty: 3573.448486
	Iteration 31Q: 3 clusters Score -6112889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6112891.000000 Penalty: 3573.448486
	Iteration 32Q: 3 clusters Score -6112891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6112888.500000 Penalty: 3573.448486
	Iteration 33Q: 3 clusters Score -6112888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6112889.500000 Penalty: 3573.448486
	Iteration 34Q: 3 clusters Score -6112890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6112890.500000 Penalty: 3573.448486
	Iteration 35Q: 3 clusters Score -6112890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6112892.500000 Penalty: 3573.448486
	Iteration 36Q: 3 clusters Score -6112892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6112889.500000 Penalty: 3573.448486
	Iteration 37Q: 3 clusters Score -6112890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6112889.500000 Penalty: 3573.448486
	Iteration 38F: 3 clusters Score -6112890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -148783.984375 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -148784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147142.656250 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -147142.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148179.125000 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -148179.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148780.750000 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -148780.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -149139.343750 Penalty: 2386.823730
	Iteration 3F: 3 clusters Score -149139.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -149422.484375 Penalty: 2386.823730
	Iteration 4F: 3 clusters Score -149422.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -149529.687500 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -149529.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -149584.578125 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -149584.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -149647.859375 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -149647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149662.750000 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -149662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149673.609375 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -149673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149688.015625 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -149688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149700.781250 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -149700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149701.687500 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -149701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149729.109375 Penalty: 2386.823730
	Iteration 13F: 3 clusters Score -149729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149761.218750 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -149761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -149770.703125 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -149770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -149770.968750 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -149771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -149770.968750 Penalty: 2386.823730
	Iteration 17F: 3 clusters Score -149771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 143627 members 
Mstep: Class 4 contains 198698 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 24055 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 1116 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 18 contains 48785 members 
Mstep: Class 19 contains 38585 members 
Entering Unmasked Estep 
Score: -70151464.000000 Penalty: 37095.371094
Splitting cluster 14 changes total score from -70128568.000000 to -70151464.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (51798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Entering Unmasked Estep 
Score: -5542325.000000 Penalty: 1763.954834
	Iteration 0F: 2 clusters Score -5542325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -5507626.500000 Penalty: 3527.909668
	Iteration 0F: 3 clusters Score -5507626 nChanged 24293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5521232.500000 Penalty: 3527.909668
	Iteration 1F: 3 clusters Score -5521232 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5521747.500000 Penalty: 3527.909668
	Iteration 2Q: 3 clusters Score -5521748 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5522397.500000 Penalty: 3527.909668
	Iteration 3Q: 3 clusters Score -5522398 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5523318.500000 Penalty: 3527.909668
	Iteration 4Q: 3 clusters Score -5523318 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5524943.500000 Penalty: 3527.909668
	Iteration 5F: 3 clusters Score -5524944 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5527742.500000 Penalty: 3527.909668
	Iteration 6F: 3 clusters Score -5527742 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -5531813.000000 Penalty: 3527.909668
	Iteration 7F: 3 clusters Score -5531813 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5535778.500000 Penalty: 3527.909668
	Iteration 8F: 3 clusters Score -5535778 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5538351.500000 Penalty: 3527.909668
	Iteration 9F: 3 clusters Score -5538352 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -5539724.000000 Penalty: 3527.909668
	Iteration 10Q: 3 clusters Score -5539724 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -5540425.500000 Penalty: 3527.909668
	Iteration 11Q: 3 clusters Score -5540426 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5540751.500000 Penalty: 3527.909668
	Iteration 12Q: 3 clusters Score -5540752 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -5540907.500000 Penalty: 3527.909668
	Iteration 13Q: 3 clusters Score -5540908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -5541009.000000 Penalty: 3527.909668
	Iteration 14Q: 3 clusters Score -5541009 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -5541070.500000 Penalty: 3527.909668
	Iteration 15Q: 3 clusters Score -5541070 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -5541139.500000 Penalty: 3527.909668
	Iteration 16Q: 3 clusters Score -5541140 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5541192.000000 Penalty: 3527.909668
	Iteration 17Q: 3 clusters Score -5541192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5541219.500000 Penalty: 3527.909668
	Iteration 18Q: 3 clusters Score -5541220 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -5541226.500000 Penalty: 3527.909668
	Iteration 19Q: 3 clusters Score -5541226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5541260.000000 Penalty: 3527.909668
	Iteration 20F: 3 clusters Score -5541260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5541274.000000 Penalty: 3527.909668
	Iteration 21Q: 3 clusters Score -5541274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -5541282.000000 Penalty: 3527.909668
	Iteration 22Q: 3 clusters Score -5541282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -5541300.000000 Penalty: 3527.909668
	Iteration 23Q: 3 clusters Score -5541300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -5541308.500000 Penalty: 3527.909668
	Iteration 24Q: 3 clusters Score -5541308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -5541315.000000 Penalty: 3527.909668
	Iteration 25Q: 3 clusters Score -5541315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5541330.000000 Penalty: 3527.909668
	Iteration 26Q: 3 clusters Score -5541330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -5541337.500000 Penalty: 3527.909668
	Iteration 27Q: 3 clusters Score -5541338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -5541332.500000 Penalty: 3527.909668
	Iteration 28Q: 3 clusters Score -5541332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -5541347.000000 Penalty: 3527.909668
	Iteration 29Q: 3 clusters Score -5541347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -5541353.500000 Penalty: 3527.909668
	Iteration 30Q: 3 clusters Score -5541354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5541347.000000 Penalty: 3527.909668
	Iteration 31Q: 3 clusters Score -5541347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -5541350.000000 Penalty: 3527.909668
	Iteration 32Q: 3 clusters Score -5541350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -5541351.000000 Penalty: 3527.909668
	Iteration 33Q: 3 clusters Score -5541351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -5541346.500000 Penalty: 3527.909668
	Iteration 34Q: 3 clusters Score -5541346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -5541349.000000 Penalty: 3527.909668
	Iteration 35Q: 3 clusters Score -5541349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -5541352.500000 Penalty: 3527.909668
	Iteration 36Q: 3 clusters Score -5541352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5541349.000000 Penalty: 3527.909668
	Iteration 37Q: 3 clusters Score -5541349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -5541358.000000 Penalty: 3527.909668
	Iteration 38Q: 3 clusters Score -5541358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -5541356.000000 Penalty: 3527.909668
	Iteration 39Q: 3 clusters Score -5541356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5541354.000000 Penalty: 3527.909668
	Iteration 40F: 3 clusters Score -5541354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -5541353.000000 Penalty: 3527.909668
	Iteration 41Q: 3 clusters Score -5541353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -5541355.500000 Penalty: 3527.909668
	Iteration 42Q: 3 clusters Score -5541356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -5541354.000000 Penalty: 3527.909668
	Iteration 43Q: 3 clusters Score -5541354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5541353.500000 Penalty: 3527.909668
	Iteration 44Q: 3 clusters Score -5541354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -5541355.000000 Penalty: 3527.909668
	Iteration 45Q: 3 clusters Score -5541355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -5541361.500000 Penalty: 3527.909668
	Iteration 46Q: 3 clusters Score -5541362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -5541360.500000 Penalty: 3527.909668
	Iteration 47Q: 3 clusters Score -5541360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5541368.500000 Penalty: 3527.909668
	Iteration 48Q: 3 clusters Score -5541368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -5541375.500000 Penalty: 3527.909668
	Iteration 49Q: 3 clusters Score -5541376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -5541378.500000 Penalty: 3527.909668
	Iteration 50Q: 3 clusters Score -5541378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -5541377.000000 Penalty: 3527.909668
	Iteration 51Q: 3 clusters Score -5541377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -5541382.000000 Penalty: 3527.909668
	Iteration 52Q: 3 clusters Score -5541382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -5541383.000000 Penalty: 3527.909668
	Iteration 53Q: 3 clusters Score -5541383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -5541386.500000 Penalty: 3527.909668
	Iteration 54Q: 3 clusters Score -5541386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5541386.000000 Penalty: 3527.909668
	Iteration 55Q: 3 clusters Score -5541386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5541389.000000 Penalty: 3527.909668
	Iteration 56Q: 3 clusters Score -5541389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -5541388.500000 Penalty: 3527.909668
	Iteration 57Q: 3 clusters Score -5541388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -5541390.000000 Penalty: 3527.909668
	Iteration 58Q: 3 clusters Score -5541390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -5541390.000000 Penalty: 3527.909668
	Iteration 59F: 3 clusters Score -5541390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Entering Unmasked Estep 
Score: -3912425.750000 Penalty: 1707.202515
	Iteration 0F: 2 clusters Score -3912426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3887859.500000 Penalty: 3414.405029
	Iteration 0F: 3 clusters Score -3887860 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3897319.000000 Penalty: 3414.405029
	Iteration 1F: 3 clusters Score -3897319 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3897782.750000 Penalty: 3414.405029
	Iteration 2Q: 3 clusters Score -3897783 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3898247.500000 Penalty: 3414.405029
	Iteration 3Q: 3 clusters Score -3898248 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3898751.000000 Penalty: 3414.405029
	Iteration 4Q: 3 clusters Score -3898751 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3899323.250000 Penalty: 3414.405029
	Iteration 5Q: 3 clusters Score -3899323 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3900098.500000 Penalty: 3414.405029
	Iteration 6Q: 3 clusters Score -3900098 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3901146.250000 Penalty: 3414.405029
	Iteration 7Q: 3 clusters Score -3901146 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3902639.000000 Penalty: 3414.405029
	Iteration 8F: 3 clusters Score -3902639 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3904399.750000 Penalty: 3414.405029
	Iteration 9F: 3 clusters Score -3904400 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3906186.750000 Penalty: 3414.405029
	Iteration 10F: 3 clusters Score -3906187 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3907482.000000 Penalty: 3414.405029
	Iteration 11Q: 3 clusters Score -3907482 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3908387.750000 Penalty: 3414.405029
	Iteration 12Q: 3 clusters Score -3908388 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3908948.250000 Penalty: 3414.405029
	Iteration 13Q: 3 clusters Score -3908948 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -3909305.500000 Penalty: 3414.405029
	Iteration 14Q: 3 clusters Score -3909306 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3909531.250000 Penalty: 3414.405029
	Iteration 15Q: 3 clusters Score -3909531 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3909701.750000 Penalty: 3414.405029
	Iteration 16Q: 3 clusters Score -3909702 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3909882.000000 Penalty: 3414.405029
	Iteration 17Q: 3 clusters Score -3909882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3910054.250000 Penalty: 3414.405029
	Iteration 18Q: 3 clusters Score -3910054 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3910219.750000 Penalty: 3414.405029
	Iteration 19Q: 3 clusters Score -3910220 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3910376.750000 Penalty: 3414.405029
	Iteration 20F: 3 clusters Score -3910377 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3910526.250000 Penalty: 3414.405029
	Iteration 21Q: 3 clusters Score -3910526 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3910607.250000 Penalty: 3414.405029
	Iteration 22Q: 3 clusters Score -3910607 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3910679.750000 Penalty: 3414.405029
	Iteration 23Q: 3 clusters Score -3910680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -3910724.000000 Penalty: 3414.405029
	Iteration 24Q: 3 clusters Score -3910724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3910780.250000 Penalty: 3414.405029
	Iteration 25Q: 3 clusters Score -3910780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -3910821.500000 Penalty: 3414.405029
	Iteration 26Q: 3 clusters Score -3910822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3910839.000000 Penalty: 3414.405029
	Iteration 27Q: 3 clusters Score -3910839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -3910865.500000 Penalty: 3414.405029
	Iteration 28Q: 3 clusters Score -3910866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3910882.750000 Penalty: 3414.405029
	Iteration 29Q: 3 clusters Score -3910883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -3910889.750000 Penalty: 3414.405029
	Iteration 30Q: 3 clusters Score -3910890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3910905.500000 Penalty: 3414.405029
	Iteration 31Q: 3 clusters Score -3910906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -3910913.250000 Penalty: 3414.405029
	Iteration 32Q: 3 clusters Score -3910913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -3910936.750000 Penalty: 3414.405029
	Iteration 33Q: 3 clusters Score -3910937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3910937.750000 Penalty: 3414.405029
	Iteration 34Q: 3 clusters Score -3910938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3910950.750000 Penalty: 3414.405029
	Iteration 35Q: 3 clusters Score -3910951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -3910952.500000 Penalty: 3414.405029
	Iteration 36Q: 3 clusters Score -3910952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3910958.000000 Penalty: 3414.405029
	Iteration 37Q: 3 clusters Score -3910958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3910967.750000 Penalty: 3414.405029
	Iteration 38Q: 3 clusters Score -3910968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3910970.500000 Penalty: 3414.405029
	Iteration 39Q: 3 clusters Score -3910970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3910966.750000 Penalty: 3414.405029
	Iteration 40F: 3 clusters Score -3910967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3910971.500000 Penalty: 3414.405029
	Iteration 41Q: 3 clusters Score -3910972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3910974.500000 Penalty: 3414.405029
	Iteration 42Q: 3 clusters Score -3910974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3910978.250000 Penalty: 3414.405029
	Iteration 43Q: 3 clusters Score -3910978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -3910981.250000 Penalty: 3414.405029
	Iteration 44Q: 3 clusters Score -3910981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3910983.250000 Penalty: 3414.405029
	Iteration 45Q: 3 clusters Score -3910983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -3910984.500000 Penalty: 3414.405029
	Iteration 46Q: 3 clusters Score -3910984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -3910982.250000 Penalty: 3414.405029
	Iteration 47Q: 3 clusters Score -3910982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3910986.000000 Penalty: 3414.405029
	Iteration 48Q: 3 clusters Score -3910986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -3910986.500000 Penalty: 3414.405029
	Iteration 49Q: 3 clusters Score -3910986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -3910986.750000 Penalty: 3414.405029
	Iteration 50Q: 3 clusters Score -3910987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3910987.500000 Penalty: 3414.405029
	Iteration 51Q: 3 clusters Score -3910988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -3910989.250000 Penalty: 3414.405029
	Iteration 52Q: 3 clusters Score -3910989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -3910989.250000 Penalty: 3414.405029
	Iteration 53F: 3 clusters Score -3910989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Entering Unmasked Estep 
Score: -5174208.500000 Penalty: 1754.216553
	Iteration 0F: 2 clusters Score -5174208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -5141368.000000 Penalty: 3508.433105
	Iteration 0F: 3 clusters Score -5141368 nChanged 22877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5154712.500000 Penalty: 3508.433105
	Iteration 1F: 3 clusters Score -5154712 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5155506.000000 Penalty: 3508.433105
	Iteration 2Q: 3 clusters Score -5155506 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -5156500.000000 Penalty: 3508.433105
	Iteration 3Q: 3 clusters Score -5156500 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5158071.500000 Penalty: 3508.433105
	Iteration 4F: 3 clusters Score -5158072 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -5160136.000000 Penalty: 3508.433105
	Iteration 5F: 3 clusters Score -5160136 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5162495.500000 Penalty: 3508.433105
	Iteration 6F: 3 clusters Score -5162496 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5164614.500000 Penalty: 3508.433105
	Iteration 7F: 3 clusters Score -5164614 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -5166152.500000 Penalty: 3508.433105
	Iteration 8F: 3 clusters Score -5166152 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -5167183.500000 Penalty: 3508.433105
	Iteration 9Q: 3 clusters Score -5167184 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5167785.500000 Penalty: 3508.433105
	Iteration 10Q: 3 clusters Score -5167786 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -5168151.000000 Penalty: 3508.433105
	Iteration 11Q: 3 clusters Score -5168151 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5168386.500000 Penalty: 3508.433105
	Iteration 12Q: 3 clusters Score -5168386 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5168565.500000 Penalty: 3508.433105
	Iteration 13Q: 3 clusters Score -5168566 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5168683.000000 Penalty: 3508.433105
	Iteration 14Q: 3 clusters Score -5168683 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5168774.000000 Penalty: 3508.433105
	Iteration 15Q: 3 clusters Score -5168774 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5168888.000000 Penalty: 3508.433105
	Iteration 16Q: 3 clusters Score -5168888 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5168942.000000 Penalty: 3508.433105
	Iteration 17Q: 3 clusters Score -5168942 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -5169003.500000 Penalty: 3508.433105
	Iteration 18Q: 3 clusters Score -5169004 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5169065.500000 Penalty: 3508.433105
	Iteration 19Q: 3 clusters Score -5169066 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5169109.000000 Penalty: 3508.433105
	Iteration 20F: 3 clusters Score -5169109 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5169160.000000 Penalty: 3508.433105
	Iteration 21Q: 3 clusters Score -5169160 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5169211.000000 Penalty: 3508.433105
	Iteration 22Q: 3 clusters Score -5169211 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5169273.000000 Penalty: 3508.433105
	Iteration 23Q: 3 clusters Score -5169273 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5169339.000000 Penalty: 3508.433105
	Iteration 24Q: 3 clusters Score -5169339 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5169347.000000 Penalty: 3508.433105
	Iteration 25Q: 3 clusters Score -5169347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5169391.500000 Penalty: 3508.433105
	Iteration 26Q: 3 clusters Score -5169392 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5169441.000000 Penalty: 3508.433105
	Iteration 27Q: 3 clusters Score -5169441 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5169516.500000 Penalty: 3508.433105
	Iteration 28Q: 3 clusters Score -5169516 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5169571.500000 Penalty: 3508.433105
	Iteration 29Q: 3 clusters Score -5169572 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -5169639.000000 Penalty: 3508.433105
	Iteration 30Q: 3 clusters Score -5169639 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -5169735.500000 Penalty: 3508.433105
	Iteration 31Q: 3 clusters Score -5169736 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5169836.500000 Penalty: 3508.433105
	Iteration 32Q: 3 clusters Score -5169836 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5169928.500000 Penalty: 3508.433105
	Iteration 33Q: 3 clusters Score -5169928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5170010.500000 Penalty: 3508.433105
	Iteration 34Q: 3 clusters Score -5170010 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5170091.500000 Penalty: 3508.433105
	Iteration 35Q: 3 clusters Score -5170092 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5170208.000000 Penalty: 3508.433105
	Iteration 36Q: 3 clusters Score -5170208 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5170313.000000 Penalty: 3508.433105
	Iteration 37Q: 3 clusters Score -5170313 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -5170456.500000 Penalty: 3508.433105
	Iteration 38Q: 3 clusters Score -5170456 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5170602.500000 Penalty: 3508.433105
	Iteration 39Q: 3 clusters Score -5170602 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5170758.000000 Penalty: 3508.433105
	Iteration 40F: 3 clusters Score -5170758 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5170939.000000 Penalty: 3508.433105
	Iteration 41Q: 3 clusters Score -5170939 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5171114.000000 Penalty: 3508.433105
	Iteration 42Q: 3 clusters Score -5171114 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -5171301.000000 Penalty: 3508.433105
	Iteration 43Q: 3 clusters Score -5171301 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5171507.500000 Penalty: 3508.433105
	Iteration 44Q: 3 clusters Score -5171508 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5171732.500000 Penalty: 3508.433105
	Iteration 45Q: 3 clusters Score -5171732 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -5171970.500000 Penalty: 3508.433105
	Iteration 46Q: 3 clusters Score -5171970 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -5172226.000000 Penalty: 3508.433105
	Iteration 47Q: 3 clusters Score -5172226 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -5172498.000000 Penalty: 3508.433105
	Iteration 48Q: 3 clusters Score -5172498 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5172759.500000 Penalty: 3508.433105
	Iteration 49Q: 3 clusters Score -5172760 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5173001.500000 Penalty: 3508.433105
	Iteration 50Q: 3 clusters Score -5173002 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5173164.500000 Penalty: 3508.433105
	Iteration 51Q: 3 clusters Score -5173164 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -5173325.500000 Penalty: 3508.433105
	Iteration 52Q: 3 clusters Score -5173326 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5173450.500000 Penalty: 3508.433105
	Iteration 53Q: 3 clusters Score -5173450 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5173551.500000 Penalty: 3508.433105
	Iteration 54Q: 3 clusters Score -5173552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5173644.000000 Penalty: 3508.433105
	Iteration 55Q: 3 clusters Score -5173644 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5173701.500000 Penalty: 3508.433105
	Iteration 56Q: 3 clusters Score -5173702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5173760.500000 Penalty: 3508.433105
	Iteration 57Q: 3 clusters Score -5173760 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5173816.000000 Penalty: 3508.433105
	Iteration 58Q: 3 clusters Score -5173816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5173875.500000 Penalty: 3508.433105
	Iteration 59Q: 3 clusters Score -5173876 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5173925.000000 Penalty: 3508.433105
	Iteration 60F: 3 clusters Score -5173925 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5173958.000000 Penalty: 3508.433105
	Iteration 61Q: 3 clusters Score -5173958 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5174003.500000 Penalty: 3508.433105
	Iteration 62Q: 3 clusters Score -5174004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5174022.000000 Penalty: 3508.433105
	Iteration 63Q: 3 clusters Score -5174022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5174044.500000 Penalty: 3508.433105
	Iteration 64Q: 3 clusters Score -5174044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5174070.500000 Penalty: 3508.433105
	Iteration 65Q: 3 clusters Score -5174070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5174069.000000 Penalty: 3508.433105
	Iteration 66Q: 3 clusters Score -5174069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5174060.000000 Penalty: 3508.433105
	Iteration 67Q: 3 clusters Score -5174060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5174068.000000 Penalty: 3508.433105
	Iteration 68Q: 3 clusters Score -5174068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5174071.000000 Penalty: 3508.433105
	Iteration 69Q: 3 clusters Score -5174071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5174074.500000 Penalty: 3508.433105
	Iteration 70Q: 3 clusters Score -5174074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5174076.000000 Penalty: 3508.433105
	Iteration 71Q: 3 clusters Score -5174076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5174081.500000 Penalty: 3508.433105
	Iteration 72Q: 3 clusters Score -5174082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5174086.500000 Penalty: 3508.433105
	Iteration 73Q: 3 clusters Score -5174086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5174100.000000 Penalty: 3508.433105
	Iteration 74Q: 3 clusters Score -5174100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5174095.500000 Penalty: 3508.433105
	Iteration 75Q: 3 clusters Score -5174096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5174099.500000 Penalty: 3508.433105
	Iteration 76Q: 3 clusters Score -5174100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5174096.000000 Penalty: 3508.433105
	Iteration 77Q: 3 clusters Score -5174096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5174085.000000 Penalty: 3508.433105
	Iteration 78Q: 3 clusters Score -5174085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5174094.500000 Penalty: 3508.433105
	Iteration 79Q: 3 clusters Score -5174094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5174095.000000 Penalty: 3508.433105
	Iteration 80F: 3 clusters Score -5174095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5174103.000000 Penalty: 3508.433105
	Iteration 81Q: 3 clusters Score -5174103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5174108.000000 Penalty: 3508.433105
	Iteration 82Q: 3 clusters Score -5174108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5174119.500000 Penalty: 3508.433105
	Iteration 83Q: 3 clusters Score -5174120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5174124.500000 Penalty: 3508.433105
	Iteration 84Q: 3 clusters Score -5174124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5174124.000000 Penalty: 3508.433105
	Iteration 85Q: 3 clusters Score -5174124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5174123.000000 Penalty: 3508.433105
	Iteration 86Q: 3 clusters Score -5174123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5174126.500000 Penalty: 3508.433105
	Iteration 87Q: 3 clusters Score -5174126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5174127.000000 Penalty: 3508.433105
	Iteration 88Q: 3 clusters Score -5174127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5174125.500000 Penalty: 3508.433105
	Iteration 89Q: 3 clusters Score -5174126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5174129.000000 Penalty: 3508.433105
	Iteration 90Q: 3 clusters Score -5174129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5174124.500000 Penalty: 3508.433105
	Iteration 91Q: 3 clusters Score -5174124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5174118.000000 Penalty: 3508.433105
	Iteration 92Q: 3 clusters Score -5174118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5174120.500000 Penalty: 3508.433105
	Iteration 93Q: 3 clusters Score -5174120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5174123.000000 Penalty: 3508.433105
	Iteration 94Q: 3 clusters Score -5174123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5174120.500000 Penalty: 3508.433105
	Iteration 95Q: 3 clusters Score -5174120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5174128.500000 Penalty: 3508.433105
	Iteration 96Q: 3 clusters Score -5174128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5174130.500000 Penalty: 3508.433105
	Iteration 97Q: 3 clusters Score -5174130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5174130.000000 Penalty: 3508.433105
	Iteration 98Q: 3 clusters Score -5174130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5174133.500000 Penalty: 3508.433105
	Iteration 99Q: 3 clusters Score -5174134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5174134.000000 Penalty: 3508.433105
	Iteration 100F: 3 clusters Score -5174134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5174133.500000 Penalty: 3508.433105
	Iteration 101Q: 3 clusters Score -5174134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5174139.000000 Penalty: 3508.433105
	Iteration 102Q: 3 clusters Score -5174139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5174133.500000 Penalty: 3508.433105
	Iteration 103Q: 3 clusters Score -5174134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5174129.000000 Penalty: 3508.433105
	Iteration 104Q: 3 clusters Score -5174129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5174128.500000 Penalty: 3508.433105
	Iteration 105Q: 3 clusters Score -5174128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5174128.500000 Penalty: 3508.433105
	Iteration 106F: 3 clusters Score -5174128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Entering Unmasked Estep 
Score: -4157928.750000 Penalty: 1716.100586
	Iteration 0F: 2 clusters Score -4157929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4131913.000000 Penalty: 3432.201172
	Iteration 0F: 3 clusters Score -4131913 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4142391.500000 Penalty: 3432.201172
	Iteration 1F: 3 clusters Score -4142392 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4143013.000000 Penalty: 3432.201172
	Iteration 2Q: 3 clusters Score -4143013 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4143881.250000 Penalty: 3432.201172
	Iteration 3Q: 3 clusters Score -4143881 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4144847.750000 Penalty: 3432.201172
	Iteration 4F: 3 clusters Score -4144848 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4146062.250000 Penalty: 3432.201172
	Iteration 5F: 3 clusters Score -4146062 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4147678.000000 Penalty: 3432.201172
	Iteration 6F: 3 clusters Score -4147678 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4149305.750000 Penalty: 3432.201172
	Iteration 7F: 3 clusters Score -4149306 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4150874.750000 Penalty: 3432.201172
	Iteration 8F: 3 clusters Score -4150875 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4152186.250000 Penalty: 3432.201172
	Iteration 9Q: 3 clusters Score -4152186 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -4153028.250000 Penalty: 3432.201172
	Iteration 10Q: 3 clusters Score -4153028 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4153414.000000 Penalty: 3432.201172
	Iteration 11Q: 3 clusters Score -4153414 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4153649.750000 Penalty: 3432.201172
	Iteration 12Q: 3 clusters Score -4153650 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4153796.500000 Penalty: 3432.201172
	Iteration 13Q: 3 clusters Score -4153796 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4153893.250000 Penalty: 3432.201172
	Iteration 14Q: 3 clusters Score -4153893 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4154003.750000 Penalty: 3432.201172
	Iteration 15Q: 3 clusters Score -4154004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4154104.750000 Penalty: 3432.201172
	Iteration 16Q: 3 clusters Score -4154105 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4154207.000000 Penalty: 3432.201172
	Iteration 17Q: 3 clusters Score -4154207 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4154293.250000 Penalty: 3432.201172
	Iteration 18Q: 3 clusters Score -4154293 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4154378.500000 Penalty: 3432.201172
	Iteration 19Q: 3 clusters Score -4154378 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4154478.250000 Penalty: 3432.201172
	Iteration 20F: 3 clusters Score -4154478 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4154550.250000 Penalty: 3432.201172
	Iteration 21Q: 3 clusters Score -4154550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4154633.750000 Penalty: 3432.201172
	Iteration 22Q: 3 clusters Score -4154634 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4154726.500000 Penalty: 3432.201172
	Iteration 23Q: 3 clusters Score -4154726 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4154820.750000 Penalty: 3432.201172
	Iteration 24Q: 3 clusters Score -4154821 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4154918.750000 Penalty: 3432.201172
	Iteration 25Q: 3 clusters Score -4154919 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4155037.250000 Penalty: 3432.201172
	Iteration 26Q: 3 clusters Score -4155037 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4155133.750000 Penalty: 3432.201172
	Iteration 27Q: 3 clusters Score -4155134 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4155243.250000 Penalty: 3432.201172
	Iteration 28Q: 3 clusters Score -4155243 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4155321.750000 Penalty: 3432.201172
	Iteration 29Q: 3 clusters Score -4155322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4155396.000000 Penalty: 3432.201172
	Iteration 30Q: 3 clusters Score -4155396 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4155492.250000 Penalty: 3432.201172
	Iteration 31Q: 3 clusters Score -4155492 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4155564.000000 Penalty: 3432.201172
	Iteration 32Q: 3 clusters Score -4155564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4155657.000000 Penalty: 3432.201172
	Iteration 33Q: 3 clusters Score -4155657 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4155752.250000 Penalty: 3432.201172
	Iteration 34Q: 3 clusters Score -4155752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4155840.500000 Penalty: 3432.201172
	Iteration 35Q: 3 clusters Score -4155840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4155920.250000 Penalty: 3432.201172
	Iteration 36Q: 3 clusters Score -4155920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4155985.500000 Penalty: 3432.201172
	Iteration 37Q: 3 clusters Score -4155986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4156067.750000 Penalty: 3432.201172
	Iteration 38Q: 3 clusters Score -4156068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4156160.500000 Penalty: 3432.201172
	Iteration 39Q: 3 clusters Score -4156160 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4156261.250000 Penalty: 3432.201172
	Iteration 40F: 3 clusters Score -4156261 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4156369.000000 Penalty: 3432.201172
	Iteration 41Q: 3 clusters Score -4156369 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4156497.000000 Penalty: 3432.201172
	Iteration 42Q: 3 clusters Score -4156497 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4156580.500000 Penalty: 3432.201172
	Iteration 43Q: 3 clusters Score -4156580 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4156685.500000 Penalty: 3432.201172
	Iteration 44Q: 3 clusters Score -4156686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4156795.750000 Penalty: 3432.201172
	Iteration 45Q: 3 clusters Score -4156796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4156869.000000 Penalty: 3432.201172
	Iteration 46Q: 3 clusters Score -4156869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4156910.250000 Penalty: 3432.201172
	Iteration 47Q: 3 clusters Score -4156910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4156962.750000 Penalty: 3432.201172
	Iteration 48Q: 3 clusters Score -4156963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4156997.750000 Penalty: 3432.201172
	Iteration 49Q: 3 clusters Score -4156998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4157016.000000 Penalty: 3432.201172
	Iteration 50Q: 3 clusters Score -4157016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4157033.000000 Penalty: 3432.201172
	Iteration 51Q: 3 clusters Score -4157033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4157046.000000 Penalty: 3432.201172
	Iteration 52Q: 3 clusters Score -4157046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4157055.000000 Penalty: 3432.201172
	Iteration 53Q: 3 clusters Score -4157055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4157050.000000 Penalty: 3432.201172
	Iteration 54Q: 3 clusters Score -4157050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4157054.500000 Penalty: 3432.201172
	Iteration 55Q: 3 clusters Score -4157054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4157066.250000 Penalty: 3432.201172
	Iteration 56Q: 3 clusters Score -4157066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4157068.250000 Penalty: 3432.201172
	Iteration 57Q: 3 clusters Score -4157068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4157072.250000 Penalty: 3432.201172
	Iteration 58Q: 3 clusters Score -4157072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4157076.250000 Penalty: 3432.201172
	Iteration 59Q: 3 clusters Score -4157076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4157098.500000 Penalty: 3432.201172
	Iteration 60F: 3 clusters Score -4157098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4157128.750000 Penalty: 3432.201172
	Iteration 61Q: 3 clusters Score -4157129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4157145.750000 Penalty: 3432.201172
	Iteration 62Q: 3 clusters Score -4157146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4157159.500000 Penalty: 3432.201172
	Iteration 63Q: 3 clusters Score -4157160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4157176.750000 Penalty: 3432.201172
	Iteration 64Q: 3 clusters Score -4157177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4157181.750000 Penalty: 3432.201172
	Iteration 65Q: 3 clusters Score -4157182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4157188.500000 Penalty: 3432.201172
	Iteration 66Q: 3 clusters Score -4157188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4157196.750000 Penalty: 3432.201172
	Iteration 67Q: 3 clusters Score -4157197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4157199.500000 Penalty: 3432.201172
	Iteration 68Q: 3 clusters Score -4157200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4157197.750000 Penalty: 3432.201172
	Iteration 69Q: 3 clusters Score -4157198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4157196.750000 Penalty: 3432.201172
	Iteration 70Q: 3 clusters Score -4157197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4157200.250000 Penalty: 3432.201172
	Iteration 71Q: 3 clusters Score -4157200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4157202.500000 Penalty: 3432.201172
	Iteration 72Q: 3 clusters Score -4157202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4157198.250000 Penalty: 3432.201172
	Iteration 73Q: 3 clusters Score -4157198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4157197.250000 Penalty: 3432.201172
	Iteration 74Q: 3 clusters Score -4157197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4157197.750000 Penalty: 3432.201172
	Iteration 75Q: 3 clusters Score -4157198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4157203.000000 Penalty: 3432.201172
	Iteration 76Q: 3 clusters Score -4157203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4157204.750000 Penalty: 3432.201172
	Iteration 77Q: 3 clusters Score -4157205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4157204.750000 Penalty: 3432.201172
	Iteration 78Q: 3 clusters Score -4157205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4157206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4157205.500000 Penalty: 3432.201172
	Iteration 80F: 3 clusters Score -4157206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 24055 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 1116 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 36529 members 
Mstep: Class 18 contains 48785 members 
Mstep: Class 19 contains 38585 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 18 clusters Score -7.01599e+07 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 140569 members 
Mstep: Class 4 contains 196338 members 
Mstep: Class 5 contains 22064 members 
Mstep: Class 6 contains 338 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 10 contains 8222 members 
Mstep: Class 11 contains 25476 members 
Mstep: Class 12 contains 27582 members 
Mstep: Class 13 contains 58737 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 51833 members 
Mstep: Class 16 contains 37455 members 
Mstep: Class 18 contains 48863 members 
Mstep: Class 19 contains 41039 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -7.016837e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 140188 members 
Mstep: Class 4 contains 197478 members 
Mstep: Class 5 contains 21748 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 11458 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 26255 members 
Mstep: Class 12 contains 28053 members 
Mstep: Class 13 contains 55563 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 51647 members 
Mstep: Class 16 contains 37863 members 
Mstep: Class 18 contains 48596 members 
Mstep: Class 19 contains 42884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -7.017351e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 140249 members 
Mstep: Class 4 contains 197439 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 10948 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 26943 members 
Mstep: Class 12 contains 28659 members 
Mstep: Class 13 contains 53029 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 51537 members 
Mstep: Class 16 contains 38165 members 
Mstep: Class 18 contains 48376 members 
Mstep: Class 19 contains 44631 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -7.017676e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 140375 members 
Mstep: Class 4 contains 197170 members 
Mstep: Class 5 contains 21353 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 10494 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 27536 members 
Mstep: Class 12 contains 29286 members 
Mstep: Class 13 contains 50763 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 51435 members 
Mstep: Class 16 contains 38487 members 
Mstep: Class 18 contains 48195 members 
Mstep: Class 19 contains 46202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -7.017926e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 140669 members 
Mstep: Class 4 contains 196482 members 
Mstep: Class 5 contains 21260 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 28071 members 
Mstep: Class 12 contains 29933 members 
Mstep: Class 13 contains 48778 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 51340 members 
Mstep: Class 16 contains 38839 members 
Mstep: Class 18 contains 48050 members 
Mstep: Class 19 contains 47691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -7.018173e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 141004 members 
Mstep: Class 4 contains 195500 members 
Mstep: Class 5 contains 21235 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 28573 members 
Mstep: Class 12 contains 30558 members 
Mstep: Class 13 contains 47119 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 16 contains 39195 members 
Mstep: Class 18 contains 47936 members 
Mstep: Class 19 contains 49046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -7.018317e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 141431 members 
Mstep: Class 4 contains 194445 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 9315 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 31223 members 
Mstep: Class 13 contains 45697 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 51108 members 
Mstep: Class 16 contains 39541 members 
Mstep: Class 18 contains 47846 members 
Mstep: Class 19 contains 50186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 18 clusters Score -7.018448e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 141869 members 
Mstep: Class 4 contains 193376 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 29461 members 
Mstep: Class 12 contains 31877 members 
Mstep: Class 13 contains 44491 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 51026 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 18 contains 47771 members 
Mstep: Class 19 contains 51209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 18 clusters Score -7.018538e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 142386 members 
Mstep: Class 4 contains 192244 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 29818 members 
Mstep: Class 12 contains 32503 members 
Mstep: Class 13 contains 43463 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 50944 members 
Mstep: Class 16 contains 40069 members 
Mstep: Class 18 contains 47699 members 
Mstep: Class 19 contains 52144 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 18 clusters Score -7.018599e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 142962 members 
Mstep: Class 4 contains 191089 members 
Mstep: Class 5 contains 21158 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 10 contains 7709 members 
Mstep: Class 11 contains 30126 members 
Mstep: Class 12 contains 33082 members 
Mstep: Class 13 contains 42590 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 50870 members 
Mstep: Class 16 contains 40301 members 
Mstep: Class 18 contains 47668 members 
Mstep: Class 19 contains 52925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -7.01865e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 143537 members 
Mstep: Class 4 contains 189835 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 10 contains 7682 members 
Mstep: Class 11 contains 30410 members 
Mstep: Class 12 contains 33683 members 
Mstep: Class 13 contains 41879 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 50814 members 
Mstep: Class 16 contains 40500 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 19 contains 53632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70186880.000000 Penalty: 37095.371094
Iteration 50Q: 18 clusters Score -7.018688e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 144082 members 
Mstep: Class 4 contains 188694 members 
Mstep: Class 5 contains 21159 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 30675 members 
Mstep: Class 12 contains 34221 members 
Mstep: Class 13 contains 41259 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 50775 members 
Mstep: Class 16 contains 40653 members 
Mstep: Class 18 contains 47641 members 
Mstep: Class 19 contains 54245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187328.000000 Penalty: 37095.371094
Iteration 51Q: 18 clusters Score -7.018733e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3538 members 
Mstep: Class 3 contains 144584 members 
Mstep: Class 4 contains 187606 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7455 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 40702 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 50731 members 
Mstep: Class 16 contains 40791 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 19 contains 54776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 18 clusters Score -7.018727e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 145066 members 
Mstep: Class 4 contains 186538 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 31216 members 
Mstep: Class 12 contains 35229 members 
Mstep: Class 13 contains 40201 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 50696 members 
Mstep: Class 16 contains 40939 members 
Mstep: Class 18 contains 47646 members 
Mstep: Class 19 contains 55257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187688.000000 Penalty: 37095.371094
Iteration 53Q: 18 clusters Score -7.018769e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 145644 members 
Mstep: Class 4 contains 185495 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 31455 members 
Mstep: Class 12 contains 35687 members 
Mstep: Class 13 contains 39739 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 50683 members 
Mstep: Class 16 contains 41052 members 
Mstep: Class 18 contains 47636 members 
Mstep: Class 19 contains 55651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187784.000000 Penalty: 37095.371094
Iteration 54Q: 18 clusters Score -7.018778e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 146105 members 
Mstep: Class 4 contains 184619 members 
Mstep: Class 5 contains 21226 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 10 contains 7647 members 
Mstep: Class 11 contains 31709 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 39300 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 50672 members 
Mstep: Class 16 contains 41151 members 
Mstep: Class 18 contains 47641 members 
Mstep: Class 19 contains 56000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187552.000000 Penalty: 37095.371094
Iteration 55Q: 18 clusters Score -7.018755e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 146506 members 
Mstep: Class 4 contains 183890 members 
Mstep: Class 5 contains 21229 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 31915 members 
Mstep: Class 12 contains 36407 members 
Mstep: Class 13 contains 38904 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 50660 members 
Mstep: Class 16 contains 41219 members 
Mstep: Class 18 contains 47649 members 
Mstep: Class 19 contains 56322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187552.000000 Penalty: 37095.371094
Iteration 56Q: 18 clusters Score -7.018755e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 146822 members 
Mstep: Class 4 contains 183218 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 32134 members 
Mstep: Class 12 contains 36731 members 
Mstep: Class 13 contains 38562 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 50650 members 
Mstep: Class 16 contains 41272 members 
Mstep: Class 18 contains 47661 members 
Mstep: Class 19 contains 56601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187496.000000 Penalty: 37095.371094
Iteration 57Q: 18 clusters Score -7.01875e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 147103 members 
Mstep: Class 4 contains 182641 members 
Mstep: Class 5 contains 21263 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 6307 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 11 contains 32302 members 
Mstep: Class 12 contains 37025 members 
Mstep: Class 13 contains 38236 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 50636 members 
Mstep: Class 16 contains 41332 members 
Mstep: Class 18 contains 47678 members 
Mstep: Class 19 contains 56858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187736.000000 Penalty: 37095.371094
Iteration 58Q: 18 clusters Score -7.018774e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 147311 members 
Mstep: Class 4 contains 182112 members 
Mstep: Class 5 contains 21274 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 32465 members 
Mstep: Class 12 contains 37286 members 
Mstep: Class 13 contains 37946 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 50629 members 
Mstep: Class 16 contains 41396 members 
Mstep: Class 18 contains 47688 members 
Mstep: Class 19 contains 57125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187792.000000 Penalty: 37095.371094
Iteration 59Q: 18 clusters Score -7.018779e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 147478 members 
Mstep: Class 4 contains 181633 members 
Mstep: Class 5 contains 21296 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 32599 members 
Mstep: Class 12 contains 37540 members 
Mstep: Class 13 contains 37724 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 15 contains 50619 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 18 contains 47685 members 
Mstep: Class 19 contains 57341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187888.000000 Penalty: 37095.371094
Iteration 60F: 18 clusters Score -7.018789e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 3 contains 147659 members 
Mstep: Class 4 contains 181200 members 
Mstep: Class 5 contains 21325 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 11 contains 32699 members 
Mstep: Class 12 contains 37745 members 
Mstep: Class 13 contains 37529 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 50610 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 18 contains 47688 members 
Mstep: Class 19 contains 57538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188136.000000 Penalty: 37095.371094
Iteration 61Q: 18 clusters Score -7.018814e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 147804 members 
Mstep: Class 4 contains 180792 members 
Mstep: Class 5 contains 21360 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 32795 members 
Mstep: Class 12 contains 37955 members 
Mstep: Class 13 contains 37372 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 50611 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 18 contains 47684 members 
Mstep: Class 19 contains 57714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188376.000000 Penalty: 37095.371094
Iteration 62Q: 18 clusters Score -7.018838e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 147940 members 
Mstep: Class 4 contains 180386 members 
Mstep: Class 5 contains 21400 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 32902 members 
Mstep: Class 12 contains 38164 members 
Mstep: Class 13 contains 37249 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 50620 members 
Mstep: Class 16 contains 41580 members 
Mstep: Class 18 contains 47685 members 
Mstep: Class 19 contains 57862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188168.000000 Penalty: 37095.371094
Iteration 63Q: 18 clusters Score -7.018817e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 148022 members 
Mstep: Class 4 contains 180015 members 
Mstep: Class 5 contains 21446 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 32999 members 
Mstep: Class 12 contains 38364 members 
Mstep: Class 13 contains 37156 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 50623 members 
Mstep: Class 16 contains 41602 members 
Mstep: Class 18 contains 47683 members 
Mstep: Class 19 contains 58000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188384.000000 Penalty: 37095.371094
Iteration 64Q: 18 clusters Score -7.018838e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 148101 members 
Mstep: Class 4 contains 179659 members 
Mstep: Class 5 contains 21476 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 10 contains 7577 members 
Mstep: Class 11 contains 33085 members 
Mstep: Class 12 contains 38546 members 
Mstep: Class 13 contains 37061 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 50630 members 
Mstep: Class 16 contains 41615 members 
Mstep: Class 18 contains 47679 members 
Mstep: Class 19 contains 58134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188464.000000 Penalty: 37095.371094
Iteration 65Q: 18 clusters Score -7.018846e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 148123 members 
Mstep: Class 4 contains 179391 members 
Mstep: Class 5 contains 21513 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 11 contains 33146 members 
Mstep: Class 12 contains 38709 members 
Mstep: Class 13 contains 36997 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 50634 members 
Mstep: Class 16 contains 41623 members 
Mstep: Class 18 contains 47678 members 
Mstep: Class 19 contains 58258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188376.000000 Penalty: 37095.371094
Iteration 66Q: 18 clusters Score -7.018838e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 148140 members 
Mstep: Class 4 contains 179172 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 33189 members 
Mstep: Class 12 contains 38847 members 
Mstep: Class 13 contains 36924 members 
Mstep: Class 14 contains 3572 members 
Mstep: Class 15 contains 50635 members 
Mstep: Class 16 contains 41637 members 
Mstep: Class 18 contains 47676 members 
Mstep: Class 19 contains 58376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188392.000000 Penalty: 37095.371094
Iteration 67Q: 18 clusters Score -7.018839e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 148141 members 
Mstep: Class 4 contains 178975 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33232 members 
Mstep: Class 12 contains 38983 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 50634 members 
Mstep: Class 16 contains 41644 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 58490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188432.000000 Penalty: 37095.371094
Iteration 68Q: 18 clusters Score -7.018843e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 148175 members 
Mstep: Class 4 contains 178743 members 
Mstep: Class 5 contains 21575 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 33275 members 
Mstep: Class 12 contains 39096 members 
Mstep: Class 13 contains 36806 members 
Mstep: Class 14 contains 3576 members 
Mstep: Class 15 contains 50640 members 
Mstep: Class 16 contains 41642 members 
Mstep: Class 18 contains 47657 members 
Mstep: Class 19 contains 58603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188584.000000 Penalty: 37095.371094
Iteration 69Q: 18 clusters Score -7.018858e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 148186 members 
Mstep: Class 4 contains 178544 members 
Mstep: Class 5 contains 21596 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 33303 members 
Mstep: Class 12 contains 39205 members 
Mstep: Class 13 contains 36746 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 50646 members 
Mstep: Class 16 contains 41646 members 
Mstep: Class 18 contains 47655 members 
Mstep: Class 19 contains 58701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188760.000000 Penalty: 37095.371094
Iteration 70Q: 18 clusters Score -7.018876e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 148206 members 
Mstep: Class 4 contains 178333 members 
Mstep: Class 5 contains 21622 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 33349 members 
Mstep: Class 12 contains 39310 members 
Mstep: Class 13 contains 36695 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 50652 members 
Mstep: Class 16 contains 41649 members 
Mstep: Class 18 contains 47655 members 
Mstep: Class 19 contains 58787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188736.000000 Penalty: 37095.371094
Iteration 71Q: 18 clusters Score -7.018874e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 148228 members 
Mstep: Class 4 contains 178134 members 
Mstep: Class 5 contains 21642 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 33386 members 
Mstep: Class 12 contains 39400 members 
Mstep: Class 13 contains 36655 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 50656 members 
Mstep: Class 16 contains 41648 members 
Mstep: Class 18 contains 47654 members 
Mstep: Class 19 contains 58870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188656.000000 Penalty: 37095.371094
Iteration 72Q: 18 clusters Score -7.018866e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 148268 members 
Mstep: Class 4 contains 177950 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 33414 members 
Mstep: Class 12 contains 39463 members 
Mstep: Class 13 contains 36618 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 50661 members 
Mstep: Class 16 contains 41650 members 
Mstep: Class 18 contains 47660 members 
Mstep: Class 19 contains 58941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188800.000000 Penalty: 37095.371094
Iteration 73Q: 18 clusters Score -7.01888e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 148306 members 
Mstep: Class 4 contains 177781 members 
Mstep: Class 5 contains 21669 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 33445 members 
Mstep: Class 12 contains 39515 members 
Mstep: Class 13 contains 36579 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 50657 members 
Mstep: Class 16 contains 41655 members 
Mstep: Class 18 contains 47661 members 
Mstep: Class 19 contains 59015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188912.000000 Penalty: 37095.371094
Iteration 74Q: 18 clusters Score -7.018891e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 148360 members 
Mstep: Class 4 contains 177607 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5408 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 33471 members 
Mstep: Class 12 contains 39563 members 
Mstep: Class 13 contains 36540 members 
Mstep: Class 14 contains 3581 members 
Mstep: Class 15 contains 50655 members 
Mstep: Class 16 contains 41665 members 
Mstep: Class 18 contains 47658 members 
Mstep: Class 19 contains 59085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189064.000000 Penalty: 37095.371094
Iteration 75Q: 18 clusters Score -7.018906e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 148391 members 
Mstep: Class 4 contains 177501 members 
Mstep: Class 5 contains 21682 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 33494 members 
Mstep: Class 12 contains 39597 members 
Mstep: Class 13 contains 36503 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 50657 members 
Mstep: Class 16 contains 41671 members 
Mstep: Class 18 contains 47658 members 
Mstep: Class 19 contains 59126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189128.000000 Penalty: 37095.371094
Iteration 76Q: 18 clusters Score -7.018913e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 148432 members 
Mstep: Class 4 contains 177399 members 
Mstep: Class 5 contains 21685 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 33510 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 36460 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 50660 members 
Mstep: Class 16 contains 41671 members 
Mstep: Class 18 contains 47660 members 
Mstep: Class 19 contains 59157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189056.000000 Penalty: 37095.371094
Iteration 77Q: 18 clusters Score -7.018906e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 148471 members 
Mstep: Class 4 contains 177301 members 
Mstep: Class 5 contains 21696 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5429 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 33521 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 36430 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 50662 members 
Mstep: Class 16 contains 41681 members 
Mstep: Class 18 contains 47660 members 
Mstep: Class 19 contains 59185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189096.000000 Penalty: 37095.371094
Iteration 78Q: 18 clusters Score -7.01891e+07 nChanged 472
Entering ConstructFrom: 
Score: -70189096.000000 Penalty: 37095.371094
Entering ConstructFrom: 
Trying to split cluster 1 (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: -220921.234375 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -220921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -218655.375000 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -218655.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -219427.140625 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -219427.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -219933.734375 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -219933.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -220386.328125 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -220386.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220678.031250 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -220678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -220817.078125 Penalty: 2518.389648
	Iteration 5F: 3 clusters Score -220817.1 nChanged 81
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: -220880.203125 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -220880.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -220914.281250 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -220914.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -220939.812500 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -220939.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -220959.687500 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -220959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -220964.265625 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -220964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -220968.750000 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -220968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220969.125000 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -220969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220969.906250 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -220969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -220971.531250 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -220971.5 nChanged 3
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: -220976.218750 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -220976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -220977.156250 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -220977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -220977.156250 Penalty: 2518.389648
	Iteration 17F: 3 clusters Score -220977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 148480 members 
Mstep: Class 4 contains 177222 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33535 members 
Mstep: Class 12 contains 39707 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 59211 members 
Entering Unmasked Estep 
Score: -70188312.000000 Penalty: 39277.449219
Splitting cluster 1 changes total score from -70189096.000000 to -70188312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -280833.781250 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -280833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -278201.406250 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -278201.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -278841.312500 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -278841.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278991.843750 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -278991.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -279082.531250 Penalty: 2586.878174
	Iteration 3F: 3 clusters Score -279082.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279177.937500 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -279177.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -279246.031250 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -279246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -279294.031250 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -279294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -279333.000000 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -279333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -279359.781250 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -279359.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279387.875000 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -279387.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279425.218750 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -279425.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279490.750000 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -279490.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279573.718750 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -279573.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -279626.187500 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -279626.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -279673.437500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -279673.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279719.093750 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -279719.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -279751.937500 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -279751.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279798.437500 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -279798.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -279847.968750 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -279848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -279900.812500 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -279900.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -279947.750000 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -279947.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -279984.562500 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -279984.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -280019.500000 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -280019.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -280055.375000 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -280055.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -280091.937500 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -280091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -280120.656250 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -280120.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -280141.656250 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -280141.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -280157.031250 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -280157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -280168.812500 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -280168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -280178.531250 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -280178.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -280184.781250 Penalty: 2586.878174
	Iteration 30Q: 3 clusters Score -280184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -280192.125000 Penalty: 2586.878174
	Iteration 31Q: 3 clusters Score -280192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -280197.593750 Penalty: 2586.878174
	Iteration 32Q: 3 clusters Score -280197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -280204.093750 Penalty: 2586.878174
	Iteration 33Q: 3 clusters Score -280204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -280214.437500 Penalty: 2586.878174
	Iteration 34Q: 3 clusters Score -280214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -280223.468750 Penalty: 2586.878174
	Iteration 35Q: 3 clusters Score -280223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -280238.875000 Penalty: 2586.878174
	Iteration 36Q: 3 clusters Score -280238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -280247.125000 Penalty: 2586.878174
	Iteration 37Q: 3 clusters Score -280247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -280252.437500 Penalty: 2586.878174
	Iteration 38Q: 3 clusters Score -280252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -280256.312500 Penalty: 2586.878174
	Iteration 39Q: 3 clusters Score -280256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -280258.156250 Penalty: 2586.878174
	Iteration 40F: 3 clusters Score -280258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -280258.812500 Penalty: 2586.878174
	Iteration 41Q: 3 clusters Score -280258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -280258.812500 Penalty: 2586.878174
	Iteration 42F: 3 clusters Score -280258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (148480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148480 members 
Entering Unmasked Estep 
Score: -15642879.000000 Penalty: 1935.083496
	Iteration 0F: 2 clusters Score -1.564288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -15545520.000000 Penalty: 3870.166992
	Iteration 0F: 3 clusters Score -1.554552e+07 nChanged 71690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -15588269.000000 Penalty: 3870.166992
	Iteration 1F: 3 clusters Score -1.558827e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -15589224.000000 Penalty: 3870.166992
	Iteration 2Q: 3 clusters Score -1.558922e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -15590179.000000 Penalty: 3870.166992
	Iteration 3Q: 3 clusters Score -1.559018e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -15591508.000000 Penalty: 3870.166992
	Iteration 4Q: 3 clusters Score -1.559151e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -15593044.000000 Penalty: 3870.166992
	Iteration 5Q: 3 clusters Score -1.559304e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -15595430.000000 Penalty: 3870.166992
	Iteration 6Q: 3 clusters Score -1.559543e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -15599227.000000 Penalty: 3870.166992
	Iteration 7F: 3 clusters Score -1.559923e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -15605193.000000 Penalty: 3870.166992
	Iteration 8F: 3 clusters Score -1.560519e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -15614231.000000 Penalty: 3870.166992
	Iteration 9F: 3 clusters Score -1.561423e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -15624080.000000 Penalty: 3870.166992
	Iteration 10F: 3 clusters Score -1.562408e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 119283 members 
Entering Unmasked Estep 
Score: -15631518.000000 Penalty: 3870.166992
	Iteration 11F: 3 clusters Score -1.563152e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -15635397.000000 Penalty: 3870.166992
	Iteration 12Q: 3 clusters Score -1.56354e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -15637622.000000 Penalty: 3870.166992
	Iteration 13Q: 3 clusters Score -1.563762e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -15639265.000000 Penalty: 3870.166992
	Iteration 14Q: 3 clusters Score -1.563926e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -15640591.000000 Penalty: 3870.166992
	Iteration 15Q: 3 clusters Score -1.564059e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -15641624.000000 Penalty: 3870.166992
	Iteration 16Q: 3 clusters Score -1.564162e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -15642417.000000 Penalty: 3870.166992
	Iteration 17Q: 3 clusters Score -1.564242e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 132268 members 
Entering Unmasked Estep 
Score: -15643040.000000 Penalty: 3870.166992
	Iteration 18Q: 3 clusters Score -1.564304e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 133078 members 
Entering Unmasked Estep 
Score: -15643415.000000 Penalty: 3870.166992
	Iteration 19Q: 3 clusters Score -1.564342e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 133796 members 
Entering Unmasked Estep 
Score: -15643726.000000 Penalty: 3870.166992
	Iteration 20F: 3 clusters Score -1.564373e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 134423 members 
Entering Unmasked Estep 
Score: -15643966.000000 Penalty: 3870.166992
	Iteration 21Q: 3 clusters Score -1.564397e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 134956 members 
Entering Unmasked Estep 
Score: -15644123.000000 Penalty: 3870.166992
	Iteration 22Q: 3 clusters Score -1.564412e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -15644242.000000 Penalty: 3870.166992
	Iteration 23Q: 3 clusters Score -1.564424e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -15644321.000000 Penalty: 3870.166992
	Iteration 24Q: 3 clusters Score -1.564432e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -15644447.000000 Penalty: 3870.166992
	Iteration 25Q: 3 clusters Score -1.564445e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -15644444.000000 Penalty: 3870.166992
	Iteration 26Q: 3 clusters Score -1.564444e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 136790 members 
Entering Unmasked Estep 
Score: -15644512.000000 Penalty: 3870.166992
	Iteration 27Q: 3 clusters Score -1.564451e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -15644522.000000 Penalty: 3870.166992
	Iteration 28Q: 3 clusters Score -1.564452e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -15644536.000000 Penalty: 3870.166992
	Iteration 29Q: 3 clusters Score -1.564454e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -15644592.000000 Penalty: 3870.166992
	Iteration 30Q: 3 clusters Score -1.564459e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -15644571.000000 Penalty: 3870.166992
	Iteration 31Q: 3 clusters Score -1.564457e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -15644585.000000 Penalty: 3870.166992
	Iteration 32Q: 3 clusters Score -1.564458e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -15644596.000000 Penalty: 3870.166992
	Iteration 33Q: 3 clusters Score -1.56446e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -15644590.000000 Penalty: 3870.166992
	Iteration 34Q: 3 clusters Score -1.564459e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -15644618.000000 Penalty: 3870.166992
	Iteration 35Q: 3 clusters Score -1.564462e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -15644619.000000 Penalty: 3870.166992
	Iteration 36Q: 3 clusters Score -1.564462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -15644631.000000 Penalty: 3870.166992
	Iteration 37Q: 3 clusters Score -1.564463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -15644637.000000 Penalty: 3870.166992
	Iteration 38Q: 3 clusters Score -1.564464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 137915 members 
Entering Unmasked Estep 
Score: -15644626.000000 Penalty: 3870.166992
	Iteration 39Q: 3 clusters Score -1.564463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -15644645.000000 Penalty: 3870.166992
	Iteration 40F: 3 clusters Score -1.564464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -15644632.000000 Penalty: 3870.166992
	Iteration 41Q: 3 clusters Score -1.564463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -15644643.000000 Penalty: 3870.166992
	Iteration 42Q: 3 clusters Score -1.564464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 137950 members 
Entering Unmasked Estep 
Score: -15644634.000000 Penalty: 3870.166992
	Iteration 43Q: 3 clusters Score -1.564463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 137953 members 
Entering Unmasked Estep 
Score: -15644633.000000 Penalty: 3870.166992
	Iteration 44Q: 3 clusters Score -1.564463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -15644639.000000 Penalty: 3870.166992
	Iteration 45Q: 3 clusters Score -1.564464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -15644636.000000 Penalty: 3870.166992
	Iteration 46Q: 3 clusters Score -1.564464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 137964 members 
Entering Unmasked Estep 
Score: -15644640.000000 Penalty: 3870.166992
	Iteration 47Q: 3 clusters Score -1.564464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -15644642.000000 Penalty: 3870.166992
	Iteration 48Q: 3 clusters Score -1.564464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 137973 members 
Entering Unmasked Estep 
Score: -15644633.000000 Penalty: 3870.166992
	Iteration 49Q: 3 clusters Score -1.564463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 137975 members 
Entering Unmasked Estep 
Score: -15644632.000000 Penalty: 3870.166992
	Iteration 50Q: 3 clusters Score -1.564463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -15644631.000000 Penalty: 3870.166992
	Iteration 51Q: 3 clusters Score -1.564463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -15644636.000000 Penalty: 3870.166992
	Iteration 52Q: 3 clusters Score -1.564464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 137979 members 
Entering Unmasked Estep 
Score: -15644627.000000 Penalty: 3870.166992
	Iteration 53Q: 3 clusters Score -1.564463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 137980 members 
Entering Unmasked Estep 
Score: -15644630.000000 Penalty: 3870.166992
	Iteration 54Q: 3 clusters Score -1.564463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 137981 members 
Entering Unmasked Estep 
Score: -15644622.000000 Penalty: 3870.166992
	Iteration 55Q: 3 clusters Score -1.564462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 137984 members 
Entering Unmasked Estep 
Score: -15644618.000000 Penalty: 3870.166992
	Iteration 56Q: 3 clusters Score -1.564462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -15644633.000000 Penalty: 3870.166992
	Iteration 57Q: 3 clusters Score -1.564463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 137990 members 
Entering Unmasked Estep 
Score: -15644633.000000 Penalty: 3870.166992
	Iteration 58Q: 3 clusters Score -1.564463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -15644629.000000 Penalty: 3870.166992
	Iteration 59Q: 3 clusters Score -1.564463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -15644628.000000 Penalty: 3870.166992
	Iteration 60F: 3 clusters Score -1.564463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 137994 members 
Entering Unmasked Estep 
Score: -15644636.000000 Penalty: 3870.166992
	Iteration 61Q: 3 clusters Score -1.564464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -15644630.000000 Penalty: 3870.166992
	Iteration 62Q: 3 clusters Score -1.564463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -15644630.000000 Penalty: 3870.166992
	Iteration 63F: 3 clusters Score -1.564463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 177222 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 137993 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33535 members 
Mstep: Class 12 contains 39707 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 59211 members 
Entering Unmasked Estep 
Score: -70190832.000000 Penalty: 39277.449219
Splitting cluster 3 changes total score from -70189096.000000 to -70190832.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (177222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177222 members 
Entering Unmasked Estep 
Score: -18612656.000000 Penalty: 1963.838257
	Iteration 0F: 2 clusters Score -1.861266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -18495992.000000 Penalty: 3927.676514
	Iteration 0F: 3 clusters Score -1.849599e+07 nChanged 85502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -18546530.000000 Penalty: 3927.676514
	Iteration 1F: 3 clusters Score -1.854653e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -18547382.000000 Penalty: 3927.676514
	Iteration 2Q: 3 clusters Score -1.854738e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -18548288.000000 Penalty: 3927.676514
	Iteration 3Q: 3 clusters Score -1.854829e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -18549460.000000 Penalty: 3927.676514
	Iteration 4Q: 3 clusters Score -1.854946e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -18550998.000000 Penalty: 3927.676514
	Iteration 5Q: 3 clusters Score -1.8551e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -18553140.000000 Penalty: 3927.676514
	Iteration 6Q: 3 clusters Score -1.855314e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -18556462.000000 Penalty: 3927.676514
	Iteration 7Q: 3 clusters Score -1.855646e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -18561272.000000 Penalty: 3927.676514
	Iteration 8Q: 3 clusters Score -1.856127e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -18568226.000000 Penalty: 3927.676514
	Iteration 9F: 3 clusters Score -1.856823e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -18575928.000000 Penalty: 3927.676514
	Iteration 10F: 3 clusters Score -1.857593e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -18581522.000000 Penalty: 3927.676514
	Iteration 11F: 3 clusters Score -1.858152e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -18584212.000000 Penalty: 3927.676514
	Iteration 12Q: 3 clusters Score -1.858421e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -18585292.000000 Penalty: 3927.676514
	Iteration 13Q: 3 clusters Score -1.858529e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -18586116.000000 Penalty: 3927.676514
	Iteration 14Q: 3 clusters Score -1.858612e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124173 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -18586942.000000 Penalty: 3927.676514
	Iteration 15Q: 3 clusters Score -1.858694e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -18587674.000000 Penalty: 3927.676514
	Iteration 16Q: 3 clusters Score -1.858767e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -18588508.000000 Penalty: 3927.676514
	Iteration 17Q: 3 clusters Score -1.858851e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -18589406.000000 Penalty: 3927.676514
	Iteration 18Q: 3 clusters Score -1.858941e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -18590470.000000 Penalty: 3927.676514
	Iteration 19Q: 3 clusters Score -1.859047e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -18591780.000000 Penalty: 3927.676514
	Iteration 20F: 3 clusters Score -1.859178e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -18593262.000000 Penalty: 3927.676514
	Iteration 21Q: 3 clusters Score -1.859326e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -18594778.000000 Penalty: 3927.676514
	Iteration 22Q: 3 clusters Score -1.859478e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -18596494.000000 Penalty: 3927.676514
	Iteration 23Q: 3 clusters Score -1.859649e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152547 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -18598358.000000 Penalty: 3927.676514
	Iteration 24Q: 3 clusters Score -1.859836e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -18600312.000000 Penalty: 3927.676514
	Iteration 25Q: 3 clusters Score -1.860031e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -18602054.000000 Penalty: 3927.676514
	Iteration 26Q: 3 clusters Score -1.860205e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -18604058.000000 Penalty: 3927.676514
	Iteration 27Q: 3 clusters Score -1.860406e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -18606156.000000 Penalty: 3927.676514
	Iteration 28Q: 3 clusters Score -1.860616e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -18607932.000000 Penalty: 3927.676514
	Iteration 29Q: 3 clusters Score -1.860793e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -18609498.000000 Penalty: 3927.676514
	Iteration 30Q: 3 clusters Score -1.86095e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -18610860.000000 Penalty: 3927.676514
	Iteration 31Q: 3 clusters Score -1.861086e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -18611928.000000 Penalty: 3927.676514
	Iteration 32Q: 3 clusters Score -1.861193e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171895 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18612586.000000 Penalty: 3927.676514
	Iteration 33Q: 3 clusters Score -1.861259e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171886 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -18613082.000000 Penalty: 3927.676514
	Iteration 34Q: 3 clusters Score -1.861308e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171774 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -18613456.000000 Penalty: 3927.676514
	Iteration 35Q: 3 clusters Score -1.861346e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171576 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -18613650.000000 Penalty: 3927.676514
	Iteration 36Q: 3 clusters Score -1.861365e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -18613806.000000 Penalty: 3927.676514
	Iteration 37Q: 3 clusters Score -1.861381e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171149 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -18613974.000000 Penalty: 3927.676514
	Iteration 38Q: 3 clusters Score -1.861397e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -18614066.000000 Penalty: 3927.676514
	Iteration 39Q: 3 clusters Score -1.861407e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170768 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -18614354.000000 Penalty: 3927.676514
	Iteration 40F: 3 clusters Score -1.861435e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -18614638.000000 Penalty: 3927.676514
	Iteration 41Q: 3 clusters Score -1.861464e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170062 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -18614870.000000 Penalty: 3927.676514
	Iteration 42Q: 3 clusters Score -1.861487e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -18615072.000000 Penalty: 3927.676514
	Iteration 43Q: 3 clusters Score -1.861507e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -18615166.000000 Penalty: 3927.676514
	Iteration 44Q: 3 clusters Score -1.861517e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -18615324.000000 Penalty: 3927.676514
	Iteration 45Q: 3 clusters Score -1.861532e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -18615372.000000 Penalty: 3927.676514
	Iteration 46Q: 3 clusters Score -1.861537e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -18615504.000000 Penalty: 3927.676514
	Iteration 47Q: 3 clusters Score -1.86155e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -18615568.000000 Penalty: 3927.676514
	Iteration 48Q: 3 clusters Score -1.861557e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -18615590.000000 Penalty: 3927.676514
	Iteration 49Q: 3 clusters Score -1.861559e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -18615654.000000 Penalty: 3927.676514
	Iteration 50Q: 3 clusters Score -1.861565e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -18615686.000000 Penalty: 3927.676514
	Iteration 51Q: 3 clusters Score -1.861569e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -18615752.000000 Penalty: 3927.676514
	Iteration 52Q: 3 clusters Score -1.861575e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -18615756.000000 Penalty: 3927.676514
	Iteration 53Q: 3 clusters Score -1.861576e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -18615788.000000 Penalty: 3927.676514
	Iteration 54Q: 3 clusters Score -1.861579e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -18615816.000000 Penalty: 3927.676514
	Iteration 55Q: 3 clusters Score -1.861582e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167220 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -18615844.000000 Penalty: 3927.676514
	Iteration 56Q: 3 clusters Score -1.861584e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -18615848.000000 Penalty: 3927.676514
	Iteration 57Q: 3 clusters Score -1.861585e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -18615884.000000 Penalty: 3927.676514
	Iteration 58Q: 3 clusters Score -1.861588e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -18615874.000000 Penalty: 3927.676514
	Iteration 59Q: 3 clusters Score -1.861587e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -18615888.000000 Penalty: 3927.676514
	Iteration 60F: 3 clusters Score -1.861589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -18615902.000000 Penalty: 3927.676514
	Iteration 61Q: 3 clusters Score -1.86159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -18615882.000000 Penalty: 3927.676514
	Iteration 62Q: 3 clusters Score -1.861588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -18615908.000000 Penalty: 3927.676514
	Iteration 63Q: 3 clusters Score -1.861591e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -18615904.000000 Penalty: 3927.676514
	Iteration 64Q: 3 clusters Score -1.86159e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -18615922.000000 Penalty: 3927.676514
	Iteration 65Q: 3 clusters Score -1.861592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -18615932.000000 Penalty: 3927.676514
	Iteration 66Q: 3 clusters Score -1.861593e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -18615976.000000 Penalty: 3927.676514
	Iteration 67Q: 3 clusters Score -1.861598e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -18615968.000000 Penalty: 3927.676514
	Iteration 68Q: 3 clusters Score -1.861597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -18615984.000000 Penalty: 3927.676514
	Iteration 69Q: 3 clusters Score -1.861598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -18615974.000000 Penalty: 3927.676514
	Iteration 70Q: 3 clusters Score -1.861597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -18616000.000000 Penalty: 3927.676514
	Iteration 71Q: 3 clusters Score -1.8616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -18616004.000000 Penalty: 3927.676514
	Iteration 72Q: 3 clusters Score -1.8616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -18616034.000000 Penalty: 3927.676514
	Iteration 73Q: 3 clusters Score -1.861603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -18616022.000000 Penalty: 3927.676514
	Iteration 74Q: 3 clusters Score -1.861602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -18616006.000000 Penalty: 3927.676514
	Iteration 75Q: 3 clusters Score -1.861601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166203 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -18615998.000000 Penalty: 3927.676514
	Iteration 76Q: 3 clusters Score -1.8616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -18616006.000000 Penalty: 3927.676514
	Iteration 77Q: 3 clusters Score -1.861601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -18616010.000000 Penalty: 3927.676514
	Iteration 78Q: 3 clusters Score -1.861601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -18616014.000000 Penalty: 3927.676514
	Iteration 79Q: 3 clusters Score -1.861601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -18616024.000000 Penalty: 3927.676514
	Iteration 80F: 3 clusters Score -1.861602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -18616024.000000 Penalty: 3927.676514
	Iteration 81Q: 3 clusters Score -1.861602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166111 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -18616026.000000 Penalty: 3927.676514
	Iteration 82Q: 3 clusters Score -1.861603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -18616028.000000 Penalty: 3927.676514
	Iteration 83Q: 3 clusters Score -1.861603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -18616008.000000 Penalty: 3927.676514
	Iteration 84Q: 3 clusters Score -1.861601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -18615998.000000 Penalty: 3927.676514
	Iteration 85Q: 3 clusters Score -1.8616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -18615976.000000 Penalty: 3927.676514
	Iteration 86Q: 3 clusters Score -1.861598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -18615980.000000 Penalty: 3927.676514
	Iteration 87Q: 3 clusters Score -1.861598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -18615978.000000 Penalty: 3927.676514
	Iteration 88Q: 3 clusters Score -1.861598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -18615980.000000 Penalty: 3927.676514
	Iteration 89Q: 3 clusters Score -1.861598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166024 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -18615982.000000 Penalty: 3927.676514
	Iteration 90Q: 3 clusters Score -1.861598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -18615978.000000 Penalty: 3927.676514
	Iteration 91Q: 3 clusters Score -1.861598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -18615978.000000 Penalty: 3927.676514
	Iteration 92Q: 3 clusters Score -1.861598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166020 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -18615974.000000 Penalty: 3927.676514
	Iteration 93Q: 3 clusters Score -1.861597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -18615982.000000 Penalty: 3927.676514
	Iteration 94Q: 3 clusters Score -1.861598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -18615990.000000 Penalty: 3927.676514
	Iteration 95Q: 3 clusters Score -1.861599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -18615990.000000 Penalty: 3927.676514
	Iteration 96F: 3 clusters Score -1.861599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 166015 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 137993 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33535 members 
Mstep: Class 12 contains 39707 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 17 contains 11207 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 59211 members 
Entering Unmasked Estep 
Score: -70194080.000000 Penalty: 41459.531250
Splitting cluster 4 changes total score from -70189096.000000 to -70194080.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (21706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Entering Unmasked Estep 
Score: -2323536.000000 Penalty: 1622.618408
	Iteration 0F: 2 clusters Score -2323536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2308759.500000 Penalty: 3245.236816
	Iteration 0F: 3 clusters Score -2308760 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2314121.500000 Penalty: 3245.236816
	Iteration 1F: 3 clusters Score -2314122 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2314474.500000 Penalty: 3245.236816
	Iteration 2Q: 3 clusters Score -2314474 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2314887.500000 Penalty: 3245.236816
	Iteration 3Q: 3 clusters Score -2314888 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2315416.250000 Penalty: 3245.236816
	Iteration 4Q: 3 clusters Score -2315416 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2316197.000000 Penalty: 3245.236816
	Iteration 5F: 3 clusters Score -2316197 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2317258.250000 Penalty: 3245.236816
	Iteration 6F: 3 clusters Score -2317258 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2318513.250000 Penalty: 3245.236816
	Iteration 7F: 3 clusters Score -2318513 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2319699.750000 Penalty: 3245.236816
	Iteration 8F: 3 clusters Score -2319700 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2320569.250000 Penalty: 3245.236816
	Iteration 9F: 3 clusters Score -2320569 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2321095.000000 Penalty: 3245.236816
	Iteration 10Q: 3 clusters Score -2321095 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2321433.250000 Penalty: 3245.236816
	Iteration 11Q: 3 clusters Score -2321433 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2321656.750000 Penalty: 3245.236816
	Iteration 12Q: 3 clusters Score -2321657 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2321807.500000 Penalty: 3245.236816
	Iteration 13Q: 3 clusters Score -2321808 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2321918.500000 Penalty: 3245.236816
	Iteration 14Q: 3 clusters Score -2321918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2322014.500000 Penalty: 3245.236816
	Iteration 15Q: 3 clusters Score -2322014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2322084.500000 Penalty: 3245.236816
	Iteration 16Q: 3 clusters Score -2322084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2322140.750000 Penalty: 3245.236816
	Iteration 17Q: 3 clusters Score -2322141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2322179.250000 Penalty: 3245.236816
	Iteration 18Q: 3 clusters Score -2322179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2322217.500000 Penalty: 3245.236816
	Iteration 19Q: 3 clusters Score -2322218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2322237.750000 Penalty: 3245.236816
	Iteration 20F: 3 clusters Score -2322238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2322255.750000 Penalty: 3245.236816
	Iteration 21Q: 3 clusters Score -2322256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2322270.750000 Penalty: 3245.236816
	Iteration 22Q: 3 clusters Score -2322271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2322285.250000 Penalty: 3245.236816
	Iteration 23Q: 3 clusters Score -2322285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2322292.250000 Penalty: 3245.236816
	Iteration 24Q: 3 clusters Score -2322292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2322299.250000 Penalty: 3245.236816
	Iteration 25Q: 3 clusters Score -2322299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2322302.000000 Penalty: 3245.236816
	Iteration 26Q: 3 clusters Score -2322302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2322307.250000 Penalty: 3245.236816
	Iteration 27Q: 3 clusters Score -2322307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2322311.500000 Penalty: 3245.236816
	Iteration 28Q: 3 clusters Score -2322312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2322318.500000 Penalty: 3245.236816
	Iteration 29Q: 3 clusters Score -2322318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2322318.500000 Penalty: 3245.236816
	Iteration 30Q: 3 clusters Score -2322318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2322321.000000 Penalty: 3245.236816
	Iteration 31Q: 3 clusters Score -2322321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2322322.750000 Penalty: 3245.236816
	Iteration 32Q: 3 clusters Score -2322323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2322319.250000 Penalty: 3245.236816
	Iteration 33Q: 3 clusters Score -2322319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2322324.500000 Penalty: 3245.236816
	Iteration 34Q: 3 clusters Score -2322324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3245.236816
	Iteration 35Q: 3 clusters Score -2322328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2322325.250000 Penalty: 3245.236816
	Iteration 36Q: 3 clusters Score -2322325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2322326.500000 Penalty: 3245.236816
	Iteration 37Q: 3 clusters Score -2322326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2322323.250000 Penalty: 3245.236816
	Iteration 38Q: 3 clusters Score -2322323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2322323.000000 Penalty: 3245.236816
	Iteration 39Q: 3 clusters Score -2322323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2322322.250000 Penalty: 3245.236816
	Iteration 40F: 3 clusters Score -2322322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2322323.250000 Penalty: 3245.236816
	Iteration 41Q: 3 clusters Score -2322323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2322323.000000 Penalty: 3245.236816
	Iteration 42Q: 3 clusters Score -2322323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2322327.000000 Penalty: 3245.236816
	Iteration 43Q: 3 clusters Score -2322327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2322328.000000 Penalty: 3245.236816
	Iteration 44Q: 3 clusters Score -2322328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2322329.500000 Penalty: 3245.236816
	Iteration 45Q: 3 clusters Score -2322330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2322330.250000 Penalty: 3245.236816
	Iteration 46Q: 3 clusters Score -2322330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3245.236816
	Iteration 47Q: 3 clusters Score -2322328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2322327.250000 Penalty: 3245.236816
	Iteration 48Q: 3 clusters Score -2322327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2322330.250000 Penalty: 3245.236816
	Iteration 49Q: 3 clusters Score -2322330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2322330.000000 Penalty: 3245.236816
	Iteration 50Q: 3 clusters Score -2322330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2322327.750000 Penalty: 3245.236816
	Iteration 51Q: 3 clusters Score -2322328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3245.236816
	Iteration 52Q: 3 clusters Score -2322328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3245.236816
	Iteration 53Q: 3 clusters Score -2322328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3245.236816
	Iteration 54F: 3 clusters Score -2322328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -28350.111328 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -28350.11 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 161 members 
Entering Unmasked Estep 
Score: -27551.142578 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -27551.14 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27743.716797 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27743.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27793.220703 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -27793.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27798.531250 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -27798.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27800.365234 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -27800.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27801.515625 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27801.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27802.490234 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27802.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27802.490234 Penalty: 1901.030518
	Iteration 7F: 3 clusters Score -27802.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -44775.742188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -44775.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43827.148438 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -43827.15 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44088.246094 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -44088.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44176.425781 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -44176.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44277.750000 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -44277.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44359.800781 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -44359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44415.804688 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -44415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44505.441406 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -44505.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44552.527344 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -44552.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44604.917969 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -44604.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44612.769531 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -44612.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44620.222656 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -44620.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44624.511719 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -44624.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44626.218750 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -44626.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44626.925781 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -44626.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44626.925781 Penalty: 2002.392334
	Iteration 14F: 3 clusters Score -44626.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -579886.437500 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -579886.4 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 2696 members 
Entering Unmasked Estep 
Score: -575661.250000 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -575661.2 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -576771.187500 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -576771.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -576936.625000 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -576936.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -577043.062500 Penalty: 2794.661133
	Iteration 3Q: 3 clusters Score -577043.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -577112.437500 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -577112.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -577158.625000 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -577158.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -577196.750000 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -577196.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -577220.062500 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -577220.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -577241.875000 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -577241.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -577263.875000 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -577263.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -577284.187500 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -577284.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -577301.000000 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -577301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -577314.375000 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -577314.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -577325.250000 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -577325.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -577340.062500 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -577340.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -577354.437500 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -577354.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -577372.125000 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -577372.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -577386.437500 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -577386.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -577397.937500 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -577397.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -577409.875000 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -577409.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -577422.125000 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -577422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -577433.625000 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -577433.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -577446.375000 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -577446.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -577463.375000 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -577463.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -577477.375000 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -577477.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -577493.625000 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -577493.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -577511.500000 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -577511.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -577529.750000 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -577529.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -577546.437500 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -577546.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -577562.062500 Penalty: 2794.661133
	Iteration 29Q: 3 clusters Score -577562.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -577584.187500 Penalty: 2794.661133
	Iteration 30Q: 3 clusters Score -577584.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -577614.437500 Penalty: 2794.661133
	Iteration 31Q: 3 clusters Score -577614.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -577656.250000 Penalty: 2794.661133
	Iteration 32Q: 3 clusters Score -577656.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -577717.125000 Penalty: 2794.661133
	Iteration 33Q: 3 clusters Score -577717.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -577771.187500 Penalty: 2794.661133
	Iteration 34Q: 3 clusters Score -577771.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -577832.250000 Penalty: 2794.661133
	Iteration 35Q: 3 clusters Score -577832.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -577893.062500 Penalty: 2794.661133
	Iteration 36Q: 3 clusters Score -577893.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -577955.625000 Penalty: 2794.661133
	Iteration 37Q: 3 clusters Score -577955.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -578014.062500 Penalty: 2794.661133
	Iteration 38Q: 3 clusters Score -578014.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -578073.937500 Penalty: 2794.661133
	Iteration 39Q: 3 clusters Score -578073.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -578115.750000 Penalty: 2794.661133
	Iteration 40F: 3 clusters Score -578115.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -578154.687500 Penalty: 2794.661133
	Iteration 41Q: 3 clusters Score -578154.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -578189.250000 Penalty: 2794.661133
	Iteration 42Q: 3 clusters Score -578189.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -578221.250000 Penalty: 2794.661133
	Iteration 43Q: 3 clusters Score -578221.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -578254.500000 Penalty: 2794.661133
	Iteration 44Q: 3 clusters Score -578254.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -578292.000000 Penalty: 2794.661133
	Iteration 45Q: 3 clusters Score -578292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -578331.000000 Penalty: 2794.661133
	Iteration 46Q: 3 clusters Score -578331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -578356.000000 Penalty: 2794.661133
	Iteration 47Q: 3 clusters Score -578356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -578371.375000 Penalty: 2794.661133
	Iteration 48Q: 3 clusters Score -578371.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -578381.125000 Penalty: 2794.661133
	Iteration 49Q: 3 clusters Score -578381.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -578389.187500 Penalty: 2794.661133
	Iteration 50Q: 3 clusters Score -578389.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -578397.062500 Penalty: 2794.661133
	Iteration 51Q: 3 clusters Score -578397.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -578403.437500 Penalty: 2794.661133
	Iteration 52Q: 3 clusters Score -578403.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -578408.750000 Penalty: 2794.661133
	Iteration 53Q: 3 clusters Score -578408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -578415.187500 Penalty: 2794.661133
	Iteration 54Q: 3 clusters Score -578415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -578420.625000 Penalty: 2794.661133
	Iteration 55Q: 3 clusters Score -578420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -578427.375000 Penalty: 2794.661133
	Iteration 56Q: 3 clusters Score -578427.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -578436.062500 Penalty: 2794.661133
	Iteration 57Q: 3 clusters Score -578436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -578444.000000 Penalty: 2794.661133
	Iteration 58Q: 3 clusters Score -578444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -578449.562500 Penalty: 2794.661133
	Iteration 59Q: 3 clusters Score -578449.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -578456.375000 Penalty: 2794.661133
	Iteration 60F: 3 clusters Score -578456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -578465.875000 Penalty: 2794.661133
	Iteration 61Q: 3 clusters Score -578465.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -578472.437500 Penalty: 2794.661133
	Iteration 62Q: 3 clusters Score -578472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -578475.062500 Penalty: 2794.661133
	Iteration 63Q: 3 clusters Score -578475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -578480.062500 Penalty: 2794.661133
	Iteration 64Q: 3 clusters Score -578480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -578484.187500 Penalty: 2794.661133
	Iteration 65Q: 3 clusters Score -578484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -578488.937500 Penalty: 2794.661133
	Iteration 66Q: 3 clusters Score -578488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -578491.812500 Penalty: 2794.661133
	Iteration 67Q: 3 clusters Score -578491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -578495.937500 Penalty: 2794.661133
	Iteration 68Q: 3 clusters Score -578495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -578497.562500 Penalty: 2794.661133
	Iteration 69Q: 3 clusters Score -578497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -578503.812500 Penalty: 2794.661133
	Iteration 70Q: 3 clusters Score -578503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -578511.000000 Penalty: 2794.661133
	Iteration 71Q: 3 clusters Score -578511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -578516.250000 Penalty: 2794.661133
	Iteration 72Q: 3 clusters Score -578516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -578520.500000 Penalty: 2794.661133
	Iteration 73Q: 3 clusters Score -578520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -578522.687500 Penalty: 2794.661133
	Iteration 74Q: 3 clusters Score -578522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -578525.375000 Penalty: 2794.661133
	Iteration 75Q: 3 clusters Score -578525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -578529.250000 Penalty: 2794.661133
	Iteration 76Q: 3 clusters Score -578529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -578534.125000 Penalty: 2794.661133
	Iteration 77Q: 3 clusters Score -578534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -578536.875000 Penalty: 2794.661133
	Iteration 78Q: 3 clusters Score -578536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -578539.187500 Penalty: 2794.661133
	Iteration 79Q: 3 clusters Score -578539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -578540.625000 Penalty: 2794.661133
	Iteration 80F: 3 clusters Score -578540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -578544.812500 Penalty: 2794.661133
	Iteration 81Q: 3 clusters Score -578544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -578548.187500 Penalty: 2794.661133
	Iteration 82Q: 3 clusters Score -578548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -578551.875000 Penalty: 2794.661133
	Iteration 83Q: 3 clusters Score -578551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -578553.375000 Penalty: 2794.661133
	Iteration 84Q: 3 clusters Score -578553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -578556.562500 Penalty: 2794.661133
	Iteration 85Q: 3 clusters Score -578556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -578559.125000 Penalty: 2794.661133
	Iteration 86Q: 3 clusters Score -578559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -578560.437500 Penalty: 2794.661133
	Iteration 87Q: 3 clusters Score -578560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -578561.687500 Penalty: 2794.661133
	Iteration 88Q: 3 clusters Score -578561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -578562.750000 Penalty: 2794.661133
	Iteration 89Q: 3 clusters Score -578562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -578565.125000 Penalty: 2794.661133
	Iteration 90Q: 3 clusters Score -578565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -578565.062500 Penalty: 2794.661133
	Iteration 91Q: 3 clusters Score -578565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -578569.500000 Penalty: 2794.661133
	Iteration 92Q: 3 clusters Score -578569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -578569.687500 Penalty: 2794.661133
	Iteration 93Q: 3 clusters Score -578569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -578570.562500 Penalty: 2794.661133
	Iteration 94Q: 3 clusters Score -578570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -578571.125000 Penalty: 2794.661133
	Iteration 95Q: 3 clusters Score -578571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -578571.625000 Penalty: 2794.661133
	Iteration 96Q: 3 clusters Score -578571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -578573.750000 Penalty: 2794.661133
	Iteration 97Q: 3 clusters Score -578573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -578576.125000 Penalty: 2794.661133
	Iteration 98Q: 3 clusters Score -578576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -578577.625000 Penalty: 2794.661133
	Iteration 99Q: 3 clusters Score -578577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -578577.312500 Penalty: 2794.661133
	Iteration 100F: 3 clusters Score -578577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -578577.875000 Penalty: 2794.661133
	Iteration 101Q: 3 clusters Score -578577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -578578.125000 Penalty: 2794.661133
	Iteration 102Q: 3 clusters Score -578578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -578577.937500 Penalty: 2794.661133
	Iteration 103Q: 3 clusters Score -578577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -578579.500000 Penalty: 2794.661133
	Iteration 104Q: 3 clusters Score -578579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -578579.875000 Penalty: 2794.661133
	Iteration 105Q: 3 clusters Score -578579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -578581.000000 Penalty: 2794.661133
	Iteration 106Q: 3 clusters Score -578581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -578581.000000 Penalty: 2794.661133
	Iteration 107F: 3 clusters Score -578581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -770787.312500 Penalty: 1451.269775
	Iteration 0F: 2 clusters Score -770787.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -765226.687500 Penalty: 2902.539551
	Iteration 0F: 3 clusters Score -765226.7 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -767200.687500 Penalty: 2902.539551
	Iteration 1F: 3 clusters Score -767200.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -767874.500000 Penalty: 2902.539551
	Iteration 2F: 3 clusters Score -767874.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -768436.000000 Penalty: 2902.539551
	Iteration 3F: 3 clusters Score -768436 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -768913.625000 Penalty: 2902.539551
	Iteration 4F: 3 clusters Score -768913.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -769351.625000 Penalty: 2902.539551
	Iteration 5F: 3 clusters Score -769351.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -769595.937500 Penalty: 2902.539551
	Iteration 6Q: 3 clusters Score -769595.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -769720.687500 Penalty: 2902.539551
	Iteration 7Q: 3 clusters Score -769720.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -769792.312500 Penalty: 2902.539551
	Iteration 8Q: 3 clusters Score -769792.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -769827.187500 Penalty: 2902.539551
	Iteration 9Q: 3 clusters Score -769827.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -769847.062500 Penalty: 2902.539551
	Iteration 10Q: 3 clusters Score -769847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -769861.562500 Penalty: 2902.539551
	Iteration 11Q: 3 clusters Score -769861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -769868.375000 Penalty: 2902.539551
	Iteration 12Q: 3 clusters Score -769868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -769870.750000 Penalty: 2902.539551
	Iteration 13Q: 3 clusters Score -769870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -769870.812500 Penalty: 2902.539551
	Iteration 14Q: 3 clusters Score -769870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -769874.375000 Penalty: 2902.539551
	Iteration 15Q: 3 clusters Score -769874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -769874.812500 Penalty: 2902.539551
	Iteration 16Q: 3 clusters Score -769874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -769874.750000 Penalty: 2902.539551
	Iteration 17Q: 3 clusters Score -769874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -769874.750000 Penalty: 2902.539551
	Iteration 18F: 3 clusters Score -769874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Entering Unmasked Estep 
Score: -3587788.250000 Penalty: 1693.306152
	Iteration 0F: 2 clusters Score -3587788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3565261.500000 Penalty: 3386.612305
	Iteration 0F: 3 clusters Score -3565262 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3573987.000000 Penalty: 3386.612305
	Iteration 1F: 3 clusters Score -3573987 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3574586.750000 Penalty: 3386.612305
	Iteration 2Q: 3 clusters Score -3574587 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3575457.750000 Penalty: 3386.612305
	Iteration 3F: 3 clusters Score -3575458 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3576800.500000 Penalty: 3386.612305
	Iteration 4F: 3 clusters Score -3576800 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3578908.500000 Penalty: 3386.612305
	Iteration 5F: 3 clusters Score -3578908 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3581630.000000 Penalty: 3386.612305
	Iteration 6F: 3 clusters Score -3581630 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3583944.500000 Penalty: 3386.612305
	Iteration 7F: 3 clusters Score -3583944 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3585292.750000 Penalty: 3386.612305
	Iteration 8Q: 3 clusters Score -3585293 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3585883.750000 Penalty: 3386.612305
	Iteration 9Q: 3 clusters Score -3585884 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3586150.250000 Penalty: 3386.612305
	Iteration 10Q: 3 clusters Score -3586150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3586270.250000 Penalty: 3386.612305
	Iteration 11Q: 3 clusters Score -3586270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3586345.500000 Penalty: 3386.612305
	Iteration 12Q: 3 clusters Score -3586346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3586381.500000 Penalty: 3386.612305
	Iteration 13Q: 3 clusters Score -3586382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3586405.500000 Penalty: 3386.612305
	Iteration 14Q: 3 clusters Score -3586406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3586417.500000 Penalty: 3386.612305
	Iteration 15Q: 3 clusters Score -3586418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3586427.000000 Penalty: 3386.612305
	Iteration 16Q: 3 clusters Score -3586427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3586431.750000 Penalty: 3386.612305
	Iteration 17Q: 3 clusters Score -3586432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3586444.750000 Penalty: 3386.612305
	Iteration 18Q: 3 clusters Score -3586445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3586461.000000 Penalty: 3386.612305
	Iteration 19Q: 3 clusters Score -3586461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3586468.250000 Penalty: 3386.612305
	Iteration 20F: 3 clusters Score -3586468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3586480.750000 Penalty: 3386.612305
	Iteration 21Q: 3 clusters Score -3586481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3586492.500000 Penalty: 3386.612305
	Iteration 22Q: 3 clusters Score -3586492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3586506.000000 Penalty: 3386.612305
	Iteration 23Q: 3 clusters Score -3586506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3586513.250000 Penalty: 3386.612305
	Iteration 24Q: 3 clusters Score -3586513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3586516.500000 Penalty: 3386.612305
	Iteration 25Q: 3 clusters Score -3586516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3586519.250000 Penalty: 3386.612305
	Iteration 26Q: 3 clusters Score -3586519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3586519.250000 Penalty: 3386.612305
	Iteration 27F: 3 clusters Score -3586519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Entering Unmasked Estep 
Score: -4241866.000000 Penalty: 1720.758545
	Iteration 0F: 2 clusters Score -4241866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4215259.500000 Penalty: 3441.517090
	Iteration 0F: 3 clusters Score -4215260 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4225403.500000 Penalty: 3441.517090
	Iteration 1F: 3 clusters Score -4225404 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4225791.500000 Penalty: 3441.517090
	Iteration 2Q: 3 clusters Score -4225792 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4226155.500000 Penalty: 3441.517090
	Iteration 3Q: 3 clusters Score -4226156 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4226554.000000 Penalty: 3441.517090
	Iteration 4Q: 3 clusters Score -4226554 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4227081.000000 Penalty: 3441.517090
	Iteration 5Q: 3 clusters Score -4227081 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4227927.500000 Penalty: 3441.517090
	Iteration 6Q: 3 clusters Score -4227928 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4229381.000000 Penalty: 3441.517090
	Iteration 7F: 3 clusters Score -4229381 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4231718.000000 Penalty: 3441.517090
	Iteration 8F: 3 clusters Score -4231718 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4234909.500000 Penalty: 3441.517090
	Iteration 9F: 3 clusters Score -4234910 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4237778.000000 Penalty: 3441.517090
	Iteration 10F: 3 clusters Score -4237778 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4239373.500000 Penalty: 3441.517090
	Iteration 11Q: 3 clusters Score -4239374 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4239985.000000 Penalty: 3441.517090
	Iteration 12Q: 3 clusters Score -4239985 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4240182.000000 Penalty: 3441.517090
	Iteration 13Q: 3 clusters Score -4240182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -4240264.500000 Penalty: 3441.517090
	Iteration 14Q: 3 clusters Score -4240264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4240306.000000 Penalty: 3441.517090
	Iteration 15Q: 3 clusters Score -4240306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4240334.500000 Penalty: 3441.517090
	Iteration 16Q: 3 clusters Score -4240334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4240356.000000 Penalty: 3441.517090
	Iteration 17Q: 3 clusters Score -4240356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4240361.000000 Penalty: 3441.517090
	Iteration 18Q: 3 clusters Score -4240361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4240367.500000 Penalty: 3441.517090
	Iteration 19Q: 3 clusters Score -4240368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4240374.000000 Penalty: 3441.517090
	Iteration 20F: 3 clusters Score -4240374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4240376.500000 Penalty: 3441.517090
	Iteration 21Q: 3 clusters Score -4240376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4240380.500000 Penalty: 3441.517090
	Iteration 22Q: 3 clusters Score -4240380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4240388.500000 Penalty: 3441.517090
	Iteration 23Q: 3 clusters Score -4240388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4240390.500000 Penalty: 3441.517090
	Iteration 24Q: 3 clusters Score -4240390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4240390.500000 Penalty: 3441.517090
	Iteration 25Q: 3 clusters Score -4240390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4240394.500000 Penalty: 3441.517090
	Iteration 26Q: 3 clusters Score -4240394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -4240398.000000 Penalty: 3441.517090
	Iteration 27Q: 3 clusters Score -4240398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4240398.000000 Penalty: 3441.517090
	Iteration 28Q: 3 clusters Score -4240398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4240402.000000 Penalty: 3441.517090
	Iteration 29Q: 3 clusters Score -4240402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -4240402.500000 Penalty: 3441.517090
	Iteration 30Q: 3 clusters Score -4240402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -4240402.500000 Penalty: 3441.517090
	Iteration 31F: 3 clusters Score -4240402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Entering Unmasked Estep 
Score: -3717477.250000 Penalty: 1706.636597
	Iteration 0F: 2 clusters Score -3717477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3692936.750000 Penalty: 3413.273193
	Iteration 0F: 3 clusters Score -3692937 nChanged 16986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3702322.250000 Penalty: 3413.273193
	Iteration 1F: 3 clusters Score -3702322 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3702803.500000 Penalty: 3413.273193
	Iteration 2Q: 3 clusters Score -3702804 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3703365.750000 Penalty: 3413.273193
	Iteration 3Q: 3 clusters Score -3703366 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3703907.500000 Penalty: 3413.273193
	Iteration 4Q: 3 clusters Score -3703908 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3704578.750000 Penalty: 3413.273193
	Iteration 5Q: 3 clusters Score -3704579 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3705477.000000 Penalty: 3413.273193
	Iteration 6Q: 3 clusters Score -3705477 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3706602.750000 Penalty: 3413.273193
	Iteration 7F: 3 clusters Score -3706603 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3707970.250000 Penalty: 3413.273193
	Iteration 8F: 3 clusters Score -3707970 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3709487.500000 Penalty: 3413.273193
	Iteration 9F: 3 clusters Score -3709488 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3711028.750000 Penalty: 3413.273193
	Iteration 10F: 3 clusters Score -3711029 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3712339.750000 Penalty: 3413.273193
	Iteration 11Q: 3 clusters Score -3712340 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3713325.250000 Penalty: 3413.273193
	Iteration 12Q: 3 clusters Score -3713325 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3713965.000000 Penalty: 3413.273193
	Iteration 13Q: 3 clusters Score -3713965 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3714453.750000 Penalty: 3413.273193
	Iteration 14Q: 3 clusters Score -3714454 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -3714824.500000 Penalty: 3413.273193
	Iteration 15Q: 3 clusters Score -3714824 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3715102.250000 Penalty: 3413.273193
	Iteration 16Q: 3 clusters Score -3715102 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3715390.500000 Penalty: 3413.273193
	Iteration 17Q: 3 clusters Score -3715390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3715633.500000 Penalty: 3413.273193
	Iteration 18Q: 3 clusters Score -3715634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3715836.750000 Penalty: 3413.273193
	Iteration 19Q: 3 clusters Score -3715837 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3715950.000000 Penalty: 3413.273193
	Iteration 20F: 3 clusters Score -3715950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3716053.750000 Penalty: 3413.273193
	Iteration 21Q: 3 clusters Score -3716054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3716140.250000 Penalty: 3413.273193
	Iteration 22Q: 3 clusters Score -3716140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3716213.750000 Penalty: 3413.273193
	Iteration 23Q: 3 clusters Score -3716214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3716257.250000 Penalty: 3413.273193
	Iteration 24Q: 3 clusters Score -3716257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -3716325.000000 Penalty: 3413.273193
	Iteration 25Q: 3 clusters Score -3716325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -3716371.250000 Penalty: 3413.273193
	Iteration 26Q: 3 clusters Score -3716371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3716397.500000 Penalty: 3413.273193
	Iteration 27Q: 3 clusters Score -3716398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -3716421.750000 Penalty: 3413.273193
	Iteration 28Q: 3 clusters Score -3716422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3716442.250000 Penalty: 3413.273193
	Iteration 29Q: 3 clusters Score -3716442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3716465.000000 Penalty: 3413.273193
	Iteration 30Q: 3 clusters Score -3716465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -3716492.500000 Penalty: 3413.273193
	Iteration 31Q: 3 clusters Score -3716492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3716509.500000 Penalty: 3413.273193
	Iteration 32Q: 3 clusters Score -3716510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3716518.500000 Penalty: 3413.273193
	Iteration 33Q: 3 clusters Score -3716518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3716524.500000 Penalty: 3413.273193
	Iteration 34Q: 3 clusters Score -3716524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3716530.750000 Penalty: 3413.273193
	Iteration 35Q: 3 clusters Score -3716531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3716543.750000 Penalty: 3413.273193
	Iteration 36Q: 3 clusters Score -3716544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3716553.000000 Penalty: 3413.273193
	Iteration 37Q: 3 clusters Score -3716553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3716567.250000 Penalty: 3413.273193
	Iteration 38Q: 3 clusters Score -3716567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -3716592.000000 Penalty: 3413.273193
	Iteration 39Q: 3 clusters Score -3716592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3716607.750000 Penalty: 3413.273193
	Iteration 40F: 3 clusters Score -3716608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -3716618.000000 Penalty: 3413.273193
	Iteration 41Q: 3 clusters Score -3716618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -3716624.500000 Penalty: 3413.273193
	Iteration 42Q: 3 clusters Score -3716624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -3716632.000000 Penalty: 3413.273193
	Iteration 43Q: 3 clusters Score -3716632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3716635.750000 Penalty: 3413.273193
	Iteration 44Q: 3 clusters Score -3716636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3716641.750000 Penalty: 3413.273193
	Iteration 45Q: 3 clusters Score -3716642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3716641.250000 Penalty: 3413.273193
	Iteration 46Q: 3 clusters Score -3716641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3716644.000000 Penalty: 3413.273193
	Iteration 47Q: 3 clusters Score -3716644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3716645.750000 Penalty: 3413.273193
	Iteration 48Q: 3 clusters Score -3716646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3716645.750000 Penalty: 3413.273193
	Iteration 49F: 3 clusters Score -3716646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -364470.718750 Penalty: 1329.938110
	Iteration 0F: 2 clusters Score -364470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -361395.750000 Penalty: 2659.876221
	Iteration 0F: 3 clusters Score -361395.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -362118.687500 Penalty: 2659.876221
	Iteration 1F: 3 clusters Score -362118.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -362252.687500 Penalty: 2659.876221
	Iteration 2F: 3 clusters Score -362252.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362339.250000 Penalty: 2659.876221
	Iteration 3Q: 3 clusters Score -362339.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -362423.281250 Penalty: 2659.876221
	Iteration 4Q: 3 clusters Score -362423.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -362527.156250 Penalty: 2659.876221
	Iteration 5Q: 3 clusters Score -362527.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -362658.031250 Penalty: 2659.876221
	Iteration 6Q: 3 clusters Score -362658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -362841.375000 Penalty: 2659.876221
	Iteration 7Q: 3 clusters Score -362841.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -362991.406250 Penalty: 2659.876221
	Iteration 8Q: 3 clusters Score -362991.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -363083.375000 Penalty: 2659.876221
	Iteration 9Q: 3 clusters Score -363083.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -363150.125000 Penalty: 2659.876221
	Iteration 10Q: 3 clusters Score -363150.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -363199.156250 Penalty: 2659.876221
	Iteration 11Q: 3 clusters Score -363199.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -363244.375000 Penalty: 2659.876221
	Iteration 12Q: 3 clusters Score -363244.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -363276.968750 Penalty: 2659.876221
	Iteration 13Q: 3 clusters Score -363277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -363307.968750 Penalty: 2659.876221
	Iteration 14Q: 3 clusters Score -363308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -363331.000000 Penalty: 2659.876221
	Iteration 15Q: 3 clusters Score -363331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -363366.125000 Penalty: 2659.876221
	Iteration 16Q: 3 clusters Score -363366.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -363402.000000 Penalty: 2659.876221
	Iteration 17Q: 3 clusters Score -363402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -363435.531250 Penalty: 2659.876221
	Iteration 18Q: 3 clusters Score -363435.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -363480.468750 Penalty: 2659.876221
	Iteration 19Q: 3 clusters Score -363480.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -363546.500000 Penalty: 2659.876221
	Iteration 20F: 3 clusters Score -363546.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -363623.062500 Penalty: 2659.876221
	Iteration 21Q: 3 clusters Score -363623.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -363728.781250 Penalty: 2659.876221
	Iteration 22Q: 3 clusters Score -363728.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -363860.156250 Penalty: 2659.876221
	Iteration 23Q: 3 clusters Score -363860.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364002.812500 Penalty: 2659.876221
	Iteration 24Q: 3 clusters Score -364002.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -364130.843750 Penalty: 2659.876221
	Iteration 25Q: 3 clusters Score -364130.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -364305.875000 Penalty: 2659.876221
	Iteration 26Q: 3 clusters Score -364305.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364596.625000 Penalty: 2659.876221
	Iteration 27Q: 3 clusters Score -364596.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -365019.937500 Penalty: 2659.876221
	Iteration 28Q: 3 clusters Score -365019.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -365322.250000 Penalty: 2659.876221
	Iteration 29Q: 3 clusters Score -365322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365340.281250 Penalty: 2659.876221
	Iteration 30Q: 3 clusters Score -365340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365342.750000 Penalty: 2659.876221
	Iteration 31Q: 3 clusters Score -365342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -365342.781250 Penalty: 2659.876221
	Iteration 32Q: 3 clusters Score -365342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -365345.562500 Penalty: 2659.876221
	Iteration 33F: 3 clusters Score -365345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -365346.593750 Penalty: 2659.876221
	Iteration 34Q: 3 clusters Score -365346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365346.468750 Penalty: 2659.876221
	Iteration 35Q: 3 clusters Score -365346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365347.250000 Penalty: 2659.876221
	Iteration 36Q: 3 clusters Score -365347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -365347.562500 Penalty: 2659.876221
	Iteration 37Q: 3 clusters Score -365347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -365347.562500 Penalty: 2659.876221
	Iteration 38F: 3 clusters Score -365347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 166015 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 137993 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33535 members 
Mstep: Class 12 contains 39707 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 17 contains 11207 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 59211 members 
Mstep: Class 20 contains 1514 members 
Entering Unmasked Estep 
Score: -70194152.000000 Penalty: 43641.613281
Splitting cluster 14 changes total score from -70189096.000000 to -70194152.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (50659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Entering Unmasked Estep 
Score: -5426547.500000 Penalty: 1760.341797
	Iteration 0F: 2 clusters Score -5426548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5392692.500000 Penalty: 3520.683594
	Iteration 0F: 3 clusters Score -5392692 nChanged 23788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5406326.000000 Penalty: 3520.683594
	Iteration 1F: 3 clusters Score -5406326 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5406857.500000 Penalty: 3520.683594
	Iteration 2Q: 3 clusters Score -5406858 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5407440.500000 Penalty: 3520.683594
	Iteration 3Q: 3 clusters Score -5407440 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5408201.000000 Penalty: 3520.683594
	Iteration 4Q: 3 clusters Score -5408201 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5409111.500000 Penalty: 3520.683594
	Iteration 5Q: 3 clusters Score -5409112 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5410254.000000 Penalty: 3520.683594
	Iteration 6Q: 3 clusters Score -5410254 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5411985.500000 Penalty: 3520.683594
	Iteration 7F: 3 clusters Score -5411986 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5414701.500000 Penalty: 3520.683594
	Iteration 8F: 3 clusters Score -5414702 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -5418434.000000 Penalty: 3520.683594
	Iteration 9F: 3 clusters Score -5418434 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5421777.500000 Penalty: 3520.683594
	Iteration 10F: 3 clusters Score -5421778 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5423602.000000 Penalty: 3520.683594
	Iteration 11Q: 3 clusters Score -5423602 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5424347.500000 Penalty: 3520.683594
	Iteration 12Q: 3 clusters Score -5424348 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5424660.000000 Penalty: 3520.683594
	Iteration 13Q: 3 clusters Score -5424660 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5424837.500000 Penalty: 3520.683594
	Iteration 14Q: 3 clusters Score -5424838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5424941.000000 Penalty: 3520.683594
	Iteration 15Q: 3 clusters Score -5424941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5425016.500000 Penalty: 3520.683594
	Iteration 16Q: 3 clusters Score -5425016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5425058.500000 Penalty: 3520.683594
	Iteration 17Q: 3 clusters Score -5425058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5425088.000000 Penalty: 3520.683594
	Iteration 18Q: 3 clusters Score -5425088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5425116.500000 Penalty: 3520.683594
	Iteration 19Q: 3 clusters Score -5425116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5425138.000000 Penalty: 3520.683594
	Iteration 20F: 3 clusters Score -5425138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5425158.000000 Penalty: 3520.683594
	Iteration 21Q: 3 clusters Score -5425158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5425168.500000 Penalty: 3520.683594
	Iteration 22Q: 3 clusters Score -5425168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5425183.000000 Penalty: 3520.683594
	Iteration 23Q: 3 clusters Score -5425183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5425193.000000 Penalty: 3520.683594
	Iteration 24Q: 3 clusters Score -5425193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5425200.000000 Penalty: 3520.683594
	Iteration 25Q: 3 clusters Score -5425200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5425216.000000 Penalty: 3520.683594
	Iteration 26Q: 3 clusters Score -5425216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5425209.000000 Penalty: 3520.683594
	Iteration 27Q: 3 clusters Score -5425209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5425208.500000 Penalty: 3520.683594
	Iteration 28Q: 3 clusters Score -5425208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5425207.500000 Penalty: 3520.683594
	Iteration 29Q: 3 clusters Score -5425208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5425214.500000 Penalty: 3520.683594
	Iteration 30Q: 3 clusters Score -5425214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5425215.000000 Penalty: 3520.683594
	Iteration 31Q: 3 clusters Score -5425215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5425215.500000 Penalty: 3520.683594
	Iteration 32Q: 3 clusters Score -5425216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5425215.500000 Penalty: 3520.683594
	Iteration 33Q: 3 clusters Score -5425216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5425213.500000 Penalty: 3520.683594
	Iteration 34Q: 3 clusters Score -5425214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5425219.000000 Penalty: 3520.683594
	Iteration 35Q: 3 clusters Score -5425219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5425223.000000 Penalty: 3520.683594
	Iteration 36Q: 3 clusters Score -5425223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5425227.000000 Penalty: 3520.683594
	Iteration 37Q: 3 clusters Score -5425227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5425225.000000 Penalty: 3520.683594
	Iteration 38Q: 3 clusters Score -5425225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5425227.500000 Penalty: 3520.683594
	Iteration 39Q: 3 clusters Score -5425228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5425229.000000 Penalty: 3520.683594
	Iteration 40F: 3 clusters Score -5425229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5425234.500000 Penalty: 3520.683594
	Iteration 41Q: 3 clusters Score -5425234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5425234.000000 Penalty: 3520.683594
	Iteration 42Q: 3 clusters Score -5425234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5425236.500000 Penalty: 3520.683594
	Iteration 43Q: 3 clusters Score -5425236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5425232.000000 Penalty: 3520.683594
	Iteration 44Q: 3 clusters Score -5425232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5425232.000000 Penalty: 3520.683594
	Iteration 45Q: 3 clusters Score -5425232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5425237.500000 Penalty: 3520.683594
	Iteration 46Q: 3 clusters Score -5425238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5425236.500000 Penalty: 3520.683594
	Iteration 47Q: 3 clusters Score -5425236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5425237.000000 Penalty: 3520.683594
	Iteration 48Q: 3 clusters Score -5425237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5425241.000000 Penalty: 3520.683594
	Iteration 49Q: 3 clusters Score -5425241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5425245.500000 Penalty: 3520.683594
	Iteration 50Q: 3 clusters Score -5425246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5425246.500000 Penalty: 3520.683594
	Iteration 51Q: 3 clusters Score -5425246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5425252.500000 Penalty: 3520.683594
	Iteration 52Q: 3 clusters Score -5425252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5425247.500000 Penalty: 3520.683594
	Iteration 53Q: 3 clusters Score -5425248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5425251.500000 Penalty: 3520.683594
	Iteration 54Q: 3 clusters Score -5425252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5425256.500000 Penalty: 3520.683594
	Iteration 55Q: 3 clusters Score -5425256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5425253.500000 Penalty: 3520.683594
	Iteration 56Q: 3 clusters Score -5425254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5425253.500000 Penalty: 3520.683594
	Iteration 57F: 3 clusters Score -5425254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Entering Unmasked Estep 
Score: -4455607.500000 Penalty: 1728.662109
	Iteration 0F: 2 clusters Score -4455608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4427807.500000 Penalty: 3457.324219
	Iteration 0F: 3 clusters Score -4427808 nChanged 19379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4438714.500000 Penalty: 3457.324219
	Iteration 1F: 3 clusters Score -4438714 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4439216.000000 Penalty: 3457.324219
	Iteration 2Q: 3 clusters Score -4439216 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4439761.500000 Penalty: 3457.324219
	Iteration 3Q: 3 clusters Score -4439762 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4440487.500000 Penalty: 3457.324219
	Iteration 4Q: 3 clusters Score -4440488 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4441504.500000 Penalty: 3457.324219
	Iteration 5Q: 3 clusters Score -4441504 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4443016.000000 Penalty: 3457.324219
	Iteration 6F: 3 clusters Score -4443016 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4445099.500000 Penalty: 3457.324219
	Iteration 7F: 3 clusters Score -4445100 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4447691.000000 Penalty: 3457.324219
	Iteration 8F: 3 clusters Score -4447691 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4450116.000000 Penalty: 3457.324219
	Iteration 9F: 3 clusters Score -4450116 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4451817.000000 Penalty: 3457.324219
	Iteration 10Q: 3 clusters Score -4451817 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4452822.000000 Penalty: 3457.324219
	Iteration 11Q: 3 clusters Score -4452822 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4453406.500000 Penalty: 3457.324219
	Iteration 12Q: 3 clusters Score -4453406 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4453687.500000 Penalty: 3457.324219
	Iteration 13Q: 3 clusters Score -4453688 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4453851.000000 Penalty: 3457.324219
	Iteration 14Q: 3 clusters Score -4453851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4453938.000000 Penalty: 3457.324219
	Iteration 15Q: 3 clusters Score -4453938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4453995.500000 Penalty: 3457.324219
	Iteration 16Q: 3 clusters Score -4453996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4454033.000000 Penalty: 3457.324219
	Iteration 17Q: 3 clusters Score -4454033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4454051.500000 Penalty: 3457.324219
	Iteration 18Q: 3 clusters Score -4454052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4454068.000000 Penalty: 3457.324219
	Iteration 19Q: 3 clusters Score -4454068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4454080.500000 Penalty: 3457.324219
	Iteration 20F: 3 clusters Score -4454080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4454096.000000 Penalty: 3457.324219
	Iteration 21Q: 3 clusters Score -4454096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4454112.000000 Penalty: 3457.324219
	Iteration 22Q: 3 clusters Score -4454112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4454118.500000 Penalty: 3457.324219
	Iteration 23Q: 3 clusters Score -4454118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4454119.000000 Penalty: 3457.324219
	Iteration 24Q: 3 clusters Score -4454119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4454122.500000 Penalty: 3457.324219
	Iteration 25Q: 3 clusters Score -4454122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4454130.000000 Penalty: 3457.324219
	Iteration 26Q: 3 clusters Score -4454130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4454135.500000 Penalty: 3457.324219
	Iteration 27Q: 3 clusters Score -4454136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4454137.000000 Penalty: 3457.324219
	Iteration 28Q: 3 clusters Score -4454137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4454147.000000 Penalty: 3457.324219
	Iteration 29Q: 3 clusters Score -4454147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4454149.500000 Penalty: 3457.324219
	Iteration 30Q: 3 clusters Score -4454150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4454150.000000 Penalty: 3457.324219
	Iteration 31Q: 3 clusters Score -4454150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4454150.000000 Penalty: 3457.324219
	Iteration 32F: 3 clusters Score -4454150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Entering Unmasked Estep 
Score: -5060422.000000 Penalty: 1750.432129
	Iteration 0F: 2 clusters Score -5060422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5028532.000000 Penalty: 3500.864258
	Iteration 0F: 3 clusters Score -5028532 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5041550.000000 Penalty: 3500.864258
	Iteration 1F: 3 clusters Score -5041550 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5042439.500000 Penalty: 3500.864258
	Iteration 2Q: 3 clusters Score -5042440 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5043679.000000 Penalty: 3500.864258
	Iteration 3F: 3 clusters Score -5043679 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -5045557.000000 Penalty: 3500.864258
	Iteration 4F: 3 clusters Score -5045557 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5048186.500000 Penalty: 3500.864258
	Iteration 5F: 3 clusters Score -5048186 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5051299.500000 Penalty: 3500.864258
	Iteration 6F: 3 clusters Score -5051300 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5053940.000000 Penalty: 3500.864258
	Iteration 7F: 3 clusters Score -5053940 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5055645.000000 Penalty: 3500.864258
	Iteration 8Q: 3 clusters Score -5055645 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5056647.500000 Penalty: 3500.864258
	Iteration 9Q: 3 clusters Score -5056648 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5057191.500000 Penalty: 3500.864258
	Iteration 10Q: 3 clusters Score -5057192 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5057599.500000 Penalty: 3500.864258
	Iteration 11Q: 3 clusters Score -5057600 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5057927.500000 Penalty: 3500.864258
	Iteration 12Q: 3 clusters Score -5057928 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5058193.000000 Penalty: 3500.864258
	Iteration 13Q: 3 clusters Score -5058193 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5058372.500000 Penalty: 3500.864258
	Iteration 14Q: 3 clusters Score -5058372 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5058542.500000 Penalty: 3500.864258
	Iteration 15Q: 3 clusters Score -5058542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5058638.000000 Penalty: 3500.864258
	Iteration 16Q: 3 clusters Score -5058638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5058696.500000 Penalty: 3500.864258
	Iteration 17Q: 3 clusters Score -5058696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5058758.500000 Penalty: 3500.864258
	Iteration 18Q: 3 clusters Score -5058758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5058812.500000 Penalty: 3500.864258
	Iteration 19Q: 3 clusters Score -5058812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5058855.000000 Penalty: 3500.864258
	Iteration 20F: 3 clusters Score -5058855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5058880.500000 Penalty: 3500.864258
	Iteration 21Q: 3 clusters Score -5058880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5058914.500000 Penalty: 3500.864258
	Iteration 22Q: 3 clusters Score -5058914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5058925.500000 Penalty: 3500.864258
	Iteration 23Q: 3 clusters Score -5058926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5058951.500000 Penalty: 3500.864258
	Iteration 24Q: 3 clusters Score -5058952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5058963.500000 Penalty: 3500.864258
	Iteration 25Q: 3 clusters Score -5058964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5058968.000000 Penalty: 3500.864258
	Iteration 26Q: 3 clusters Score -5058968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5058973.000000 Penalty: 3500.864258
	Iteration 27Q: 3 clusters Score -5058973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5058980.500000 Penalty: 3500.864258
	Iteration 28Q: 3 clusters Score -5058980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5058988.000000 Penalty: 3500.864258
	Iteration 29Q: 3 clusters Score -5058988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5058987.500000 Penalty: 3500.864258
	Iteration 30Q: 3 clusters Score -5058988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5058990.000000 Penalty: 3500.864258
	Iteration 31Q: 3 clusters Score -5058990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5059000.500000 Penalty: 3500.864258
	Iteration 32Q: 3 clusters Score -5059000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5059002.500000 Penalty: 3500.864258
	Iteration 33Q: 3 clusters Score -5059002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5059013.000000 Penalty: 3500.864258
	Iteration 34Q: 3 clusters Score -5059013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5059021.000000 Penalty: 3500.864258
	Iteration 35Q: 3 clusters Score -5059021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5059027.000000 Penalty: 3500.864258
	Iteration 36Q: 3 clusters Score -5059027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5059037.000000 Penalty: 3500.864258
	Iteration 37Q: 3 clusters Score -5059037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5059036.500000 Penalty: 3500.864258
	Iteration 38Q: 3 clusters Score -5059036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5059044.500000 Penalty: 3500.864258
	Iteration 39Q: 3 clusters Score -5059044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5059043.500000 Penalty: 3500.864258
	Iteration 40F: 3 clusters Score -5059044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5059044.500000 Penalty: 3500.864258
	Iteration 41Q: 3 clusters Score -5059044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5059045.000000 Penalty: 3500.864258
	Iteration 42Q: 3 clusters Score -5059045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5059048.000000 Penalty: 3500.864258
	Iteration 43Q: 3 clusters Score -5059048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5059050.000000 Penalty: 3500.864258
	Iteration 44Q: 3 clusters Score -5059050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5059049.000000 Penalty: 3500.864258
	Iteration 45Q: 3 clusters Score -5059049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5059051.000000 Penalty: 3500.864258
	Iteration 46Q: 3 clusters Score -5059051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5059056.000000 Penalty: 3500.864258
	Iteration 47Q: 3 clusters Score -5059056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5059056.500000 Penalty: 3500.864258
	Iteration 48Q: 3 clusters Score -5059056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5059060.000000 Penalty: 3500.864258
	Iteration 49Q: 3 clusters Score -5059060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5059060.000000 Penalty: 3500.864258
	Iteration 50F: 3 clusters Score -5059060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Entering Unmasked Estep 
Score: -6337004.500000 Penalty: 1785.690186
	Iteration 0F: 2 clusters Score -6337004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6297389.500000 Penalty: 3571.380371
	Iteration 0F: 3 clusters Score -6297390 nChanged 27837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -6313460.500000 Penalty: 3571.380371
	Iteration 1F: 3 clusters Score -6313460 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -6314074.000000 Penalty: 3571.380371
	Iteration 2Q: 3 clusters Score -6314074 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6314804.000000 Penalty: 3571.380371
	Iteration 3Q: 3 clusters Score -6314804 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6315795.000000 Penalty: 3571.380371
	Iteration 4Q: 3 clusters Score -6315795 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6317191.500000 Penalty: 3571.380371
	Iteration 5Q: 3 clusters Score -6317192 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -6319064.000000 Penalty: 3571.380371
	Iteration 6F: 3 clusters Score -6319064 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -6321265.000000 Penalty: 3571.380371
	Iteration 7F: 3 clusters Score -6321265 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -6323738.500000 Penalty: 3571.380371
	Iteration 8F: 3 clusters Score -6323738 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -6325591.000000 Penalty: 3571.380371
	Iteration 9F: 3 clusters Score -6325591 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -6326638.500000 Penalty: 3571.380371
	Iteration 10Q: 3 clusters Score -6326638 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6327175.000000 Penalty: 3571.380371
	Iteration 11Q: 3 clusters Score -6327175 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -6327487.000000 Penalty: 3571.380371
	Iteration 12Q: 3 clusters Score -6327487 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6327671.500000 Penalty: 3571.380371
	Iteration 13Q: 3 clusters Score -6327672 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6327786.000000 Penalty: 3571.380371
	Iteration 14Q: 3 clusters Score -6327786 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6327922.000000 Penalty: 3571.380371
	Iteration 15Q: 3 clusters Score -6327922 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6327951.000000 Penalty: 3571.380371
	Iteration 16Q: 3 clusters Score -6327951 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -6327981.000000 Penalty: 3571.380371
	Iteration 17Q: 3 clusters Score -6327981 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6328036.500000 Penalty: 3571.380371
	Iteration 18Q: 3 clusters Score -6328036 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -6328073.500000 Penalty: 3571.380371
	Iteration 19Q: 3 clusters Score -6328074 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6328150.000000 Penalty: 3571.380371
	Iteration 20F: 3 clusters Score -6328150 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6328178.000000 Penalty: 3571.380371
	Iteration 21Q: 3 clusters Score -6328178 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -6328245.000000 Penalty: 3571.380371
	Iteration 22Q: 3 clusters Score -6328245 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6328306.500000 Penalty: 3571.380371
	Iteration 23Q: 3 clusters Score -6328306 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -6328370.000000 Penalty: 3571.380371
	Iteration 24Q: 3 clusters Score -6328370 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6328427.000000 Penalty: 3571.380371
	Iteration 25Q: 3 clusters Score -6328427 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -6328492.500000 Penalty: 3571.380371
	Iteration 26Q: 3 clusters Score -6328492 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6328561.500000 Penalty: 3571.380371
	Iteration 27Q: 3 clusters Score -6328562 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6328637.500000 Penalty: 3571.380371
	Iteration 28Q: 3 clusters Score -6328638 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -6328769.500000 Penalty: 3571.380371
	Iteration 29Q: 3 clusters Score -6328770 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -6328983.500000 Penalty: 3571.380371
	Iteration 30Q: 3 clusters Score -6328984 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -6329321.500000 Penalty: 3571.380371
	Iteration 31Q: 3 clusters Score -6329322 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -6329645.000000 Penalty: 3571.380371
	Iteration 32Q: 3 clusters Score -6329645 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -6330018.000000 Penalty: 3571.380371
	Iteration 33Q: 3 clusters Score -6330018 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6330463.000000 Penalty: 3571.380371
	Iteration 34Q: 3 clusters Score -6330463 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6330885.000000 Penalty: 3571.380371
	Iteration 35Q: 3 clusters Score -6330885 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6331236.000000 Penalty: 3571.380371
	Iteration 36Q: 3 clusters Score -6331236 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -6331513.500000 Penalty: 3571.380371
	Iteration 37Q: 3 clusters Score -6331514 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -6331713.000000 Penalty: 3571.380371
	Iteration 38Q: 3 clusters Score -6331713 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6331849.500000 Penalty: 3571.380371
	Iteration 39Q: 3 clusters Score -6331850 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6331987.000000 Penalty: 3571.380371
	Iteration 40F: 3 clusters Score -6331987 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6332092.500000 Penalty: 3571.380371
	Iteration 41Q: 3 clusters Score -6332092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -6332184.500000 Penalty: 3571.380371
	Iteration 42Q: 3 clusters Score -6332184 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -6332281.000000 Penalty: 3571.380371
	Iteration 43Q: 3 clusters Score -6332281 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6332355.500000 Penalty: 3571.380371
	Iteration 44Q: 3 clusters Score -6332356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6332391.000000 Penalty: 3571.380371
	Iteration 45Q: 3 clusters Score -6332391 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6332456.500000 Penalty: 3571.380371
	Iteration 46Q: 3 clusters Score -6332456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6332515.500000 Penalty: 3571.380371
	Iteration 47Q: 3 clusters Score -6332516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -6332564.000000 Penalty: 3571.380371
	Iteration 48Q: 3 clusters Score -6332564 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -6332595.500000 Penalty: 3571.380371
	Iteration 49Q: 3 clusters Score -6332596 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -6332649.500000 Penalty: 3571.380371
	Iteration 50Q: 3 clusters Score -6332650 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6332689.500000 Penalty: 3571.380371
	Iteration 51Q: 3 clusters Score -6332690 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -6332736.500000 Penalty: 3571.380371
	Iteration 52Q: 3 clusters Score -6332736 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -6332775.000000 Penalty: 3571.380371
	Iteration 53Q: 3 clusters Score -6332775 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6332833.500000 Penalty: 3571.380371
	Iteration 54Q: 3 clusters Score -6332834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6332861.500000 Penalty: 3571.380371
	Iteration 55Q: 3 clusters Score -6332862 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6332897.500000 Penalty: 3571.380371
	Iteration 56Q: 3 clusters Score -6332898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6332957.000000 Penalty: 3571.380371
	Iteration 57Q: 3 clusters Score -6332957 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -6332989.500000 Penalty: 3571.380371
	Iteration 58Q: 3 clusters Score -6332990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6333030.000000 Penalty: 3571.380371
	Iteration 59Q: 3 clusters Score -6333030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -6333066.500000 Penalty: 3571.380371
	Iteration 60F: 3 clusters Score -6333066 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6333103.500000 Penalty: 3571.380371
	Iteration 61Q: 3 clusters Score -6333104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -6333134.500000 Penalty: 3571.380371
	Iteration 62Q: 3 clusters Score -6333134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6333178.000000 Penalty: 3571.380371
	Iteration 63Q: 3 clusters Score -6333178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6333203.500000 Penalty: 3571.380371
	Iteration 64Q: 3 clusters Score -6333204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6333258.500000 Penalty: 3571.380371
	Iteration 65Q: 3 clusters Score -6333258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6333314.500000 Penalty: 3571.380371
	Iteration 66Q: 3 clusters Score -6333314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -6333360.500000 Penalty: 3571.380371
	Iteration 67Q: 3 clusters Score -6333360 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6333400.000000 Penalty: 3571.380371
	Iteration 68Q: 3 clusters Score -6333400 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6333426.000000 Penalty: 3571.380371
	Iteration 69Q: 3 clusters Score -6333426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -6333465.000000 Penalty: 3571.380371
	Iteration 70Q: 3 clusters Score -6333465 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -6333512.500000 Penalty: 3571.380371
	Iteration 71Q: 3 clusters Score -6333512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6333592.500000 Penalty: 3571.380371
	Iteration 72Q: 3 clusters Score -6333592 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -6333630.500000 Penalty: 3571.380371
	Iteration 73Q: 3 clusters Score -6333630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -6333671.500000 Penalty: 3571.380371
	Iteration 74Q: 3 clusters Score -6333672 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -6333717.500000 Penalty: 3571.380371
	Iteration 75Q: 3 clusters Score -6333718 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6333776.500000 Penalty: 3571.380371
	Iteration 76Q: 3 clusters Score -6333776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -6333827.000000 Penalty: 3571.380371
	Iteration 77Q: 3 clusters Score -6333827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6333877.500000 Penalty: 3571.380371
	Iteration 78Q: 3 clusters Score -6333878 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6333907.000000 Penalty: 3571.380371
	Iteration 79Q: 3 clusters Score -6333907 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -6333956.000000 Penalty: 3571.380371
	Iteration 80F: 3 clusters Score -6333956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6334005.500000 Penalty: 3571.380371
	Iteration 81Q: 3 clusters Score -6334006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -6334110.000000 Penalty: 3571.380371
	Iteration 82Q: 3 clusters Score -6334110 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -6334189.500000 Penalty: 3571.380371
	Iteration 83Q: 3 clusters Score -6334190 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -6334305.000000 Penalty: 3571.380371
	Iteration 84Q: 3 clusters Score -6334305 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -6334395.000000 Penalty: 3571.380371
	Iteration 85Q: 3 clusters Score -6334395 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -6334504.000000 Penalty: 3571.380371
	Iteration 86Q: 3 clusters Score -6334504 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -6334593.000000 Penalty: 3571.380371
	Iteration 87Q: 3 clusters Score -6334593 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -6334689.500000 Penalty: 3571.380371
	Iteration 88Q: 3 clusters Score -6334690 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -6334753.500000 Penalty: 3571.380371
	Iteration 89Q: 3 clusters Score -6334754 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -6334809.500000 Penalty: 3571.380371
	Iteration 90Q: 3 clusters Score -6334810 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -6334859.000000 Penalty: 3571.380371
	Iteration 91Q: 3 clusters Score -6334859 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -6334933.000000 Penalty: 3571.380371
	Iteration 92Q: 3 clusters Score -6334933 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -6335039.500000 Penalty: 3571.380371
	Iteration 93Q: 3 clusters Score -6335040 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6335108.500000 Penalty: 3571.380371
	Iteration 94Q: 3 clusters Score -6335108 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -6335183.000000 Penalty: 3571.380371
	Iteration 95Q: 3 clusters Score -6335183 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -6335249.000000 Penalty: 3571.380371
	Iteration 96Q: 3 clusters Score -6335249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -6335308.500000 Penalty: 3571.380371
	Iteration 97Q: 3 clusters Score -6335308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -6335342.500000 Penalty: 3571.380371
	Iteration 98Q: 3 clusters Score -6335342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -6335372.500000 Penalty: 3571.380371
	Iteration 99Q: 3 clusters Score -6335372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -6335398.000000 Penalty: 3571.380371
	Iteration 100F: 3 clusters Score -6335398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -6335437.000000 Penalty: 3571.380371
	Iteration 101Q: 3 clusters Score -6335437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -6335454.000000 Penalty: 3571.380371
	Iteration 102Q: 3 clusters Score -6335454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -6335475.000000 Penalty: 3571.380371
	Iteration 103Q: 3 clusters Score -6335475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -6335481.500000 Penalty: 3571.380371
	Iteration 104Q: 3 clusters Score -6335482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -6335489.500000 Penalty: 3571.380371
	Iteration 105Q: 3 clusters Score -6335490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -6335501.000000 Penalty: 3571.380371
	Iteration 106Q: 3 clusters Score -6335501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -6335504.500000 Penalty: 3571.380371
	Iteration 107Q: 3 clusters Score -6335504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -6335507.500000 Penalty: 3571.380371
	Iteration 108Q: 3 clusters Score -6335508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -6335521.500000 Penalty: 3571.380371
	Iteration 109Q: 3 clusters Score -6335522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -6335532.000000 Penalty: 3571.380371
	Iteration 110Q: 3 clusters Score -6335532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -6335535.000000 Penalty: 3571.380371
	Iteration 111Q: 3 clusters Score -6335535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -6335534.000000 Penalty: 3571.380371
	Iteration 112Q: 3 clusters Score -6335534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -6335529.000000 Penalty: 3571.380371
	Iteration 113Q: 3 clusters Score -6335529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6335532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -6335541.000000 Penalty: 3571.380371
	Iteration 115Q: 3 clusters Score -6335541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -6335545.000000 Penalty: 3571.380371
	Iteration 116Q: 3 clusters Score -6335545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -6335545.000000 Penalty: 3571.380371
	Iteration 117Q: 3 clusters Score -6335545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -6335544.000000 Penalty: 3571.380371
	Iteration 118Q: 3 clusters Score -6335544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6335545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -6335543.500000 Penalty: 3571.380371
	Iteration 120F: 3 clusters Score -6335544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -6335550.500000 Penalty: 3571.380371
	Iteration 121Q: 3 clusters Score -6335550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6335550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -6335552.000000 Penalty: 3571.380371
	Iteration 123Q: 3 clusters Score -6335552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6335550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -6335548.500000 Penalty: 3571.380371
	Iteration 125Q: 3 clusters Score -6335548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -6335548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 166015 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 33535 members 
Mstep: Class 12 contains 39707 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 59211 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 21 clusters Score -7.019609e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 10630 members 
Mstep: Class 4 contains 166751 members 
Mstep: Class 5 contains 21805 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 136009 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 33539 members 
Mstep: Class 12 contains 39704 members 
Mstep: Class 13 contains 36045 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 50516 members 
Mstep: Class 16 contains 42138 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 47642 members 
Mstep: Class 19 contains 59708 members 
Mstep: Class 20 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 21 clusters Score -7.019806e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2850 members 
Mstep: Class 3 contains 10727 members 
Mstep: Class 4 contains 165894 members 
Mstep: Class 5 contains 21680 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 437 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 137351 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 33337 members 
Mstep: Class 12 contains 39449 members 
Mstep: Class 13 contains 35716 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 50287 members 
Mstep: Class 16 contains 42225 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 47476 members 
Mstep: Class 19 contains 59934 members 
Mstep: Class 20 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 21 clusters Score -7.01991e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 165008 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 138523 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 33197 members 
Mstep: Class 12 contains 39254 members 
Mstep: Class 13 contains 35535 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 15 contains 50106 members 
Mstep: Class 16 contains 42215 members 
Mstep: Class 17 contains 12236 members 
Mstep: Class 18 contains 47353 members 
Mstep: Class 19 contains 60058 members 
Mstep: Class 20 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 21 clusters Score -7.019956e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 11069 members 
Mstep: Class 4 contains 164160 members 
Mstep: Class 5 contains 21449 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 139505 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 33078 members 
Mstep: Class 12 contains 39099 members 
Mstep: Class 13 contains 35433 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 49983 members 
Mstep: Class 16 contains 42150 members 
Mstep: Class 17 contains 12631 members 
Mstep: Class 18 contains 47257 members 
Mstep: Class 19 contains 60085 members 
Mstep: Class 20 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 21 clusters Score -7.019977e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 163452 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 140377 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32974 members 
Mstep: Class 12 contains 38953 members 
Mstep: Class 13 contains 35358 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 49877 members 
Mstep: Class 16 contains 42054 members 
Mstep: Class 17 contains 13029 members 
Mstep: Class 18 contains 47177 members 
Mstep: Class 19 contains 60060 members 
Mstep: Class 20 contains 2372 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -7.019987e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 11406 members 
Mstep: Class 4 contains 162807 members 
Mstep: Class 5 contains 21307 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 141095 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 32887 members 
Mstep: Class 12 contains 38836 members 
Mstep: Class 13 contains 35322 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 49801 members 
Mstep: Class 16 contains 41971 members 
Mstep: Class 17 contains 13398 members 
Mstep: Class 18 contains 47112 members 
Mstep: Class 19 contains 60021 members 
Mstep: Class 20 contains 2442 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -7.019983e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 4 contains 162268 members 
Mstep: Class 5 contains 21278 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 141729 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 32813 members 
Mstep: Class 12 contains 38733 members 
Mstep: Class 13 contains 35310 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 49737 members 
Mstep: Class 16 contains 41863 members 
Mstep: Class 17 contains 13735 members 
Mstep: Class 18 contains 47051 members 
Mstep: Class 19 contains 59918 members 
Mstep: Class 20 contains 2485 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -7.019964e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 161811 members 
Mstep: Class 5 contains 21229 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 142269 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32753 members 
Mstep: Class 12 contains 38632 members 
Mstep: Class 13 contains 35317 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 49693 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 14083 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 59797 members 
Mstep: Class 20 contains 2516 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -7.02e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 11858 members 
Mstep: Class 4 contains 161447 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 142735 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 38536 members 
Mstep: Class 13 contains 35325 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 49655 members 
Mstep: Class 16 contains 41663 members 
Mstep: Class 17 contains 14399 members 
Mstep: Class 18 contains 46942 members 
Mstep: Class 19 contains 59672 members 
Mstep: Class 20 contains 2538 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -7.020012e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 11995 members 
Mstep: Class 4 contains 161144 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 143129 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32638 members 
Mstep: Class 12 contains 38447 members 
Mstep: Class 13 contains 35336 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 49632 members 
Mstep: Class 16 contains 41575 members 
Mstep: Class 17 contains 14712 members 
Mstep: Class 18 contains 46908 members 
Mstep: Class 19 contains 59537 members 
Mstep: Class 20 contains 2550 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -7.020006e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 12121 members 
Mstep: Class 4 contains 160992 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 143427 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32586 members 
Mstep: Class 12 contains 38355 members 
Mstep: Class 13 contains 35332 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 49625 members 
Mstep: Class 16 contains 41495 members 
Mstep: Class 17 contains 14997 members 
Mstep: Class 18 contains 46876 members 
Mstep: Class 19 contains 59365 members 
Mstep: Class 20 contains 2557 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -7.020016e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 12242 members 
Mstep: Class 4 contains 160913 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 143714 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32556 members 
Mstep: Class 12 contains 38240 members 
Mstep: Class 13 contains 35311 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 49612 members 
Mstep: Class 16 contains 41401 members 
Mstep: Class 17 contains 15255 members 
Mstep: Class 18 contains 46848 members 
Mstep: Class 19 contains 59188 members 
Mstep: Class 20 contains 2565 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -7.020019e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 160830 members 
Mstep: Class 5 contains 21003 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 143923 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32526 members 
Mstep: Class 12 contains 38140 members 
Mstep: Class 13 contains 35311 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 49601 members 
Mstep: Class 16 contains 41313 members 
Mstep: Class 17 contains 15502 members 
Mstep: Class 18 contains 46837 members 
Mstep: Class 19 contains 59031 members 
Mstep: Class 20 contains 2571 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -7.02004e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 160781 members 
Mstep: Class 5 contains 20956 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 144076 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 32493 members 
Mstep: Class 12 contains 38052 members 
Mstep: Class 13 contains 35313 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 41234 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 46831 members 
Mstep: Class 19 contains 58889 members 
Mstep: Class 20 contains 2580 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -7.020058e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 12573 members 
Mstep: Class 4 contains 160712 members 
Mstep: Class 5 contains 20930 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 144196 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 32440 members 
Mstep: Class 12 contains 37980 members 
Mstep: Class 13 contains 35318 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 49569 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 15976 members 
Mstep: Class 18 contains 46827 members 
Mstep: Class 19 contains 58756 members 
Mstep: Class 20 contains 2594 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -7.020078e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 12679 members 
Mstep: Class 4 contains 160726 members 
Mstep: Class 5 contains 20897 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 144231 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 32397 members 
Mstep: Class 12 contains 37903 members 
Mstep: Class 13 contains 35326 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 49558 members 
Mstep: Class 16 contains 41104 members 
Mstep: Class 17 contains 16191 members 
Mstep: Class 18 contains 46818 members 
Mstep: Class 19 contains 58655 members 
Mstep: Class 20 contains 2601 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -7.020089e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 12779 members 
Mstep: Class 4 contains 160734 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 144255 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 32335 members 
Mstep: Class 12 contains 37825 members 
Mstep: Class 13 contains 35342 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 49549 members 
Mstep: Class 16 contains 41050 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 18 contains 46809 members 
Mstep: Class 19 contains 58555 members 
Mstep: Class 20 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200952.000000 Penalty: 43641.613281
Iteration 96Q: 21 clusters Score -7.020095e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 160766 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 144231 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32278 members 
Mstep: Class 12 contains 37743 members 
Mstep: Class 13 contains 35367 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 49539 members 
Mstep: Class 16 contains 40991 members 
Mstep: Class 17 contains 16630 members 
Mstep: Class 18 contains 46801 members 
Mstep: Class 19 contains 58462 members 
Mstep: Class 20 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201000.000000 Penalty: 43641.613281
Iteration 97Q: 21 clusters Score -7.0201e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 160696 members 
Mstep: Class 5 contains 20845 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 144248 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32235 members 
Mstep: Class 12 contains 37666 members 
Mstep: Class 13 contains 35407 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 16846 members 
Mstep: Class 18 contains 46791 members 
Mstep: Class 19 contains 58364 members 
Mstep: Class 20 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201064.000000 Penalty: 43641.613281
Iteration 98Q: 21 clusters Score -7.020106e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 4 contains 160662 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 144220 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 32189 members 
Mstep: Class 12 contains 37569 members 
Mstep: Class 13 contains 35464 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 16 contains 40897 members 
Mstep: Class 17 contains 17066 members 
Mstep: Class 18 contains 46785 members 
Mstep: Class 19 contains 58306 members 
Mstep: Class 20 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201152.000000 Penalty: 43641.613281
Iteration 99Q: 21 clusters Score -7.020115e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 13156 members 
Mstep: Class 4 contains 160711 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 144142 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32145 members 
Mstep: Class 12 contains 37469 members 
Mstep: Class 13 contains 35501 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 49523 members 
Mstep: Class 16 contains 40853 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 46781 members 
Mstep: Class 19 contains 58264 members 
Mstep: Class 20 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201296.000000 Penalty: 43641.613281
Iteration 100F: 21 clusters Score -7.02013e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 160793 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 144002 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32100 members 
Mstep: Class 12 contains 37381 members 
Mstep: Class 13 contains 35528 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 49521 members 
Mstep: Class 16 contains 40794 members 
Mstep: Class 17 contains 17454 members 
Mstep: Class 18 contains 46785 members 
Mstep: Class 19 contains 58235 members 
Mstep: Class 20 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201360.000000 Penalty: 43641.613281
Iteration 101Q: 21 clusters Score -7.020136e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3285 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 160891 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 143865 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 32059 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 35566 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 17641 members 
Mstep: Class 18 contains 46784 members 
Mstep: Class 19 contains 58202 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201520.000000 Penalty: 43641.613281
Iteration 102Q: 21 clusters Score -7.020152e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 161013 members 
Mstep: Class 5 contains 20760 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 143750 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 32007 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 35612 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 40637 members 
Mstep: Class 17 contains 17811 members 
Mstep: Class 18 contains 46783 members 
Mstep: Class 19 contains 58171 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201672.000000 Penalty: 43641.613281
Iteration 103Q: 21 clusters Score -7.020167e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 161127 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 143638 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 31964 members 
Mstep: Class 12 contains 37149 members 
Mstep: Class 13 contains 35670 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49522 members 
Mstep: Class 16 contains 40555 members 
Mstep: Class 17 contains 17961 members 
Mstep: Class 18 contains 46787 members 
Mstep: Class 19 contains 58144 members 
Mstep: Class 20 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201752.000000 Penalty: 43641.613281
Iteration 104Q: 21 clusters Score -7.020175e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 161241 members 
Mstep: Class 5 contains 20726 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 143511 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 31933 members 
Mstep: Class 12 contains 37060 members 
Mstep: Class 13 contains 35727 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49522 members 
Mstep: Class 16 contains 40496 members 
Mstep: Class 17 contains 18114 members 
Mstep: Class 18 contains 46787 members 
Mstep: Class 19 contains 58123 members 
Mstep: Class 20 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201800.000000 Penalty: 43641.613281
Iteration 105Q: 21 clusters Score -7.02018e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 13492 members 
Mstep: Class 4 contains 161379 members 
Mstep: Class 5 contains 20709 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 143382 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 31897 members 
Mstep: Class 12 contains 36976 members 
Mstep: Class 13 contains 35783 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49522 members 
Mstep: Class 16 contains 40443 members 
Mstep: Class 17 contains 18244 members 
Mstep: Class 18 contains 46790 members 
Mstep: Class 19 contains 58108 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201880.000000 Penalty: 43641.613281
Iteration 106Q: 21 clusters Score -7.020188e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3369 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 161495 members 
Mstep: Class 5 contains 20695 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 143262 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 31861 members 
Mstep: Class 12 contains 36923 members 
Mstep: Class 13 contains 35818 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 49527 members 
Mstep: Class 16 contains 40393 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 18 contains 46792 members 
Mstep: Class 19 contains 58090 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201936.000000 Penalty: 43641.613281
Iteration 107Q: 21 clusters Score -7.020194e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 161601 members 
Mstep: Class 5 contains 20682 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 143144 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31825 members 
Mstep: Class 12 contains 36866 members 
Mstep: Class 13 contains 35846 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 49525 members 
Mstep: Class 16 contains 40345 members 
Mstep: Class 17 contains 18489 members 
Mstep: Class 18 contains 46792 members 
Mstep: Class 19 contains 58068 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201912.000000 Penalty: 43641.613281
Iteration 108Q: 21 clusters Score -7.020191e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 13583 members 
Mstep: Class 4 contains 161666 members 
Mstep: Class 5 contains 20667 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 143048 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 31794 members 
Mstep: Class 12 contains 36799 members 
Mstep: Class 13 contains 35909 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 40297 members 
Mstep: Class 17 contains 18617 members 
Mstep: Class 18 contains 46793 members 
Mstep: Class 19 contains 58051 members 
Mstep: Class 20 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202008.000000 Penalty: 43641.613281
Iteration 109Q: 21 clusters Score -7.020201e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 161748 members 
Mstep: Class 5 contains 20656 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 142910 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 31769 members 
Mstep: Class 12 contains 36743 members 
Mstep: Class 13 contains 35951 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 40251 members 
Mstep: Class 17 contains 18749 members 
Mstep: Class 18 contains 46791 members 
Mstep: Class 19 contains 58032 members 
Mstep: Class 20 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202072.000000 Penalty: 43641.613281
Iteration 110Q: 21 clusters Score -7.020207e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 161827 members 
Mstep: Class 5 contains 20644 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 142777 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31748 members 
Mstep: Class 12 contains 36692 members 
Mstep: Class 13 contains 36004 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49516 members 
Mstep: Class 16 contains 40213 members 
Mstep: Class 17 contains 18882 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 58015 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202248.000000 Penalty: 43641.613281
Iteration 111Q: 21 clusters Score -7.020225e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 13693 members 
Mstep: Class 4 contains 161931 members 
Mstep: Class 5 contains 20629 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 142654 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 31712 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 36051 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49512 members 
Mstep: Class 16 contains 40174 members 
Mstep: Class 17 contains 19001 members 
Mstep: Class 18 contains 46784 members 
Mstep: Class 19 contains 57992 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202592.000000 Penalty: 43641.613281
Iteration 112Q: 21 clusters Score -7.020259e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 161998 members 
Mstep: Class 5 contains 20616 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 142569 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 31679 members 
Mstep: Class 12 contains 36606 members 
Mstep: Class 13 contains 36092 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49510 members 
Mstep: Class 16 contains 40145 members 
Mstep: Class 17 contains 19125 members 
Mstep: Class 18 contains 46780 members 
Mstep: Class 19 contains 57964 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202632.000000 Penalty: 43641.613281
Iteration 113Q: 21 clusters Score -7.020263e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 13754 members 
Mstep: Class 4 contains 162078 members 
Mstep: Class 5 contains 20605 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 142474 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 31650 members 
Mstep: Class 12 contains 36562 members 
Mstep: Class 13 contains 36125 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 40115 members 
Mstep: Class 17 contains 19241 members 
Mstep: Class 18 contains 46775 members 
Mstep: Class 19 contains 57933 members 
Mstep: Class 20 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202696.000000 Penalty: 43641.613281
Iteration 114Q: 21 clusters Score -7.02027e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 162137 members 
Mstep: Class 5 contains 20600 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 142377 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 31615 members 
Mstep: Class 12 contains 36532 members 
Mstep: Class 13 contains 36159 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 40094 members 
Mstep: Class 17 contains 19344 members 
Mstep: Class 18 contains 46767 members 
Mstep: Class 19 contains 57899 members 
Mstep: Class 20 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202752.000000 Penalty: 43641.613281
Iteration 115Q: 21 clusters Score -7.020275e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 13840 members 
Mstep: Class 4 contains 162201 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 142299 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 31581 members 
Mstep: Class 12 contains 36512 members 
Mstep: Class 13 contains 36198 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 40062 members 
Mstep: Class 17 contains 19433 members 
Mstep: Class 18 contains 46757 members 
Mstep: Class 19 contains 57863 members 
Mstep: Class 20 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202784.000000 Penalty: 43641.613281
Iteration 116Q: 21 clusters Score -7.020278e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 13880 members 
Mstep: Class 4 contains 162270 members 
Mstep: Class 5 contains 20595 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 142226 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 36487 members 
Mstep: Class 13 contains 36236 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 40027 members 
Mstep: Class 17 contains 19520 members 
Mstep: Class 18 contains 46749 members 
Mstep: Class 19 contains 57818 members 
Mstep: Class 20 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202816.000000 Penalty: 43641.613281
Iteration 117Q: 21 clusters Score -7.020282e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 13906 members 
Mstep: Class 4 contains 162366 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 142120 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 31528 members 
Mstep: Class 12 contains 36456 members 
Mstep: Class 13 contains 36279 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 19601 members 
Mstep: Class 18 contains 46746 members 
Mstep: Class 19 contains 57787 members 
Mstep: Class 20 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202992.000000 Penalty: 43641.613281
Iteration 118Q: 21 clusters Score -7.020299e+07 nChanged 629
Entering ConstructFrom: 
Score: -70202992.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -221820.515625 Penalty: 1259.894043
	Iteration 0F: 2 clusters Score -221820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219536.343750 Penalty: 2519.788086
	Iteration 0F: 3 clusters Score -219536.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -220175.500000 Penalty: 2519.788086
	Iteration 1F: 3 clusters Score -220175.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -220584.843750 Penalty: 2519.788086
	Iteration 2F: 3 clusters Score -220584.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -221003.781250 Penalty: 2519.788086
	Iteration 3F: 3 clusters Score -221003.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -221267.562500 Penalty: 2519.788086
	Iteration 4F: 3 clusters Score -221267.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221395.312500 Penalty: 2519.788086
	Iteration 5F: 3 clusters Score -221395.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -221481.296875 Penalty: 2519.788086
	Iteration 6Q: 3 clusters Score -221481.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221572.968750 Penalty: 2519.788086
	Iteration 7Q: 3 clusters Score -221573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -221623.250000 Penalty: 2519.788086
	Iteration 8Q: 3 clusters Score -221623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -221653.609375 Penalty: 2519.788086
	Iteration 9Q: 3 clusters Score -221653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -221679.187500 Penalty: 2519.788086
	Iteration 10Q: 3 clusters Score -221679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -221703.687500 Penalty: 2519.788086
	Iteration 11Q: 3 clusters Score -221703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -221725.343750 Penalty: 2519.788086
	Iteration 12Q: 3 clusters Score -221725.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -221747.625000 Penalty: 2519.788086
	Iteration 13Q: 3 clusters Score -221747.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -221769.828125 Penalty: 2519.788086
	Iteration 14Q: 3 clusters Score -221769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221784.593750 Penalty: 2519.788086
	Iteration 15Q: 3 clusters Score -221784.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -221801.437500 Penalty: 2519.788086
	Iteration 16Q: 3 clusters Score -221801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -221812.671875 Penalty: 2519.788086
	Iteration 17Q: 3 clusters Score -221812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -221826.234375 Penalty: 2519.788086
	Iteration 18Q: 3 clusters Score -221826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -221838.593750 Penalty: 2519.788086
	Iteration 19Q: 3 clusters Score -221838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -221855.437500 Penalty: 2519.788086
	Iteration 20F: 3 clusters Score -221855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -221872.250000 Penalty: 2519.788086
	Iteration 21Q: 3 clusters Score -221872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -221877.000000 Penalty: 2519.788086
	Iteration 22Q: 3 clusters Score -221877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -221879.234375 Penalty: 2519.788086
	Iteration 23Q: 3 clusters Score -221879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -221879.234375 Penalty: 2519.788086
	Iteration 24F: 3 clusters Score -221879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 162422 members 
Mstep: Class 5 contains 20591 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 142039 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 36421 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 46742 members 
Mstep: Class 19 contains 57762 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 566 members 
Entering Unmasked Estep 
Score: -70202032.000000 Penalty: 45823.691406
Splitting cluster 1 changes total score from -70202992.000000 to -70202032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -344284.781250 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -344284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -341300.500000 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -341300.5 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -342212.468750 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -342212.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -342534.125000 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -342534.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -342838.156250 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -342838.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -343157.312500 Penalty: 2651.424805
	Iteration 4F: 3 clusters Score -343157.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -343460.906250 Penalty: 2651.424805
	Iteration 5F: 3 clusters Score -343460.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -343651.968750 Penalty: 2651.424805
	Iteration 6F: 3 clusters Score -343652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -343755.000000 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -343755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -343816.531250 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -343816.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -343858.093750 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -343858.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -343872.968750 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -343873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -343885.718750 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -343885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -343898.875000 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -343898.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -343909.906250 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -343909.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -343923.781250 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -343923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -343934.218750 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -343934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -343940.656250 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -343940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -343945.031250 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -343945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -343947.750000 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -343947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -343949.375000 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -343949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -343949.843750 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -343949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -343950.375000 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -343950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -343950.750000 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -343950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -343950.750000 Penalty: 2651.424805
	Iteration 23F: 3 clusters Score -343950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1495669.875000 Penalty: 1550.484131
	Iteration 0F: 2 clusters Score -1495670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1485977.750000 Penalty: 3100.968262
	Iteration 0F: 3 clusters Score -1485978 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1489306.625000 Penalty: 3100.968262
	Iteration 1F: 3 clusters Score -1489307 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1489544.000000 Penalty: 3100.968262
	Iteration 2Q: 3 clusters Score -1489544 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1489734.125000 Penalty: 3100.968262
	Iteration 3Q: 3 clusters Score -1489734 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1489914.250000 Penalty: 3100.968262
	Iteration 4Q: 3 clusters Score -1489914 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1490125.250000 Penalty: 3100.968262
	Iteration 5Q: 3 clusters Score -1490125 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1490356.750000 Penalty: 3100.968262
	Iteration 6Q: 3 clusters Score -1490357 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1490636.125000 Penalty: 3100.968262
	Iteration 7Q: 3 clusters Score -1490636 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1490922.625000 Penalty: 3100.968262
	Iteration 8Q: 3 clusters Score -1490923 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1491249.250000 Penalty: 3100.968262
	Iteration 9Q: 3 clusters Score -1491249 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1491601.875000 Penalty: 3100.968262
	Iteration 10Q: 3 clusters Score -1491602 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1491939.000000 Penalty: 3100.968262
	Iteration 11Q: 3 clusters Score -1491939 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1492207.000000 Penalty: 3100.968262
	Iteration 12Q: 3 clusters Score -1492207 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1492383.750000 Penalty: 3100.968262
	Iteration 13Q: 3 clusters Score -1492384 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1492507.625000 Penalty: 3100.968262
	Iteration 14Q: 3 clusters Score -1492508 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1492608.875000 Penalty: 3100.968262
	Iteration 15Q: 3 clusters Score -1492609 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1492675.875000 Penalty: 3100.968262
	Iteration 16Q: 3 clusters Score -1492676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1492748.125000 Penalty: 3100.968262
	Iteration 17Q: 3 clusters Score -1492748 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1492828.750000 Penalty: 3100.968262
	Iteration 18Q: 3 clusters Score -1492829 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1492910.125000 Penalty: 3100.968262
	Iteration 19Q: 3 clusters Score -1492910 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1492984.875000 Penalty: 3100.968262
	Iteration 20F: 3 clusters Score -1492985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1493060.375000 Penalty: 3100.968262
	Iteration 21Q: 3 clusters Score -1493060 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1493156.000000 Penalty: 3100.968262
	Iteration 22Q: 3 clusters Score -1493156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1493254.125000 Penalty: 3100.968262
	Iteration 23Q: 3 clusters Score -1493254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1493356.375000 Penalty: 3100.968262
	Iteration 24Q: 3 clusters Score -1493356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1493453.000000 Penalty: 3100.968262
	Iteration 25Q: 3 clusters Score -1493453 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1493555.875000 Penalty: 3100.968262
	Iteration 26Q: 3 clusters Score -1493556 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1493652.375000 Penalty: 3100.968262
	Iteration 27Q: 3 clusters Score -1493652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1493733.625000 Penalty: 3100.968262
	Iteration 28Q: 3 clusters Score -1493734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1493816.375000 Penalty: 3100.968262
	Iteration 29Q: 3 clusters Score -1493816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1493913.500000 Penalty: 3100.968262
	Iteration 30Q: 3 clusters Score -1493914 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1494011.000000 Penalty: 3100.968262
	Iteration 31Q: 3 clusters Score -1494011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1494099.875000 Penalty: 3100.968262
	Iteration 32Q: 3 clusters Score -1494100 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1494171.625000 Penalty: 3100.968262
	Iteration 33Q: 3 clusters Score -1494172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1494225.375000 Penalty: 3100.968262
	Iteration 34Q: 3 clusters Score -1494225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1494263.750000 Penalty: 3100.968262
	Iteration 35Q: 3 clusters Score -1494264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1494295.500000 Penalty: 3100.968262
	Iteration 36Q: 3 clusters Score -1494296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1494316.375000 Penalty: 3100.968262
	Iteration 37Q: 3 clusters Score -1494316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1494341.500000 Penalty: 3100.968262
	Iteration 38Q: 3 clusters Score -1494342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1494359.000000 Penalty: 3100.968262
	Iteration 39Q: 3 clusters Score -1494359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1494372.000000 Penalty: 3100.968262
	Iteration 40F: 3 clusters Score -1494372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1494392.875000 Penalty: 3100.968262
	Iteration 41Q: 3 clusters Score -1494393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1494416.375000 Penalty: 3100.968262
	Iteration 42Q: 3 clusters Score -1494416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1494429.750000 Penalty: 3100.968262
	Iteration 43Q: 3 clusters Score -1494430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1494442.375000 Penalty: 3100.968262
	Iteration 44Q: 3 clusters Score -1494442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1494452.750000 Penalty: 3100.968262
	Iteration 45Q: 3 clusters Score -1494453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1494459.500000 Penalty: 3100.968262
	Iteration 46Q: 3 clusters Score -1494460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1494467.250000 Penalty: 3100.968262
	Iteration 47Q: 3 clusters Score -1494467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1494471.000000 Penalty: 3100.968262
	Iteration 48Q: 3 clusters Score -1494471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1494474.125000 Penalty: 3100.968262
	Iteration 49Q: 3 clusters Score -1494474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1494474.125000 Penalty: 3100.968262
	Iteration 50Q: 3 clusters Score -1494474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1494472.125000 Penalty: 3100.968262
	Iteration 51Q: 3 clusters Score -1494472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1494472.750000 Penalty: 3100.968262
	Iteration 52Q: 3 clusters Score -1494473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1494472.625000 Penalty: 3100.968262
	Iteration 53Q: 3 clusters Score -1494473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1494474.000000 Penalty: 3100.968262
	Iteration 54Q: 3 clusters Score -1494474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1494473.125000 Penalty: 3100.968262
	Iteration 55Q: 3 clusters Score -1494473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1494473.125000 Penalty: 3100.968262
	Iteration 56F: 3 clusters Score -1494473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Entering Unmasked Estep 
Score: -17086572.000000 Penalty: 1949.667480
	Iteration 0F: 2 clusters Score -1.708657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -16978224.000000 Penalty: 3899.334961
	Iteration 0F: 3 clusters Score -1.697822e+07 nChanged 78457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -17024344.000000 Penalty: 3899.334961
	Iteration 1F: 3 clusters Score -1.702434e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -17025038.000000 Penalty: 3899.334961
	Iteration 2Q: 3 clusters Score -1.702504e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -17025992.000000 Penalty: 3899.334961
	Iteration 3Q: 3 clusters Score -1.702599e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -17027184.000000 Penalty: 3899.334961
	Iteration 4Q: 3 clusters Score -1.702718e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -17028850.000000 Penalty: 3899.334961
	Iteration 5Q: 3 clusters Score -1.702885e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -17031832.000000 Penalty: 3899.334961
	Iteration 6Q: 3 clusters Score -1.703183e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -17037102.000000 Penalty: 3899.334961
	Iteration 7F: 3 clusters Score -1.70371e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -17044670.000000 Penalty: 3899.334961
	Iteration 8F: 3 clusters Score -1.704467e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -17053518.000000 Penalty: 3899.334961
	Iteration 9F: 3 clusters Score -1.705352e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -17061038.000000 Penalty: 3899.334961
	Iteration 10F: 3 clusters Score -1.706104e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -17066116.000000 Penalty: 3899.334961
	Iteration 11Q: 3 clusters Score -1.706612e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140756 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -17069546.000000 Penalty: 3899.334961
	Iteration 12Q: 3 clusters Score -1.706955e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -17071858.000000 Penalty: 3899.334961
	Iteration 13Q: 3 clusters Score -1.707186e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -17074102.000000 Penalty: 3899.334961
	Iteration 14Q: 3 clusters Score -1.70741e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151284 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -17076350.000000 Penalty: 3899.334961
	Iteration 15Q: 3 clusters Score -1.707635e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -17078410.000000 Penalty: 3899.334961
	Iteration 16Q: 3 clusters Score -1.707841e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -17080334.000000 Penalty: 3899.334961
	Iteration 17Q: 3 clusters Score -1.708033e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -17081886.000000 Penalty: 3899.334961
	Iteration 18Q: 3 clusters Score -1.708189e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -17083020.000000 Penalty: 3899.334961
	Iteration 19Q: 3 clusters Score -1.708302e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -17083768.000000 Penalty: 3899.334961
	Iteration 20F: 3 clusters Score -1.708377e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17084170.000000 Penalty: 3899.334961
	Iteration 21Q: 3 clusters Score -1.708417e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17084414.000000 Penalty: 3899.334961
	Iteration 22Q: 3 clusters Score -1.708441e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17084534.000000 Penalty: 3899.334961
	Iteration 23Q: 3 clusters Score -1.708453e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -17084618.000000 Penalty: 3899.334961
	Iteration 24Q: 3 clusters Score -1.708462e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17084690.000000 Penalty: 3899.334961
	Iteration 25Q: 3 clusters Score -1.708469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17084742.000000 Penalty: 3899.334961
	Iteration 26Q: 3 clusters Score -1.708474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -17084780.000000 Penalty: 3899.334961
	Iteration 27Q: 3 clusters Score -1.708478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17084796.000000 Penalty: 3899.334961
	Iteration 28Q: 3 clusters Score -1.70848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17084816.000000 Penalty: 3899.334961
	Iteration 29Q: 3 clusters Score -1.708482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162107 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17084838.000000 Penalty: 3899.334961
	Iteration 30Q: 3 clusters Score -1.708484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17084822.000000 Penalty: 3899.334961
	Iteration 31Q: 3 clusters Score -1.708482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162116 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17084834.000000 Penalty: 3899.334961
	Iteration 32Q: 3 clusters Score -1.708483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17084838.000000 Penalty: 3899.334961
	Iteration 33Q: 3 clusters Score -1.708484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17084836.000000 Penalty: 3899.334961
	Iteration 34Q: 3 clusters Score -1.708484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17084836.000000 Penalty: 3899.334961
	Iteration 35F: 3 clusters Score -1.708484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Entering Unmasked Estep 
Score: -2204338.250000 Penalty: 1614.049072
	Iteration 0F: 2 clusters Score -2204338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2190290.500000 Penalty: 3228.098145
	Iteration 0F: 3 clusters Score -2190290 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2195661.250000 Penalty: 3228.098145
	Iteration 1F: 3 clusters Score -2195661 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2196065.500000 Penalty: 3228.098145
	Iteration 2Q: 3 clusters Score -2196066 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2196534.500000 Penalty: 3228.098145
	Iteration 3Q: 3 clusters Score -2196534 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2197049.750000 Penalty: 3228.098145
	Iteration 4Q: 3 clusters Score -2197050 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2197634.750000 Penalty: 3228.098145
	Iteration 5Q: 3 clusters Score -2197635 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2198288.750000 Penalty: 3228.098145
	Iteration 6F: 3 clusters Score -2198289 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2199000.250000 Penalty: 3228.098145
	Iteration 7F: 3 clusters Score -2199000 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2199696.750000 Penalty: 3228.098145
	Iteration 8Q: 3 clusters Score -2199697 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2200305.250000 Penalty: 3228.098145
	Iteration 9Q: 3 clusters Score -2200305 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2200731.000000 Penalty: 3228.098145
	Iteration 10Q: 3 clusters Score -2200731 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2201073.500000 Penalty: 3228.098145
	Iteration 11Q: 3 clusters Score -2201074 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2201311.500000 Penalty: 3228.098145
	Iteration 12Q: 3 clusters Score -2201312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2201481.250000 Penalty: 3228.098145
	Iteration 13Q: 3 clusters Score -2201481 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2201613.500000 Penalty: 3228.098145
	Iteration 14Q: 3 clusters Score -2201614 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2201712.500000 Penalty: 3228.098145
	Iteration 15Q: 3 clusters Score -2201712 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2201814.750000 Penalty: 3228.098145
	Iteration 16Q: 3 clusters Score -2201815 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2201907.000000 Penalty: 3228.098145
	Iteration 17Q: 3 clusters Score -2201907 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2202017.000000 Penalty: 3228.098145
	Iteration 18Q: 3 clusters Score -2202017 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2202125.000000 Penalty: 3228.098145
	Iteration 19Q: 3 clusters Score -2202125 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2202206.500000 Penalty: 3228.098145
	Iteration 20F: 3 clusters Score -2202206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2202265.750000 Penalty: 3228.098145
	Iteration 21Q: 3 clusters Score -2202266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2202330.250000 Penalty: 3228.098145
	Iteration 22Q: 3 clusters Score -2202330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2202382.750000 Penalty: 3228.098145
	Iteration 23Q: 3 clusters Score -2202383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2202446.750000 Penalty: 3228.098145
	Iteration 24Q: 3 clusters Score -2202447 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2202494.750000 Penalty: 3228.098145
	Iteration 25Q: 3 clusters Score -2202495 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2202534.250000 Penalty: 3228.098145
	Iteration 26Q: 3 clusters Score -2202534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2202570.250000 Penalty: 3228.098145
	Iteration 27Q: 3 clusters Score -2202570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2202611.000000 Penalty: 3228.098145
	Iteration 28Q: 3 clusters Score -2202611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2202639.250000 Penalty: 3228.098145
	Iteration 29Q: 3 clusters Score -2202639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2202682.000000 Penalty: 3228.098145
	Iteration 30Q: 3 clusters Score -2202682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2202712.250000 Penalty: 3228.098145
	Iteration 31Q: 3 clusters Score -2202712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2202745.250000 Penalty: 3228.098145
	Iteration 32Q: 3 clusters Score -2202745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2202769.250000 Penalty: 3228.098145
	Iteration 33Q: 3 clusters Score -2202769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2202794.750000 Penalty: 3228.098145
	Iteration 34Q: 3 clusters Score -2202795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2202805.500000 Penalty: 3228.098145
	Iteration 35Q: 3 clusters Score -2202806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2202814.250000 Penalty: 3228.098145
	Iteration 36Q: 3 clusters Score -2202814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2202832.250000 Penalty: 3228.098145
	Iteration 37Q: 3 clusters Score -2202832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2202844.250000 Penalty: 3228.098145
	Iteration 38Q: 3 clusters Score -2202844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2202856.000000 Penalty: 3228.098145
	Iteration 39Q: 3 clusters Score -2202856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2202863.250000 Penalty: 3228.098145
	Iteration 40F: 3 clusters Score -2202863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2202872.750000 Penalty: 3228.098145
	Iteration 41Q: 3 clusters Score -2202873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2202876.500000 Penalty: 3228.098145
	Iteration 42Q: 3 clusters Score -2202876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2202881.500000 Penalty: 3228.098145
	Iteration 43Q: 3 clusters Score -2202882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2202886.750000 Penalty: 3228.098145
	Iteration 44Q: 3 clusters Score -2202887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2202889.000000 Penalty: 3228.098145
	Iteration 45Q: 3 clusters Score -2202889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2202888.500000 Penalty: 3228.098145
	Iteration 46Q: 3 clusters Score -2202888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2202893.750000 Penalty: 3228.098145
	Iteration 47Q: 3 clusters Score -2202894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2202894.500000 Penalty: 3228.098145
	Iteration 48Q: 3 clusters Score -2202894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2202904.250000 Penalty: 3228.098145
	Iteration 49Q: 3 clusters Score -2202904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2202902.750000 Penalty: 3228.098145
	Iteration 50Q: 3 clusters Score -2202903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2202904.250000 Penalty: 3228.098145
	Iteration 51Q: 3 clusters Score -2202904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2202906.500000 Penalty: 3228.098145
	Iteration 52Q: 3 clusters Score -2202906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2202910.750000 Penalty: 3228.098145
	Iteration 53Q: 3 clusters Score -2202911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2202910.000000 Penalty: 3228.098145
	Iteration 54Q: 3 clusters Score -2202910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2202913.000000 Penalty: 3228.098145
	Iteration 55Q: 3 clusters Score -2202913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2202913.750000 Penalty: 3228.098145
	Iteration 56Q: 3 clusters Score -2202914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2202913.250000 Penalty: 3228.098145
	Iteration 57Q: 3 clusters Score -2202913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2202918.000000 Penalty: 3228.098145
	Iteration 58Q: 3 clusters Score -2202918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2202924.500000 Penalty: 3228.098145
	Iteration 59Q: 3 clusters Score -2202924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2202926.500000 Penalty: 3228.098145
	Iteration 60F: 3 clusters Score -2202926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2202929.000000 Penalty: 3228.098145
	Iteration 61Q: 3 clusters Score -2202929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2202929.750000 Penalty: 3228.098145
	Iteration 62Q: 3 clusters Score -2202930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2202933.000000 Penalty: 3228.098145
	Iteration 63Q: 3 clusters Score -2202933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2202932.750000 Penalty: 3228.098145
	Iteration 64Q: 3 clusters Score -2202933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2202933.750000 Penalty: 3228.098145
	Iteration 65Q: 3 clusters Score -2202934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2202937.500000 Penalty: 3228.098145
	Iteration 66Q: 3 clusters Score -2202938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2202937.750000 Penalty: 3228.098145
	Iteration 67Q: 3 clusters Score -2202938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2202939.500000 Penalty: 3228.098145
	Iteration 68Q: 3 clusters Score -2202940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2202938.000000 Penalty: 3228.098145
	Iteration 69Q: 3 clusters Score -2202938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2202940.750000 Penalty: 3228.098145
	Iteration 70Q: 3 clusters Score -2202941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2202944.250000 Penalty: 3228.098145
	Iteration 71Q: 3 clusters Score -2202944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2202947.000000 Penalty: 3228.098145
	Iteration 72Q: 3 clusters Score -2202947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2202949.250000 Penalty: 3228.098145
	Iteration 73Q: 3 clusters Score -2202949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2202951.250000 Penalty: 3228.098145
	Iteration 74Q: 3 clusters Score -2202951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2202954.750000 Penalty: 3228.098145
	Iteration 75Q: 3 clusters Score -2202955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2202958.250000 Penalty: 3228.098145
	Iteration 76Q: 3 clusters Score -2202958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2202963.750000 Penalty: 3228.098145
	Iteration 77Q: 3 clusters Score -2202964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2202964.750000 Penalty: 3228.098145
	Iteration 78Q: 3 clusters Score -2202965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2202965.500000 Penalty: 3228.098145
	Iteration 79Q: 3 clusters Score -2202966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2202965.250000 Penalty: 3228.098145
	Iteration 80F: 3 clusters Score -2202965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2202968.250000 Penalty: 3228.098145
	Iteration 81Q: 3 clusters Score -2202968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2202968.000000 Penalty: 3228.098145
	Iteration 82Q: 3 clusters Score -2202968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2202967.500000 Penalty: 3228.098145
	Iteration 83Q: 3 clusters Score -2202968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2202966.500000 Penalty: 3228.098145
	Iteration 84Q: 3 clusters Score -2202966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2202967.250000 Penalty: 3228.098145
	Iteration 85Q: 3 clusters Score -2202967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2202967.250000 Penalty: 3228.098145
	Iteration 86F: 3 clusters Score -2202967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -28034.404297 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -28034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27194.417969 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -27194.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27358.962891 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -27358.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27455.013672 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -27455.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27494.187500 Penalty: 1899.151978
	Iteration 3F: 3 clusters Score -27494.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27542.462891 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -27542.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27607.048828 Penalty: 1899.151978
	Iteration 5F: 3 clusters Score -27607.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27704.691406 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -27704.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27755.570312 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -27755.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27794.898438 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -27794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27842.474609 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -27842.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27851.470703 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -27851.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27856.732422 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -27856.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27861.205078 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -27861.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27864.039062 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -27864.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27864.039062 Penalty: 1899.151978
	Iteration 14F: 3 clusters Score -27864.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -43489.886719 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -43489.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42633.386719 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -42633.39 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43131.519531 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -43131.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43370.171875 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -43370.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43523.304688 Penalty: 1994.058594
	Iteration 3Q: 3 clusters Score -43523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43575.640625 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -43575.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43611.687500 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -43611.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43630.441406 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -43630.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43643.796875 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -43643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43644.890625 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -43644.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43644.890625 Penalty: 1994.058594
	Iteration 9F: 3 clusters Score -43644.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 162422 members 
Mstep: Class 5 contains 20591 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 142039 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 36421 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 46742 members 
Mstep: Class 19 contains 57762 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 339 members 
Entering Unmasked Estep 
Score: -70201816.000000 Penalty: 45823.691406
Splitting cluster 7 changes total score from -70202992.000000 to -70201816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -236124.953125 Penalty: 1252.105225
	Iteration 0F: 2 clusters Score -236125 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 1108 members 
Entering Unmasked Estep 
Score: -233860.296875 Penalty: 2504.210449
	Iteration 0F: 3 clusters Score -233860.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -234351.593750 Penalty: 2504.210449
	Iteration 1F: 3 clusters Score -234351.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -234472.703125 Penalty: 2504.210449
	Iteration 2F: 3 clusters Score -234472.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -234560.343750 Penalty: 2504.210449
	Iteration 3Q: 3 clusters Score -234560.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -234615.140625 Penalty: 2504.210449
	Iteration 4Q: 3 clusters Score -234615.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -234657.031250 Penalty: 2504.210449
	Iteration 5Q: 3 clusters Score -234657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -234690.078125 Penalty: 2504.210449
	Iteration 6Q: 3 clusters Score -234690.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234709.250000 Penalty: 2504.210449
	Iteration 7Q: 3 clusters Score -234709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234724.156250 Penalty: 2504.210449
	Iteration 8Q: 3 clusters Score -234724.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -234740.156250 Penalty: 2504.210449
	Iteration 9Q: 3 clusters Score -234740.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234756.703125 Penalty: 2504.210449
	Iteration 10Q: 3 clusters Score -234756.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234770.890625 Penalty: 2504.210449
	Iteration 11Q: 3 clusters Score -234770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234781.093750 Penalty: 2504.210449
	Iteration 12Q: 3 clusters Score -234781.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234784.250000 Penalty: 2504.210449
	Iteration 13Q: 3 clusters Score -234784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234787.531250 Penalty: 2504.210449
	Iteration 14Q: 3 clusters Score -234787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -234791.359375 Penalty: 2504.210449
	Iteration 15Q: 3 clusters Score -234791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234793.906250 Penalty: 2504.210449
	Iteration 16Q: 3 clusters Score -234793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234797.937500 Penalty: 2504.210449
	Iteration 17Q: 3 clusters Score -234797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234800.328125 Penalty: 2504.210449
	Iteration 18Q: 3 clusters Score -234800.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234802.671875 Penalty: 2504.210449
	Iteration 19Q: 3 clusters Score -234802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234804.046875 Penalty: 2504.210449
	Iteration 20F: 3 clusters Score -234804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234806.359375 Penalty: 2504.210449
	Iteration 21Q: 3 clusters Score -234806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234806.796875 Penalty: 2504.210449
	Iteration 22Q: 3 clusters Score -234806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234808.062500 Penalty: 2504.210449
	Iteration 23Q: 3 clusters Score -234808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234809.937500 Penalty: 2504.210449
	Iteration 24Q: 3 clusters Score -234809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234814.546875 Penalty: 2504.210449
	Iteration 25Q: 3 clusters Score -234814.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234819.968750 Penalty: 2504.210449
	Iteration 26Q: 3 clusters Score -234820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234825.046875 Penalty: 2504.210449
	Iteration 27Q: 3 clusters Score -234825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234828.500000 Penalty: 2504.210449
	Iteration 28Q: 3 clusters Score -234828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234831.937500 Penalty: 2504.210449
	Iteration 29Q: 3 clusters Score -234831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234835.171875 Penalty: 2504.210449
	Iteration 30Q: 3 clusters Score -234835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234839.109375 Penalty: 2504.210449
	Iteration 31Q: 3 clusters Score -234839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -234841.390625 Penalty: 2504.210449
	Iteration 32Q: 3 clusters Score -234841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234844.062500 Penalty: 2504.210449
	Iteration 33Q: 3 clusters Score -234844.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -234848.812500 Penalty: 2504.210449
	Iteration 34Q: 3 clusters Score -234848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -234851.734375 Penalty: 2504.210449
	Iteration 35Q: 3 clusters Score -234851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234855.843750 Penalty: 2504.210449
	Iteration 36Q: 3 clusters Score -234855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234861.359375 Penalty: 2504.210449
	Iteration 37Q: 3 clusters Score -234861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234865.421875 Penalty: 2504.210449
	Iteration 38Q: 3 clusters Score -234865.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -234868.781250 Penalty: 2504.210449
	Iteration 39Q: 3 clusters Score -234868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -234873.140625 Penalty: 2504.210449
	Iteration 40F: 3 clusters Score -234873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -234877.125000 Penalty: 2504.210449
	Iteration 41Q: 3 clusters Score -234877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234880.265625 Penalty: 2504.210449
	Iteration 42Q: 3 clusters Score -234880.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234883.531250 Penalty: 2504.210449
	Iteration 43Q: 3 clusters Score -234883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234887.125000 Penalty: 2504.210449
	Iteration 44Q: 3 clusters Score -234887.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -234890.875000 Penalty: 2504.210449
	Iteration 45Q: 3 clusters Score -234890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234894.687500 Penalty: 2504.210449
	Iteration 46Q: 3 clusters Score -234894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234897.031250 Penalty: 2504.210449
	Iteration 47Q: 3 clusters Score -234897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -234900.312500 Penalty: 2504.210449
	Iteration 48Q: 3 clusters Score -234900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -234909.968750 Penalty: 2504.210449
	Iteration 49Q: 3 clusters Score -234910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234919.109375 Penalty: 2504.210449
	Iteration 50Q: 3 clusters Score -234919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -234924.421875 Penalty: 2504.210449
	Iteration 51Q: 3 clusters Score -234924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234926.906250 Penalty: 2504.210449
	Iteration 52Q: 3 clusters Score -234926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -234928.734375 Penalty: 2504.210449
	Iteration 53Q: 3 clusters Score -234928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -234931.218750 Penalty: 2504.210449
	Iteration 54Q: 3 clusters Score -234931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -234931.796875 Penalty: 2504.210449
	Iteration 55Q: 3 clusters Score -234931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234931.875000 Penalty: 2504.210449
	Iteration 56Q: 3 clusters Score -234931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234931.875000 Penalty: 2504.210449
	Iteration 57F: 3 clusters Score -234931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (142039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142039 members 
Entering Unmasked Estep 
Score: -14975262.000000 Penalty: 1927.876831
	Iteration 0F: 2 clusters Score -1.497526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -14881165.000000 Penalty: 3855.753662
	Iteration 0F: 3 clusters Score -1.488116e+07 nChanged 68345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -14922134.000000 Penalty: 3855.753662
	Iteration 1F: 3 clusters Score -1.492213e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -14923967.000000 Penalty: 3855.753662
	Iteration 2Q: 3 clusters Score -1.492397e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -14927197.000000 Penalty: 3855.753662
	Iteration 3F: 3 clusters Score -1.49272e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -14932991.000000 Penalty: 3855.753662
	Iteration 4F: 3 clusters Score -1.493299e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -14942399.000000 Penalty: 3855.753662
	Iteration 5F: 3 clusters Score -1.49424e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -14954048.000000 Penalty: 3855.753662
	Iteration 6F: 3 clusters Score -1.495405e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -14963944.000000 Penalty: 3855.753662
	Iteration 7F: 3 clusters Score -1.496394e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -14969607.000000 Penalty: 3855.753662
	Iteration 8Q: 3 clusters Score -1.496961e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139699 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14972070.000000 Penalty: 3855.753662
	Iteration 9Q: 3 clusters Score -1.497207e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140886 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14973075.000000 Penalty: 3855.753662
	Iteration 10Q: 3 clusters Score -1.497308e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141339 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14973445.000000 Penalty: 3855.753662
	Iteration 11Q: 3 clusters Score -1.497344e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14973622.000000 Penalty: 3855.753662
	Iteration 12Q: 3 clusters Score -1.497362e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14973700.000000 Penalty: 3855.753662
	Iteration 13Q: 3 clusters Score -1.49737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141631 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14973761.000000 Penalty: 3855.753662
	Iteration 14Q: 3 clusters Score -1.497376e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14973797.000000 Penalty: 3855.753662
	Iteration 15Q: 3 clusters Score -1.49738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14973816.000000 Penalty: 3855.753662
	Iteration 16Q: 3 clusters Score -1.497382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14973834.000000 Penalty: 3855.753662
	Iteration 17Q: 3 clusters Score -1.497383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14973839.000000 Penalty: 3855.753662
	Iteration 18Q: 3 clusters Score -1.497384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14973839.000000 Penalty: 3855.753662
	Iteration 19Q: 3 clusters Score -1.497384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14973841.000000 Penalty: 3855.753662
	Iteration 20F: 3 clusters Score -1.497384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14973852.000000 Penalty: 3855.753662
	Iteration 21Q: 3 clusters Score -1.497385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14973852.000000 Penalty: 3855.753662
	Iteration 22Q: 3 clusters Score -1.497385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14973850.000000 Penalty: 3855.753662
	Iteration 23Q: 3 clusters Score -1.497385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14973859.000000 Penalty: 3855.753662
	Iteration 24Q: 3 clusters Score -1.497386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14973866.000000 Penalty: 3855.753662
	Iteration 25Q: 3 clusters Score -1.497387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14973870.000000 Penalty: 3855.753662
	Iteration 26Q: 3 clusters Score -1.497387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14973869.000000 Penalty: 3855.753662
	Iteration 27Q: 3 clusters Score -1.497387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14973869.000000 Penalty: 3855.753662
	Iteration 28F: 3 clusters Score -1.497387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -769627.312500 Penalty: 1451.011719
	Iteration 0F: 2 clusters Score -769627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -764018.750000 Penalty: 2902.023438
	Iteration 0F: 3 clusters Score -764018.8 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -765764.687500 Penalty: 2902.023438
	Iteration 1F: 3 clusters Score -765764.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -766231.437500 Penalty: 2902.023438
	Iteration 2F: 3 clusters Score -766231.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -766815.937500 Penalty: 2902.023438
	Iteration 3F: 3 clusters Score -766815.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -767282.937500 Penalty: 2902.023438
	Iteration 4F: 3 clusters Score -767282.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -767662.437500 Penalty: 2902.023438
	Iteration 5F: 3 clusters Score -767662.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -767988.562500 Penalty: 2902.023438
	Iteration 6F: 3 clusters Score -767988.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -768232.375000 Penalty: 2902.023438
	Iteration 7Q: 3 clusters Score -768232.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -768414.687500 Penalty: 2902.023438
	Iteration 8Q: 3 clusters Score -768414.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -768530.750000 Penalty: 2902.023438
	Iteration 9Q: 3 clusters Score -768530.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -768594.187500 Penalty: 2902.023438
	Iteration 10Q: 3 clusters Score -768594.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -768623.875000 Penalty: 2902.023438
	Iteration 11Q: 3 clusters Score -768623.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -768644.000000 Penalty: 2902.023438
	Iteration 12Q: 3 clusters Score -768644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -768659.375000 Penalty: 2902.023438
	Iteration 13Q: 3 clusters Score -768659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -768675.812500 Penalty: 2902.023438
	Iteration 14Q: 3 clusters Score -768675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -768684.437500 Penalty: 2902.023438
	Iteration 15Q: 3 clusters Score -768684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -768687.312500 Penalty: 2902.023438
	Iteration 16Q: 3 clusters Score -768687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -768689.187500 Penalty: 2902.023438
	Iteration 17Q: 3 clusters Score -768689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -768692.062500 Penalty: 2902.023438
	Iteration 18Q: 3 clusters Score -768692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -768695.500000 Penalty: 2902.023438
	Iteration 19Q: 3 clusters Score -768695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -768699.437500 Penalty: 2902.023438
	Iteration 20F: 3 clusters Score -768699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -768698.750000 Penalty: 2902.023438
	Iteration 21Q: 3 clusters Score -768698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -768702.750000 Penalty: 2902.023438
	Iteration 22Q: 3 clusters Score -768702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -768703.562500 Penalty: 2902.023438
	Iteration 23Q: 3 clusters Score -768703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -768706.250000 Penalty: 2902.023438
	Iteration 24Q: 3 clusters Score -768706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -768707.500000 Penalty: 2902.023438
	Iteration 25Q: 3 clusters Score -768707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -768706.750000 Penalty: 2902.023438
	Iteration 26Q: 3 clusters Score -768706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -768708.375000 Penalty: 2902.023438
	Iteration 27Q: 3 clusters Score -768708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -768708.375000 Penalty: 2902.023438
	Iteration 28Q: 3 clusters Score -768708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -768709.437500 Penalty: 2902.023438
	Iteration 29Q: 3 clusters Score -768709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -768711.125000 Penalty: 2902.023438
	Iteration 30Q: 3 clusters Score -768711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -768711.125000 Penalty: 2902.023438
	Iteration 31F: 3 clusters Score -768711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Entering Unmasked Estep 
Score: -3372279.000000 Penalty: 1683.189941
	Iteration 0F: 2 clusters Score -3372279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3351038.250000 Penalty: 3366.379883
	Iteration 0F: 3 clusters Score -3351038 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3359179.250000 Penalty: 3366.379883
	Iteration 1F: 3 clusters Score -3359179 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3359901.500000 Penalty: 3366.379883
	Iteration 2F: 3 clusters Score -3359902 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3360779.500000 Penalty: 3366.379883
	Iteration 3F: 3 clusters Score -3360780 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3361909.250000 Penalty: 3366.379883
	Iteration 4F: 3 clusters Score -3361909 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3363363.000000 Penalty: 3366.379883
	Iteration 5F: 3 clusters Score -3363363 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3365004.000000 Penalty: 3366.379883
	Iteration 6F: 3 clusters Score -3365004 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3366732.500000 Penalty: 3366.379883
	Iteration 7F: 3 clusters Score -3366732 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3368317.750000 Penalty: 3366.379883
	Iteration 8F: 3 clusters Score -3368318 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3369422.000000 Penalty: 3366.379883
	Iteration 9Q: 3 clusters Score -3369422 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3370026.000000 Penalty: 3366.379883
	Iteration 10Q: 3 clusters Score -3370026 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3370372.750000 Penalty: 3366.379883
	Iteration 11Q: 3 clusters Score -3370373 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3370544.250000 Penalty: 3366.379883
	Iteration 12Q: 3 clusters Score -3370544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3370643.500000 Penalty: 3366.379883
	Iteration 13Q: 3 clusters Score -3370644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3370691.000000 Penalty: 3366.379883
	Iteration 14Q: 3 clusters Score -3370691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3370727.250000 Penalty: 3366.379883
	Iteration 15Q: 3 clusters Score -3370727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3370761.250000 Penalty: 3366.379883
	Iteration 16Q: 3 clusters Score -3370761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3370785.750000 Penalty: 3366.379883
	Iteration 17Q: 3 clusters Score -3370786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3370799.500000 Penalty: 3366.379883
	Iteration 18Q: 3 clusters Score -3370800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3370808.500000 Penalty: 3366.379883
	Iteration 19Q: 3 clusters Score -3370808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3370809.750000 Penalty: 3366.379883
	Iteration 20F: 3 clusters Score -3370810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3370818.000000 Penalty: 3366.379883
	Iteration 21Q: 3 clusters Score -3370818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3370824.250000 Penalty: 3366.379883
	Iteration 22Q: 3 clusters Score -3370824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3370827.250000 Penalty: 3366.379883
	Iteration 23Q: 3 clusters Score -3370827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3370827.750000 Penalty: 3366.379883
	Iteration 24Q: 3 clusters Score -3370828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3370829.250000 Penalty: 3366.379883
	Iteration 25Q: 3 clusters Score -3370829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3370831.250000 Penalty: 3366.379883
	Iteration 26Q: 3 clusters Score -3370831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3370831.250000 Penalty: 3366.379883
	Iteration 27F: 3 clusters Score -3370831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Entering Unmasked Estep 
Score: -3894073.250000 Penalty: 1706.721436
	Iteration 0F: 2 clusters Score -3894073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3869549.000000 Penalty: 3413.442871
	Iteration 0F: 3 clusters Score -3869549 nChanged 16952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3879332.250000 Penalty: 3413.442871
	Iteration 1F: 3 clusters Score -3879332 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3879899.750000 Penalty: 3413.442871
	Iteration 2Q: 3 clusters Score -3879900 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3880510.500000 Penalty: 3413.442871
	Iteration 3Q: 3 clusters Score -3880510 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3881247.250000 Penalty: 3413.442871
	Iteration 4Q: 3 clusters Score -3881247 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3882208.000000 Penalty: 3413.442871
	Iteration 5Q: 3 clusters Score -3882208 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3883638.500000 Penalty: 3413.442871
	Iteration 6F: 3 clusters Score -3883638 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3885422.750000 Penalty: 3413.442871
	Iteration 7F: 3 clusters Score -3885423 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3887289.500000 Penalty: 3413.442871
	Iteration 8F: 3 clusters Score -3887290 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3888878.000000 Penalty: 3413.442871
	Iteration 9Q: 3 clusters Score -3888878 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3890068.500000 Penalty: 3413.442871
	Iteration 10Q: 3 clusters Score -3890068 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3890954.250000 Penalty: 3413.442871
	Iteration 11Q: 3 clusters Score -3890954 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3891489.250000 Penalty: 3413.442871
	Iteration 12Q: 3 clusters Score -3891489 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -3891808.000000 Penalty: 3413.442871
	Iteration 13Q: 3 clusters Score -3891808 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3892018.750000 Penalty: 3413.442871
	Iteration 14Q: 3 clusters Score -3892019 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -3892171.750000 Penalty: 3413.442871
	Iteration 15Q: 3 clusters Score -3892172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -3892275.750000 Penalty: 3413.442871
	Iteration 16Q: 3 clusters Score -3892276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -3892357.000000 Penalty: 3413.442871
	Iteration 17Q: 3 clusters Score -3892357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -3892420.000000 Penalty: 3413.442871
	Iteration 18Q: 3 clusters Score -3892420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -3892473.750000 Penalty: 3413.442871
	Iteration 19Q: 3 clusters Score -3892474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3892513.750000 Penalty: 3413.442871
	Iteration 20F: 3 clusters Score -3892514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -3892539.750000 Penalty: 3413.442871
	Iteration 21Q: 3 clusters Score -3892540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3892548.500000 Penalty: 3413.442871
	Iteration 22Q: 3 clusters Score -3892548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3892556.750000 Penalty: 3413.442871
	Iteration 23Q: 3 clusters Score -3892557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -3892565.500000 Penalty: 3413.442871
	Iteration 24Q: 3 clusters Score -3892566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -3892574.750000 Penalty: 3413.442871
	Iteration 25Q: 3 clusters Score -3892575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3892579.000000 Penalty: 3413.442871
	Iteration 26Q: 3 clusters Score -3892579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3892588.000000 Penalty: 3413.442871
	Iteration 27Q: 3 clusters Score -3892588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3892590.000000 Penalty: 3413.442871
	Iteration 28Q: 3 clusters Score -3892590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3892593.500000 Penalty: 3413.442871
	Iteration 29Q: 3 clusters Score -3892594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -3892597.750000 Penalty: 3413.442871
	Iteration 30Q: 3 clusters Score -3892598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3892605.000000 Penalty: 3413.442871
	Iteration 31Q: 3 clusters Score -3892605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3892611.750000 Penalty: 3413.442871
	Iteration 32Q: 3 clusters Score -3892612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3892616.750000 Penalty: 3413.442871
	Iteration 33Q: 3 clusters Score -3892617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -3892624.000000 Penalty: 3413.442871
	Iteration 34Q: 3 clusters Score -3892624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3892626.250000 Penalty: 3413.442871
	Iteration 35Q: 3 clusters Score -3892626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3892628.000000 Penalty: 3413.442871
	Iteration 36Q: 3 clusters Score -3892628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -3892623.750000 Penalty: 3413.442871
	Iteration 37Q: 3 clusters Score -3892624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3892627.500000 Penalty: 3413.442871
	Iteration 38Q: 3 clusters Score -3892628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3892627.500000 Penalty: 3413.442871
	Iteration 39F: 3 clusters Score -3892628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Entering Unmasked Estep 
Score: -3720010.750000 Penalty: 1706.341797
	Iteration 0F: 2 clusters Score -3720011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3695543.000000 Penalty: 3412.683594
	Iteration 0F: 3 clusters Score -3695543 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3704915.250000 Penalty: 3412.683594
	Iteration 1F: 3 clusters Score -3704915 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3705451.500000 Penalty: 3412.683594
	Iteration 2Q: 3 clusters Score -3705452 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3706008.250000 Penalty: 3412.683594
	Iteration 3Q: 3 clusters Score -3706008 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3706772.500000 Penalty: 3412.683594
	Iteration 4Q: 3 clusters Score -3706772 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3707868.750000 Penalty: 3412.683594
	Iteration 5F: 3 clusters Score -3707869 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3709398.250000 Penalty: 3412.683594
	Iteration 6F: 3 clusters Score -3709398 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3711287.000000 Penalty: 3412.683594
	Iteration 7F: 3 clusters Score -3711287 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3712937.750000 Penalty: 3412.683594
	Iteration 8F: 3 clusters Score -3712938 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3714187.250000 Penalty: 3412.683594
	Iteration 9F: 3 clusters Score -3714187 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3715113.250000 Penalty: 3412.683594
	Iteration 10Q: 3 clusters Score -3715113 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3715835.250000 Penalty: 3412.683594
	Iteration 11Q: 3 clusters Score -3715835 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3716550.750000 Penalty: 3412.683594
	Iteration 12Q: 3 clusters Score -3716551 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3717197.750000 Penalty: 3412.683594
	Iteration 13Q: 3 clusters Score -3717198 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3717682.750000 Penalty: 3412.683594
	Iteration 14Q: 3 clusters Score -3717683 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3717967.250000 Penalty: 3412.683594
	Iteration 15Q: 3 clusters Score -3717967 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3718166.500000 Penalty: 3412.683594
	Iteration 16Q: 3 clusters Score -3718166 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3718342.250000 Penalty: 3412.683594
	Iteration 17Q: 3 clusters Score -3718342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3718492.250000 Penalty: 3412.683594
	Iteration 18Q: 3 clusters Score -3718492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3718622.250000 Penalty: 3412.683594
	Iteration 19Q: 3 clusters Score -3718622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3718720.000000 Penalty: 3412.683594
	Iteration 20F: 3 clusters Score -3718720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3718807.750000 Penalty: 3412.683594
	Iteration 21Q: 3 clusters Score -3718808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3718871.500000 Penalty: 3412.683594
	Iteration 22Q: 3 clusters Score -3718872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3718931.250000 Penalty: 3412.683594
	Iteration 23Q: 3 clusters Score -3718931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3718960.500000 Penalty: 3412.683594
	Iteration 24Q: 3 clusters Score -3718960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3718989.250000 Penalty: 3412.683594
	Iteration 25Q: 3 clusters Score -3718989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3719005.750000 Penalty: 3412.683594
	Iteration 26Q: 3 clusters Score -3719006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3719022.000000 Penalty: 3412.683594
	Iteration 27Q: 3 clusters Score -3719022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3719037.500000 Penalty: 3412.683594
	Iteration 28Q: 3 clusters Score -3719038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3719052.250000 Penalty: 3412.683594
	Iteration 29Q: 3 clusters Score -3719052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3719061.750000 Penalty: 3412.683594
	Iteration 30Q: 3 clusters Score -3719062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3719067.000000 Penalty: 3412.683594
	Iteration 31Q: 3 clusters Score -3719067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3719071.250000 Penalty: 3412.683594
	Iteration 32Q: 3 clusters Score -3719071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3719079.750000 Penalty: 3412.683594
	Iteration 33Q: 3 clusters Score -3719080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3719080.500000 Penalty: 3412.683594
	Iteration 34Q: 3 clusters Score -3719080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3719080.500000 Penalty: 3412.683594
	Iteration 35F: 3 clusters Score -3719080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -302051.625000 Penalty: 1296.698242
	Iteration 0F: 2 clusters Score -302051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -299401.625000 Penalty: 2593.396484
	Iteration 0F: 3 clusters Score -299401.6 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -300078.312500 Penalty: 2593.396484
	Iteration 1F: 3 clusters Score -300078.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -300262.562500 Penalty: 2593.396484
	Iteration 2F: 3 clusters Score -300262.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300433.031250 Penalty: 2593.396484
	Iteration 3F: 3 clusters Score -300433 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -300621.375000 Penalty: 2593.396484
	Iteration 4F: 3 clusters Score -300621.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -300821.156250 Penalty: 2593.396484
	Iteration 5F: 3 clusters Score -300821.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -300987.250000 Penalty: 2593.396484
	Iteration 6F: 3 clusters Score -300987.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -301124.687500 Penalty: 2593.396484
	Iteration 7Q: 3 clusters Score -301124.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -301252.125000 Penalty: 2593.396484
	Iteration 8Q: 3 clusters Score -301252.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301383.812500 Penalty: 2593.396484
	Iteration 9Q: 3 clusters Score -301383.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -301476.750000 Penalty: 2593.396484
	Iteration 10Q: 3 clusters Score -301476.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301539.687500 Penalty: 2593.396484
	Iteration 11Q: 3 clusters Score -301539.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301577.343750 Penalty: 2593.396484
	Iteration 12Q: 3 clusters Score -301577.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -301609.937500 Penalty: 2593.396484
	Iteration 13Q: 3 clusters Score -301609.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301641.812500 Penalty: 2593.396484
	Iteration 14Q: 3 clusters Score -301641.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -301664.343750 Penalty: 2593.396484
	Iteration 15Q: 3 clusters Score -301664.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -301687.781250 Penalty: 2593.396484
	Iteration 16Q: 3 clusters Score -301687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -301706.468750 Penalty: 2593.396484
	Iteration 17Q: 3 clusters Score -301706.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -301718.250000 Penalty: 2593.396484
	Iteration 18Q: 3 clusters Score -301718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -301733.343750 Penalty: 2593.396484
	Iteration 19Q: 3 clusters Score -301733.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -301744.906250 Penalty: 2593.396484
	Iteration 20F: 3 clusters Score -301744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -301755.031250 Penalty: 2593.396484
	Iteration 21Q: 3 clusters Score -301755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301762.406250 Penalty: 2593.396484
	Iteration 22Q: 3 clusters Score -301762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -301764.437500 Penalty: 2593.396484
	Iteration 23Q: 3 clusters Score -301764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301765.500000 Penalty: 2593.396484
	Iteration 24Q: 3 clusters Score -301765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301765.500000 Penalty: 2593.396484
	Iteration 25F: 3 clusters Score -301765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Entering Unmasked Estep 
Score: -5307543.500000 Penalty: 1756.561035
	Iteration 0F: 2 clusters Score -5307544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -5274399.500000 Penalty: 3513.122070
	Iteration 0F: 3 clusters Score -5274400 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5287660.000000 Penalty: 3513.122070
	Iteration 1F: 3 clusters Score -5287660 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5288214.000000 Penalty: 3513.122070
	Iteration 2Q: 3 clusters Score -5288214 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5289132.000000 Penalty: 3513.122070
	Iteration 3Q: 3 clusters Score -5289132 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5290528.500000 Penalty: 3513.122070
	Iteration 4F: 3 clusters Score -5290528 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5292697.500000 Penalty: 3513.122070
	Iteration 5F: 3 clusters Score -5292698 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -5295761.000000 Penalty: 3513.122070
	Iteration 6F: 3 clusters Score -5295761 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5299071.000000 Penalty: 3513.122070
	Iteration 7F: 3 clusters Score -5299071 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5301871.500000 Penalty: 3513.122070
	Iteration 8F: 3 clusters Score -5301872 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5303781.500000 Penalty: 3513.122070
	Iteration 9Q: 3 clusters Score -5303782 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -5304878.000000 Penalty: 3513.122070
	Iteration 10Q: 3 clusters Score -5304878 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -5305541.500000 Penalty: 3513.122070
	Iteration 11Q: 3 clusters Score -5305542 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5305928.000000 Penalty: 3513.122070
	Iteration 12Q: 3 clusters Score -5305928 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5306170.000000 Penalty: 3513.122070
	Iteration 13Q: 3 clusters Score -5306170 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5306359.000000 Penalty: 3513.122070
	Iteration 14Q: 3 clusters Score -5306359 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -5306489.500000 Penalty: 3513.122070
	Iteration 15Q: 3 clusters Score -5306490 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5306580.000000 Penalty: 3513.122070
	Iteration 16Q: 3 clusters Score -5306580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5306643.500000 Penalty: 3513.122070
	Iteration 17Q: 3 clusters Score -5306644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5306733.500000 Penalty: 3513.122070
	Iteration 18Q: 3 clusters Score -5306734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -5306792.500000 Penalty: 3513.122070
	Iteration 19Q: 3 clusters Score -5306792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5306816.000000 Penalty: 3513.122070
	Iteration 20F: 3 clusters Score -5306816 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5306850.000000 Penalty: 3513.122070
	Iteration 21Q: 3 clusters Score -5306850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5306876.000000 Penalty: 3513.122070
	Iteration 22Q: 3 clusters Score -5306876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -5306897.000000 Penalty: 3513.122070
	Iteration 23Q: 3 clusters Score -5306897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5306901.500000 Penalty: 3513.122070
	Iteration 24Q: 3 clusters Score -5306902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5306910.000000 Penalty: 3513.122070
	Iteration 25Q: 3 clusters Score -5306910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -5306917.500000 Penalty: 3513.122070
	Iteration 26Q: 3 clusters Score -5306918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -5306942.500000 Penalty: 3513.122070
	Iteration 27Q: 3 clusters Score -5306942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -5306958.500000 Penalty: 3513.122070
	Iteration 28Q: 3 clusters Score -5306958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5306977.000000 Penalty: 3513.122070
	Iteration 29Q: 3 clusters Score -5306977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5306993.000000 Penalty: 3513.122070
	Iteration 30Q: 3 clusters Score -5306993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -5307003.000000 Penalty: 3513.122070
	Iteration 31Q: 3 clusters Score -5307003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -5307023.000000 Penalty: 3513.122070
	Iteration 32Q: 3 clusters Score -5307023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -5307020.000000 Penalty: 3513.122070
	Iteration 33Q: 3 clusters Score -5307020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -5307037.000000 Penalty: 3513.122070
	Iteration 34Q: 3 clusters Score -5307037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5307044.500000 Penalty: 3513.122070
	Iteration 35Q: 3 clusters Score -5307044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5307053.000000 Penalty: 3513.122070
	Iteration 36Q: 3 clusters Score -5307053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -5307069.500000 Penalty: 3513.122070
	Iteration 37Q: 3 clusters Score -5307070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5307069.500000 Penalty: 3513.122070
	Iteration 38Q: 3 clusters Score -5307070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -5307055.500000 Penalty: 3513.122070
	Iteration 39Q: 3 clusters Score -5307056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -5307064.000000 Penalty: 3513.122070
	Iteration 40F: 3 clusters Score -5307064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5307067.000000 Penalty: 3513.122070
	Iteration 41Q: 3 clusters Score -5307067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5307058.000000 Penalty: 3513.122070
	Iteration 42Q: 3 clusters Score -5307058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -5307061.000000 Penalty: 3513.122070
	Iteration 43Q: 3 clusters Score -5307061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5307063.500000 Penalty: 3513.122070
	Iteration 44Q: 3 clusters Score -5307064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5307064.000000 Penalty: 3513.122070
	Iteration 45Q: 3 clusters Score -5307064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -5307065.000000 Penalty: 3513.122070
	Iteration 46Q: 3 clusters Score -5307065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -5307062.500000 Penalty: 3513.122070
	Iteration 47Q: 3 clusters Score -5307062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5307061.000000 Penalty: 3513.122070
	Iteration 48Q: 3 clusters Score -5307061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -5307057.000000 Penalty: 3513.122070
	Iteration 49Q: 3 clusters Score -5307057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5307063.000000 Penalty: 3513.122070
	Iteration 50Q: 3 clusters Score -5307063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5307069.000000 Penalty: 3513.122070
	Iteration 51Q: 3 clusters Score -5307069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5307067.000000 Penalty: 3513.122070
	Iteration 52Q: 3 clusters Score -5307067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -5307067.500000 Penalty: 3513.122070
	Iteration 53Q: 3 clusters Score -5307068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5307067.000000 Penalty: 3513.122070
	Iteration 54Q: 3 clusters Score -5307067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5307067.000000 Penalty: 3513.122070
	Iteration 55F: 3 clusters Score -5307067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Entering Unmasked Estep 
Score: -4273316.500000 Penalty: 1721.875977
	Iteration 0F: 2 clusters Score -4273316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4246582.500000 Penalty: 3443.751953
	Iteration 0F: 3 clusters Score -4246582 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4257192.500000 Penalty: 3443.751953
	Iteration 1F: 3 clusters Score -4257192 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4257805.500000 Penalty: 3443.751953
	Iteration 2Q: 3 clusters Score -4257806 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4258734.000000 Penalty: 3443.751953
	Iteration 3Q: 3 clusters Score -4258734 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4260149.500000 Penalty: 3443.751953
	Iteration 4F: 3 clusters Score -4260150 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4262514.000000 Penalty: 3443.751953
	Iteration 5F: 3 clusters Score -4262514 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4265733.500000 Penalty: 3443.751953
	Iteration 6F: 3 clusters Score -4265734 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4268820.500000 Penalty: 3443.751953
	Iteration 7F: 3 clusters Score -4268820 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4270654.000000 Penalty: 3443.751953
	Iteration 8Q: 3 clusters Score -4270654 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4271406.000000 Penalty: 3443.751953
	Iteration 9Q: 3 clusters Score -4271406 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4271643.000000 Penalty: 3443.751953
	Iteration 10Q: 3 clusters Score -4271643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4271724.000000 Penalty: 3443.751953
	Iteration 11Q: 3 clusters Score -4271724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4271767.500000 Penalty: 3443.751953
	Iteration 12Q: 3 clusters Score -4271768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4271781.500000 Penalty: 3443.751953
	Iteration 13Q: 3 clusters Score -4271782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -4271794.500000 Penalty: 3443.751953
	Iteration 14Q: 3 clusters Score -4271794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4271800.000000 Penalty: 3443.751953
	Iteration 15Q: 3 clusters Score -4271800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4271800.000000 Penalty: 3443.751953
	Iteration 16F: 3 clusters Score -4271800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Entering Unmasked Estep 
Score: -2106288.000000 Penalty: 1606.555176
	Iteration 0F: 2 clusters Score -2106288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2092962.125000 Penalty: 3213.110352
	Iteration 0F: 3 clusters Score -2092962 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2097757.250000 Penalty: 3213.110352
	Iteration 1F: 3 clusters Score -2097757 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2098151.250000 Penalty: 3213.110352
	Iteration 2F: 3 clusters Score -2098151 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2098524.750000 Penalty: 3213.110352
	Iteration 3F: 3 clusters Score -2098525 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2098898.250000 Penalty: 3213.110352
	Iteration 4Q: 3 clusters Score -2098898 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2099286.000000 Penalty: 3213.110352
	Iteration 5Q: 3 clusters Score -2099286 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2099781.500000 Penalty: 3213.110352
	Iteration 6Q: 3 clusters Score -2099782 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2100412.750000 Penalty: 3213.110352
	Iteration 7Q: 3 clusters Score -2100413 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2101241.750000 Penalty: 3213.110352
	Iteration 8F: 3 clusters Score -2101242 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2102045.000000 Penalty: 3213.110352
	Iteration 9F: 3 clusters Score -2102045 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2102600.500000 Penalty: 3213.110352
	Iteration 10Q: 3 clusters Score -2102600 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2102915.000000 Penalty: 3213.110352
	Iteration 11Q: 3 clusters Score -2102915 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2103092.750000 Penalty: 3213.110352
	Iteration 12Q: 3 clusters Score -2103093 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2103223.750000 Penalty: 3213.110352
	Iteration 13Q: 3 clusters Score -2103224 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2103324.000000 Penalty: 3213.110352
	Iteration 14Q: 3 clusters Score -2103324 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2103419.250000 Penalty: 3213.110352
	Iteration 15Q: 3 clusters Score -2103419 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2103494.750000 Penalty: 3213.110352
	Iteration 16Q: 3 clusters Score -2103495 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2103570.500000 Penalty: 3213.110352
	Iteration 17Q: 3 clusters Score -2103570 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2103657.000000 Penalty: 3213.110352
	Iteration 18Q: 3 clusters Score -2103657 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2103741.500000 Penalty: 3213.110352
	Iteration 19Q: 3 clusters Score -2103742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2103810.750000 Penalty: 3213.110352
	Iteration 20F: 3 clusters Score -2103811 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2103871.250000 Penalty: 3213.110352
	Iteration 21Q: 3 clusters Score -2103871 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2103936.250000 Penalty: 3213.110352
	Iteration 22Q: 3 clusters Score -2103936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2103999.000000 Penalty: 3213.110352
	Iteration 23Q: 3 clusters Score -2103999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2104063.750000 Penalty: 3213.110352
	Iteration 24Q: 3 clusters Score -2104064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2104130.500000 Penalty: 3213.110352
	Iteration 25Q: 3 clusters Score -2104130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2104198.500000 Penalty: 3213.110352
	Iteration 26Q: 3 clusters Score -2104198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2104254.750000 Penalty: 3213.110352
	Iteration 27Q: 3 clusters Score -2104255 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2104309.250000 Penalty: 3213.110352
	Iteration 28Q: 3 clusters Score -2104309 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2104363.750000 Penalty: 3213.110352
	Iteration 29Q: 3 clusters Score -2104364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2104433.000000 Penalty: 3213.110352
	Iteration 30Q: 3 clusters Score -2104433 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2104495.000000 Penalty: 3213.110352
	Iteration 31Q: 3 clusters Score -2104495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2104545.250000 Penalty: 3213.110352
	Iteration 32Q: 3 clusters Score -2104545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2104588.750000 Penalty: 3213.110352
	Iteration 33Q: 3 clusters Score -2104589 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2104648.250000 Penalty: 3213.110352
	Iteration 34Q: 3 clusters Score -2104648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2104690.500000 Penalty: 3213.110352
	Iteration 35Q: 3 clusters Score -2104690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2104724.000000 Penalty: 3213.110352
	Iteration 36Q: 3 clusters Score -2104724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2104744.750000 Penalty: 3213.110352
	Iteration 37Q: 3 clusters Score -2104745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2104764.500000 Penalty: 3213.110352
	Iteration 38Q: 3 clusters Score -2104764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2104788.750000 Penalty: 3213.110352
	Iteration 39Q: 3 clusters Score -2104789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2104802.500000 Penalty: 3213.110352
	Iteration 40F: 3 clusters Score -2104802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2104811.000000 Penalty: 3213.110352
	Iteration 41Q: 3 clusters Score -2104811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2104817.000000 Penalty: 3213.110352
	Iteration 42Q: 3 clusters Score -2104817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2104826.500000 Penalty: 3213.110352
	Iteration 43Q: 3 clusters Score -2104826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2104837.750000 Penalty: 3213.110352
	Iteration 44Q: 3 clusters Score -2104838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2104849.750000 Penalty: 3213.110352
	Iteration 45Q: 3 clusters Score -2104850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2104862.250000 Penalty: 3213.110352
	Iteration 46Q: 3 clusters Score -2104862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2104878.500000 Penalty: 3213.110352
	Iteration 47Q: 3 clusters Score -2104878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2104892.500000 Penalty: 3213.110352
	Iteration 48Q: 3 clusters Score -2104892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2104905.750000 Penalty: 3213.110352
	Iteration 49Q: 3 clusters Score -2104906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2104915.750000 Penalty: 3213.110352
	Iteration 50Q: 3 clusters Score -2104916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2104917.750000 Penalty: 3213.110352
	Iteration 51Q: 3 clusters Score -2104918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2104922.000000 Penalty: 3213.110352
	Iteration 52Q: 3 clusters Score -2104922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2104926.500000 Penalty: 3213.110352
	Iteration 53Q: 3 clusters Score -2104926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2104930.000000 Penalty: 3213.110352
	Iteration 54Q: 3 clusters Score -2104930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2104935.750000 Penalty: 3213.110352
	Iteration 55Q: 3 clusters Score -2104936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2104937.250000 Penalty: 3213.110352
	Iteration 56Q: 3 clusters Score -2104937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2104943.250000 Penalty: 3213.110352
	Iteration 57Q: 3 clusters Score -2104943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2104941.250000 Penalty: 3213.110352
	Iteration 58Q: 3 clusters Score -2104941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2104945.250000 Penalty: 3213.110352
	Iteration 59Q: 3 clusters Score -2104945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2104948.250000 Penalty: 3213.110352
	Iteration 60F: 3 clusters Score -2104948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2104946.250000 Penalty: 3213.110352
	Iteration 61Q: 3 clusters Score -2104946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2104947.500000 Penalty: 3213.110352
	Iteration 62Q: 3 clusters Score -2104948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2104949.500000 Penalty: 3213.110352
	Iteration 63Q: 3 clusters Score -2104950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2104952.500000 Penalty: 3213.110352
	Iteration 64Q: 3 clusters Score -2104952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2104951.250000 Penalty: 3213.110352
	Iteration 65Q: 3 clusters Score -2104951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2104952.250000 Penalty: 3213.110352
	Iteration 66Q: 3 clusters Score -2104952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2104950.750000 Penalty: 3213.110352
	Iteration 67Q: 3 clusters Score -2104951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2104950.750000 Penalty: 3213.110352
	Iteration 68F: 3 clusters Score -2104951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Entering Unmasked Estep 
Score: -4966594.500000 Penalty: 1747.264771
	Iteration 0F: 2 clusters Score -4966594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4935249.500000 Penalty: 3494.529541
	Iteration 0F: 3 clusters Score -4935250 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4947784.000000 Penalty: 3494.529541
	Iteration 1F: 3 clusters Score -4947784 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4948582.500000 Penalty: 3494.529541
	Iteration 2Q: 3 clusters Score -4948582 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4949544.500000 Penalty: 3494.529541
	Iteration 3Q: 3 clusters Score -4949544 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4950949.500000 Penalty: 3494.529541
	Iteration 4F: 3 clusters Score -4950950 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4952961.000000 Penalty: 3494.529541
	Iteration 5F: 3 clusters Score -4952961 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4955342.000000 Penalty: 3494.529541
	Iteration 6F: 3 clusters Score -4955342 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4957421.000000 Penalty: 3494.529541
	Iteration 7F: 3 clusters Score -4957421 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4958751.000000 Penalty: 3494.529541
	Iteration 8F: 3 clusters Score -4958751 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4959402.000000 Penalty: 3494.529541
	Iteration 9Q: 3 clusters Score -4959402 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4959676.000000 Penalty: 3494.529541
	Iteration 10Q: 3 clusters Score -4959676 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4959860.500000 Penalty: 3494.529541
	Iteration 11Q: 3 clusters Score -4959860 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4960010.500000 Penalty: 3494.529541
	Iteration 12Q: 3 clusters Score -4960010 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4960124.500000 Penalty: 3494.529541
	Iteration 13Q: 3 clusters Score -4960124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4960237.500000 Penalty: 3494.529541
	Iteration 14Q: 3 clusters Score -4960238 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4960337.000000 Penalty: 3494.529541
	Iteration 15Q: 3 clusters Score -4960337 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4960437.000000 Penalty: 3494.529541
	Iteration 16Q: 3 clusters Score -4960437 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4960525.500000 Penalty: 3494.529541
	Iteration 17Q: 3 clusters Score -4960526 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4960609.500000 Penalty: 3494.529541
	Iteration 18Q: 3 clusters Score -4960610 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4960721.500000 Penalty: 3494.529541
	Iteration 19Q: 3 clusters Score -4960722 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4960801.500000 Penalty: 3494.529541
	Iteration 20F: 3 clusters Score -4960802 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4960870.000000 Penalty: 3494.529541
	Iteration 21Q: 3 clusters Score -4960870 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4960942.000000 Penalty: 3494.529541
	Iteration 22Q: 3 clusters Score -4960942 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4961050.500000 Penalty: 3494.529541
	Iteration 23Q: 3 clusters Score -4961050 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4961133.500000 Penalty: 3494.529541
	Iteration 24Q: 3 clusters Score -4961134 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4961220.000000 Penalty: 3494.529541
	Iteration 25Q: 3 clusters Score -4961220 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4961286.500000 Penalty: 3494.529541
	Iteration 26Q: 3 clusters Score -4961286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4961390.000000 Penalty: 3494.529541
	Iteration 27Q: 3 clusters Score -4961390 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4961483.000000 Penalty: 3494.529541
	Iteration 28Q: 3 clusters Score -4961483 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4961536.500000 Penalty: 3494.529541
	Iteration 29Q: 3 clusters Score -4961536 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4961605.000000 Penalty: 3494.529541
	Iteration 30Q: 3 clusters Score -4961605 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4961717.000000 Penalty: 3494.529541
	Iteration 31Q: 3 clusters Score -4961717 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4961808.000000 Penalty: 3494.529541
	Iteration 32Q: 3 clusters Score -4961808 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4961890.000000 Penalty: 3494.529541
	Iteration 33Q: 3 clusters Score -4961890 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4961971.000000 Penalty: 3494.529541
	Iteration 34Q: 3 clusters Score -4961971 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4962096.500000 Penalty: 3494.529541
	Iteration 35Q: 3 clusters Score -4962096 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4962175.000000 Penalty: 3494.529541
	Iteration 36Q: 3 clusters Score -4962175 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4962258.000000 Penalty: 3494.529541
	Iteration 37Q: 3 clusters Score -4962258 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4962362.500000 Penalty: 3494.529541
	Iteration 38Q: 3 clusters Score -4962362 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4962452.000000 Penalty: 3494.529541
	Iteration 39Q: 3 clusters Score -4962452 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4962534.000000 Penalty: 3494.529541
	Iteration 40F: 3 clusters Score -4962534 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4962639.000000 Penalty: 3494.529541
	Iteration 41Q: 3 clusters Score -4962639 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4962719.000000 Penalty: 3494.529541
	Iteration 42Q: 3 clusters Score -4962719 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4962856.500000 Penalty: 3494.529541
	Iteration 43Q: 3 clusters Score -4962856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4963007.500000 Penalty: 3494.529541
	Iteration 44Q: 3 clusters Score -4963008 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4963142.500000 Penalty: 3494.529541
	Iteration 45Q: 3 clusters Score -4963142 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4963272.000000 Penalty: 3494.529541
	Iteration 46Q: 3 clusters Score -4963272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4963409.000000 Penalty: 3494.529541
	Iteration 47Q: 3 clusters Score -4963409 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -4963655.000000 Penalty: 3494.529541
	Iteration 48Q: 3 clusters Score -4963655 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4963885.500000 Penalty: 3494.529541
	Iteration 49Q: 3 clusters Score -4963886 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4964116.500000 Penalty: 3494.529541
	Iteration 50Q: 3 clusters Score -4964116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4964290.500000 Penalty: 3494.529541
	Iteration 51Q: 3 clusters Score -4964290 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4964440.000000 Penalty: 3494.529541
	Iteration 52Q: 3 clusters Score -4964440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4964567.500000 Penalty: 3494.529541
	Iteration 53Q: 3 clusters Score -4964568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4964665.500000 Penalty: 3494.529541
	Iteration 54Q: 3 clusters Score -4964666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4964745.000000 Penalty: 3494.529541
	Iteration 55Q: 3 clusters Score -4964745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4964789.000000 Penalty: 3494.529541
	Iteration 56Q: 3 clusters Score -4964789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4964820.000000 Penalty: 3494.529541
	Iteration 57Q: 3 clusters Score -4964820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4964866.000000 Penalty: 3494.529541
	Iteration 58Q: 3 clusters Score -4964866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4964893.500000 Penalty: 3494.529541
	Iteration 59Q: 3 clusters Score -4964894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4964918.500000 Penalty: 3494.529541
	Iteration 60F: 3 clusters Score -4964918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4964944.000000 Penalty: 3494.529541
	Iteration 61Q: 3 clusters Score -4964944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4964962.000000 Penalty: 3494.529541
	Iteration 62Q: 3 clusters Score -4964962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4964985.000000 Penalty: 3494.529541
	Iteration 63Q: 3 clusters Score -4964985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4964992.500000 Penalty: 3494.529541
	Iteration 64Q: 3 clusters Score -4964992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4965004.500000 Penalty: 3494.529541
	Iteration 65Q: 3 clusters Score -4965004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4965011.500000 Penalty: 3494.529541
	Iteration 66Q: 3 clusters Score -4965012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4965021.500000 Penalty: 3494.529541
	Iteration 67Q: 3 clusters Score -4965022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4965044.000000 Penalty: 3494.529541
	Iteration 68Q: 3 clusters Score -4965044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4965056.000000 Penalty: 3494.529541
	Iteration 69Q: 3 clusters Score -4965056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4965070.500000 Penalty: 3494.529541
	Iteration 70Q: 3 clusters Score -4965070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4965074.500000 Penalty: 3494.529541
	Iteration 71Q: 3 clusters Score -4965074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4965085.500000 Penalty: 3494.529541
	Iteration 72Q: 3 clusters Score -4965086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4965088.500000 Penalty: 3494.529541
	Iteration 73Q: 3 clusters Score -4965088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4965095.000000 Penalty: 3494.529541
	Iteration 74Q: 3 clusters Score -4965095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4965090.000000 Penalty: 3494.529541
	Iteration 75Q: 3 clusters Score -4965090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4965096.500000 Penalty: 3494.529541
	Iteration 76Q: 3 clusters Score -4965096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4965097.500000 Penalty: 3494.529541
	Iteration 77Q: 3 clusters Score -4965098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4965091.000000 Penalty: 3494.529541
	Iteration 78Q: 3 clusters Score -4965091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4965091.500000 Penalty: 3494.529541
	Iteration 79Q: 3 clusters Score -4965092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4965093.500000 Penalty: 3494.529541
	Iteration 80F: 3 clusters Score -4965094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4965089.500000 Penalty: 3494.529541
	Iteration 81Q: 3 clusters Score -4965090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4965083.500000 Penalty: 3494.529541
	Iteration 82Q: 3 clusters Score -4965084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4965083.500000 Penalty: 3494.529541
	Iteration 83F: 3 clusters Score -4965084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Entering Unmasked Estep 
Score: -6182811.500000 Penalty: 1781.664062
	Iteration 0F: 2 clusters Score -6182812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -6144125.500000 Penalty: 3563.328125
	Iteration 0F: 3 clusters Score -6144126 nChanged 27365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -6159480.000000 Penalty: 3563.328125
	Iteration 1F: 3 clusters Score -6159480 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6160133.000000 Penalty: 3563.328125
	Iteration 2Q: 3 clusters Score -6160133 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6161023.000000 Penalty: 3563.328125
	Iteration 3Q: 3 clusters Score -6161023 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -6162316.500000 Penalty: 3563.328125
	Iteration 4Q: 3 clusters Score -6162316 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6164265.000000 Penalty: 3563.328125
	Iteration 5F: 3 clusters Score -6164265 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -6167251.500000 Penalty: 3563.328125
	Iteration 6F: 3 clusters Score -6167252 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -6170825.500000 Penalty: 3563.328125
	Iteration 7F: 3 clusters Score -6170826 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6174244.000000 Penalty: 3563.328125
	Iteration 8F: 3 clusters Score -6174244 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -6176680.000000 Penalty: 3563.328125
	Iteration 9Q: 3 clusters Score -6176680 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6178019.500000 Penalty: 3563.328125
	Iteration 10Q: 3 clusters Score -6178020 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -6178648.500000 Penalty: 3563.328125
	Iteration 11Q: 3 clusters Score -6178648 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -6178987.000000 Penalty: 3563.328125
	Iteration 12Q: 3 clusters Score -6178987 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -6179220.000000 Penalty: 3563.328125
	Iteration 13Q: 3 clusters Score -6179220 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -6179429.000000 Penalty: 3563.328125
	Iteration 14Q: 3 clusters Score -6179429 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6179594.500000 Penalty: 3563.328125
	Iteration 15Q: 3 clusters Score -6179594 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6179727.000000 Penalty: 3563.328125
	Iteration 16Q: 3 clusters Score -6179727 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -6179856.000000 Penalty: 3563.328125
	Iteration 17Q: 3 clusters Score -6179856 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6179971.500000 Penalty: 3563.328125
	Iteration 18Q: 3 clusters Score -6179972 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6180075.000000 Penalty: 3563.328125
	Iteration 19Q: 3 clusters Score -6180075 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6180192.500000 Penalty: 3563.328125
	Iteration 20F: 3 clusters Score -6180192 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6180295.000000 Penalty: 3563.328125
	Iteration 21Q: 3 clusters Score -6180295 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6180382.500000 Penalty: 3563.328125
	Iteration 22Q: 3 clusters Score -6180382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6180519.500000 Penalty: 3563.328125
	Iteration 23Q: 3 clusters Score -6180520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6180617.500000 Penalty: 3563.328125
	Iteration 24Q: 3 clusters Score -6180618 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6180707.500000 Penalty: 3563.328125
	Iteration 25Q: 3 clusters Score -6180708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6180754.000000 Penalty: 3563.328125
	Iteration 26Q: 3 clusters Score -6180754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6180813.500000 Penalty: 3563.328125
	Iteration 27Q: 3 clusters Score -6180814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6180901.000000 Penalty: 3563.328125
	Iteration 28Q: 3 clusters Score -6180901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6180956.500000 Penalty: 3563.328125
	Iteration 29Q: 3 clusters Score -6180956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6181001.500000 Penalty: 3563.328125
	Iteration 30Q: 3 clusters Score -6181002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6181056.000000 Penalty: 3563.328125
	Iteration 31Q: 3 clusters Score -6181056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6181086.500000 Penalty: 3563.328125
	Iteration 32Q: 3 clusters Score -6181086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6181109.000000 Penalty: 3563.328125
	Iteration 33Q: 3 clusters Score -6181109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6181137.500000 Penalty: 3563.328125
	Iteration 34Q: 3 clusters Score -6181138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6181145.500000 Penalty: 3563.328125
	Iteration 35Q: 3 clusters Score -6181146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6181173.500000 Penalty: 3563.328125
	Iteration 36Q: 3 clusters Score -6181174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6181190.500000 Penalty: 3563.328125
	Iteration 37Q: 3 clusters Score -6181190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6181204.000000 Penalty: 3563.328125
	Iteration 38Q: 3 clusters Score -6181204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6181232.000000 Penalty: 3563.328125
	Iteration 39Q: 3 clusters Score -6181232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6181245.000000 Penalty: 3563.328125
	Iteration 40F: 3 clusters Score -6181245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6181259.000000 Penalty: 3563.328125
	Iteration 41Q: 3 clusters Score -6181259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6181261.500000 Penalty: 3563.328125
	Iteration 42Q: 3 clusters Score -6181262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6181270.500000 Penalty: 3563.328125
	Iteration 43Q: 3 clusters Score -6181270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6181281.000000 Penalty: 3563.328125
	Iteration 44Q: 3 clusters Score -6181281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6181293.000000 Penalty: 3563.328125
	Iteration 45Q: 3 clusters Score -6181293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6181275.500000 Penalty: 3563.328125
	Iteration 46Q: 3 clusters Score -6181276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6181281.500000 Penalty: 3563.328125
	Iteration 47Q: 3 clusters Score -6181282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6181279.000000 Penalty: 3563.328125
	Iteration 48Q: 3 clusters Score -6181279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6181284.000000 Penalty: 3563.328125
	Iteration 49Q: 3 clusters Score -6181284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6181286.000000 Penalty: 3563.328125
	Iteration 50Q: 3 clusters Score -6181286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6181287.500000 Penalty: 3563.328125
	Iteration 51Q: 3 clusters Score -6181288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6181292.500000 Penalty: 3563.328125
	Iteration 52Q: 3 clusters Score -6181292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6181298.000000 Penalty: 3563.328125
	Iteration 53Q: 3 clusters Score -6181298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6181301.000000 Penalty: 3563.328125
	Iteration 54Q: 3 clusters Score -6181301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6181304.000000 Penalty: 3563.328125
	Iteration 55Q: 3 clusters Score -6181304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6181304.500000 Penalty: 3563.328125
	Iteration 56Q: 3 clusters Score -6181304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6181307.000000 Penalty: 3563.328125
	Iteration 57Q: 3 clusters Score -6181307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6181307.000000 Penalty: 3563.328125
	Iteration 58F: 3 clusters Score -6181307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -274903.312500 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -274903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272352.406250 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -272352.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -272914.343750 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -272914.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -273016.906250 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -273016.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273073.687500 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -273073.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -273121.125000 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -273121.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -273152.562500 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -273152.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -273176.406250 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -273176.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -273194.750000 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -273194.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -273213.593750 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -273213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273228.937500 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -273228.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -273242.875000 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -273242.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -273257.281250 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -273257.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -273269.812500 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -273269.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273285.218750 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -273285.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -273302.312500 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -273302.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -273314.562500 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -273314.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -273327.562500 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -273327.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -273335.687500 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -273335.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -273345.343750 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -273345.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -273358.187500 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -273358.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -273373.187500 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -273373.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -273386.968750 Penalty: 2560.646729
	Iteration 21Q: 3 clusters Score -273387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -273399.593750 Penalty: 2560.646729
	Iteration 22Q: 3 clusters Score -273399.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -273413.750000 Penalty: 2560.646729
	Iteration 23Q: 3 clusters Score -273413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -273427.906250 Penalty: 2560.646729
	Iteration 24Q: 3 clusters Score -273427.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273443.218750 Penalty: 2560.646729
	Iteration 25Q: 3 clusters Score -273443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273454.687500 Penalty: 2560.646729
	Iteration 26Q: 3 clusters Score -273454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -273467.343750 Penalty: 2560.646729
	Iteration 27Q: 3 clusters Score -273467.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -273475.031250 Penalty: 2560.646729
	Iteration 28Q: 3 clusters Score -273475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -273483.687500 Penalty: 2560.646729
	Iteration 29Q: 3 clusters Score -273483.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -273492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -273496.312500 Penalty: 2560.646729
	Iteration 31Q: 3 clusters Score -273496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -273501.000000 Penalty: 2560.646729
	Iteration 32Q: 3 clusters Score -273501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -273503.968750 Penalty: 2560.646729
	Iteration 33Q: 3 clusters Score -273504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -273505.687500 Penalty: 2560.646729
	Iteration 34Q: 3 clusters Score -273505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -273507.031250 Penalty: 2560.646729
	Iteration 35Q: 3 clusters Score -273507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -273509.062500 Penalty: 2560.646729
	Iteration 36Q: 3 clusters Score -273509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -273509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -273511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -273516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273519.531250 Penalty: 2560.646729
	Iteration 40F: 3 clusters Score -273519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -273523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -273526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -273529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -273531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -273533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -273533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -273534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -273534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
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	Iteration 49F: 3 clusters Score -273534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 162422 members 
Mstep: Class 5 contains 20591 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 142039 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 36421 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 46742 members 
Mstep: Class 19 contains 57762 members 
Mstep: Class 20 contains 2641 members 
Entering Unmasked Estep 
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Iteration 119Q: 21 clusters Score -7.020285e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3495 members 
Mstep: Class 3 contains 13946 members 
Mstep: Class 4 contains 162517 members 
Mstep: Class 5 contains 20584 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 141913 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 31498 members 
Mstep: Class 12 contains 36377 members 
Mstep: Class 13 contains 36380 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 39958 members 
Mstep: Class 17 contains 19738 members 
Mstep: Class 18 contains 46741 members 
Mstep: Class 19 contains 57740 members 
Mstep: Class 20 contains 2642 members 
Entering Unmasked Estep 
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Iteration 120F: 21 clusters Score -7.020302e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 13976 members 
Mstep: Class 4 contains 162633 members 
Mstep: Class 5 contains 20565 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 141797 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 31478 members 
Mstep: Class 12 contains 36344 members 
Mstep: Class 13 contains 36414 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 49504 members 
Mstep: Class 16 contains 39939 members 
Mstep: Class 17 contains 19797 members 
Mstep: Class 18 contains 46733 members 
Mstep: Class 19 contains 57728 members 
Mstep: Class 20 contains 2642 members 
Entering Unmasked Estep 
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Iteration 121Q: 21 clusters Score -7.020305e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 13999 members 
Mstep: Class 4 contains 162727 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 141690 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 31461 members 
Mstep: Class 12 contains 36310 members 
Mstep: Class 13 contains 36450 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 39915 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 18 contains 46724 members 
Mstep: Class 19 contains 57725 members 
Mstep: Class 20 contains 2642 members 
Entering Unmasked Estep 
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Iteration 122Q: 21 clusters Score -7.020307e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 162866 members 
Mstep: Class 5 contains 20552 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 141560 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 31448 members 
Mstep: Class 12 contains 36256 members 
Mstep: Class 13 contains 36480 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 49508 members 
Mstep: Class 16 contains 39891 members 
Mstep: Class 17 contains 19913 members 
Mstep: Class 18 contains 46719 members 
Mstep: Class 19 contains 57711 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 123Q: 21 clusters Score -7.02031e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 162987 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2132 members 
Mstep: Class 9 contains 141433 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 31432 members 
Mstep: Class 12 contains 36219 members 
Mstep: Class 13 contains 36513 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 49510 members 
Mstep: Class 16 contains 39871 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 46712 members 
Mstep: Class 19 contains 57703 members 
Mstep: Class 20 contains 2643 members 
Entering Unmasked Estep 
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Iteration 124Q: 21 clusters Score -7.02031e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3517 members 
Mstep: Class 3 contains 14069 members 
Mstep: Class 4 contains 163127 members 
Mstep: Class 5 contains 20536 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 141279 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 31412 members 
Mstep: Class 12 contains 36191 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 39853 members 
Mstep: Class 17 contains 20014 members 
Mstep: Class 18 contains 46705 members 
Mstep: Class 19 contains 57699 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 125Q: 21 clusters Score -7.020309e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3519 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 163259 members 
Mstep: Class 5 contains 20528 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 141148 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31388 members 
Mstep: Class 12 contains 36160 members 
Mstep: Class 13 contains 36581 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 49518 members 
Mstep: Class 16 contains 39838 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 46700 members 
Mstep: Class 19 contains 57699 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 126Q: 21 clusters Score -7.020323e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3524 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 163362 members 
Mstep: Class 5 contains 20513 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 141024 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 31362 members 
Mstep: Class 12 contains 36131 members 
Mstep: Class 13 contains 36613 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 39832 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 46697 members 
Mstep: Class 19 contains 57705 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -7.020331e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 14146 members 
Mstep: Class 4 contains 163470 members 
Mstep: Class 5 contains 20504 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 140869 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 31343 members 
Mstep: Class 12 contains 36102 members 
Mstep: Class 13 contains 36645 members 
Mstep: Class 14 contains 2929 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 39825 members 
Mstep: Class 17 contains 20139 members 
Mstep: Class 18 contains 46693 members 
Mstep: Class 19 contains 57722 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -7.020334e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3534 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 163575 members 
Mstep: Class 5 contains 20493 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 140711 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 31328 members 
Mstep: Class 12 contains 36072 members 
Mstep: Class 13 contains 36677 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 39822 members 
Mstep: Class 17 contains 20177 members 
Mstep: Class 18 contains 46693 members 
Mstep: Class 19 contains 57728 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -7.020332e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 163651 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 140546 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 31303 members 
Mstep: Class 12 contains 36049 members 
Mstep: Class 13 contains 36714 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 39822 members 
Mstep: Class 17 contains 20227 members 
Mstep: Class 18 contains 46698 members 
Mstep: Class 19 contains 57763 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -7.020331e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 163708 members 
Mstep: Class 5 contains 20466 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 140413 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 31283 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 36750 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49523 members 
Mstep: Class 16 contains 39822 members 
Mstep: Class 17 contains 20270 members 
Mstep: Class 18 contains 46700 members 
Mstep: Class 19 contains 57793 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -7.020332e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 163797 members 
Mstep: Class 5 contains 20454 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 140266 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 31259 members 
Mstep: Class 12 contains 36009 members 
Mstep: Class 13 contains 36785 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49521 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 17 contains 20316 members 
Mstep: Class 18 contains 46702 members 
Mstep: Class 19 contains 57819 members 
Mstep: Class 20 contains 2645 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -7.020326e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3551 members 
Mstep: Class 3 contains 14291 members 
Mstep: Class 4 contains 163844 members 
Mstep: Class 5 contains 20448 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 140154 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 31228 members 
Mstep: Class 12 contains 35998 members 
Mstep: Class 13 contains 36809 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49521 members 
Mstep: Class 16 contains 39795 members 
Mstep: Class 17 contains 20369 members 
Mstep: Class 18 contains 46701 members 
Mstep: Class 19 contains 57848 members 
Mstep: Class 20 contains 2646 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -7.020332e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 163875 members 
Mstep: Class 5 contains 20440 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 140058 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 31209 members 
Mstep: Class 12 contains 35979 members 
Mstep: Class 13 contains 36834 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 17 contains 20421 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 57861 members 
Mstep: Class 20 contains 2647 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -7.020335e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 163872 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 2002 members 
Mstep: Class 9 contains 139977 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 35965 members 
Mstep: Class 13 contains 36867 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 49517 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 57864 members 
Mstep: Class 20 contains 2647 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -7.020319e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 14407 members 
Mstep: Class 4 contains 163891 members 
Mstep: Class 5 contains 20434 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 139872 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 31158 members 
Mstep: Class 12 contains 35951 members 
Mstep: Class 13 contains 36893 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49517 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 17 contains 20539 members 
Mstep: Class 18 contains 46704 members 
Mstep: Class 19 contains 57870 members 
Mstep: Class 20 contains 2647 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -7.020322e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 14453 members 
Mstep: Class 4 contains 163885 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 139774 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 31138 members 
Mstep: Class 12 contains 35937 members 
Mstep: Class 13 contains 36925 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49516 members 
Mstep: Class 16 contains 39784 members 
Mstep: Class 17 contains 20591 members 
Mstep: Class 18 contains 46705 members 
Mstep: Class 19 contains 57893 members 
Mstep: Class 20 contains 2647 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -7.020333e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 4 contains 163895 members 
Mstep: Class 5 contains 20429 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 139662 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 31117 members 
Mstep: Class 12 contains 35921 members 
Mstep: Class 13 contains 36955 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49516 members 
Mstep: Class 16 contains 39788 members 
Mstep: Class 17 contains 20631 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 57913 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -7.020346e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 4 contains 163886 members 
Mstep: Class 5 contains 20429 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 139584 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31089 members 
Mstep: Class 12 contains 35906 members 
Mstep: Class 13 contains 36978 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49515 members 
Mstep: Class 16 contains 39783 members 
Mstep: Class 17 contains 20677 members 
Mstep: Class 18 contains 46701 members 
Mstep: Class 19 contains 57940 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -7.02035e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 14576 members 
Mstep: Class 4 contains 163867 members 
Mstep: Class 5 contains 20419 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 139539 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31062 members 
Mstep: Class 12 contains 35895 members 
Mstep: Class 13 contains 37006 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 39772 members 
Mstep: Class 17 contains 20716 members 
Mstep: Class 18 contains 46706 members 
Mstep: Class 19 contains 57963 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203464.000000 Penalty: 43641.613281
Iteration 140F: 21 clusters Score -7.020346e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 163863 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 139457 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 31022 members 
Mstep: Class 12 contains 35886 members 
Mstep: Class 13 contains 37042 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49511 members 
Mstep: Class 16 contains 39759 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 57991 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203392.000000 Penalty: 43641.613281
Iteration 141Q: 21 clusters Score -7.020339e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 163873 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 139374 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30986 members 
Mstep: Class 12 contains 35876 members 
Mstep: Class 13 contains 37068 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49513 members 
Mstep: Class 16 contains 39756 members 
Mstep: Class 17 contains 20819 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 58006 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203312.000000 Penalty: 43641.613281
Iteration 142Q: 21 clusters Score -7.020331e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3587 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 163857 members 
Mstep: Class 5 contains 20417 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 139316 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30960 members 
Mstep: Class 12 contains 35864 members 
Mstep: Class 13 contains 37098 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49510 members 
Mstep: Class 16 contains 39744 members 
Mstep: Class 17 contains 20864 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 58022 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203368.000000 Penalty: 43641.613281
Iteration 143Q: 21 clusters Score -7.020337e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 163834 members 
Mstep: Class 5 contains 20415 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 139280 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30937 members 
Mstep: Class 12 contains 35848 members 
Mstep: Class 13 contains 37123 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49508 members 
Mstep: Class 16 contains 39725 members 
Mstep: Class 17 contains 20919 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 58037 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203424.000000 Penalty: 43641.613281
Iteration 144Q: 21 clusters Score -7.020342e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 163830 members 
Mstep: Class 5 contains 20411 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 139241 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30925 members 
Mstep: Class 12 contains 35840 members 
Mstep: Class 13 contains 37150 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49507 members 
Mstep: Class 16 contains 39709 members 
Mstep: Class 17 contains 20945 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 58054 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203408.000000 Penalty: 43641.613281
Iteration 145Q: 21 clusters Score -7.020341e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 14731 members 
Mstep: Class 4 contains 163837 members 
Mstep: Class 5 contains 20409 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 9 contains 139163 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30913 members 
Mstep: Class 12 contains 35835 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49504 members 
Mstep: Class 16 contains 39706 members 
Mstep: Class 17 contains 20978 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 58066 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203560.000000 Penalty: 43641.613281
Iteration 146Q: 21 clusters Score -7.020356e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 163852 members 
Mstep: Class 5 contains 20406 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 139079 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30898 members 
Mstep: Class 12 contains 35831 members 
Mstep: Class 13 contains 37203 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 39705 members 
Mstep: Class 17 contains 21005 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 58078 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203640.000000 Penalty: 43641.613281
Iteration 147Q: 21 clusters Score -7.020364e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 14768 members 
Mstep: Class 4 contains 163901 members 
Mstep: Class 5 contains 20400 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1925 members 
Mstep: Class 9 contains 138964 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30884 members 
Mstep: Class 12 contains 35832 members 
Mstep: Class 13 contains 37229 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 39697 members 
Mstep: Class 17 contains 21031 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 58108 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203784.000000 Penalty: 43641.613281
Iteration 148Q: 21 clusters Score -7.020378e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 4 contains 163967 members 
Mstep: Class 5 contains 20396 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 138866 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30860 members 
Mstep: Class 12 contains 35830 members 
Mstep: Class 13 contains 37250 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49501 members 
Mstep: Class 16 contains 39675 members 
Mstep: Class 17 contains 21058 members 
Mstep: Class 18 contains 46702 members 
Mstep: Class 19 contains 58130 members 
Mstep: Class 20 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203872.000000 Penalty: 43641.613281
Iteration 149Q: 21 clusters Score -7.020387e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 14787 members 
Mstep: Class 4 contains 164022 members 
Mstep: Class 5 contains 20386 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1911 members 
Mstep: Class 9 contains 138747 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 30842 members 
Mstep: Class 12 contains 35824 members 
Mstep: Class 13 contains 37284 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 39658 members 
Mstep: Class 17 contains 21081 members 
Mstep: Class 18 contains 46704 members 
Mstep: Class 19 contains 58170 members 
Mstep: Class 20 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203864.000000 Penalty: 43641.613281
Iteration 150Q: 21 clusters Score -7.020386e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 164075 members 
Mstep: Class 5 contains 20373 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 138629 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30822 members 
Mstep: Class 12 contains 35812 members 
Mstep: Class 13 contains 37320 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49500 members 
Mstep: Class 16 contains 39649 members 
Mstep: Class 17 contains 21110 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 58205 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204056.000000 Penalty: 43641.613281
Iteration 151Q: 21 clusters Score -7.020406e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 14809 members 
Mstep: Class 4 contains 164093 members 
Mstep: Class 5 contains 20369 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 138518 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30811 members 
Mstep: Class 12 contains 35806 members 
Mstep: Class 13 contains 37361 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49497 members 
Mstep: Class 16 contains 39640 members 
Mstep: Class 17 contains 21152 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 58238 members 
Mstep: Class 20 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 43641.613281
Iteration 152Q: 21 clusters Score -7.020398e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 14821 members 
Mstep: Class 4 contains 164085 members 
Mstep: Class 5 contains 20365 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 138423 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30809 members 
Mstep: Class 12 contains 35799 members 
Mstep: Class 13 contains 37398 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 49493 members 
Mstep: Class 16 contains 39632 members 
Mstep: Class 17 contains 21193 members 
Mstep: Class 18 contains 46708 members 
Mstep: Class 19 contains 58270 members 
Mstep: Class 20 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204048.000000 Penalty: 43641.613281
Iteration 153Q: 21 clusters Score -7.020405e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 14836 members 
Mstep: Class 4 contains 164037 members 
Mstep: Class 5 contains 20357 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 138368 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 30795 members 
Mstep: Class 12 contains 35792 members 
Mstep: Class 13 contains 37427 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 39628 members 
Mstep: Class 17 contains 21238 members 
Mstep: Class 18 contains 46714 members 
Mstep: Class 19 contains 58300 members 
Mstep: Class 20 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204056.000000 Penalty: 43641.613281
Iteration 154Q: 21 clusters Score -7.020406e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 163994 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 138281 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30789 members 
Mstep: Class 12 contains 35789 members 
Mstep: Class 13 contains 37464 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 39626 members 
Mstep: Class 17 contains 21289 members 
Mstep: Class 18 contains 46712 members 
Mstep: Class 19 contains 58329 members 
Mstep: Class 20 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204176.000000 Penalty: 43641.613281
Iteration 155Q: 21 clusters Score -7.020418e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 163973 members 
Mstep: Class 5 contains 20336 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 138212 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30780 members 
Mstep: Class 12 contains 35779 members 
Mstep: Class 13 contains 37506 members 
Mstep: Class 14 contains 2939 members 
Mstep: Class 15 contains 49488 members 
Mstep: Class 16 contains 39618 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 46704 members 
Mstep: Class 19 contains 58352 members 
Mstep: Class 20 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204272.000000 Penalty: 43641.613281
Iteration 156Q: 21 clusters Score -7.020427e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 163999 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 138110 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 30773 members 
Mstep: Class 12 contains 35765 members 
Mstep: Class 13 contains 37537 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 49480 members 
Mstep: Class 16 contains 39617 members 
Mstep: Class 17 contains 21357 members 
Mstep: Class 18 contains 46699 members 
Mstep: Class 19 contains 58385 members 
Mstep: Class 20 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204224.000000 Penalty: 43641.613281
Iteration 157Q: 21 clusters Score -7.020422e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 163999 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 138032 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 30763 members 
Mstep: Class 12 contains 35754 members 
Mstep: Class 13 contains 37562 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 39620 members 
Mstep: Class 17 contains 21398 members 
Mstep: Class 18 contains 46691 members 
Mstep: Class 19 contains 58418 members 
Mstep: Class 20 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204376.000000 Penalty: 43641.613281
Iteration 158Q: 21 clusters Score -7.020438e+07 nChanged 503
Entering ConstructFrom: 
Score: -70204376.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -222199.140625 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -222199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219935.296875 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -219935.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -220529.656250 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -220529.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -220673.375000 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -220673.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -220755.421875 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -220755.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -220825.156250 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -220825.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220896.125000 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -220896.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -220979.609375 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -220979.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -221057.531250 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -221057.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -221116.953125 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -221117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -221189.328125 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -221189.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -221251.125000 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -221251.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -221312.859375 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -221312.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -221359.140625 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -221359.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -221393.921875 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -221393.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -221430.062500 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -221430.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -221475.000000 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -221475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -221518.718750 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -221518.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -221568.312500 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -221568.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -221615.546875 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -221615.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -221658.609375 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -221658.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -221747.640625 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -221747.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -221818.531250 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -221818.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -221869.265625 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -221869.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -221895.390625 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -221895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -221915.078125 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -221915.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -221939.609375 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -221939.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -221967.296875 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -221967.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -221999.218750 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -221999.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -222025.765625 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -222025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -222044.125000 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -222044.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -222054.250000 Penalty: 2520.345947
	Iteration 30Q: 3 clusters Score -222054.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -222064.468750 Penalty: 2520.345947
	Iteration 31Q: 3 clusters Score -222064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -222073.734375 Penalty: 2520.345947
	Iteration 32Q: 3 clusters Score -222073.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -222081.046875 Penalty: 2520.345947
	Iteration 33Q: 3 clusters Score -222081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -222084.687500 Penalty: 2520.345947
	Iteration 34Q: 3 clusters Score -222084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -222087.937500 Penalty: 2520.345947
	Iteration 35Q: 3 clusters Score -222087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -222095.171875 Penalty: 2520.345947
	Iteration 36Q: 3 clusters Score -222095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -222105.437500 Penalty: 2520.345947
	Iteration 37Q: 3 clusters Score -222105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -222109.296875 Penalty: 2520.345947
	Iteration 38Q: 3 clusters Score -222109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -222112.093750 Penalty: 2520.345947
	Iteration 39Q: 3 clusters Score -222112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -222112.625000 Penalty: 2520.345947
	Iteration 40F: 3 clusters Score -222112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -222113.156250 Penalty: 2520.345947
	Iteration 41Q: 3 clusters Score -222113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -222113.343750 Penalty: 2520.345947
	Iteration 42Q: 3 clusters Score -222113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -222113.343750 Penalty: 2520.345947
	Iteration 43F: 3 clusters Score -222113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -371603.843750 Penalty: 1337.944336
	Iteration 0F: 2 clusters Score -371603.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -368466.062500 Penalty: 2675.888672
	Iteration 0F: 3 clusters Score -368466.1 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -369430.937500 Penalty: 2675.888672
	Iteration 1F: 3 clusters Score -369430.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -369812.250000 Penalty: 2675.888672
	Iteration 2F: 3 clusters Score -369812.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370186.750000 Penalty: 2675.888672
	Iteration 3F: 3 clusters Score -370186.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -370538.687500 Penalty: 2675.888672
	Iteration 4F: 3 clusters Score -370538.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -370795.593750 Penalty: 2675.888672
	Iteration 5F: 3 clusters Score -370795.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -371002.843750 Penalty: 2675.888672
	Iteration 6F: 3 clusters Score -371002.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -371132.250000 Penalty: 2675.888672
	Iteration 7Q: 3 clusters Score -371132.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -371188.937500 Penalty: 2675.888672
	Iteration 8Q: 3 clusters Score -371188.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -371220.468750 Penalty: 2675.888672
	Iteration 9Q: 3 clusters Score -371220.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -371246.062500 Penalty: 2675.888672
	Iteration 10Q: 3 clusters Score -371246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -371256.843750 Penalty: 2675.888672
	Iteration 11Q: 3 clusters Score -371256.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -371265.281250 Penalty: 2675.888672
	Iteration 12Q: 3 clusters Score -371265.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -371271.531250 Penalty: 2675.888672
	Iteration 13Q: 3 clusters Score -371271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -371276.375000 Penalty: 2675.888672
	Iteration 14Q: 3 clusters Score -371276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -371283.156250 Penalty: 2675.888672
	Iteration 15Q: 3 clusters Score -371283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -371286.812500 Penalty: 2675.888672
	Iteration 16Q: 3 clusters Score -371286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -371287.750000 Penalty: 2675.888672
	Iteration 17Q: 3 clusters Score -371287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -371288.250000 Penalty: 2675.888672
	Iteration 18Q: 3 clusters Score -371288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -371288.250000 Penalty: 2675.888672
	Iteration 19F: 3 clusters Score -371288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -1601622.625000 Penalty: 1561.906250
	Iteration 0F: 2 clusters Score -1601623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1591288.750000 Penalty: 3123.812500
	Iteration 0F: 3 clusters Score -1591289 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1594896.500000 Penalty: 3123.812500
	Iteration 1F: 3 clusters Score -1594896 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1595265.375000 Penalty: 3123.812500
	Iteration 2F: 3 clusters Score -1595265 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1595552.125000 Penalty: 3123.812500
	Iteration 3F: 3 clusters Score -1595552 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1595789.625000 Penalty: 3123.812500
	Iteration 4Q: 3 clusters Score -1595790 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1596001.375000 Penalty: 3123.812500
	Iteration 5Q: 3 clusters Score -1596001 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1596169.875000 Penalty: 3123.812500
	Iteration 6Q: 3 clusters Score -1596170 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1596334.250000 Penalty: 3123.812500
	Iteration 7Q: 3 clusters Score -1596334 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1596486.750000 Penalty: 3123.812500
	Iteration 8Q: 3 clusters Score -1596487 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1596648.500000 Penalty: 3123.812500
	Iteration 9Q: 3 clusters Score -1596648 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1596839.625000 Penalty: 3123.812500
	Iteration 10Q: 3 clusters Score -1596840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1597053.875000 Penalty: 3123.812500
	Iteration 11Q: 3 clusters Score -1597054 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1597332.250000 Penalty: 3123.812500
	Iteration 12Q: 3 clusters Score -1597332 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1597687.250000 Penalty: 3123.812500
	Iteration 13Q: 3 clusters Score -1597687 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1597993.125000 Penalty: 3123.812500
	Iteration 14Q: 3 clusters Score -1597993 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1598184.375000 Penalty: 3123.812500
	Iteration 15Q: 3 clusters Score -1598184 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1598319.875000 Penalty: 3123.812500
	Iteration 16Q: 3 clusters Score -1598320 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1598409.375000 Penalty: 3123.812500
	Iteration 17Q: 3 clusters Score -1598409 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1598496.750000 Penalty: 3123.812500
	Iteration 18Q: 3 clusters Score -1598497 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1598572.750000 Penalty: 3123.812500
	Iteration 19Q: 3 clusters Score -1598573 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1598652.750000 Penalty: 3123.812500
	Iteration 20F: 3 clusters Score -1598653 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1598730.750000 Penalty: 3123.812500
	Iteration 21Q: 3 clusters Score -1598731 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1598824.250000 Penalty: 3123.812500
	Iteration 22Q: 3 clusters Score -1598824 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1598941.125000 Penalty: 3123.812500
	Iteration 23Q: 3 clusters Score -1598941 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1599063.750000 Penalty: 3123.812500
	Iteration 24Q: 3 clusters Score -1599064 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1599197.500000 Penalty: 3123.812500
	Iteration 25Q: 3 clusters Score -1599198 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1599332.500000 Penalty: 3123.812500
	Iteration 26Q: 3 clusters Score -1599332 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1599473.500000 Penalty: 3123.812500
	Iteration 27Q: 3 clusters Score -1599474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1599597.625000 Penalty: 3123.812500
	Iteration 28Q: 3 clusters Score -1599598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1599707.500000 Penalty: 3123.812500
	Iteration 29Q: 3 clusters Score -1599708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1599791.125000 Penalty: 3123.812500
	Iteration 30Q: 3 clusters Score -1599791 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1599877.000000 Penalty: 3123.812500
	Iteration 31Q: 3 clusters Score -1599877 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1599953.875000 Penalty: 3123.812500
	Iteration 32Q: 3 clusters Score -1599954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1600007.875000 Penalty: 3123.812500
	Iteration 33Q: 3 clusters Score -1600008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1600046.375000 Penalty: 3123.812500
	Iteration 34Q: 3 clusters Score -1600046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1600081.000000 Penalty: 3123.812500
	Iteration 35Q: 3 clusters Score -1600081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1600108.500000 Penalty: 3123.812500
	Iteration 36Q: 3 clusters Score -1600108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1600138.875000 Penalty: 3123.812500
	Iteration 37Q: 3 clusters Score -1600139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1600171.500000 Penalty: 3123.812500
	Iteration 38Q: 3 clusters Score -1600172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1600206.125000 Penalty: 3123.812500
	Iteration 39Q: 3 clusters Score -1600206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1600227.250000 Penalty: 3123.812500
	Iteration 40F: 3 clusters Score -1600227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1600250.250000 Penalty: 3123.812500
	Iteration 41Q: 3 clusters Score -1600250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1600265.875000 Penalty: 3123.812500
	Iteration 42Q: 3 clusters Score -1600266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1600276.500000 Penalty: 3123.812500
	Iteration 43Q: 3 clusters Score -1600276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1600286.125000 Penalty: 3123.812500
	Iteration 44Q: 3 clusters Score -1600286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1600293.875000 Penalty: 3123.812500
	Iteration 45Q: 3 clusters Score -1600294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1600299.375000 Penalty: 3123.812500
	Iteration 46Q: 3 clusters Score -1600299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1600308.125000 Penalty: 3123.812500
	Iteration 47Q: 3 clusters Score -1600308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1600318.250000 Penalty: 3123.812500
	Iteration 48Q: 3 clusters Score -1600318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1600330.250000 Penalty: 3123.812500
	Iteration 49Q: 3 clusters Score -1600330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1600343.375000 Penalty: 3123.812500
	Iteration 50Q: 3 clusters Score -1600343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1600349.625000 Penalty: 3123.812500
	Iteration 51Q: 3 clusters Score -1600350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1600360.125000 Penalty: 3123.812500
	Iteration 52Q: 3 clusters Score -1600360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1600367.000000 Penalty: 3123.812500
	Iteration 53Q: 3 clusters Score -1600367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1600373.375000 Penalty: 3123.812500
	Iteration 54Q: 3 clusters Score -1600373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1600379.250000 Penalty: 3123.812500
	Iteration 55Q: 3 clusters Score -1600379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1600382.875000 Penalty: 3123.812500
	Iteration 56Q: 3 clusters Score -1600383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1600388.250000 Penalty: 3123.812500
	Iteration 57Q: 3 clusters Score -1600388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1600392.875000 Penalty: 3123.812500
	Iteration 58Q: 3 clusters Score -1600393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1600398.250000 Penalty: 3123.812500
	Iteration 59Q: 3 clusters Score -1600398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1600402.000000 Penalty: 3123.812500
	Iteration 60F: 3 clusters Score -1600402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1600408.375000 Penalty: 3123.812500
	Iteration 61Q: 3 clusters Score -1600408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1600411.000000 Penalty: 3123.812500
	Iteration 62Q: 3 clusters Score -1600411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1600413.625000 Penalty: 3123.812500
	Iteration 63Q: 3 clusters Score -1600414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1600422.000000 Penalty: 3123.812500
	Iteration 64Q: 3 clusters Score -1600422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1600421.000000 Penalty: 3123.812500
	Iteration 65Q: 3 clusters Score -1600421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1600423.125000 Penalty: 3123.812500
	Iteration 66Q: 3 clusters Score -1600423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1600427.000000 Penalty: 3123.812500
	Iteration 67Q: 3 clusters Score -1600427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1600428.375000 Penalty: 3123.812500
	Iteration 68Q: 3 clusters Score -1600428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1600429.500000 Penalty: 3123.812500
	Iteration 69Q: 3 clusters Score -1600430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1600428.500000 Penalty: 3123.812500
	Iteration 70Q: 3 clusters Score -1600428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1600428.500000 Penalty: 3123.812500
	Iteration 71F: 3 clusters Score -1600428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Entering Unmasked Estep 
Score: -17264780.000000 Penalty: 1951.281128
	Iteration 0F: 2 clusters Score -1.726478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -17155552.000000 Penalty: 3902.562256
	Iteration 0F: 3 clusters Score -1.715555e+07 nChanged 79318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -17202552.000000 Penalty: 3902.562256
	Iteration 1F: 3 clusters Score -1.720255e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -17203992.000000 Penalty: 3902.562256
	Iteration 2Q: 3 clusters Score -1.720399e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -17206306.000000 Penalty: 3902.562256
	Iteration 3Q: 3 clusters Score -1.720631e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -17210326.000000 Penalty: 3902.562256
	Iteration 4F: 3 clusters Score -1.721033e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -17217268.000000 Penalty: 3902.562256
	Iteration 5F: 3 clusters Score -1.721727e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -17228290.000000 Penalty: 3902.562256
	Iteration 6F: 3 clusters Score -1.722829e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -17240740.000000 Penalty: 3902.562256
	Iteration 7F: 3 clusters Score -1.724074e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -17248828.000000 Penalty: 3902.562256
	Iteration 8F: 3 clusters Score -1.724883e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 120359 members 
Entering Unmasked Estep 
Score: -17251780.000000 Penalty: 3902.562256
	Iteration 9Q: 3 clusters Score -1.725178e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -17252982.000000 Penalty: 3902.562256
	Iteration 10Q: 3 clusters Score -1.725298e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -17253820.000000 Penalty: 3902.562256
	Iteration 11Q: 3 clusters Score -1.725382e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -17254528.000000 Penalty: 3902.562256
	Iteration 12Q: 3 clusters Score -1.725453e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -17255060.000000 Penalty: 3902.562256
	Iteration 13Q: 3 clusters Score -1.725506e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -17255554.000000 Penalty: 3902.562256
	Iteration 14Q: 3 clusters Score -1.725555e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -17255908.000000 Penalty: 3902.562256
	Iteration 15Q: 3 clusters Score -1.725591e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -17256282.000000 Penalty: 3902.562256
	Iteration 16Q: 3 clusters Score -1.725628e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -17256570.000000 Penalty: 3902.562256
	Iteration 17Q: 3 clusters Score -1.725657e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -17256818.000000 Penalty: 3902.562256
	Iteration 18Q: 3 clusters Score -1.725682e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 132684 members 
Entering Unmasked Estep 
Score: -17257088.000000 Penalty: 3902.562256
	Iteration 19Q: 3 clusters Score -1.725709e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -17257200.000000 Penalty: 3902.562256
	Iteration 20F: 3 clusters Score -1.72572e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -17257554.000000 Penalty: 3902.562256
	Iteration 21Q: 3 clusters Score -1.725755e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 135820 members 
Entering Unmasked Estep 
Score: -17257780.000000 Penalty: 3902.562256
	Iteration 22Q: 3 clusters Score -1.725778e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 136909 members 
Entering Unmasked Estep 
Score: -17258126.000000 Penalty: 3902.562256
	Iteration 23Q: 3 clusters Score -1.725813e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -17258432.000000 Penalty: 3902.562256
	Iteration 24Q: 3 clusters Score -1.725843e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -17258700.000000 Penalty: 3902.562256
	Iteration 25Q: 3 clusters Score -1.72587e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -17258982.000000 Penalty: 3902.562256
	Iteration 26Q: 3 clusters Score -1.725898e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 141109 members 
Entering Unmasked Estep 
Score: -17259242.000000 Penalty: 3902.562256
	Iteration 27Q: 3 clusters Score -1.725924e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -17259500.000000 Penalty: 3902.562256
	Iteration 28Q: 3 clusters Score -1.72595e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -17259662.000000 Penalty: 3902.562256
	Iteration 29Q: 3 clusters Score -1.725966e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -17259832.000000 Penalty: 3902.562256
	Iteration 30Q: 3 clusters Score -1.725983e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -17260054.000000 Penalty: 3902.562256
	Iteration 31Q: 3 clusters Score -1.726005e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 145438 members 
Entering Unmasked Estep 
Score: -17260210.000000 Penalty: 3902.562256
	Iteration 32Q: 3 clusters Score -1.726021e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -17260400.000000 Penalty: 3902.562256
	Iteration 33Q: 3 clusters Score -1.72604e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 147017 members 
Entering Unmasked Estep 
Score: -17260570.000000 Penalty: 3902.562256
	Iteration 34Q: 3 clusters Score -1.726057e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -17260670.000000 Penalty: 3902.562256
	Iteration 35Q: 3 clusters Score -1.726067e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -17260808.000000 Penalty: 3902.562256
	Iteration 36Q: 3 clusters Score -1.726081e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 149159 members 
Entering Unmasked Estep 
Score: -17260870.000000 Penalty: 3902.562256
	Iteration 37Q: 3 clusters Score -1.726087e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -17261048.000000 Penalty: 3902.562256
	Iteration 38Q: 3 clusters Score -1.726105e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 150555 members 
Entering Unmasked Estep 
Score: -17261184.000000 Penalty: 3902.562256
	Iteration 39Q: 3 clusters Score -1.726118e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 151220 members 
Entering Unmasked Estep 
Score: -17261310.000000 Penalty: 3902.562256
	Iteration 40F: 3 clusters Score -1.726131e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -17261516.000000 Penalty: 3902.562256
	Iteration 41Q: 3 clusters Score -1.726152e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 152517 members 
Entering Unmasked Estep 
Score: -17261614.000000 Penalty: 3902.562256
	Iteration 42Q: 3 clusters Score -1.726161e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -17261706.000000 Penalty: 3902.562256
	Iteration 43Q: 3 clusters Score -1.726171e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -17261786.000000 Penalty: 3902.562256
	Iteration 44Q: 3 clusters Score -1.726179e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -17261858.000000 Penalty: 3902.562256
	Iteration 45Q: 3 clusters Score -1.726186e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -17261944.000000 Penalty: 3902.562256
	Iteration 46Q: 3 clusters Score -1.726194e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 155345 members 
Entering Unmasked Estep 
Score: -17262084.000000 Penalty: 3902.562256
	Iteration 47Q: 3 clusters Score -1.726208e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -17262108.000000 Penalty: 3902.562256
	Iteration 48Q: 3 clusters Score -1.726211e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 156278 members 
Entering Unmasked Estep 
Score: -17262208.000000 Penalty: 3902.562256
	Iteration 49Q: 3 clusters Score -1.726221e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -17262292.000000 Penalty: 3902.562256
	Iteration 50Q: 3 clusters Score -1.726229e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -17262268.000000 Penalty: 3902.562256
	Iteration 51Q: 3 clusters Score -1.726227e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -17262324.000000 Penalty: 3902.562256
	Iteration 52Q: 3 clusters Score -1.726232e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -17262288.000000 Penalty: 3902.562256
	Iteration 53Q: 3 clusters Score -1.726229e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -17262310.000000 Penalty: 3902.562256
	Iteration 54Q: 3 clusters Score -1.726231e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -17262376.000000 Penalty: 3902.562256
	Iteration 55Q: 3 clusters Score -1.726238e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -17262426.000000 Penalty: 3902.562256
	Iteration 56Q: 3 clusters Score -1.726243e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -17262436.000000 Penalty: 3902.562256
	Iteration 57Q: 3 clusters Score -1.726244e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -17262422.000000 Penalty: 3902.562256
	Iteration 58Q: 3 clusters Score -1.726242e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -17262558.000000 Penalty: 3902.562256
	Iteration 59Q: 3 clusters Score -1.726256e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -17262638.000000 Penalty: 3902.562256
	Iteration 60F: 3 clusters Score -1.726264e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -17262734.000000 Penalty: 3902.562256
	Iteration 61Q: 3 clusters Score -1.726273e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 160311 members 
Entering Unmasked Estep 
Score: -17262800.000000 Penalty: 3902.562256
	Iteration 62Q: 3 clusters Score -1.72628e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 160521 members 
Entering Unmasked Estep 
Score: -17262822.000000 Penalty: 3902.562256
	Iteration 63Q: 3 clusters Score -1.726282e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -17262870.000000 Penalty: 3902.562256
	Iteration 64Q: 3 clusters Score -1.726287e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -17262872.000000 Penalty: 3902.562256
	Iteration 65Q: 3 clusters Score -1.726287e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -17262934.000000 Penalty: 3902.562256
	Iteration 66Q: 3 clusters Score -1.726293e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -17262920.000000 Penalty: 3902.562256
	Iteration 67Q: 3 clusters Score -1.726292e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -17262940.000000 Penalty: 3902.562256
	Iteration 68Q: 3 clusters Score -1.726294e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -17262932.000000 Penalty: 3902.562256
	Iteration 69Q: 3 clusters Score -1.726293e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -17262902.000000 Penalty: 3902.562256
	Iteration 70Q: 3 clusters Score -1.72629e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 161668 members 
Entering Unmasked Estep 
Score: -17262926.000000 Penalty: 3902.562256
	Iteration 71Q: 3 clusters Score -1.726293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 161758 members 
Entering Unmasked Estep 
Score: -17262964.000000 Penalty: 3902.562256
	Iteration 72Q: 3 clusters Score -1.726296e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -17262970.000000 Penalty: 3902.562256
	Iteration 73Q: 3 clusters Score -1.726297e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -17263002.000000 Penalty: 3902.562256
	Iteration 74Q: 3 clusters Score -1.7263e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -17263026.000000 Penalty: 3902.562256
	Iteration 75Q: 3 clusters Score -1.726303e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -17263058.000000 Penalty: 3902.562256
	Iteration 76Q: 3 clusters Score -1.726306e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -17263058.000000 Penalty: 3902.562256
	Iteration 77Q: 3 clusters Score -1.726306e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -17263068.000000 Penalty: 3902.562256
	Iteration 78Q: 3 clusters Score -1.726307e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 162363 members 
Entering Unmasked Estep 
Score: -17263064.000000 Penalty: 3902.562256
	Iteration 79Q: 3 clusters Score -1.726306e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 162426 members 
Entering Unmasked Estep 
Score: -17263066.000000 Penalty: 3902.562256
	Iteration 80F: 3 clusters Score -1.726307e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -17263080.000000 Penalty: 3902.562256
	Iteration 81Q: 3 clusters Score -1.726308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -17263098.000000 Penalty: 3902.562256
	Iteration 82Q: 3 clusters Score -1.72631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -17263100.000000 Penalty: 3902.562256
	Iteration 83Q: 3 clusters Score -1.72631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 162675 members 
Entering Unmasked Estep 
Score: -17263112.000000 Penalty: 3902.562256
	Iteration 84Q: 3 clusters Score -1.726311e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -17263130.000000 Penalty: 3902.562256
	Iteration 85Q: 3 clusters Score -1.726313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 162782 members 
Entering Unmasked Estep 
Score: -17263160.000000 Penalty: 3902.562256
	Iteration 86Q: 3 clusters Score -1.726316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 162822 members 
Entering Unmasked Estep 
Score: -17263160.000000 Penalty: 3902.562256
	Iteration 87Q: 3 clusters Score -1.726316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -17263146.000000 Penalty: 3902.562256
	Iteration 88Q: 3 clusters Score -1.726315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -17263160.000000 Penalty: 3902.562256
	Iteration 89Q: 3 clusters Score -1.726316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -17263168.000000 Penalty: 3902.562256
	Iteration 90Q: 3 clusters Score -1.726317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -17263172.000000 Penalty: 3902.562256
	Iteration 91Q: 3 clusters Score -1.726317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -17263156.000000 Penalty: 3902.562256
	Iteration 92Q: 3 clusters Score -1.726316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -17263188.000000 Penalty: 3902.562256
	Iteration 93Q: 3 clusters Score -1.726319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -17263188.000000 Penalty: 3902.562256
	Iteration 94Q: 3 clusters Score -1.726319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -17263186.000000 Penalty: 3902.562256
	Iteration 95Q: 3 clusters Score -1.726319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -17263188.000000 Penalty: 3902.562256
	Iteration 96Q: 3 clusters Score -1.726319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -17263186.000000 Penalty: 3902.562256
	Iteration 97Q: 3 clusters Score -1.726319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -17263202.000000 Penalty: 3902.562256
	Iteration 98Q: 3 clusters Score -1.72632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -17263220.000000 Penalty: 3902.562256
	Iteration 99Q: 3 clusters Score -1.726322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -17263206.000000 Penalty: 3902.562256
	Iteration 100F: 3 clusters Score -1.726321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -17263232.000000 Penalty: 3902.562256
	Iteration 101Q: 3 clusters Score -1.726323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -17263240.000000 Penalty: 3902.562256
	Iteration 102Q: 3 clusters Score -1.726324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -17263246.000000 Penalty: 3902.562256
	Iteration 103Q: 3 clusters Score -1.726325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -17263264.000000 Penalty: 3902.562256
	Iteration 104Q: 3 clusters Score -1.726326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -17263252.000000 Penalty: 3902.562256
	Iteration 105Q: 3 clusters Score -1.726325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -17263254.000000 Penalty: 3902.562256
	Iteration 106Q: 3 clusters Score -1.726325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -17263256.000000 Penalty: 3902.562256
	Iteration 107Q: 3 clusters Score -1.726326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -17263278.000000 Penalty: 3902.562256
	Iteration 108Q: 3 clusters Score -1.726328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -17263278.000000 Penalty: 3902.562256
	Iteration 109Q: 3 clusters Score -1.726328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -17263278.000000 Penalty: 3902.562256
	Iteration 110Q: 3 clusters Score -1.726328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -17263280.000000 Penalty: 3902.562256
	Iteration 111Q: 3 clusters Score -1.726328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -17263270.000000 Penalty: 3902.562256
	Iteration 112Q: 3 clusters Score -1.726327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -17263284.000000 Penalty: 3902.562256
	Iteration 113Q: 3 clusters Score -1.726328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -17263276.000000 Penalty: 3902.562256
	Iteration 114Q: 3 clusters Score -1.726328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -17263284.000000 Penalty: 3902.562256
	Iteration 115Q: 3 clusters Score -1.726328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -17263290.000000 Penalty: 3902.562256
	Iteration 116Q: 3 clusters Score -1.726329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -17263302.000000 Penalty: 3902.562256
	Iteration 117Q: 3 clusters Score -1.72633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -17263316.000000 Penalty: 3902.562256
	Iteration 118Q: 3 clusters Score -1.726332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -17263324.000000 Penalty: 3902.562256
	Iteration 119Q: 3 clusters Score -1.726332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -17263320.000000 Penalty: 3902.562256
	Iteration 120F: 3 clusters Score -1.726332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -17263326.000000 Penalty: 3902.562256
	Iteration 121Q: 3 clusters Score -1.726333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -17263326.000000 Penalty: 3902.562256
	Iteration 122Q: 3 clusters Score -1.726333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 163323 members 
Entering Unmasked Estep 
Score: -17263324.000000 Penalty: 3902.562256
	Iteration 123Q: 3 clusters Score -1.726332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -17263328.000000 Penalty: 3902.562256
	Iteration 124Q: 3 clusters Score -1.726333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -17263320.000000 Penalty: 3902.562256
	Iteration 125Q: 3 clusters Score -1.726332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -17263314.000000 Penalty: 3902.562256
	Iteration 126Q: 3 clusters Score -1.726331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -17263308.000000 Penalty: 3902.562256
	Iteration 127Q: 3 clusters Score -1.726331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -17263308.000000 Penalty: 3902.562256
	Iteration 128Q: 3 clusters Score -1.726331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -17263304.000000 Penalty: 3902.562256
	Iteration 129Q: 3 clusters Score -1.72633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -17263302.000000 Penalty: 3902.562256
	Iteration 130Q: 3 clusters Score -1.72633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -17263292.000000 Penalty: 3902.562256
	Iteration 131Q: 3 clusters Score -1.726329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -17263292.000000 Penalty: 3902.562256
	Iteration 132F: 3 clusters Score -1.726329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Entering Unmasked Estep 
Score: -2173714.500000 Penalty: 1611.768188
	Iteration 0F: 2 clusters Score -2173714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2159918.500000 Penalty: 3223.536377
	Iteration 0F: 3 clusters Score -2159918 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2165042.250000 Penalty: 3223.536377
	Iteration 1F: 3 clusters Score -2165042 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2165460.250000 Penalty: 3223.536377
	Iteration 2F: 3 clusters Score -2165460 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2165867.500000 Penalty: 3223.536377
	Iteration 3Q: 3 clusters Score -2165868 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2166215.000000 Penalty: 3223.536377
	Iteration 4Q: 3 clusters Score -2166215 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2166592.750000 Penalty: 3223.536377
	Iteration 5Q: 3 clusters Score -2166593 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2167004.000000 Penalty: 3223.536377
	Iteration 6Q: 3 clusters Score -2167004 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2167411.500000 Penalty: 3223.536377
	Iteration 7Q: 3 clusters Score -2167412 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2167836.250000 Penalty: 3223.536377
	Iteration 8Q: 3 clusters Score -2167836 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2168374.500000 Penalty: 3223.536377
	Iteration 9Q: 3 clusters Score -2168374 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2168993.500000 Penalty: 3223.536377
	Iteration 10Q: 3 clusters Score -2168994 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2169621.000000 Penalty: 3223.536377
	Iteration 11Q: 3 clusters Score -2169621 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2170186.750000 Penalty: 3223.536377
	Iteration 12Q: 3 clusters Score -2170187 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2170692.000000 Penalty: 3223.536377
	Iteration 13Q: 3 clusters Score -2170692 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2171098.250000 Penalty: 3223.536377
	Iteration 14Q: 3 clusters Score -2171098 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2171425.000000 Penalty: 3223.536377
	Iteration 15Q: 3 clusters Score -2171425 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2171654.000000 Penalty: 3223.536377
	Iteration 16Q: 3 clusters Score -2171654 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2171830.000000 Penalty: 3223.536377
	Iteration 17Q: 3 clusters Score -2171830 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2171958.250000 Penalty: 3223.536377
	Iteration 18Q: 3 clusters Score -2171958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2172042.500000 Penalty: 3223.536377
	Iteration 19Q: 3 clusters Score -2172042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2172118.250000 Penalty: 3223.536377
	Iteration 20F: 3 clusters Score -2172118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2172172.000000 Penalty: 3223.536377
	Iteration 21Q: 3 clusters Score -2172172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2172204.750000 Penalty: 3223.536377
	Iteration 22Q: 3 clusters Score -2172205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2172232.500000 Penalty: 3223.536377
	Iteration 23Q: 3 clusters Score -2172232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2172247.250000 Penalty: 3223.536377
	Iteration 24Q: 3 clusters Score -2172247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2172265.500000 Penalty: 3223.536377
	Iteration 25Q: 3 clusters Score -2172266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2172278.750000 Penalty: 3223.536377
	Iteration 26Q: 3 clusters Score -2172279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2172287.250000 Penalty: 3223.536377
	Iteration 27Q: 3 clusters Score -2172287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2172294.000000 Penalty: 3223.536377
	Iteration 28Q: 3 clusters Score -2172294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2172300.250000 Penalty: 3223.536377
	Iteration 29Q: 3 clusters Score -2172300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2172303.750000 Penalty: 3223.536377
	Iteration 30Q: 3 clusters Score -2172304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2172308.500000 Penalty: 3223.536377
	Iteration 31Q: 3 clusters Score -2172308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2172313.750000 Penalty: 3223.536377
	Iteration 32Q: 3 clusters Score -2172314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2172315.500000 Penalty: 3223.536377
	Iteration 33Q: 3 clusters Score -2172316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2172321.750000 Penalty: 3223.536377
	Iteration 34Q: 3 clusters Score -2172322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2172324.000000 Penalty: 3223.536377
	Iteration 35Q: 3 clusters Score -2172324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2172328.250000 Penalty: 3223.536377
	Iteration 36Q: 3 clusters Score -2172328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2172336.000000 Penalty: 3223.536377
	Iteration 37Q: 3 clusters Score -2172336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2172340.750000 Penalty: 3223.536377
	Iteration 38Q: 3 clusters Score -2172341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2172349.750000 Penalty: 3223.536377
	Iteration 39Q: 3 clusters Score -2172350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2172358.250000 Penalty: 3223.536377
	Iteration 40F: 3 clusters Score -2172358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2172374.250000 Penalty: 3223.536377
	Iteration 41Q: 3 clusters Score -2172374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2172380.500000 Penalty: 3223.536377
	Iteration 42Q: 3 clusters Score -2172380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2172384.500000 Penalty: 3223.536377
	Iteration 43Q: 3 clusters Score -2172384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2172386.000000 Penalty: 3223.536377
	Iteration 44Q: 3 clusters Score -2172386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2172390.750000 Penalty: 3223.536377
	Iteration 45Q: 3 clusters Score -2172391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2172396.750000 Penalty: 3223.536377
	Iteration 46Q: 3 clusters Score -2172397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2172399.250000 Penalty: 3223.536377
	Iteration 47Q: 3 clusters Score -2172399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2172405.250000 Penalty: 3223.536377
	Iteration 48Q: 3 clusters Score -2172405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2172405.750000 Penalty: 3223.536377
	Iteration 49Q: 3 clusters Score -2172406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2172409.500000 Penalty: 3223.536377
	Iteration 50Q: 3 clusters Score -2172410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2172411.000000 Penalty: 3223.536377
	Iteration 51Q: 3 clusters Score -2172411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2172416.250000 Penalty: 3223.536377
	Iteration 52Q: 3 clusters Score -2172416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2172418.750000 Penalty: 3223.536377
	Iteration 53Q: 3 clusters Score -2172419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2172424.750000 Penalty: 3223.536377
	Iteration 54Q: 3 clusters Score -2172425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2172428.750000 Penalty: 3223.536377
	Iteration 55Q: 3 clusters Score -2172429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2172428.250000 Penalty: 3223.536377
	Iteration 56Q: 3 clusters Score -2172428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2172425.750000 Penalty: 3223.536377
	Iteration 57Q: 3 clusters Score -2172426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2172425.750000 Penalty: 3223.536377
	Iteration 58F: 3 clusters Score -2172426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -28034.404297 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -28034.4 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 169 members 
Entering Unmasked Estep 
Score: -27231.390625 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -27231.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27372.185547 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -27372.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27396.152344 Penalty: 1899.151978
	Iteration 2Q: 3 clusters Score -27396.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27397.011719 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -27397.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27398.515625 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -27398.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27399.410156 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -27399.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27401.416016 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -27401.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27401.416016 Penalty: 1899.151978
	Iteration 7F: 3 clusters Score -27401.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -43015.082031 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -43015.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42074.042969 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -42074.04 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42250.941406 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -42250.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42327.105469 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -42327.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42429.816406 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -42429.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42539.722656 Penalty: 1990.522095
	Iteration 4F: 3 clusters Score -42539.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42640.039062 Penalty: 1990.522095
	Iteration 5F: 3 clusters Score -42640.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42764.660156 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -42764.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42861.167969 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -42861.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42966.621094 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -42966.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43004.687500 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -43004.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43020.667969 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -43020.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43021.878906 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -43021.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43041.761719 Penalty: 1990.522095
	Iteration 12F: 3 clusters Score -43041.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43111.214844 Penalty: 1990.522095
	Iteration 13Q: 3 clusters Score -43111.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -43136.804688 Penalty: 1990.522095
	Iteration 14Q: 3 clusters Score -43136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -43145.300781 Penalty: 1990.522095
	Iteration 15Q: 3 clusters Score -43145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43147.343750 Penalty: 1990.522095
	Iteration 16Q: 3 clusters Score -43147.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43147.343750 Penalty: 1990.522095
	Iteration 17F: 3 clusters Score -43147.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 164043 members 
Mstep: Class 5 contains 20304 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 137925 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30742 members 
Mstep: Class 12 contains 35742 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 39615 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 46688 members 
Mstep: Class 19 contains 58448 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 120 members 
Entering Unmasked Estep 
Score: -70203488.000000 Penalty: 45823.691406
Splitting cluster 7 changes total score from -70204376.000000 to -70203488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -195664.046875 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -195664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -193632.359375 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -193632.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194057.593750 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -194057.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194162.578125 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -194162.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194225.140625 Penalty: 2443.723633
	Iteration 3Q: 3 clusters Score -194225.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -194274.562500 Penalty: 2443.723633
	Iteration 4Q: 3 clusters Score -194274.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -194302.125000 Penalty: 2443.723633
	Iteration 5Q: 3 clusters Score -194302.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -194323.109375 Penalty: 2443.723633
	Iteration 6Q: 3 clusters Score -194323.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -194334.609375 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -194334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194342.859375 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -194342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194349.031250 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -194349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -194350.937500 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -194350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194352.937500 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -194352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194354.531250 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -194354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194355.953125 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -194356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194357.375000 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -194357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -194359.312500 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -194359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -194359.625000 Penalty: 2443.723633
	Iteration 16Q: 3 clusters Score -194359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194360.046875 Penalty: 2443.723633
	Iteration 17Q: 3 clusters Score -194360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194360.046875 Penalty: 2443.723633
	Iteration 18F: 3 clusters Score -194360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (137925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137925 members 
Entering Unmasked Estep 
Score: -14543549.000000 Penalty: 1923.100586
	Iteration 0F: 2 clusters Score -1.454355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -14452089.000000 Penalty: 3846.201172
	Iteration 0F: 3 clusters Score -1.445209e+07 nChanged 66353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -14491293.000000 Penalty: 3846.201172
	Iteration 1F: 3 clusters Score -1.449129e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -14492017.000000 Penalty: 3846.201172
	Iteration 2Q: 3 clusters Score -1.449202e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -14492922.000000 Penalty: 3846.201172
	Iteration 3Q: 3 clusters Score -1.449292e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -14493954.000000 Penalty: 3846.201172
	Iteration 4Q: 3 clusters Score -1.449395e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -14495201.000000 Penalty: 3846.201172
	Iteration 5Q: 3 clusters Score -1.44952e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -14497186.000000 Penalty: 3846.201172
	Iteration 6Q: 3 clusters Score -1.449719e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -14500525.000000 Penalty: 3846.201172
	Iteration 7Q: 3 clusters Score -1.450052e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -14505647.000000 Penalty: 3846.201172
	Iteration 8F: 3 clusters Score -1.450565e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -14511916.000000 Penalty: 3846.201172
	Iteration 9F: 3 clusters Score -1.451192e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -14516366.000000 Penalty: 3846.201172
	Iteration 10F: 3 clusters Score -1.451637e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -14517878.000000 Penalty: 3846.201172
	Iteration 11Q: 3 clusters Score -1.451788e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -14518326.000000 Penalty: 3846.201172
	Iteration 12Q: 3 clusters Score -1.451833e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -14518489.000000 Penalty: 3846.201172
	Iteration 13Q: 3 clusters Score -1.451849e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -14518504.000000 Penalty: 3846.201172
	Iteration 14Q: 3 clusters Score -1.45185e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -14518577.000000 Penalty: 3846.201172
	Iteration 15Q: 3 clusters Score -1.451858e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -14518639.000000 Penalty: 3846.201172
	Iteration 16Q: 3 clusters Score -1.451864e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -14518733.000000 Penalty: 3846.201172
	Iteration 17Q: 3 clusters Score -1.451873e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -14518853.000000 Penalty: 3846.201172
	Iteration 18Q: 3 clusters Score -1.451885e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -14518930.000000 Penalty: 3846.201172
	Iteration 19Q: 3 clusters Score -1.451893e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -14518998.000000 Penalty: 3846.201172
	Iteration 20F: 3 clusters Score -1.4519e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -14519067.000000 Penalty: 3846.201172
	Iteration 21Q: 3 clusters Score -1.451907e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -14519161.000000 Penalty: 3846.201172
	Iteration 22Q: 3 clusters Score -1.451916e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -14519251.000000 Penalty: 3846.201172
	Iteration 23Q: 3 clusters Score -1.451925e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -14519356.000000 Penalty: 3846.201172
	Iteration 24Q: 3 clusters Score -1.451936e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -14519440.000000 Penalty: 3846.201172
	Iteration 25Q: 3 clusters Score -1.451944e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -14519515.000000 Penalty: 3846.201172
	Iteration 26Q: 3 clusters Score -1.451952e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -14519645.000000 Penalty: 3846.201172
	Iteration 27Q: 3 clusters Score -1.451964e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -14519874.000000 Penalty: 3846.201172
	Iteration 28Q: 3 clusters Score -1.451987e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -14520111.000000 Penalty: 3846.201172
	Iteration 29Q: 3 clusters Score -1.452011e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -14520431.000000 Penalty: 3846.201172
	Iteration 30Q: 3 clusters Score -1.452043e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -14520626.000000 Penalty: 3846.201172
	Iteration 31Q: 3 clusters Score -1.452063e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -14521017.000000 Penalty: 3846.201172
	Iteration 32Q: 3 clusters Score -1.452102e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -14521322.000000 Penalty: 3846.201172
	Iteration 33Q: 3 clusters Score -1.452132e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -14521632.000000 Penalty: 3846.201172
	Iteration 34Q: 3 clusters Score -1.452163e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -14521967.000000 Penalty: 3846.201172
	Iteration 35Q: 3 clusters Score -1.452197e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -14522366.000000 Penalty: 3846.201172
	Iteration 36Q: 3 clusters Score -1.452237e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -14522847.000000 Penalty: 3846.201172
	Iteration 37Q: 3 clusters Score -1.452285e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -14523362.000000 Penalty: 3846.201172
	Iteration 38Q: 3 clusters Score -1.452336e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -14523872.000000 Penalty: 3846.201172
	Iteration 39Q: 3 clusters Score -1.452387e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -14524313.000000 Penalty: 3846.201172
	Iteration 40F: 3 clusters Score -1.452431e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -14524880.000000 Penalty: 3846.201172
	Iteration 41Q: 3 clusters Score -1.452488e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -14525350.000000 Penalty: 3846.201172
	Iteration 42Q: 3 clusters Score -1.452535e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -14525887.000000 Penalty: 3846.201172
	Iteration 43Q: 3 clusters Score -1.452589e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -14526378.000000 Penalty: 3846.201172
	Iteration 44Q: 3 clusters Score -1.452638e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -14526771.000000 Penalty: 3846.201172
	Iteration 45Q: 3 clusters Score -1.452677e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -14527246.000000 Penalty: 3846.201172
	Iteration 46Q: 3 clusters Score -1.452725e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -14527773.000000 Penalty: 3846.201172
	Iteration 47Q: 3 clusters Score -1.452777e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -14528246.000000 Penalty: 3846.201172
	Iteration 48Q: 3 clusters Score -1.452825e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -14528677.000000 Penalty: 3846.201172
	Iteration 49Q: 3 clusters Score -1.452868e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -14529159.000000 Penalty: 3846.201172
	Iteration 50Q: 3 clusters Score -1.452916e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -14529654.000000 Penalty: 3846.201172
	Iteration 51Q: 3 clusters Score -1.452965e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -14530133.000000 Penalty: 3846.201172
	Iteration 52Q: 3 clusters Score -1.453013e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -14530600.000000 Penalty: 3846.201172
	Iteration 53Q: 3 clusters Score -1.45306e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -14530966.000000 Penalty: 3846.201172
	Iteration 54Q: 3 clusters Score -1.453097e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -14531465.000000 Penalty: 3846.201172
	Iteration 55Q: 3 clusters Score -1.453146e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -14532074.000000 Penalty: 3846.201172
	Iteration 56Q: 3 clusters Score -1.453207e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -14532599.000000 Penalty: 3846.201172
	Iteration 57Q: 3 clusters Score -1.45326e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -14533179.000000 Penalty: 3846.201172
	Iteration 58Q: 3 clusters Score -1.453318e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -14533708.000000 Penalty: 3846.201172
	Iteration 59Q: 3 clusters Score -1.453371e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -14534261.000000 Penalty: 3846.201172
	Iteration 60F: 3 clusters Score -1.453426e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120464 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -14534731.000000 Penalty: 3846.201172
	Iteration 61Q: 3 clusters Score -1.453473e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -14535211.000000 Penalty: 3846.201172
	Iteration 62Q: 3 clusters Score -1.453521e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -14535678.000000 Penalty: 3846.201172
	Iteration 63Q: 3 clusters Score -1.453568e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -14536130.000000 Penalty: 3846.201172
	Iteration 64Q: 3 clusters Score -1.453613e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -14536691.000000 Penalty: 3846.201172
	Iteration 65Q: 3 clusters Score -1.453669e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -14537190.000000 Penalty: 3846.201172
	Iteration 66Q: 3 clusters Score -1.453719e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -14537671.000000 Penalty: 3846.201172
	Iteration 67Q: 3 clusters Score -1.453767e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -14538182.000000 Penalty: 3846.201172
	Iteration 68Q: 3 clusters Score -1.453818e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -14538674.000000 Penalty: 3846.201172
	Iteration 69Q: 3 clusters Score -1.453867e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -14539051.000000 Penalty: 3846.201172
	Iteration 70Q: 3 clusters Score -1.453905e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -14539466.000000 Penalty: 3846.201172
	Iteration 71Q: 3 clusters Score -1.453947e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -14539868.000000 Penalty: 3846.201172
	Iteration 72Q: 3 clusters Score -1.453987e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -14540166.000000 Penalty: 3846.201172
	Iteration 73Q: 3 clusters Score -1.454017e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -14540393.000000 Penalty: 3846.201172
	Iteration 74Q: 3 clusters Score -1.454039e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -14540656.000000 Penalty: 3846.201172
	Iteration 75Q: 3 clusters Score -1.454066e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -14540867.000000 Penalty: 3846.201172
	Iteration 76Q: 3 clusters Score -1.454087e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14541082.000000 Penalty: 3846.201172
	Iteration 77Q: 3 clusters Score -1.454108e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14541165.000000 Penalty: 3846.201172
	Iteration 78Q: 3 clusters Score -1.454116e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135878 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -14541281.000000 Penalty: 3846.201172
	Iteration 79Q: 3 clusters Score -1.454128e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14541389.000000 Penalty: 3846.201172
	Iteration 80F: 3 clusters Score -1.454139e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -14541516.000000 Penalty: 3846.201172
	Iteration 81Q: 3 clusters Score -1.454152e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -14541556.000000 Penalty: 3846.201172
	Iteration 82Q: 3 clusters Score -1.454156e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14541600.000000 Penalty: 3846.201172
	Iteration 83Q: 3 clusters Score -1.45416e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14541643.000000 Penalty: 3846.201172
	Iteration 84Q: 3 clusters Score -1.454164e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136645 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14541684.000000 Penalty: 3846.201172
	Iteration 85Q: 3 clusters Score -1.454168e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14541727.000000 Penalty: 3846.201172
	Iteration 86Q: 3 clusters Score -1.454173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -14541740.000000 Penalty: 3846.201172
	Iteration 87Q: 3 clusters Score -1.454174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136819 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14541773.000000 Penalty: 3846.201172
	Iteration 88Q: 3 clusters Score -1.454177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -14541797.000000 Penalty: 3846.201172
	Iteration 89Q: 3 clusters Score -1.45418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -14541808.000000 Penalty: 3846.201172
	Iteration 90Q: 3 clusters Score -1.454181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14541827.000000 Penalty: 3846.201172
	Iteration 91Q: 3 clusters Score -1.454183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14541854.000000 Penalty: 3846.201172
	Iteration 92Q: 3 clusters Score -1.454185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14541861.000000 Penalty: 3846.201172
	Iteration 93Q: 3 clusters Score -1.454186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14541863.000000 Penalty: 3846.201172
	Iteration 94Q: 3 clusters Score -1.454186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14541875.000000 Penalty: 3846.201172
	Iteration 95Q: 3 clusters Score -1.454188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14541869.000000 Penalty: 3846.201172
	Iteration 96Q: 3 clusters Score -1.454187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14541878.000000 Penalty: 3846.201172
	Iteration 97Q: 3 clusters Score -1.454188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14541886.000000 Penalty: 3846.201172
	Iteration 98Q: 3 clusters Score -1.454189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14541895.000000 Penalty: 3846.201172
	Iteration 99Q: 3 clusters Score -1.45419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14541894.000000 Penalty: 3846.201172
	Iteration 100F: 3 clusters Score -1.454189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -14541901.000000 Penalty: 3846.201172
	Iteration 101Q: 3 clusters Score -1.45419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137072 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14541911.000000 Penalty: 3846.201172
	Iteration 102Q: 3 clusters Score -1.454191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14541907.000000 Penalty: 3846.201172
	Iteration 103Q: 3 clusters Score -1.454191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137091 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14541925.000000 Penalty: 3846.201172
	Iteration 104Q: 3 clusters Score -1.454192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137100 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14541923.000000 Penalty: 3846.201172
	Iteration 105Q: 3 clusters Score -1.454192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14541922.000000 Penalty: 3846.201172
	Iteration 106Q: 3 clusters Score -1.454192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137118 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14541935.000000 Penalty: 3846.201172
	Iteration 107Q: 3 clusters Score -1.454194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14541940.000000 Penalty: 3846.201172
	Iteration 108Q: 3 clusters Score -1.454194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14541938.000000 Penalty: 3846.201172
	Iteration 109Q: 3 clusters Score -1.454194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14541950.000000 Penalty: 3846.201172
	Iteration 110Q: 3 clusters Score -1.454195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137133 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14541952.000000 Penalty: 3846.201172
	Iteration 111Q: 3 clusters Score -1.454195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14541958.000000 Penalty: 3846.201172
	Iteration 112Q: 3 clusters Score -1.454196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14541960.000000 Penalty: 3846.201172
	Iteration 113Q: 3 clusters Score -1.454196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14541954.000000 Penalty: 3846.201172
	Iteration 114Q: 3 clusters Score -1.454195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14541951.000000 Penalty: 3846.201172
	Iteration 115Q: 3 clusters Score -1.454195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14541959.000000 Penalty: 3846.201172
	Iteration 116Q: 3 clusters Score -1.454196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14541967.000000 Penalty: 3846.201172
	Iteration 117Q: 3 clusters Score -1.454197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14541962.000000 Penalty: 3846.201172
	Iteration 118Q: 3 clusters Score -1.454196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137156 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14541968.000000 Penalty: 3846.201172
	Iteration 119Q: 3 clusters Score -1.454197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14541969.000000 Penalty: 3846.201172
	Iteration 120F: 3 clusters Score -1.454197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14541971.000000 Penalty: 3846.201172
	Iteration 121Q: 3 clusters Score -1.454197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14541966.000000 Penalty: 3846.201172
	Iteration 122Q: 3 clusters Score -1.454197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14541967.000000 Penalty: 3846.201172
	Iteration 123Q: 3 clusters Score -1.454197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14541963.000000 Penalty: 3846.201172
	Iteration 124Q: 3 clusters Score -1.454196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14541963.000000 Penalty: 3846.201172
	Iteration 125F: 3 clusters Score -1.454196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Entering Unmasked Estep 
Score: -770284.687500 Penalty: 1451.162231
	Iteration 0F: 2 clusters Score -770284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -764760.000000 Penalty: 2902.324463
	Iteration 0F: 3 clusters Score -764760 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -766377.500000 Penalty: 2902.324463
	Iteration 1F: 3 clusters Score -766377.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -766592.500000 Penalty: 2902.324463
	Iteration 2F: 3 clusters Score -766592.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -766778.375000 Penalty: 2902.324463
	Iteration 3F: 3 clusters Score -766778.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -767005.187500 Penalty: 2902.324463
	Iteration 4Q: 3 clusters Score -767005.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -767276.812500 Penalty: 2902.324463
	Iteration 5F: 3 clusters Score -767276.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -767582.687500 Penalty: 2902.324463
	Iteration 6F: 3 clusters Score -767582.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -767873.312500 Penalty: 2902.324463
	Iteration 7F: 3 clusters Score -767873.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -768142.750000 Penalty: 2902.324463
	Iteration 8F: 3 clusters Score -768142.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -768383.500000 Penalty: 2902.324463
	Iteration 9Q: 3 clusters Score -768383.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -768593.687500 Penalty: 2902.324463
	Iteration 10Q: 3 clusters Score -768593.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -768779.312500 Penalty: 2902.324463
	Iteration 11Q: 3 clusters Score -768779.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -768937.687500 Penalty: 2902.324463
	Iteration 12Q: 3 clusters Score -768937.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -769062.250000 Penalty: 2902.324463
	Iteration 13Q: 3 clusters Score -769062.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -769166.062500 Penalty: 2902.324463
	Iteration 14Q: 3 clusters Score -769166.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -769243.875000 Penalty: 2902.324463
	Iteration 15Q: 3 clusters Score -769243.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -769285.687500 Penalty: 2902.324463
	Iteration 16Q: 3 clusters Score -769285.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -769311.562500 Penalty: 2902.324463
	Iteration 17Q: 3 clusters Score -769311.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -769326.937500 Penalty: 2902.324463
	Iteration 18Q: 3 clusters Score -769326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -769336.125000 Penalty: 2902.324463
	Iteration 19Q: 3 clusters Score -769336.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769341.625000 Penalty: 2902.324463
	Iteration 20F: 3 clusters Score -769341.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -769350.750000 Penalty: 2902.324463
	Iteration 21Q: 3 clusters Score -769350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -769359.750000 Penalty: 2902.324463
	Iteration 22Q: 3 clusters Score -769359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -769360.312500 Penalty: 2902.324463
	Iteration 23Q: 3 clusters Score -769360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -769362.937500 Penalty: 2902.324463
	Iteration 24Q: 3 clusters Score -769362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -769364.562500 Penalty: 2902.324463
	Iteration 25Q: 3 clusters Score -769364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -769366.687500 Penalty: 2902.324463
	Iteration 26Q: 3 clusters Score -769366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -769369.187500 Penalty: 2902.324463
	Iteration 27Q: 3 clusters Score -769369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -769370.750000 Penalty: 2902.324463
	Iteration 28Q: 3 clusters Score -769370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -769372.250000 Penalty: 2902.324463
	Iteration 29Q: 3 clusters Score -769372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -769373.375000 Penalty: 2902.324463
	Iteration 30Q: 3 clusters Score -769373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -769373.375000 Penalty: 2902.324463
	Iteration 31F: 3 clusters Score -769373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Entering Unmasked Estep 
Score: -3290197.500000 Penalty: 1679.175171
	Iteration 0F: 2 clusters Score -3290198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3269529.250000 Penalty: 3358.350342
	Iteration 0F: 3 clusters Score -3269529 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3277170.000000 Penalty: 3358.350342
	Iteration 1F: 3 clusters Score -3277170 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3277490.750000 Penalty: 3358.350342
	Iteration 2Q: 3 clusters Score -3277491 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3277790.750000 Penalty: 3358.350342
	Iteration 3Q: 3 clusters Score -3277791 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3278140.500000 Penalty: 3358.350342
	Iteration 4Q: 3 clusters Score -3278140 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3278587.000000 Penalty: 3358.350342
	Iteration 5Q: 3 clusters Score -3278587 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3279301.500000 Penalty: 3358.350342
	Iteration 6Q: 3 clusters Score -3279302 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3280429.500000 Penalty: 3358.350342
	Iteration 7F: 3 clusters Score -3280430 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3281972.750000 Penalty: 3358.350342
	Iteration 8F: 3 clusters Score -3281973 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3283937.500000 Penalty: 3358.350342
	Iteration 9F: 3 clusters Score -3283938 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3285799.500000 Penalty: 3358.350342
	Iteration 10F: 3 clusters Score -3285800 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3287025.250000 Penalty: 3358.350342
	Iteration 11Q: 3 clusters Score -3287025 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3287758.500000 Penalty: 3358.350342
	Iteration 12Q: 3 clusters Score -3287758 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3288202.500000 Penalty: 3358.350342
	Iteration 13Q: 3 clusters Score -3288202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3288440.250000 Penalty: 3358.350342
	Iteration 14Q: 3 clusters Score -3288440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3288584.250000 Penalty: 3358.350342
	Iteration 15Q: 3 clusters Score -3288584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3288649.000000 Penalty: 3358.350342
	Iteration 16Q: 3 clusters Score -3288649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3288711.500000 Penalty: 3358.350342
	Iteration 17Q: 3 clusters Score -3288712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3288743.250000 Penalty: 3358.350342
	Iteration 18Q: 3 clusters Score -3288743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3288778.250000 Penalty: 3358.350342
	Iteration 19Q: 3 clusters Score -3288778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3288801.250000 Penalty: 3358.350342
	Iteration 20F: 3 clusters Score -3288801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3288812.500000 Penalty: 3358.350342
	Iteration 21Q: 3 clusters Score -3288812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3288824.250000 Penalty: 3358.350342
	Iteration 22Q: 3 clusters Score -3288824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3288833.000000 Penalty: 3358.350342
	Iteration 23Q: 3 clusters Score -3288833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3288834.750000 Penalty: 3358.350342
	Iteration 24Q: 3 clusters Score -3288835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3288839.250000 Penalty: 3358.350342
	Iteration 25Q: 3 clusters Score -3288839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3288842.500000 Penalty: 3358.350342
	Iteration 26Q: 3 clusters Score -3288842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3288845.750000 Penalty: 3358.350342
	Iteration 27Q: 3 clusters Score -3288846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3288845.750000 Penalty: 3358.350342
	Iteration 28F: 3 clusters Score -3288846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Entering Unmasked Estep 
Score: -3822112.000000 Penalty: 1703.663208
	Iteration 0F: 2 clusters Score -3822112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3798326.250000 Penalty: 3407.326416
	Iteration 0F: 3 clusters Score -3798326 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3807252.250000 Penalty: 3407.326416
	Iteration 1F: 3 clusters Score -3807252 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3807645.000000 Penalty: 3407.326416
	Iteration 2Q: 3 clusters Score -3807645 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3808046.000000 Penalty: 3407.326416
	Iteration 3Q: 3 clusters Score -3808046 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3808448.000000 Penalty: 3407.326416
	Iteration 4Q: 3 clusters Score -3808448 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3808982.750000 Penalty: 3407.326416
	Iteration 5Q: 3 clusters Score -3808983 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3809723.250000 Penalty: 3407.326416
	Iteration 6Q: 3 clusters Score -3809723 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3810815.500000 Penalty: 3407.326416
	Iteration 7F: 3 clusters Score -3810816 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3812254.000000 Penalty: 3407.326416
	Iteration 8F: 3 clusters Score -3812254 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3814116.750000 Penalty: 3407.326416
	Iteration 9F: 3 clusters Score -3814117 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3816280.750000 Penalty: 3407.326416
	Iteration 10F: 3 clusters Score -3816281 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3818152.000000 Penalty: 3407.326416
	Iteration 11F: 3 clusters Score -3818152 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3819319.250000 Penalty: 3407.326416
	Iteration 12Q: 3 clusters Score -3819319 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3819928.750000 Penalty: 3407.326416
	Iteration 13Q: 3 clusters Score -3819929 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3820263.750000 Penalty: 3407.326416
	Iteration 14Q: 3 clusters Score -3820264 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3820432.000000 Penalty: 3407.326416
	Iteration 15Q: 3 clusters Score -3820432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3820511.750000 Penalty: 3407.326416
	Iteration 16Q: 3 clusters Score -3820512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3820556.000000 Penalty: 3407.326416
	Iteration 17Q: 3 clusters Score -3820556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3820582.250000 Penalty: 3407.326416
	Iteration 18Q: 3 clusters Score -3820582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3820595.500000 Penalty: 3407.326416
	Iteration 19Q: 3 clusters Score -3820596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3820603.750000 Penalty: 3407.326416
	Iteration 20F: 3 clusters Score -3820604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3820610.000000 Penalty: 3407.326416
	Iteration 21Q: 3 clusters Score -3820610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3820610.000000 Penalty: 3407.326416
	Iteration 22Q: 3 clusters Score -3820610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3820611.250000 Penalty: 3407.326416
	Iteration 23Q: 3 clusters Score -3820611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3820611.500000 Penalty: 3407.326416
	Iteration 24Q: 3 clusters Score -3820612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3820616.000000 Penalty: 3407.326416
	Iteration 25Q: 3 clusters Score -3820616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3820619.250000 Penalty: 3407.326416
	Iteration 26Q: 3 clusters Score -3820619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3820626.250000 Penalty: 3407.326416
	Iteration 27Q: 3 clusters Score -3820626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3820626.250000 Penalty: 3407.326416
	Iteration 28Q: 3 clusters Score -3820626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3820626.500000 Penalty: 3407.326416
	Iteration 29Q: 3 clusters Score -3820626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3820626.750000 Penalty: 3407.326416
	Iteration 30Q: 3 clusters Score -3820627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3820626.750000 Penalty: 3407.326416
	Iteration 31F: 3 clusters Score -3820627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Entering Unmasked Estep 
Score: -3850600.250000 Penalty: 1711.824951
	Iteration 0F: 2 clusters Score -3850600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3825270.750000 Penalty: 3423.649902
	Iteration 0F: 3 clusters Score -3825271 nChanged 17535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3835171.000000 Penalty: 3423.649902
	Iteration 1F: 3 clusters Score -3835171 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3835612.750000 Penalty: 3423.649902
	Iteration 2Q: 3 clusters Score -3835613 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3836034.000000 Penalty: 3423.649902
	Iteration 3Q: 3 clusters Score -3836034 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3836511.250000 Penalty: 3423.649902
	Iteration 4Q: 3 clusters Score -3836511 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3837019.750000 Penalty: 3423.649902
	Iteration 5Q: 3 clusters Score -3837020 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3837552.000000 Penalty: 3423.649902
	Iteration 6Q: 3 clusters Score -3837552 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3838226.250000 Penalty: 3423.649902
	Iteration 7Q: 3 clusters Score -3838226 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3839094.500000 Penalty: 3423.649902
	Iteration 8Q: 3 clusters Score -3839094 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3840055.500000 Penalty: 3423.649902
	Iteration 9Q: 3 clusters Score -3840056 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3841103.000000 Penalty: 3423.649902
	Iteration 10Q: 3 clusters Score -3841103 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3842142.500000 Penalty: 3423.649902
	Iteration 11Q: 3 clusters Score -3842142 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3842920.250000 Penalty: 3423.649902
	Iteration 12Q: 3 clusters Score -3842920 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3843459.750000 Penalty: 3423.649902
	Iteration 13Q: 3 clusters Score -3843460 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3843804.750000 Penalty: 3423.649902
	Iteration 14Q: 3 clusters Score -3843805 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3844075.750000 Penalty: 3423.649902
	Iteration 15Q: 3 clusters Score -3844076 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3844342.500000 Penalty: 3423.649902
	Iteration 16Q: 3 clusters Score -3844342 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3844625.000000 Penalty: 3423.649902
	Iteration 17Q: 3 clusters Score -3844625 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3844955.000000 Penalty: 3423.649902
	Iteration 18Q: 3 clusters Score -3844955 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3845314.000000 Penalty: 3423.649902
	Iteration 19Q: 3 clusters Score -3845314 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3845753.250000 Penalty: 3423.649902
	Iteration 20F: 3 clusters Score -3845753 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3846287.500000 Penalty: 3423.649902
	Iteration 21Q: 3 clusters Score -3846288 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3846777.250000 Penalty: 3423.649902
	Iteration 22Q: 3 clusters Score -3846777 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3847259.500000 Penalty: 3423.649902
	Iteration 23Q: 3 clusters Score -3847260 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3847757.750000 Penalty: 3423.649902
	Iteration 24Q: 3 clusters Score -3847758 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -3848161.500000 Penalty: 3423.649902
	Iteration 25Q: 3 clusters Score -3848162 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3848401.250000 Penalty: 3423.649902
	Iteration 26Q: 3 clusters Score -3848401 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3848573.250000 Penalty: 3423.649902
	Iteration 27Q: 3 clusters Score -3848573 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3848709.000000 Penalty: 3423.649902
	Iteration 28Q: 3 clusters Score -3848709 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3848806.250000 Penalty: 3423.649902
	Iteration 29Q: 3 clusters Score -3848806 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3848915.000000 Penalty: 3423.649902
	Iteration 30Q: 3 clusters Score -3848915 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3848978.750000 Penalty: 3423.649902
	Iteration 31Q: 3 clusters Score -3848979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -3849024.750000 Penalty: 3423.649902
	Iteration 32Q: 3 clusters Score -3849025 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3849048.750000 Penalty: 3423.649902
	Iteration 33Q: 3 clusters Score -3849049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3849079.750000 Penalty: 3423.649902
	Iteration 34Q: 3 clusters Score -3849080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3849102.000000 Penalty: 3423.649902
	Iteration 35Q: 3 clusters Score -3849102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3849105.250000 Penalty: 3423.649902
	Iteration 36Q: 3 clusters Score -3849105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -3849118.000000 Penalty: 3423.649902
	Iteration 37Q: 3 clusters Score -3849118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -3849134.750000 Penalty: 3423.649902
	Iteration 38Q: 3 clusters Score -3849135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3849139.500000 Penalty: 3423.649902
	Iteration 39Q: 3 clusters Score -3849140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -3849161.250000 Penalty: 3423.649902
	Iteration 40F: 3 clusters Score -3849161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -3849170.000000 Penalty: 3423.649902
	Iteration 41Q: 3 clusters Score -3849170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3849185.250000 Penalty: 3423.649902
	Iteration 42Q: 3 clusters Score -3849185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -3849186.500000 Penalty: 3423.649902
	Iteration 43Q: 3 clusters Score -3849186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -3849183.500000 Penalty: 3423.649902
	Iteration 44Q: 3 clusters Score -3849184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -3849192.250000 Penalty: 3423.649902
	Iteration 45Q: 3 clusters Score -3849192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -3849186.000000 Penalty: 3423.649902
	Iteration 46Q: 3 clusters Score -3849186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -3849203.250000 Penalty: 3423.649902
	Iteration 47Q: 3 clusters Score -3849203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3849207.250000 Penalty: 3423.649902
	Iteration 48Q: 3 clusters Score -3849207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3849210.250000 Penalty: 3423.649902
	Iteration 49Q: 3 clusters Score -3849210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -3849220.250000 Penalty: 3423.649902
	Iteration 50Q: 3 clusters Score -3849220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -3849221.000000 Penalty: 3423.649902
	Iteration 51Q: 3 clusters Score -3849221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -3849218.750000 Penalty: 3423.649902
	Iteration 52Q: 3 clusters Score -3849219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3849216.000000 Penalty: 3423.649902
	Iteration 53Q: 3 clusters Score -3849216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -3849220.000000 Penalty: 3423.649902
	Iteration 54Q: 3 clusters Score -3849220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3849220.250000 Penalty: 3423.649902
	Iteration 55Q: 3 clusters Score -3849220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -3849220.250000 Penalty: 3423.649902
	Iteration 56Q: 3 clusters Score -3849220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3849220.000000 Penalty: 3423.649902
	Iteration 57Q: 3 clusters Score -3849220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -3849217.000000 Penalty: 3423.649902
	Iteration 58Q: 3 clusters Score -3849217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -3849218.500000 Penalty: 3423.649902
	Iteration 59Q: 3 clusters Score -3849218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3849223.500000 Penalty: 3423.649902
	Iteration 60F: 3 clusters Score -3849224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3849229.750000 Penalty: 3423.649902
	Iteration 61Q: 3 clusters Score -3849230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3849239.250000 Penalty: 3423.649902
	Iteration 62Q: 3 clusters Score -3849239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3849234.250000 Penalty: 3423.649902
	Iteration 63Q: 3 clusters Score -3849234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3849243.000000 Penalty: 3423.649902
	Iteration 64Q: 3 clusters Score -3849243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3849248.750000 Penalty: 3423.649902
	Iteration 65Q: 3 clusters Score -3849249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -3849249.750000 Penalty: 3423.649902
	Iteration 66Q: 3 clusters Score -3849250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -3849249.250000 Penalty: 3423.649902
	Iteration 67Q: 3 clusters Score -3849249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -3849246.500000 Penalty: 3423.649902
	Iteration 68Q: 3 clusters Score -3849246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -3849254.250000 Penalty: 3423.649902
	Iteration 69Q: 3 clusters Score -3849254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3849252.000000 Penalty: 3423.649902
	Iteration 70Q: 3 clusters Score -3849252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -3849248.250000 Penalty: 3423.649902
	Iteration 71Q: 3 clusters Score -3849248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3849251.250000 Penalty: 3423.649902
	Iteration 72Q: 3 clusters Score -3849251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -3849252.750000 Penalty: 3423.649902
	Iteration 73Q: 3 clusters Score -3849253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -3849254.750000 Penalty: 3423.649902
	Iteration 74Q: 3 clusters Score -3849255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3849257.500000 Penalty: 3423.649902
	Iteration 75Q: 3 clusters Score -3849258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3849255.500000 Penalty: 3423.649902
	Iteration 76Q: 3 clusters Score -3849256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3849256.250000 Penalty: 3423.649902
	Iteration 77Q: 3 clusters Score -3849256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3849257.250000 Penalty: 3423.649902
	Iteration 78Q: 3 clusters Score -3849257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3849254.250000 Penalty: 3423.649902
	Iteration 79Q: 3 clusters Score -3849254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -3849252.250000 Penalty: 3423.649902
	Iteration 80F: 3 clusters Score -3849252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3849257.000000 Penalty: 3423.649902
	Iteration 81Q: 3 clusters Score -3849257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -3849258.000000 Penalty: 3423.649902
	Iteration 82Q: 3 clusters Score -3849258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3849257.250000 Penalty: 3423.649902
	Iteration 83Q: 3 clusters Score -3849257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3849254.000000 Penalty: 3423.649902
	Iteration 84Q: 3 clusters Score -3849254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3849255.750000 Penalty: 3423.649902
	Iteration 85Q: 3 clusters Score -3849256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3849254.750000 Penalty: 3423.649902
	Iteration 86Q: 3 clusters Score -3849255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3849257.250000 Penalty: 3423.649902
	Iteration 87Q: 3 clusters Score -3849257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3849256.750000 Penalty: 3423.649902
	Iteration 88Q: 3 clusters Score -3849257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3849255.500000 Penalty: 3423.649902
	Iteration 89Q: 3 clusters Score -3849256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3849257.250000 Penalty: 3423.649902
	Iteration 90Q: 3 clusters Score -3849257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3849256.750000 Penalty: 3423.649902
	Iteration 91Q: 3 clusters Score -3849257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3849256.750000 Penalty: 3423.649902
	Iteration 92F: 3 clusters Score -3849257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -304106.500000 Penalty: 1297.751831
	Iteration 0F: 2 clusters Score -304106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -301427.843750 Penalty: 2595.503662
	Iteration 0F: 3 clusters Score -301427.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -302039.531250 Penalty: 2595.503662
	Iteration 1F: 3 clusters Score -302039.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -302180.000000 Penalty: 2595.503662
	Iteration 2F: 3 clusters Score -302180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -302296.750000 Penalty: 2595.503662
	Iteration 3F: 3 clusters Score -302296.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -302382.156250 Penalty: 2595.503662
	Iteration 4Q: 3 clusters Score -302382.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -302474.687500 Penalty: 2595.503662
	Iteration 5Q: 3 clusters Score -302474.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -302559.156250 Penalty: 2595.503662
	Iteration 6Q: 3 clusters Score -302559.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -302674.218750 Penalty: 2595.503662
	Iteration 7Q: 3 clusters Score -302674.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302787.343750 Penalty: 2595.503662
	Iteration 8Q: 3 clusters Score -302787.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -302890.125000 Penalty: 2595.503662
	Iteration 9Q: 3 clusters Score -302890.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302980.437500 Penalty: 2595.503662
	Iteration 10Q: 3 clusters Score -302980.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303039.656250 Penalty: 2595.503662
	Iteration 11Q: 3 clusters Score -303039.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -303088.875000 Penalty: 2595.503662
	Iteration 12Q: 3 clusters Score -303088.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -303129.750000 Penalty: 2595.503662
	Iteration 13Q: 3 clusters Score -303129.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303180.312500 Penalty: 2595.503662
	Iteration 14Q: 3 clusters Score -303180.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -303220.843750 Penalty: 2595.503662
	Iteration 15Q: 3 clusters Score -303220.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -303249.375000 Penalty: 2595.503662
	Iteration 16Q: 3 clusters Score -303249.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303272.218750 Penalty: 2595.503662
	Iteration 17Q: 3 clusters Score -303272.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -303293.500000 Penalty: 2595.503662
	Iteration 18Q: 3 clusters Score -303293.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -303318.718750 Penalty: 2595.503662
	Iteration 19Q: 3 clusters Score -303318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303347.781250 Penalty: 2595.503662
	Iteration 20F: 3 clusters Score -303347.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -303378.062500 Penalty: 2595.503662
	Iteration 21Q: 3 clusters Score -303378.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303401.406250 Penalty: 2595.503662
	Iteration 22Q: 3 clusters Score -303401.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -303432.343750 Penalty: 2595.503662
	Iteration 23Q: 3 clusters Score -303432.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -303468.531250 Penalty: 2595.503662
	Iteration 24Q: 3 clusters Score -303468.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303506.093750 Penalty: 2595.503662
	Iteration 25Q: 3 clusters Score -303506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303571.187500 Penalty: 2595.503662
	Iteration 26Q: 3 clusters Score -303571.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -303638.593750 Penalty: 2595.503662
	Iteration 27Q: 3 clusters Score -303638.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -303683.875000 Penalty: 2595.503662
	Iteration 28Q: 3 clusters Score -303683.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -303730.156250 Penalty: 2595.503662
	Iteration 29Q: 3 clusters Score -303730.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303764.250000 Penalty: 2595.503662
	Iteration 30Q: 3 clusters Score -303764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -303785.531250 Penalty: 2595.503662
	Iteration 31Q: 3 clusters Score -303785.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -303804.656250 Penalty: 2595.503662
	Iteration 32Q: 3 clusters Score -303804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -303813.062500 Penalty: 2595.503662
	Iteration 33Q: 3 clusters Score -303813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -303818.187500 Penalty: 2595.503662
	Iteration 34Q: 3 clusters Score -303818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -303821.125000 Penalty: 2595.503662
	Iteration 35Q: 3 clusters Score -303821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -303822.906250 Penalty: 2595.503662
	Iteration 36Q: 3 clusters Score -303822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -303824.187500 Penalty: 2595.503662
	Iteration 37Q: 3 clusters Score -303824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -303824.937500 Penalty: 2595.503662
	Iteration 38Q: 3 clusters Score -303824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -303824.937500 Penalty: 2595.503662
	Iteration 39F: 3 clusters Score -303824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Entering Unmasked Estep 
Score: -5305524.000000 Penalty: 1756.495361
	Iteration 0F: 2 clusters Score -5305524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5272354.000000 Penalty: 3512.990723
	Iteration 0F: 3 clusters Score -5272354 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5285579.500000 Penalty: 3512.990723
	Iteration 1F: 3 clusters Score -5285580 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5285982.000000 Penalty: 3512.990723
	Iteration 2Q: 3 clusters Score -5285982 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5286534.000000 Penalty: 3512.990723
	Iteration 3Q: 3 clusters Score -5286534 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5287390.000000 Penalty: 3512.990723
	Iteration 4Q: 3 clusters Score -5287390 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -5288906.500000 Penalty: 3512.990723
	Iteration 5F: 3 clusters Score -5288906 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5291430.500000 Penalty: 3512.990723
	Iteration 6F: 3 clusters Score -5291430 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5295296.500000 Penalty: 3512.990723
	Iteration 7F: 3 clusters Score -5295296 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5299546.000000 Penalty: 3512.990723
	Iteration 8F: 3 clusters Score -5299546 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -5302493.500000 Penalty: 3512.990723
	Iteration 9F: 3 clusters Score -5302494 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5304064.500000 Penalty: 3512.990723
	Iteration 10Q: 3 clusters Score -5304064 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5304695.000000 Penalty: 3512.990723
	Iteration 11Q: 3 clusters Score -5304695 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5304886.000000 Penalty: 3512.990723
	Iteration 12Q: 3 clusters Score -5304886 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5304930.500000 Penalty: 3512.990723
	Iteration 13Q: 3 clusters Score -5304930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -5304967.500000 Penalty: 3512.990723
	Iteration 14Q: 3 clusters Score -5304968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -5304970.000000 Penalty: 3512.990723
	Iteration 15Q: 3 clusters Score -5304970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5304978.000000 Penalty: 3512.990723
	Iteration 16Q: 3 clusters Score -5304978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -5304987.000000 Penalty: 3512.990723
	Iteration 17Q: 3 clusters Score -5304987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5304991.500000 Penalty: 3512.990723
	Iteration 18Q: 3 clusters Score -5304992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -5304991.500000 Penalty: 3512.990723
	Iteration 19Q: 3 clusters Score -5304992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -5305000.000000 Penalty: 3512.990723
	Iteration 20F: 3 clusters Score -5305000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -5304994.500000 Penalty: 3512.990723
	Iteration 21Q: 3 clusters Score -5304994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5304995.500000 Penalty: 3512.990723
	Iteration 22Q: 3 clusters Score -5304996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5304991.500000 Penalty: 3512.990723
	Iteration 23Q: 3 clusters Score -5304992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5304994.000000 Penalty: 3512.990723
	Iteration 24Q: 3 clusters Score -5304994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5304999.500000 Penalty: 3512.990723
	Iteration 25Q: 3 clusters Score -5305000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5304996.000000 Penalty: 3512.990723
	Iteration 26Q: 3 clusters Score -5304996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5304996.000000 Penalty: 3512.990723
	Iteration 27F: 3 clusters Score -5304996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Entering Unmasked Estep 
Score: -4234988.000000 Penalty: 1720.381470
	Iteration 0F: 2 clusters Score -4234988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4208265.000000 Penalty: 3440.762939
	Iteration 0F: 3 clusters Score -4208265 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4218724.000000 Penalty: 3440.762939
	Iteration 1F: 3 clusters Score -4218724 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4219152.500000 Penalty: 3440.762939
	Iteration 2Q: 3 clusters Score -4219152 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4219593.000000 Penalty: 3440.762939
	Iteration 3Q: 3 clusters Score -4219593 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4220082.500000 Penalty: 3440.762939
	Iteration 4Q: 3 clusters Score -4220082 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4220585.500000 Penalty: 3440.762939
	Iteration 5Q: 3 clusters Score -4220586 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4221229.000000 Penalty: 3440.762939
	Iteration 6Q: 3 clusters Score -4221229 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4221995.000000 Penalty: 3440.762939
	Iteration 7Q: 3 clusters Score -4221995 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4223025.500000 Penalty: 3440.762939
	Iteration 8Q: 3 clusters Score -4223026 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4224412.000000 Penalty: 3440.762939
	Iteration 9F: 3 clusters Score -4224412 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4225755.500000 Penalty: 3440.762939
	Iteration 10F: 3 clusters Score -4225756 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4226718.000000 Penalty: 3440.762939
	Iteration 11Q: 3 clusters Score -4226718 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4227204.500000 Penalty: 3440.762939
	Iteration 12Q: 3 clusters Score -4227204 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4227451.500000 Penalty: 3440.762939
	Iteration 13Q: 3 clusters Score -4227452 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4227587.000000 Penalty: 3440.762939
	Iteration 14Q: 3 clusters Score -4227587 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4227669.000000 Penalty: 3440.762939
	Iteration 15Q: 3 clusters Score -4227669 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4227743.500000 Penalty: 3440.762939
	Iteration 16Q: 3 clusters Score -4227744 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4227846.000000 Penalty: 3440.762939
	Iteration 17Q: 3 clusters Score -4227846 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4227953.000000 Penalty: 3440.762939
	Iteration 18Q: 3 clusters Score -4227953 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4228035.500000 Penalty: 3440.762939
	Iteration 19Q: 3 clusters Score -4228036 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4228167.000000 Penalty: 3440.762939
	Iteration 20F: 3 clusters Score -4228167 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4228312.500000 Penalty: 3440.762939
	Iteration 21Q: 3 clusters Score -4228312 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4228495.500000 Penalty: 3440.762939
	Iteration 22Q: 3 clusters Score -4228496 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4228697.000000 Penalty: 3440.762939
	Iteration 23Q: 3 clusters Score -4228697 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4228931.500000 Penalty: 3440.762939
	Iteration 24Q: 3 clusters Score -4228932 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4229177.500000 Penalty: 3440.762939
	Iteration 25Q: 3 clusters Score -4229178 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4229441.500000 Penalty: 3440.762939
	Iteration 26Q: 3 clusters Score -4229442 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4229732.000000 Penalty: 3440.762939
	Iteration 27Q: 3 clusters Score -4229732 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4230055.000000 Penalty: 3440.762939
	Iteration 28Q: 3 clusters Score -4230055 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4230368.500000 Penalty: 3440.762939
	Iteration 29Q: 3 clusters Score -4230368 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4230699.000000 Penalty: 3440.762939
	Iteration 30Q: 3 clusters Score -4230699 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4231070.000000 Penalty: 3440.762939
	Iteration 31Q: 3 clusters Score -4231070 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4231429.500000 Penalty: 3440.762939
	Iteration 32Q: 3 clusters Score -4231430 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4231772.500000 Penalty: 3440.762939
	Iteration 33Q: 3 clusters Score -4231772 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4232077.000000 Penalty: 3440.762939
	Iteration 34Q: 3 clusters Score -4232077 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4232390.500000 Penalty: 3440.762939
	Iteration 35Q: 3 clusters Score -4232390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4232616.500000 Penalty: 3440.762939
	Iteration 36Q: 3 clusters Score -4232616 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4232814.000000 Penalty: 3440.762939
	Iteration 37Q: 3 clusters Score -4232814 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4232942.500000 Penalty: 3440.762939
	Iteration 38Q: 3 clusters Score -4232942 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4233056.000000 Penalty: 3440.762939
	Iteration 39Q: 3 clusters Score -4233056 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4233144.500000 Penalty: 3440.762939
	Iteration 40F: 3 clusters Score -4233144 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4233244.500000 Penalty: 3440.762939
	Iteration 41Q: 3 clusters Score -4233244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4233304.500000 Penalty: 3440.762939
	Iteration 42Q: 3 clusters Score -4233304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4233331.500000 Penalty: 3440.762939
	Iteration 43Q: 3 clusters Score -4233332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4233373.500000 Penalty: 3440.762939
	Iteration 44Q: 3 clusters Score -4233374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4233391.500000 Penalty: 3440.762939
	Iteration 45Q: 3 clusters Score -4233392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4233422.500000 Penalty: 3440.762939
	Iteration 46Q: 3 clusters Score -4233422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4233435.500000 Penalty: 3440.762939
	Iteration 47Q: 3 clusters Score -4233436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4233458.000000 Penalty: 3440.762939
	Iteration 48Q: 3 clusters Score -4233458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4233467.500000 Penalty: 3440.762939
	Iteration 49Q: 3 clusters Score -4233468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4233471.000000 Penalty: 3440.762939
	Iteration 50Q: 3 clusters Score -4233471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4233489.500000 Penalty: 3440.762939
	Iteration 51Q: 3 clusters Score -4233490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4233495.000000 Penalty: 3440.762939
	Iteration 52Q: 3 clusters Score -4233495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4233495.000000 Penalty: 3440.762939
	Iteration 53Q: 3 clusters Score -4233495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4233498.000000 Penalty: 3440.762939
	Iteration 54Q: 3 clusters Score -4233498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4233501.500000 Penalty: 3440.762939
	Iteration 55Q: 3 clusters Score -4233502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4233506.000000 Penalty: 3440.762939
	Iteration 56Q: 3 clusters Score -4233506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4233510.500000 Penalty: 3440.762939
	Iteration 57Q: 3 clusters Score -4233510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4233514.000000 Penalty: 3440.762939
	Iteration 58Q: 3 clusters Score -4233514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4233515.000000 Penalty: 3440.762939
	Iteration 59Q: 3 clusters Score -4233515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4233520.500000 Penalty: 3440.762939
	Iteration 60F: 3 clusters Score -4233520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4233525.500000 Penalty: 3440.762939
	Iteration 61Q: 3 clusters Score -4233526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4233527.500000 Penalty: 3440.762939
	Iteration 62Q: 3 clusters Score -4233528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4233528.500000 Penalty: 3440.762939
	Iteration 63Q: 3 clusters Score -4233528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4233535.500000 Penalty: 3440.762939
	Iteration 64Q: 3 clusters Score -4233536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4233534.000000 Penalty: 3440.762939
	Iteration 65Q: 3 clusters Score -4233534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4233533.500000 Penalty: 3440.762939
	Iteration 66Q: 3 clusters Score -4233534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4233539.000000 Penalty: 3440.762939
	Iteration 67Q: 3 clusters Score -4233539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4233539.000000 Penalty: 3440.762939
	Iteration 68Q: 3 clusters Score -4233539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4233539.000000 Penalty: 3440.762939
	Iteration 69F: 3 clusters Score -4233539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Entering Unmasked Estep 
Score: -2293691.250000 Penalty: 1620.546387
	Iteration 0F: 2 clusters Score -2293691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2279135.250000 Penalty: 3241.092773
	Iteration 0F: 3 clusters Score -2279135 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2284314.250000 Penalty: 3241.092773
	Iteration 1F: 3 clusters Score -2284314 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2284608.250000 Penalty: 3241.092773
	Iteration 2Q: 3 clusters Score -2284608 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2284868.750000 Penalty: 3241.092773
	Iteration 3Q: 3 clusters Score -2284869 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2285110.750000 Penalty: 3241.092773
	Iteration 4Q: 3 clusters Score -2285111 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2285356.000000 Penalty: 3241.092773
	Iteration 5Q: 3 clusters Score -2285356 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2285665.750000 Penalty: 3241.092773
	Iteration 6Q: 3 clusters Score -2285666 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2286096.250000 Penalty: 3241.092773
	Iteration 7Q: 3 clusters Score -2286096 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2286786.000000 Penalty: 3241.092773
	Iteration 8F: 3 clusters Score -2286786 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2287692.500000 Penalty: 3241.092773
	Iteration 9F: 3 clusters Score -2287692 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2288842.250000 Penalty: 3241.092773
	Iteration 10F: 3 clusters Score -2288842 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2290034.500000 Penalty: 3241.092773
	Iteration 11F: 3 clusters Score -2290034 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2291029.500000 Penalty: 3241.092773
	Iteration 12Q: 3 clusters Score -2291030 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2291596.750000 Penalty: 3241.092773
	Iteration 13Q: 3 clusters Score -2291597 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2291940.750000 Penalty: 3241.092773
	Iteration 14Q: 3 clusters Score -2291941 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2292110.750000 Penalty: 3241.092773
	Iteration 15Q: 3 clusters Score -2292111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2292184.250000 Penalty: 3241.092773
	Iteration 16Q: 3 clusters Score -2292184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2292228.750000 Penalty: 3241.092773
	Iteration 17Q: 3 clusters Score -2292229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2292254.000000 Penalty: 3241.092773
	Iteration 18Q: 3 clusters Score -2292254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2292274.250000 Penalty: 3241.092773
	Iteration 19Q: 3 clusters Score -2292274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2292289.500000 Penalty: 3241.092773
	Iteration 20F: 3 clusters Score -2292290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2292296.000000 Penalty: 3241.092773
	Iteration 21Q: 3 clusters Score -2292296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2292303.250000 Penalty: 3241.092773
	Iteration 22Q: 3 clusters Score -2292303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2292306.250000 Penalty: 3241.092773
	Iteration 23Q: 3 clusters Score -2292306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2292306.250000 Penalty: 3241.092773
	Iteration 24F: 3 clusters Score -2292306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Entering Unmasked Estep 
Score: -4961213.000000 Penalty: 1747.076904
	Iteration 0F: 2 clusters Score -4961213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4929959.500000 Penalty: 3494.153809
	Iteration 0F: 3 clusters Score -4929960 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4942550.000000 Penalty: 3494.153809
	Iteration 1F: 3 clusters Score -4942550 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4943304.500000 Penalty: 3494.153809
	Iteration 2Q: 3 clusters Score -4943304 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4944256.000000 Penalty: 3494.153809
	Iteration 3Q: 3 clusters Score -4944256 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -4945444.000000 Penalty: 3494.153809
	Iteration 4Q: 3 clusters Score -4945444 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4947074.500000 Penalty: 3494.153809
	Iteration 5F: 3 clusters Score -4947074 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4949202.500000 Penalty: 3494.153809
	Iteration 6F: 3 clusters Score -4949202 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4951621.000000 Penalty: 3494.153809
	Iteration 7F: 3 clusters Score -4951621 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4953430.000000 Penalty: 3494.153809
	Iteration 8F: 3 clusters Score -4953430 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4954167.000000 Penalty: 3494.153809
	Iteration 9Q: 3 clusters Score -4954167 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4954447.000000 Penalty: 3494.153809
	Iteration 10Q: 3 clusters Score -4954447 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4954618.000000 Penalty: 3494.153809
	Iteration 11Q: 3 clusters Score -4954618 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4954714.000000 Penalty: 3494.153809
	Iteration 12Q: 3 clusters Score -4954714 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4954823.500000 Penalty: 3494.153809
	Iteration 13Q: 3 clusters Score -4954824 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4954898.000000 Penalty: 3494.153809
	Iteration 14Q: 3 clusters Score -4954898 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4954974.000000 Penalty: 3494.153809
	Iteration 15Q: 3 clusters Score -4954974 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4955026.500000 Penalty: 3494.153809
	Iteration 16Q: 3 clusters Score -4955026 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4955072.500000 Penalty: 3494.153809
	Iteration 17Q: 3 clusters Score -4955072 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4955130.500000 Penalty: 3494.153809
	Iteration 18Q: 3 clusters Score -4955130 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4955211.500000 Penalty: 3494.153809
	Iteration 19Q: 3 clusters Score -4955212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4955288.500000 Penalty: 3494.153809
	Iteration 20F: 3 clusters Score -4955288 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4955417.500000 Penalty: 3494.153809
	Iteration 21Q: 3 clusters Score -4955418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4955488.000000 Penalty: 3494.153809
	Iteration 22Q: 3 clusters Score -4955488 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4955554.000000 Penalty: 3494.153809
	Iteration 23Q: 3 clusters Score -4955554 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4955608.500000 Penalty: 3494.153809
	Iteration 24Q: 3 clusters Score -4955608 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4955693.500000 Penalty: 3494.153809
	Iteration 25Q: 3 clusters Score -4955694 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4955777.000000 Penalty: 3494.153809
	Iteration 26Q: 3 clusters Score -4955777 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4955876.500000 Penalty: 3494.153809
	Iteration 27Q: 3 clusters Score -4955876 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4955985.500000 Penalty: 3494.153809
	Iteration 28Q: 3 clusters Score -4955986 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4956104.500000 Penalty: 3494.153809
	Iteration 29Q: 3 clusters Score -4956104 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4956245.500000 Penalty: 3494.153809
	Iteration 30Q: 3 clusters Score -4956246 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4956391.500000 Penalty: 3494.153809
	Iteration 31Q: 3 clusters Score -4956392 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4956506.500000 Penalty: 3494.153809
	Iteration 32Q: 3 clusters Score -4956506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4956655.000000 Penalty: 3494.153809
	Iteration 33Q: 3 clusters Score -4956655 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4956824.500000 Penalty: 3494.153809
	Iteration 34Q: 3 clusters Score -4956824 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4956971.000000 Penalty: 3494.153809
	Iteration 35Q: 3 clusters Score -4956971 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -4957141.500000 Penalty: 3494.153809
	Iteration 36Q: 3 clusters Score -4957142 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4957298.500000 Penalty: 3494.153809
	Iteration 37Q: 3 clusters Score -4957298 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4957476.500000 Penalty: 3494.153809
	Iteration 38Q: 3 clusters Score -4957476 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4957670.000000 Penalty: 3494.153809
	Iteration 39Q: 3 clusters Score -4957670 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4957886.500000 Penalty: 3494.153809
	Iteration 40F: 3 clusters Score -4957886 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -4958101.500000 Penalty: 3494.153809
	Iteration 41Q: 3 clusters Score -4958102 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -4958311.000000 Penalty: 3494.153809
	Iteration 42Q: 3 clusters Score -4958311 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -4958493.000000 Penalty: 3494.153809
	Iteration 43Q: 3 clusters Score -4958493 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -4958665.500000 Penalty: 3494.153809
	Iteration 44Q: 3 clusters Score -4958666 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4958796.500000 Penalty: 3494.153809
	Iteration 45Q: 3 clusters Score -4958796 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4958938.500000 Penalty: 3494.153809
	Iteration 46Q: 3 clusters Score -4958938 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -4959051.500000 Penalty: 3494.153809
	Iteration 47Q: 3 clusters Score -4959052 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -4959180.000000 Penalty: 3494.153809
	Iteration 48Q: 3 clusters Score -4959180 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -4959257.500000 Penalty: 3494.153809
	Iteration 49Q: 3 clusters Score -4959258 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -4959347.000000 Penalty: 3494.153809
	Iteration 50Q: 3 clusters Score -4959347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -4959417.000000 Penalty: 3494.153809
	Iteration 51Q: 3 clusters Score -4959417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -4959457.000000 Penalty: 3494.153809
	Iteration 52Q: 3 clusters Score -4959457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -4959508.000000 Penalty: 3494.153809
	Iteration 53Q: 3 clusters Score -4959508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -4959522.500000 Penalty: 3494.153809
	Iteration 54Q: 3 clusters Score -4959522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -4959562.500000 Penalty: 3494.153809
	Iteration 55Q: 3 clusters Score -4959562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -4959575.000000 Penalty: 3494.153809
	Iteration 56Q: 3 clusters Score -4959575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -4959593.000000 Penalty: 3494.153809
	Iteration 57Q: 3 clusters Score -4959593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -4959617.000000 Penalty: 3494.153809
	Iteration 58Q: 3 clusters Score -4959617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -4959628.500000 Penalty: 3494.153809
	Iteration 59Q: 3 clusters Score -4959628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -4959643.000000 Penalty: 3494.153809
	Iteration 60F: 3 clusters Score -4959643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -4959650.000000 Penalty: 3494.153809
	Iteration 61Q: 3 clusters Score -4959650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -4959651.000000 Penalty: 3494.153809
	Iteration 62Q: 3 clusters Score -4959651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -4959658.000000 Penalty: 3494.153809
	Iteration 63Q: 3 clusters Score -4959658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -4959663.000000 Penalty: 3494.153809
	Iteration 64Q: 3 clusters Score -4959663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -4959672.000000 Penalty: 3494.153809
	Iteration 65Q: 3 clusters Score -4959672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -4959671.500000 Penalty: 3494.153809
	Iteration 66Q: 3 clusters Score -4959672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -4959663.500000 Penalty: 3494.153809
	Iteration 67Q: 3 clusters Score -4959664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -4959671.000000 Penalty: 3494.153809
	Iteration 68Q: 3 clusters Score -4959671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -4959676.000000 Penalty: 3494.153809
	Iteration 69Q: 3 clusters Score -4959676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -4959681.500000 Penalty: 3494.153809
	Iteration 70Q: 3 clusters Score -4959682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -4959693.000000 Penalty: 3494.153809
	Iteration 71Q: 3 clusters Score -4959693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -4959699.500000 Penalty: 3494.153809
	Iteration 72Q: 3 clusters Score -4959700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -4959699.500000 Penalty: 3494.153809
	Iteration 73Q: 3 clusters Score -4959700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4959702.500000 Penalty: 3494.153809
	Iteration 74Q: 3 clusters Score -4959702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -4959704.500000 Penalty: 3494.153809
	Iteration 75Q: 3 clusters Score -4959704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -4959707.500000 Penalty: 3494.153809
	Iteration 76Q: 3 clusters Score -4959708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -4959709.000000 Penalty: 3494.153809
	Iteration 77Q: 3 clusters Score -4959709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -4959715.500000 Penalty: 3494.153809
	Iteration 78Q: 3 clusters Score -4959716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -4959714.500000 Penalty: 3494.153809
	Iteration 79Q: 3 clusters Score -4959714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -4959714.500000 Penalty: 3494.153809
	Iteration 80F: 3 clusters Score -4959714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Entering Unmasked Estep 
Score: -6256032.000000 Penalty: 1783.582642
	Iteration 0F: 2 clusters Score -6256032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -6216945.000000 Penalty: 3567.165283
	Iteration 0F: 3 clusters Score -6216945 nChanged 27689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -6232972.500000 Penalty: 3567.165283
	Iteration 1F: 3 clusters Score -6232972 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -6233770.000000 Penalty: 3567.165283
	Iteration 2Q: 3 clusters Score -6233770 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -6234810.000000 Penalty: 3567.165283
	Iteration 3Q: 3 clusters Score -6234810 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -6236196.500000 Penalty: 3567.165283
	Iteration 4F: 3 clusters Score -6236196 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6238101.000000 Penalty: 3567.165283
	Iteration 5F: 3 clusters Score -6238101 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6240794.500000 Penalty: 3567.165283
	Iteration 6F: 3 clusters Score -6240794 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -6244097.000000 Penalty: 3567.165283
	Iteration 7F: 3 clusters Score -6244097 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -6247194.500000 Penalty: 3567.165283
	Iteration 8F: 3 clusters Score -6247194 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -6249328.500000 Penalty: 3567.165283
	Iteration 9Q: 3 clusters Score -6249328 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6250546.000000 Penalty: 3567.165283
	Iteration 10Q: 3 clusters Score -6250546 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -6251267.500000 Penalty: 3567.165283
	Iteration 11Q: 3 clusters Score -6251268 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -6251754.000000 Penalty: 3567.165283
	Iteration 12Q: 3 clusters Score -6251754 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6252141.500000 Penalty: 3567.165283
	Iteration 13Q: 3 clusters Score -6252142 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -6252490.000000 Penalty: 3567.165283
	Iteration 14Q: 3 clusters Score -6252490 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -6252819.500000 Penalty: 3567.165283
	Iteration 15Q: 3 clusters Score -6252820 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6253091.000000 Penalty: 3567.165283
	Iteration 16Q: 3 clusters Score -6253091 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -6253456.500000 Penalty: 3567.165283
	Iteration 17Q: 3 clusters Score -6253456 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -6253760.000000 Penalty: 3567.165283
	Iteration 18Q: 3 clusters Score -6253760 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -6254053.500000 Penalty: 3567.165283
	Iteration 19Q: 3 clusters Score -6254054 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -6254328.500000 Penalty: 3567.165283
	Iteration 20F: 3 clusters Score -6254328 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -6254572.500000 Penalty: 3567.165283
	Iteration 21Q: 3 clusters Score -6254572 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6254789.000000 Penalty: 3567.165283
	Iteration 22Q: 3 clusters Score -6254789 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -6254960.000000 Penalty: 3567.165283
	Iteration 23Q: 3 clusters Score -6254960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -6255098.000000 Penalty: 3567.165283
	Iteration 24Q: 3 clusters Score -6255098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -6255182.000000 Penalty: 3567.165283
	Iteration 25Q: 3 clusters Score -6255182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -6255255.000000 Penalty: 3567.165283
	Iteration 26Q: 3 clusters Score -6255255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -6255296.500000 Penalty: 3567.165283
	Iteration 27Q: 3 clusters Score -6255296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -6255314.500000 Penalty: 3567.165283
	Iteration 28Q: 3 clusters Score -6255314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -6255334.500000 Penalty: 3567.165283
	Iteration 29Q: 3 clusters Score -6255334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -6255346.500000 Penalty: 3567.165283
	Iteration 30Q: 3 clusters Score -6255346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -6255343.000000 Penalty: 3567.165283
	Iteration 31Q: 3 clusters Score -6255343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -6255350.500000 Penalty: 3567.165283
	Iteration 32Q: 3 clusters Score -6255350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -6255351.000000 Penalty: 3567.165283
	Iteration 33Q: 3 clusters Score -6255351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -6255351.500000 Penalty: 3567.165283
	Iteration 34Q: 3 clusters Score -6255352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6255351.500000 Penalty: 3567.165283
	Iteration 35Q: 3 clusters Score -6255352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6255354.500000 Penalty: 3567.165283
	Iteration 36F: 3 clusters Score -6255354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -6255354.000000 Penalty: 3567.165283
	Iteration 37Q: 3 clusters Score -6255354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -6255342.000000 Penalty: 3567.165283
	Iteration 38Q: 3 clusters Score -6255342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -6255340.500000 Penalty: 3567.165283
	Iteration 39Q: 3 clusters Score -6255340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -6255345.500000 Penalty: 3567.165283
	Iteration 40F: 3 clusters Score -6255346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -6255345.500000 Penalty: 3567.165283
	Iteration 41Q: 3 clusters Score -6255346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -6255347.500000 Penalty: 3567.165283
	Iteration 42Q: 3 clusters Score -6255348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -6255353.000000 Penalty: 3567.165283
	Iteration 43Q: 3 clusters Score -6255353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -6255348.000000 Penalty: 3567.165283
	Iteration 44Q: 3 clusters Score -6255348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -6255347.500000 Penalty: 3567.165283
	Iteration 45Q: 3 clusters Score -6255348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -6255347.500000 Penalty: 3567.165283
	Iteration 46F: 3 clusters Score -6255348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -278192.250000 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -278192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -275658.062500 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -275658.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -276343.187500 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -276343.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276493.750000 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -276493.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -276583.968750 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -276584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276650.343750 Penalty: 2564.561035
	Iteration 4Q: 3 clusters Score -276650.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276699.156250 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -276699.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -276739.062500 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -276739.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -276779.437500 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -276779.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -276803.281250 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -276803.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276823.656250 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -276823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276838.625000 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -276838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -276848.656250 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -276848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -276854.843750 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -276854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -276859.156250 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -276859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276862.500000 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -276862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -276864.343750 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -276864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -276866.562500 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -276866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -276867.281250 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -276867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -276868.656250 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -276868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -276869.468750 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -276869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -276870.468750 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -276870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -276871.625000 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -276871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -276871.468750 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -276871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -276872.625000 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -276872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -276872.625000 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -276872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -276872.625000 Penalty: 2564.561035
	Iteration 25F: 3 clusters Score -276872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 164043 members 
Mstep: Class 5 contains 20304 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 137925 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30742 members 
Mstep: Class 12 contains 35742 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 39615 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 46688 members 
Mstep: Class 19 contains 58448 members 
Mstep: Class 20 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204568.000000 Penalty: 43641.613281
Iteration 159Q: 21 clusters Score -7.020457e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 14951 members 
Mstep: Class 4 contains 164065 members 
Mstep: Class 5 contains 20291 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 137847 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30730 members 
Mstep: Class 12 contains 35729 members 
Mstep: Class 13 contains 37604 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 39599 members 
Mstep: Class 17 contains 21473 members 
Mstep: Class 18 contains 46685 members 
Mstep: Class 19 contains 58485 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204648.000000 Penalty: 43641.613281
Iteration 160F: 21 clusters Score -7.020465e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 14967 members 
Mstep: Class 4 contains 164095 members 
Mstep: Class 5 contains 20272 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 9 contains 137755 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30719 members 
Mstep: Class 12 contains 35716 members 
Mstep: Class 13 contains 37626 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 39595 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 46683 members 
Mstep: Class 19 contains 58520 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 21 clusters Score -7.02047e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 14983 members 
Mstep: Class 4 contains 164136 members 
Mstep: Class 5 contains 20260 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 137659 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30711 members 
Mstep: Class 12 contains 35697 members 
Mstep: Class 13 contains 37635 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 39593 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 46680 members 
Mstep: Class 19 contains 58558 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 21 clusters Score -7.020478e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 14996 members 
Mstep: Class 4 contains 164172 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 9 contains 137560 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 30701 members 
Mstep: Class 12 contains 35686 members 
Mstep: Class 13 contains 37653 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 39590 members 
Mstep: Class 17 contains 21596 members 
Mstep: Class 18 contains 46677 members 
Mstep: Class 19 contains 58593 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 21 clusters Score -7.020486e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 15008 members 
Mstep: Class 4 contains 164234 members 
Mstep: Class 5 contains 20222 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1806 members 
Mstep: Class 9 contains 137444 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30684 members 
Mstep: Class 12 contains 35671 members 
Mstep: Class 13 contains 37672 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 39593 members 
Mstep: Class 17 contains 21625 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 58629 members 
Mstep: Class 20 contains 2674 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -7.020498e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 164334 members 
Mstep: Class 5 contains 20198 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 137295 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30669 members 
Mstep: Class 12 contains 35659 members 
Mstep: Class 13 contains 37687 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49471 members 
Mstep: Class 16 contains 39601 members 
Mstep: Class 17 contains 21659 members 
Mstep: Class 18 contains 46666 members 
Mstep: Class 19 contains 58666 members 
Mstep: Class 20 contains 2673 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -7.020498e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 4 contains 164440 members 
Mstep: Class 5 contains 20187 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 137144 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30659 members 
Mstep: Class 12 contains 35646 members 
Mstep: Class 13 contains 37707 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 49473 members 
Mstep: Class 16 contains 39598 members 
Mstep: Class 17 contains 21683 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 58706 members 
Mstep: Class 20 contains 2672 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -7.020507e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3824 members 
Mstep: Class 3 contains 15016 members 
Mstep: Class 4 contains 164544 members 
Mstep: Class 5 contains 20177 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 136987 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30649 members 
Mstep: Class 12 contains 35629 members 
Mstep: Class 13 contains 37726 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 39599 members 
Mstep: Class 17 contains 21712 members 
Mstep: Class 18 contains 46660 members 
Mstep: Class 19 contains 58747 members 
Mstep: Class 20 contains 2672 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -7.020506e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 15015 members 
Mstep: Class 4 contains 164648 members 
Mstep: Class 5 contains 20167 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 136840 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 37739 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 39610 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 58784 members 
Mstep: Class 20 contains 2673 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -7.020498e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 4 contains 164785 members 
Mstep: Class 5 contains 20155 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 136650 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 35589 members 
Mstep: Class 13 contains 37746 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 39624 members 
Mstep: Class 17 contains 21769 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 58819 members 
Mstep: Class 20 contains 2674 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -7.02051e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 15031 members 
Mstep: Class 4 contains 164942 members 
Mstep: Class 5 contains 20148 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 136440 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 30627 members 
Mstep: Class 12 contains 35577 members 
Mstep: Class 13 contains 37752 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 39632 members 
Mstep: Class 17 contains 21790 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 58857 members 
Mstep: Class 20 contains 2677 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -7.020516e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 15038 members 
Mstep: Class 4 contains 165119 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 136184 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 30616 members 
Mstep: Class 12 contains 35562 members 
Mstep: Class 13 contains 37773 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 39657 members 
Mstep: Class 17 contains 21807 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 58900 members 
Mstep: Class 20 contains 2678 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -7.020526e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 165296 members 
Mstep: Class 5 contains 20131 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 135954 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30605 members 
Mstep: Class 12 contains 35543 members 
Mstep: Class 13 contains 37793 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 39677 members 
Mstep: Class 17 contains 21817 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 58952 members 
Mstep: Class 20 contains 2678 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -7.020518e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 165460 members 
Mstep: Class 5 contains 20127 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 135720 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 35522 members 
Mstep: Class 13 contains 37823 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49465 members 
Mstep: Class 16 contains 39719 members 
Mstep: Class 17 contains 21821 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 59008 members 
Mstep: Class 20 contains 2678 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -7.02052e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 4 contains 165621 members 
Mstep: Class 5 contains 20121 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 135481 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 35515 members 
Mstep: Class 13 contains 37838 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49459 members 
Mstep: Class 16 contains 39777 members 
Mstep: Class 17 contains 21814 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 59072 members 
Mstep: Class 20 contains 2681 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -7.020534e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 4 contains 165793 members 
Mstep: Class 5 contains 20108 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 135252 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30544 members 
Mstep: Class 12 contains 35500 members 
Mstep: Class 13 contains 37858 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49457 members 
Mstep: Class 16 contains 39811 members 
Mstep: Class 17 contains 21824 members 
Mstep: Class 18 contains 46644 members 
Mstep: Class 19 contains 59128 members 
Mstep: Class 20 contains 2682 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -7.020548e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 15027 members 
Mstep: Class 4 contains 165966 members 
Mstep: Class 5 contains 20101 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 135020 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30524 members 
Mstep: Class 12 contains 35483 members 
Mstep: Class 13 contains 37878 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 39847 members 
Mstep: Class 17 contains 21829 members 
Mstep: Class 18 contains 46638 members 
Mstep: Class 19 contains 59172 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -7.020547e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 15033 members 
Mstep: Class 4 contains 166150 members 
Mstep: Class 5 contains 20088 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 134777 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30505 members 
Mstep: Class 12 contains 35456 members 
Mstep: Class 13 contains 37885 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 49459 members 
Mstep: Class 16 contains 39891 members 
Mstep: Class 17 contains 21846 members 
Mstep: Class 18 contains 46632 members 
Mstep: Class 19 contains 59214 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -7.020568e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 15039 members 
Mstep: Class 4 contains 166389 members 
Mstep: Class 5 contains 20072 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 134495 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30483 members 
Mstep: Class 12 contains 35432 members 
Mstep: Class 13 contains 37882 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 49464 members 
Mstep: Class 16 contains 39933 members 
Mstep: Class 17 contains 21854 members 
Mstep: Class 18 contains 46630 members 
Mstep: Class 19 contains 59265 members 
Mstep: Class 20 contains 2687 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -7.02056e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 15044 members 
Mstep: Class 4 contains 166634 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 134208 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 30467 members 
Mstep: Class 12 contains 35401 members 
Mstep: Class 13 contains 37896 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 39973 members 
Mstep: Class 17 contains 21864 members 
Mstep: Class 18 contains 46626 members 
Mstep: Class 19 contains 59305 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -7.020559e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 15049 members 
Mstep: Class 4 contains 166863 members 
Mstep: Class 5 contains 20035 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 133913 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30443 members 
Mstep: Class 12 contains 35379 members 
Mstep: Class 13 contains 37901 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 40042 members 
Mstep: Class 17 contains 21878 members 
Mstep: Class 18 contains 46627 members 
Mstep: Class 19 contains 59333 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -7.020561e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 167102 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 133619 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30421 members 
Mstep: Class 12 contains 35347 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 40108 members 
Mstep: Class 17 contains 21894 members 
Mstep: Class 18 contains 46621 members 
Mstep: Class 19 contains 59363 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -7.020573e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 15046 members 
Mstep: Class 4 contains 167338 members 
Mstep: Class 5 contains 20011 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 133321 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 35322 members 
Mstep: Class 13 contains 37934 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 40186 members 
Mstep: Class 17 contains 21915 members 
Mstep: Class 18 contains 46616 members 
Mstep: Class 19 contains 59391 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -7.020575e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 15042 members 
Mstep: Class 4 contains 167599 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 132995 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 35300 members 
Mstep: Class 13 contains 37950 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 40270 members 
Mstep: Class 17 contains 21930 members 
Mstep: Class 18 contains 46616 members 
Mstep: Class 19 contains 59418 members 
Mstep: Class 20 contains 2689 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -7.02057e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 167881 members 
Mstep: Class 5 contains 19955 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 132617 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 30341 members 
Mstep: Class 12 contains 35284 members 
Mstep: Class 13 contains 37968 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 21947 members 
Mstep: Class 18 contains 46620 members 
Mstep: Class 19 contains 59460 members 
Mstep: Class 20 contains 2690 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -7.020579e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 168116 members 
Mstep: Class 5 contains 19933 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 132285 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30314 members 
Mstep: Class 12 contains 35274 members 
Mstep: Class 13 contains 37984 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 40440 members 
Mstep: Class 17 contains 21962 members 
Mstep: Class 18 contains 46622 members 
Mstep: Class 19 contains 59515 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -7.02059e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 168404 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 131912 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 30277 members 
Mstep: Class 12 contains 35259 members 
Mstep: Class 13 contains 37990 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 40533 members 
Mstep: Class 17 contains 21971 members 
Mstep: Class 18 contains 46621 members 
Mstep: Class 19 contains 59575 members 
Mstep: Class 20 contains 2696 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -7.020608e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 4 contains 168707 members 
Mstep: Class 5 contains 19901 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 131522 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 30243 members 
Mstep: Class 12 contains 35236 members 
Mstep: Class 13 contains 37997 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 40622 members 
Mstep: Class 17 contains 21983 members 
Mstep: Class 18 contains 46618 members 
Mstep: Class 19 contains 59625 members 
Mstep: Class 20 contains 2698 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -7.020614e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 169022 members 
Mstep: Class 5 contains 19886 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 131127 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 30224 members 
Mstep: Class 12 contains 35220 members 
Mstep: Class 13 contains 38002 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 40697 members 
Mstep: Class 17 contains 21987 members 
Mstep: Class 18 contains 46605 members 
Mstep: Class 19 contains 59681 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -7.020631e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 169355 members 
Mstep: Class 5 contains 19881 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 130715 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 30204 members 
Mstep: Class 12 contains 35210 members 
Mstep: Class 13 contains 38009 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49464 members 
Mstep: Class 16 contains 40760 members 
Mstep: Class 17 contains 21988 members 
Mstep: Class 18 contains 46598 members 
Mstep: Class 19 contains 59735 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206552.000000 Penalty: 43641.613281
Iteration 189Q: 21 clusters Score -7.020655e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 15043 members 
Mstep: Class 4 contains 169645 members 
Mstep: Class 5 contains 19870 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 130306 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 30186 members 
Mstep: Class 12 contains 35197 members 
Mstep: Class 13 contains 38019 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 46593 members 
Mstep: Class 19 contains 59790 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206720.000000 Penalty: 43641.613281
Iteration 190Q: 21 clusters Score -7.020672e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 15055 members 
Mstep: Class 4 contains 169967 members 
Mstep: Class 5 contains 19857 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 129876 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 11 contains 30163 members 
Mstep: Class 12 contains 35191 members 
Mstep: Class 13 contains 38019 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 40931 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 59861 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206848.000000 Penalty: 43641.613281
Iteration 191Q: 21 clusters Score -7.020685e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 15057 members 
Mstep: Class 4 contains 170277 members 
Mstep: Class 5 contains 19840 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 129428 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 30152 members 
Mstep: Class 12 contains 35179 members 
Mstep: Class 13 contains 38014 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49465 members 
Mstep: Class 16 contains 41032 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 59935 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206872.000000 Penalty: 43641.613281
Iteration 192Q: 21 clusters Score -7.020687e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 170583 members 
Mstep: Class 5 contains 19831 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 128978 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 30143 members 
Mstep: Class 12 contains 35166 members 
Mstep: Class 13 contains 38011 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 49460 members 
Mstep: Class 16 contains 41132 members 
Mstep: Class 17 contains 22007 members 
Mstep: Class 18 contains 46579 members 
Mstep: Class 19 contains 60010 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207088.000000 Penalty: 43641.613281
Iteration 193Q: 21 clusters Score -7.020709e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 4 contains 170862 members 
Mstep: Class 5 contains 19816 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 128544 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 30129 members 
Mstep: Class 12 contains 35162 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 2939 members 
Mstep: Class 15 contains 49453 members 
Mstep: Class 16 contains 41235 members 
Mstep: Class 17 contains 22019 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 60095 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207144.000000 Penalty: 43641.613281
Iteration 194Q: 21 clusters Score -7.020714e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 15056 members 
Mstep: Class 4 contains 171139 members 
Mstep: Class 5 contains 19809 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 128085 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 30113 members 
Mstep: Class 12 contains 35156 members 
Mstep: Class 13 contains 38020 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 22031 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 60174 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207184.000000 Penalty: 43641.613281
Iteration 195Q: 21 clusters Score -7.020718e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 4 contains 171431 members 
Mstep: Class 5 contains 19807 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 127603 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 30106 members 
Mstep: Class 12 contains 35154 members 
Mstep: Class 13 contains 38021 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 22037 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 60265 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207272.000000 Penalty: 43641.613281
Iteration 196Q: 21 clusters Score -7.020727e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 171746 members 
Mstep: Class 5 contains 19801 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 127096 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 30100 members 
Mstep: Class 12 contains 35153 members 
Mstep: Class 13 contains 38020 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49453 members 
Mstep: Class 16 contains 41549 members 
Mstep: Class 17 contains 22042 members 
Mstep: Class 18 contains 46584 members 
Mstep: Class 19 contains 60355 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207448.000000 Penalty: 43641.613281
Iteration 197Q: 21 clusters Score -7.020745e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 172050 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 126610 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 30095 members 
Mstep: Class 12 contains 35146 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49458 members 
Mstep: Class 16 contains 41669 members 
Mstep: Class 17 contains 22058 members 
Mstep: Class 18 contains 46582 members 
Mstep: Class 19 contains 60419 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207536.000000 Penalty: 43641.613281
Iteration 198Q: 21 clusters Score -7.020754e+07 nChanged 755
Entering ConstructFrom: 
Score: -70207536.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (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: -222071.562500 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -222071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219780.406250 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -219780.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -220330.750000 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -220330.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -220534.437500 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -220534.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -220727.890625 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -220727.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220950.250000 Penalty: 2520.067139
	Iteration 4F: 3 clusters Score -220950.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -221269.328125 Penalty: 2520.067139
	Iteration 5F: 3 clusters Score -221269.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221636.781250 Penalty: 2520.067139
	Iteration 6F: 3 clusters Score -221636.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221866.390625 Penalty: 2520.067139
	Iteration 7F: 3 clusters Score -221866.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221970.156250 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -221970.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -222016.609375 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -222016.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -222040.359375 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -222040.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222052.281250 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -222052.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -222066.734375 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -222066.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222080.890625 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -222080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222086.296875 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -222086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222095.421875 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -222095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -222099.109375 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -222099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222099.968750 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -222100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222099.968750 Penalty: 2520.067139
	Iteration 18F: 3 clusters Score -222100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 172376 members 
Mstep: Class 5 contains 19788 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 126142 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 35147 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49460 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 22065 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 60479 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 583 members 
Entering Unmasked Estep 
Score: -70206792.000000 Penalty: 45823.691406
Splitting cluster 1 changes total score from -70207536.000000 to -70206792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -395404.000000 Penalty: 1347.945435
	Iteration 0F: 2 clusters Score -395404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -392012.000000 Penalty: 2695.890869
	Iteration 0F: 3 clusters Score -392012 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -393060.343750 Penalty: 2695.890869
	Iteration 1F: 3 clusters Score -393060.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -393264.781250 Penalty: 2695.890869
	Iteration 2F: 3 clusters Score -393264.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -393415.625000 Penalty: 2695.890869
	Iteration 3F: 3 clusters Score -393415.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -393558.218750 Penalty: 2695.890869
	Iteration 4Q: 3 clusters Score -393558.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -393691.906250 Penalty: 2695.890869
	Iteration 5Q: 3 clusters Score -393691.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -393822.906250 Penalty: 2695.890869
	Iteration 6Q: 3 clusters Score -393822.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -393923.468750 Penalty: 2695.890869
	Iteration 7Q: 3 clusters Score -393923.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -393998.437500 Penalty: 2695.890869
	Iteration 8Q: 3 clusters Score -393998.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -394060.937500 Penalty: 2695.890869
	Iteration 9Q: 3 clusters Score -394060.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -394116.937500 Penalty: 2695.890869
	Iteration 10Q: 3 clusters Score -394116.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -394167.375000 Penalty: 2695.890869
	Iteration 11Q: 3 clusters Score -394167.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -394223.281250 Penalty: 2695.890869
	Iteration 12Q: 3 clusters Score -394223.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -394278.281250 Penalty: 2695.890869
	Iteration 13Q: 3 clusters Score -394278.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -394334.500000 Penalty: 2695.890869
	Iteration 14Q: 3 clusters Score -394334.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -394400.906250 Penalty: 2695.890869
	Iteration 15Q: 3 clusters Score -394400.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394473.187500 Penalty: 2695.890869
	Iteration 16Q: 3 clusters Score -394473.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -394562.500000 Penalty: 2695.890869
	Iteration 17Q: 3 clusters Score -394562.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394644.937500 Penalty: 2695.890869
	Iteration 18Q: 3 clusters Score -394644.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -394705.750000 Penalty: 2695.890869
	Iteration 19Q: 3 clusters Score -394705.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -394784.968750 Penalty: 2695.890869
	Iteration 20F: 3 clusters Score -394785 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -394863.093750 Penalty: 2695.890869
	Iteration 21Q: 3 clusters Score -394863.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -394912.781250 Penalty: 2695.890869
	Iteration 22Q: 3 clusters Score -394912.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -394950.281250 Penalty: 2695.890869
	Iteration 23Q: 3 clusters Score -394950.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -394979.875000 Penalty: 2695.890869
	Iteration 24Q: 3 clusters Score -394979.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -395008.562500 Penalty: 2695.890869
	Iteration 25Q: 3 clusters Score -395008.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -395028.812500 Penalty: 2695.890869
	Iteration 26Q: 3 clusters Score -395028.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -395039.500000 Penalty: 2695.890869
	Iteration 27Q: 3 clusters Score -395039.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -395050.062500 Penalty: 2695.890869
	Iteration 28Q: 3 clusters Score -395050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -395065.437500 Penalty: 2695.890869
	Iteration 29Q: 3 clusters Score -395065.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -395078.906250 Penalty: 2695.890869
	Iteration 30Q: 3 clusters Score -395078.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -395092.906250 Penalty: 2695.890869
	Iteration 31Q: 3 clusters Score -395092.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -395102.812500 Penalty: 2695.890869
	Iteration 32Q: 3 clusters Score -395102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -395111.343750 Penalty: 2695.890869
	Iteration 33Q: 3 clusters Score -395111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -395118.625000 Penalty: 2695.890869
	Iteration 34Q: 3 clusters Score -395118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -395126.125000 Penalty: 2695.890869
	Iteration 35Q: 3 clusters Score -395126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -395133.093750 Penalty: 2695.890869
	Iteration 36Q: 3 clusters Score -395133.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -395141.093750 Penalty: 2695.890869
	Iteration 37Q: 3 clusters Score -395141.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -395150.250000 Penalty: 2695.890869
	Iteration 38Q: 3 clusters Score -395150.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -395154.500000 Penalty: 2695.890869
	Iteration 39Q: 3 clusters Score -395154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -395160.000000 Penalty: 2695.890869
	Iteration 40F: 3 clusters Score -395160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -395163.906250 Penalty: 2695.890869
	Iteration 41Q: 3 clusters Score -395163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -395168.031250 Penalty: 2695.890869
	Iteration 42Q: 3 clusters Score -395168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -395170.812500 Penalty: 2695.890869
	Iteration 43Q: 3 clusters Score -395170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -395171.062500 Penalty: 2695.890869
	Iteration 44Q: 3 clusters Score -395171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -395171.656250 Penalty: 2695.890869
	Iteration 45Q: 3 clusters Score -395171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -395173.906250 Penalty: 2695.890869
	Iteration 46Q: 3 clusters Score -395173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -395174.812500 Penalty: 2695.890869
	Iteration 47Q: 3 clusters Score -395174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -395174.906250 Penalty: 2695.890869
	Iteration 48Q: 3 clusters Score -395174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -395174.906250 Penalty: 2695.890869
	Iteration 49F: 3 clusters Score -395174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1609567.000000 Penalty: 1562.893066
	Iteration 0F: 2 clusters Score -1609567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1599117.625000 Penalty: 3125.786133
	Iteration 0F: 3 clusters Score -1599118 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1602772.500000 Penalty: 3125.786133
	Iteration 1F: 3 clusters Score -1602772 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1603089.625000 Penalty: 3125.786133
	Iteration 2F: 3 clusters Score -1603090 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1603426.750000 Penalty: 3125.786133
	Iteration 3F: 3 clusters Score -1603427 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1603821.375000 Penalty: 3125.786133
	Iteration 4F: 3 clusters Score -1603821 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1604367.500000 Penalty: 3125.786133
	Iteration 5F: 3 clusters Score -1604368 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1605047.000000 Penalty: 3125.786133
	Iteration 6F: 3 clusters Score -1605047 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1605814.500000 Penalty: 3125.786133
	Iteration 7F: 3 clusters Score -1605814 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1606578.000000 Penalty: 3125.786133
	Iteration 8F: 3 clusters Score -1606578 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1607117.125000 Penalty: 3125.786133
	Iteration 9Q: 3 clusters Score -1607117 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1607475.625000 Penalty: 3125.786133
	Iteration 10Q: 3 clusters Score -1607476 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1607738.750000 Penalty: 3125.786133
	Iteration 11Q: 3 clusters Score -1607739 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1607912.250000 Penalty: 3125.786133
	Iteration 12Q: 3 clusters Score -1607912 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1608025.000000 Penalty: 3125.786133
	Iteration 13Q: 3 clusters Score -1608025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1608081.000000 Penalty: 3125.786133
	Iteration 14Q: 3 clusters Score -1608081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1608117.000000 Penalty: 3125.786133
	Iteration 15Q: 3 clusters Score -1608117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1608141.625000 Penalty: 3125.786133
	Iteration 16Q: 3 clusters Score -1608142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1608155.500000 Penalty: 3125.786133
	Iteration 17Q: 3 clusters Score -1608156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1608169.500000 Penalty: 3125.786133
	Iteration 18Q: 3 clusters Score -1608170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1608184.750000 Penalty: 3125.786133
	Iteration 19Q: 3 clusters Score -1608185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1608194.625000 Penalty: 3125.786133
	Iteration 20F: 3 clusters Score -1608195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1608204.125000 Penalty: 3125.786133
	Iteration 21Q: 3 clusters Score -1608204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1608219.500000 Penalty: 3125.786133
	Iteration 22Q: 3 clusters Score -1608220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1608235.500000 Penalty: 3125.786133
	Iteration 23Q: 3 clusters Score -1608236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1608242.500000 Penalty: 3125.786133
	Iteration 24Q: 3 clusters Score -1608242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1608254.500000 Penalty: 3125.786133
	Iteration 25Q: 3 clusters Score -1608254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1608264.875000 Penalty: 3125.786133
	Iteration 26Q: 3 clusters Score -1608265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1608278.375000 Penalty: 3125.786133
	Iteration 27Q: 3 clusters Score -1608278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1608293.500000 Penalty: 3125.786133
	Iteration 28Q: 3 clusters Score -1608294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1608306.250000 Penalty: 3125.786133
	Iteration 29Q: 3 clusters Score -1608306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1608309.000000 Penalty: 3125.786133
	Iteration 30Q: 3 clusters Score -1608309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1608319.125000 Penalty: 3125.786133
	Iteration 31Q: 3 clusters Score -1608319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1608319.750000 Penalty: 3125.786133
	Iteration 32Q: 3 clusters Score -1608320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1608322.375000 Penalty: 3125.786133
	Iteration 33Q: 3 clusters Score -1608322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1608325.750000 Penalty: 3125.786133
	Iteration 34Q: 3 clusters Score -1608326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1608332.125000 Penalty: 3125.786133
	Iteration 35Q: 3 clusters Score -1608332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1608336.375000 Penalty: 3125.786133
	Iteration 36Q: 3 clusters Score -1608336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1608337.125000 Penalty: 3125.786133
	Iteration 37Q: 3 clusters Score -1608337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1608336.000000 Penalty: 3125.786133
	Iteration 38Q: 3 clusters Score -1608336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1608338.500000 Penalty: 3125.786133
	Iteration 39Q: 3 clusters Score -1608338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1608339.500000 Penalty: 3125.786133
	Iteration 40F: 3 clusters Score -1608340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1608340.375000 Penalty: 3125.786133
	Iteration 41Q: 3 clusters Score -1608340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1608343.750000 Penalty: 3125.786133
	Iteration 42Q: 3 clusters Score -1608344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1608344.375000 Penalty: 3125.786133
	Iteration 43Q: 3 clusters Score -1608344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1608344.625000 Penalty: 3125.786133
	Iteration 44Q: 3 clusters Score -1608345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1608345.250000 Penalty: 3125.786133
	Iteration 45Q: 3 clusters Score -1608345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1608344.625000 Penalty: 3125.786133
	Iteration 46Q: 3 clusters Score -1608345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1608346.500000 Penalty: 3125.786133
	Iteration 47Q: 3 clusters Score -1608346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1608348.000000 Penalty: 3125.786133
	Iteration 48Q: 3 clusters Score -1608348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1608345.625000 Penalty: 3125.786133
	Iteration 49Q: 3 clusters Score -1608346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1608345.375000 Penalty: 3125.786133
	Iteration 50Q: 3 clusters Score -1608345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1608345.000000 Penalty: 3125.786133
	Iteration 51Q: 3 clusters Score -1608345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1608345.000000 Penalty: 3125.786133
	Iteration 52F: 3 clusters Score -1608345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (172376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172376 members 
Entering Unmasked Estep 
Score: -18139202.000000 Penalty: 1959.332886
	Iteration 0F: 2 clusters Score -1.81392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -18024962.000000 Penalty: 3918.665771
	Iteration 0F: 3 clusters Score -1.802496e+07 nChanged 83154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -18073546.000000 Penalty: 3918.665771
	Iteration 1F: 3 clusters Score -1.807355e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -18074178.000000 Penalty: 3918.665771
	Iteration 2Q: 3 clusters Score -1.807418e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -18074914.000000 Penalty: 3918.665771
	Iteration 3Q: 3 clusters Score -1.807491e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -18075994.000000 Penalty: 3918.665771
	Iteration 4Q: 3 clusters Score -1.807599e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -18077552.000000 Penalty: 3918.665771
	Iteration 5Q: 3 clusters Score -1.807755e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -18080196.000000 Penalty: 3918.665771
	Iteration 6Q: 3 clusters Score -1.80802e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -18084970.000000 Penalty: 3918.665771
	Iteration 7F: 3 clusters Score -1.808497e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120536 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -18093312.000000 Penalty: 3918.665771
	Iteration 8F: 3 clusters Score -1.809331e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133005 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -18105078.000000 Penalty: 3918.665771
	Iteration 9F: 3 clusters Score -1.810508e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -18116886.000000 Penalty: 3918.665771
	Iteration 10F: 3 clusters Score -1.811689e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -18125508.000000 Penalty: 3918.665771
	Iteration 11Q: 3 clusters Score -1.812551e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -18130280.000000 Penalty: 3918.665771
	Iteration 12Q: 3 clusters Score -1.813028e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -18132664.000000 Penalty: 3918.665771
	Iteration 13Q: 3 clusters Score -1.813266e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158739 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -18133850.000000 Penalty: 3918.665771
	Iteration 14Q: 3 clusters Score -1.813385e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -18134558.000000 Penalty: 3918.665771
	Iteration 15Q: 3 clusters Score -1.813456e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -18135004.000000 Penalty: 3918.665771
	Iteration 16Q: 3 clusters Score -1.8135e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161928 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -18135332.000000 Penalty: 3918.665771
	Iteration 17Q: 3 clusters Score -1.813533e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -18135602.000000 Penalty: 3918.665771
	Iteration 18Q: 3 clusters Score -1.81356e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -18135828.000000 Penalty: 3918.665771
	Iteration 19Q: 3 clusters Score -1.813583e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -18136096.000000 Penalty: 3918.665771
	Iteration 20F: 3 clusters Score -1.81361e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164740 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -18136316.000000 Penalty: 3918.665771
	Iteration 21Q: 3 clusters Score -1.813632e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -18136484.000000 Penalty: 3918.665771
	Iteration 22Q: 3 clusters Score -1.813648e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -18136554.000000 Penalty: 3918.665771
	Iteration 23Q: 3 clusters Score -1.813655e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -18136676.000000 Penalty: 3918.665771
	Iteration 24Q: 3 clusters Score -1.813668e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -18136678.000000 Penalty: 3918.665771
	Iteration 25Q: 3 clusters Score -1.813668e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -18136766.000000 Penalty: 3918.665771
	Iteration 26Q: 3 clusters Score -1.813677e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -18136772.000000 Penalty: 3918.665771
	Iteration 27Q: 3 clusters Score -1.813677e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167725 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -18136830.000000 Penalty: 3918.665771
	Iteration 28Q: 3 clusters Score -1.813683e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -18136952.000000 Penalty: 3918.665771
	Iteration 29Q: 3 clusters Score -1.813695e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -18137018.000000 Penalty: 3918.665771
	Iteration 30Q: 3 clusters Score -1.813702e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -18137034.000000 Penalty: 3918.665771
	Iteration 31Q: 3 clusters Score -1.813703e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -18137070.000000 Penalty: 3918.665771
	Iteration 32Q: 3 clusters Score -1.813707e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -18137094.000000 Penalty: 3918.665771
	Iteration 33Q: 3 clusters Score -1.813709e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -18137136.000000 Penalty: 3918.665771
	Iteration 34Q: 3 clusters Score -1.813714e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -18137162.000000 Penalty: 3918.665771
	Iteration 35Q: 3 clusters Score -1.813716e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -18137150.000000 Penalty: 3918.665771
	Iteration 36Q: 3 clusters Score -1.813715e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -18137194.000000 Penalty: 3918.665771
	Iteration 37Q: 3 clusters Score -1.813719e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170010 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -18137216.000000 Penalty: 3918.665771
	Iteration 38Q: 3 clusters Score -1.813722e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -18137260.000000 Penalty: 3918.665771
	Iteration 39Q: 3 clusters Score -1.813726e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -18137286.000000 Penalty: 3918.665771
	Iteration 40F: 3 clusters Score -1.813729e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -18137332.000000 Penalty: 3918.665771
	Iteration 41Q: 3 clusters Score -1.813733e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18137312.000000 Penalty: 3918.665771
	Iteration 42Q: 3 clusters Score -1.813731e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -18137332.000000 Penalty: 3918.665771
	Iteration 43Q: 3 clusters Score -1.813733e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170722 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -18137356.000000 Penalty: 3918.665771
	Iteration 44Q: 3 clusters Score -1.813736e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -18137378.000000 Penalty: 3918.665771
	Iteration 45Q: 3 clusters Score -1.813738e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -18137344.000000 Penalty: 3918.665771
	Iteration 46Q: 3 clusters Score -1.813734e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170992 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -18137382.000000 Penalty: 3918.665771
	Iteration 47Q: 3 clusters Score -1.813738e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171067 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18137416.000000 Penalty: 3918.665771
	Iteration 48Q: 3 clusters Score -1.813742e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171137 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18137410.000000 Penalty: 3918.665771
	Iteration 49Q: 3 clusters Score -1.813741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18137438.000000 Penalty: 3918.665771
	Iteration 50Q: 3 clusters Score -1.813744e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18137450.000000 Penalty: 3918.665771
	Iteration 51Q: 3 clusters Score -1.813745e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18137468.000000 Penalty: 3918.665771
	Iteration 52Q: 3 clusters Score -1.813747e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18137492.000000 Penalty: 3918.665771
	Iteration 53Q: 3 clusters Score -1.813749e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18137506.000000 Penalty: 3918.665771
	Iteration 54Q: 3 clusters Score -1.813751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18137538.000000 Penalty: 3918.665771
	Iteration 55Q: 3 clusters Score -1.813754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171501 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -18137544.000000 Penalty: 3918.665771
	Iteration 56Q: 3 clusters Score -1.813754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18137558.000000 Penalty: 3918.665771
	Iteration 57Q: 3 clusters Score -1.813756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171553 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18137574.000000 Penalty: 3918.665771
	Iteration 58Q: 3 clusters Score -1.813757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171576 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18137566.000000 Penalty: 3918.665771
	Iteration 59Q: 3 clusters Score -1.813757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18137578.000000 Penalty: 3918.665771
	Iteration 60F: 3 clusters Score -1.813758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18137596.000000 Penalty: 3918.665771
	Iteration 61Q: 3 clusters Score -1.81376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18137604.000000 Penalty: 3918.665771
	Iteration 62Q: 3 clusters Score -1.81376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18137622.000000 Penalty: 3918.665771
	Iteration 63Q: 3 clusters Score -1.813762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18137630.000000 Penalty: 3918.665771
	Iteration 64Q: 3 clusters Score -1.813763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18137632.000000 Penalty: 3918.665771
	Iteration 65Q: 3 clusters Score -1.813763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18137640.000000 Penalty: 3918.665771
	Iteration 66Q: 3 clusters Score -1.813764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18137636.000000 Penalty: 3918.665771
	Iteration 67Q: 3 clusters Score -1.813764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18137648.000000 Penalty: 3918.665771
	Iteration 68Q: 3 clusters Score -1.813765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171714 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18137640.000000 Penalty: 3918.665771
	Iteration 69Q: 3 clusters Score -1.813764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18137636.000000 Penalty: 3918.665771
	Iteration 70Q: 3 clusters Score -1.813764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18137648.000000 Penalty: 3918.665771
	Iteration 71Q: 3 clusters Score -1.813765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18137654.000000 Penalty: 3918.665771
	Iteration 72Q: 3 clusters Score -1.813765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18137652.000000 Penalty: 3918.665771
	Iteration 73Q: 3 clusters Score -1.813765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18137648.000000 Penalty: 3918.665771
	Iteration 74Q: 3 clusters Score -1.813765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171775 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18137654.000000 Penalty: 3918.665771
	Iteration 75Q: 3 clusters Score -1.813765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18137646.000000 Penalty: 3918.665771
	Iteration 76Q: 3 clusters Score -1.813765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18137646.000000 Penalty: 3918.665771
	Iteration 77Q: 3 clusters Score -1.813765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18137652.000000 Penalty: 3918.665771
	Iteration 78Q: 3 clusters Score -1.813765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18137656.000000 Penalty: 3918.665771
	Iteration 79Q: 3 clusters Score -1.813766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18137656.000000 Penalty: 3918.665771
	Iteration 80F: 3 clusters Score -1.813766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2118795.750000 Penalty: 1607.584961
	Iteration 0F: 2 clusters Score -2118796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2105302.500000 Penalty: 3215.169922
	Iteration 0F: 3 clusters Score -2105302 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2110422.500000 Penalty: 3215.169922
	Iteration 1F: 3 clusters Score -2110422 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2110932.000000 Penalty: 3215.169922
	Iteration 2F: 3 clusters Score -2110932 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2111441.750000 Penalty: 3215.169922
	Iteration 3F: 3 clusters Score -2111442 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2111995.750000 Penalty: 3215.169922
	Iteration 4F: 3 clusters Score -2111996 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2112613.000000 Penalty: 3215.169922
	Iteration 5F: 3 clusters Score -2112613 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2113286.000000 Penalty: 3215.169922
	Iteration 6F: 3 clusters Score -2113286 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2113969.750000 Penalty: 3215.169922
	Iteration 7Q: 3 clusters Score -2113970 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2114702.750000 Penalty: 3215.169922
	Iteration 8Q: 3 clusters Score -2114703 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2115412.750000 Penalty: 3215.169922
	Iteration 9Q: 3 clusters Score -2115413 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2115983.500000 Penalty: 3215.169922
	Iteration 10Q: 3 clusters Score -2115984 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2116397.750000 Penalty: 3215.169922
	Iteration 11Q: 3 clusters Score -2116398 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2116696.500000 Penalty: 3215.169922
	Iteration 12Q: 3 clusters Score -2116696 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2116919.250000 Penalty: 3215.169922
	Iteration 13Q: 3 clusters Score -2116919 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2117056.250000 Penalty: 3215.169922
	Iteration 14Q: 3 clusters Score -2117056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2117166.750000 Penalty: 3215.169922
	Iteration 15Q: 3 clusters Score -2117167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2117249.000000 Penalty: 3215.169922
	Iteration 16Q: 3 clusters Score -2117249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2117299.500000 Penalty: 3215.169922
	Iteration 17Q: 3 clusters Score -2117300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2117332.500000 Penalty: 3215.169922
	Iteration 18Q: 3 clusters Score -2117332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2117348.750000 Penalty: 3215.169922
	Iteration 19Q: 3 clusters Score -2117349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2117362.500000 Penalty: 3215.169922
	Iteration 20F: 3 clusters Score -2117362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2117380.500000 Penalty: 3215.169922
	Iteration 21Q: 3 clusters Score -2117380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2117394.750000 Penalty: 3215.169922
	Iteration 22Q: 3 clusters Score -2117395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2117404.750000 Penalty: 3215.169922
	Iteration 23Q: 3 clusters Score -2117405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2117419.500000 Penalty: 3215.169922
	Iteration 24Q: 3 clusters Score -2117420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2117425.750000 Penalty: 3215.169922
	Iteration 25Q: 3 clusters Score -2117426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2117429.750000 Penalty: 3215.169922
	Iteration 26Q: 3 clusters Score -2117430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2117430.250000 Penalty: 3215.169922
	Iteration 27Q: 3 clusters Score -2117430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2117430.250000 Penalty: 3215.169922
	Iteration 28Q: 3 clusters Score -2117430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2117430.250000 Penalty: 3215.169922
	Iteration 29F: 3 clusters Score -2117430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27269.644531 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27269.64 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27468.625000 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27468.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27558.472656 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27558.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27623.138672 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -27623.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27665.982422 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27665.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27678.222656 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27678.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27702.759766 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27702.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27715.320312 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27715.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27739.884766 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27739.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27772.134766 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27772.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27784.388672 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -27784.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27794.365234 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -27794.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27795.191406 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -27795.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27795.191406 Penalty: 1900.092651
	Iteration 13F: 3 clusters Score -27795.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -42914.058594 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -42914.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41970.582031 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -41970.58 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42208.367188 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -42208.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42453.992188 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -42453.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42630.246094 Penalty: 1989.810181
	Iteration 3F: 3 clusters Score -42630.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42826.617188 Penalty: 1989.810181
	Iteration 4F: 3 clusters Score -42826.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -42907.460938 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -42907.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42928.613281 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -42928.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42953.398438 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -42953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42973.425781 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -42973.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42973.425781 Penalty: 1989.810181
	Iteration 9F: 3 clusters Score -42973.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 172376 members 
Mstep: Class 5 contains 19788 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 82 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 126142 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 35147 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49460 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 22065 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 60479 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 374 members 
Entering Unmasked Estep 
Score: -70206584.000000 Penalty: 45823.691406
Splitting cluster 7 changes total score from -70207536.000000 to -70206584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -162512.156250 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -162512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160742.765625 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -160742.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161067.046875 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -161067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161139.953125 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -161140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161180.343750 Penalty: 2383.869141
	Iteration 3Q: 3 clusters Score -161180.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161200.562500 Penalty: 2383.869141
	Iteration 4Q: 3 clusters Score -161200.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161219.265625 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -161219.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161243.000000 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -161243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161260.703125 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -161260.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161276.593750 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -161276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161286.812500 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -161286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161296.640625 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -161296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161301.046875 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -161301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161303.718750 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -161303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161306.031250 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -161306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161309.468750 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -161309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161313.812500 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -161313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -161319.765625 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -161319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -161325.640625 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -161325.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161332.312500 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -161332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161336.281250 Penalty: 2383.869141
	Iteration 19Q: 3 clusters Score -161336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161337.734375 Penalty: 2383.869141
	Iteration 20F: 3 clusters Score -161337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161338.187500 Penalty: 2383.869141
	Iteration 21Q: 3 clusters Score -161338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161339.687500 Penalty: 2383.869141
	Iteration 22Q: 3 clusters Score -161339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -161340.609375 Penalty: 2383.869141
	Iteration 23Q: 3 clusters Score -161340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161342.312500 Penalty: 2383.869141
	Iteration 24Q: 3 clusters Score -161342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161345.109375 Penalty: 2383.869141
	Iteration 25Q: 3 clusters Score -161345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161347.796875 Penalty: 2383.869141
	Iteration 26Q: 3 clusters Score -161347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161349.421875 Penalty: 2383.869141
	Iteration 27Q: 3 clusters Score -161349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -161351.031250 Penalty: 2383.869141
	Iteration 28Q: 3 clusters Score -161351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161354.343750 Penalty: 2383.869141
	Iteration 29Q: 3 clusters Score -161354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -161356.640625 Penalty: 2383.869141
	Iteration 30Q: 3 clusters Score -161356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161357.187500 Penalty: 2383.869141
	Iteration 31Q: 3 clusters Score -161357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -161358.125000 Penalty: 2383.869141
	Iteration 32Q: 3 clusters Score -161358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161359.734375 Penalty: 2383.869141
	Iteration 33Q: 3 clusters Score -161359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161360.078125 Penalty: 2383.869141
	Iteration 34Q: 3 clusters Score -161360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161361.921875 Penalty: 2383.869141
	Iteration 35Q: 3 clusters Score -161361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161362.687500 Penalty: 2383.869141
	Iteration 36Q: 3 clusters Score -161362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161363.156250 Penalty: 2383.869141
	Iteration 37Q: 3 clusters Score -161363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161363.156250 Penalty: 2383.869141
	Iteration 38F: 3 clusters Score -161363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126142 members 
Entering Unmasked Estep 
Score: -13309668.000000 Penalty: 1908.589111
	Iteration 0F: 2 clusters Score -1.330967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -13226178.000000 Penalty: 3817.178223
	Iteration 0F: 3 clusters Score -1.322618e+07 nChanged 60645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -13262240.000000 Penalty: 3817.178223
	Iteration 1F: 3 clusters Score -1.326224e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -13263492.000000 Penalty: 3817.178223
	Iteration 2Q: 3 clusters Score -1.326349e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -13265007.000000 Penalty: 3817.178223
	Iteration 3Q: 3 clusters Score -1.326501e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -13266649.000000 Penalty: 3817.178223
	Iteration 4Q: 3 clusters Score -1.326665e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -13268736.000000 Penalty: 3817.178223
	Iteration 5Q: 3 clusters Score -1.326874e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -13271209.000000 Penalty: 3817.178223
	Iteration 6Q: 3 clusters Score -1.327121e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -13274180.000000 Penalty: 3817.178223
	Iteration 7Q: 3 clusters Score -1.327418e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -13278038.000000 Penalty: 3817.178223
	Iteration 8F: 3 clusters Score -1.327804e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -13283219.000000 Penalty: 3817.178223
	Iteration 9F: 3 clusters Score -1.328322e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -13289062.000000 Penalty: 3817.178223
	Iteration 10F: 3 clusters Score -1.328906e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -13293197.000000 Penalty: 3817.178223
	Iteration 11F: 3 clusters Score -1.32932e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -13294983.000000 Penalty: 3817.178223
	Iteration 12Q: 3 clusters Score -1.329498e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -13295946.000000 Penalty: 3817.178223
	Iteration 13Q: 3 clusters Score -1.329595e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -13296722.000000 Penalty: 3817.178223
	Iteration 14Q: 3 clusters Score -1.329672e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -13297454.000000 Penalty: 3817.178223
	Iteration 15Q: 3 clusters Score -1.329745e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -13297922.000000 Penalty: 3817.178223
	Iteration 16Q: 3 clusters Score -1.329792e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -13298410.000000 Penalty: 3817.178223
	Iteration 17Q: 3 clusters Score -1.329841e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -13298776.000000 Penalty: 3817.178223
	Iteration 18Q: 3 clusters Score -1.329878e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -13298992.000000 Penalty: 3817.178223
	Iteration 19Q: 3 clusters Score -1.329899e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -13299139.000000 Penalty: 3817.178223
	Iteration 20F: 3 clusters Score -1.329914e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -13299210.000000 Penalty: 3817.178223
	Iteration 21Q: 3 clusters Score -1.329921e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -13299257.000000 Penalty: 3817.178223
	Iteration 22Q: 3 clusters Score -1.329926e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -13299273.000000 Penalty: 3817.178223
	Iteration 23Q: 3 clusters Score -1.329927e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -13299308.000000 Penalty: 3817.178223
	Iteration 24Q: 3 clusters Score -1.329931e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -13299334.000000 Penalty: 3817.178223
	Iteration 25Q: 3 clusters Score -1.329933e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -13299334.000000 Penalty: 3817.178223
	Iteration 26Q: 3 clusters Score -1.329933e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -13299347.000000 Penalty: 3817.178223
	Iteration 27Q: 3 clusters Score -1.329935e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -13299364.000000 Penalty: 3817.178223
	Iteration 28Q: 3 clusters Score -1.329936e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -13299412.000000 Penalty: 3817.178223
	Iteration 29Q: 3 clusters Score -1.329941e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -13299427.000000 Penalty: 3817.178223
	Iteration 30Q: 3 clusters Score -1.329943e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -13299450.000000 Penalty: 3817.178223
	Iteration 31Q: 3 clusters Score -1.329945e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -13299488.000000 Penalty: 3817.178223
	Iteration 32Q: 3 clusters Score -1.329949e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -13299502.000000 Penalty: 3817.178223
	Iteration 33Q: 3 clusters Score -1.32995e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -13299521.000000 Penalty: 3817.178223
	Iteration 34Q: 3 clusters Score -1.329952e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -13299545.000000 Penalty: 3817.178223
	Iteration 35Q: 3 clusters Score -1.329954e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -13299588.000000 Penalty: 3817.178223
	Iteration 36Q: 3 clusters Score -1.329959e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -13299578.000000 Penalty: 3817.178223
	Iteration 37Q: 3 clusters Score -1.329958e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -13299602.000000 Penalty: 3817.178223
	Iteration 38Q: 3 clusters Score -1.32996e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -13299638.000000 Penalty: 3817.178223
	Iteration 39Q: 3 clusters Score -1.329964e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -13299668.000000 Penalty: 3817.178223
	Iteration 40F: 3 clusters Score -1.329967e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -13299700.000000 Penalty: 3817.178223
	Iteration 41Q: 3 clusters Score -1.32997e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -13299695.000000 Penalty: 3817.178223
	Iteration 42Q: 3 clusters Score -1.32997e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -13299688.000000 Penalty: 3817.178223
	Iteration 43Q: 3 clusters Score -1.329969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -13299704.000000 Penalty: 3817.178223
	Iteration 44Q: 3 clusters Score -1.32997e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -13299680.000000 Penalty: 3817.178223
	Iteration 45Q: 3 clusters Score -1.329968e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -13299672.000000 Penalty: 3817.178223
	Iteration 46Q: 3 clusters Score -1.329967e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -13299693.000000 Penalty: 3817.178223
	Iteration 47Q: 3 clusters Score -1.329969e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -13299697.000000 Penalty: 3817.178223
	Iteration 48Q: 3 clusters Score -1.32997e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -13299700.000000 Penalty: 3817.178223
	Iteration 49Q: 3 clusters Score -1.32997e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -13299675.000000 Penalty: 3817.178223
	Iteration 50Q: 3 clusters Score -1.329968e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -13299673.000000 Penalty: 3817.178223
	Iteration 51Q: 3 clusters Score -1.329967e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -13299659.000000 Penalty: 3817.178223
	Iteration 52Q: 3 clusters Score -1.329966e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -13299655.000000 Penalty: 3817.178223
	Iteration 53Q: 3 clusters Score -1.329966e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -13299701.000000 Penalty: 3817.178223
	Iteration 54Q: 3 clusters Score -1.32997e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -13299705.000000 Penalty: 3817.178223
	Iteration 55Q: 3 clusters Score -1.32997e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -13299716.000000 Penalty: 3817.178223
	Iteration 56Q: 3 clusters Score -1.329972e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -13299737.000000 Penalty: 3817.178223
	Iteration 57Q: 3 clusters Score -1.329974e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -13299732.000000 Penalty: 3817.178223
	Iteration 58Q: 3 clusters Score -1.329973e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -13299756.000000 Penalty: 3817.178223
	Iteration 59Q: 3 clusters Score -1.329976e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -13299778.000000 Penalty: 3817.178223
	Iteration 60F: 3 clusters Score -1.329978e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -13299796.000000 Penalty: 3817.178223
	Iteration 61Q: 3 clusters Score -1.32998e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -13299812.000000 Penalty: 3817.178223
	Iteration 62Q: 3 clusters Score -1.329981e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -13299823.000000 Penalty: 3817.178223
	Iteration 63Q: 3 clusters Score -1.329982e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -13299808.000000 Penalty: 3817.178223
	Iteration 64Q: 3 clusters Score -1.329981e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -13299802.000000 Penalty: 3817.178223
	Iteration 65Q: 3 clusters Score -1.32998e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -13299813.000000 Penalty: 3817.178223
	Iteration 66Q: 3 clusters Score -1.329981e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -13299786.000000 Penalty: 3817.178223
	Iteration 67Q: 3 clusters Score -1.329979e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -13299810.000000 Penalty: 3817.178223
	Iteration 68Q: 3 clusters Score -1.329981e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -13299824.000000 Penalty: 3817.178223
	Iteration 69Q: 3 clusters Score -1.329982e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -13299870.000000 Penalty: 3817.178223
	Iteration 70Q: 3 clusters Score -1.329987e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -13299874.000000 Penalty: 3817.178223
	Iteration 71Q: 3 clusters Score -1.329987e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -13299903.000000 Penalty: 3817.178223
	Iteration 72Q: 3 clusters Score -1.32999e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -13299907.000000 Penalty: 3817.178223
	Iteration 73Q: 3 clusters Score -1.329991e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -13299920.000000 Penalty: 3817.178223
	Iteration 74Q: 3 clusters Score -1.329992e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -13299958.000000 Penalty: 3817.178223
	Iteration 75Q: 3 clusters Score -1.329996e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -13300011.000000 Penalty: 3817.178223
	Iteration 76Q: 3 clusters Score -1.330001e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -13300017.000000 Penalty: 3817.178223
	Iteration 77Q: 3 clusters Score -1.330002e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -13300019.000000 Penalty: 3817.178223
	Iteration 78Q: 3 clusters Score -1.330002e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -13300042.000000 Penalty: 3817.178223
	Iteration 79Q: 3 clusters Score -1.330004e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -13300095.000000 Penalty: 3817.178223
	Iteration 80F: 3 clusters Score -1.33001e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -13300142.000000 Penalty: 3817.178223
	Iteration 81Q: 3 clusters Score -1.330014e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -13300158.000000 Penalty: 3817.178223
	Iteration 82Q: 3 clusters Score -1.330016e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -13300179.000000 Penalty: 3817.178223
	Iteration 83Q: 3 clusters Score -1.330018e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -13300206.000000 Penalty: 3817.178223
	Iteration 84Q: 3 clusters Score -1.330021e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -13300259.000000 Penalty: 3817.178223
	Iteration 85Q: 3 clusters Score -1.330026e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -13300279.000000 Penalty: 3817.178223
	Iteration 86Q: 3 clusters Score -1.330028e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -13300281.000000 Penalty: 3817.178223
	Iteration 87Q: 3 clusters Score -1.330028e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -13300319.000000 Penalty: 3817.178223
	Iteration 88Q: 3 clusters Score -1.330032e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -13300311.000000 Penalty: 3817.178223
	Iteration 89Q: 3 clusters Score -1.330031e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -13300389.000000 Penalty: 3817.178223
	Iteration 90Q: 3 clusters Score -1.330039e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -13300438.000000 Penalty: 3817.178223
	Iteration 91Q: 3 clusters Score -1.330044e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -13300462.000000 Penalty: 3817.178223
	Iteration 92Q: 3 clusters Score -1.330046e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -13300437.000000 Penalty: 3817.178223
	Iteration 93Q: 3 clusters Score -1.330044e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -13300475.000000 Penalty: 3817.178223
	Iteration 94Q: 3 clusters Score -1.330048e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -13300500.000000 Penalty: 3817.178223
	Iteration 95Q: 3 clusters Score -1.33005e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -13300545.000000 Penalty: 3817.178223
	Iteration 96Q: 3 clusters Score -1.330054e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -13300619.000000 Penalty: 3817.178223
	Iteration 97Q: 3 clusters Score -1.330062e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13300672.000000 Penalty: 3817.178223
	Iteration 98Q: 3 clusters Score -1.330067e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -13300699.000000 Penalty: 3817.178223
	Iteration 99Q: 3 clusters Score -1.33007e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -13300759.000000 Penalty: 3817.178223
	Iteration 100F: 3 clusters Score -1.330076e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -13300790.000000 Penalty: 3817.178223
	Iteration 101Q: 3 clusters Score -1.330079e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -13300816.000000 Penalty: 3817.178223
	Iteration 102Q: 3 clusters Score -1.330082e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -13300856.000000 Penalty: 3817.178223
	Iteration 103Q: 3 clusters Score -1.330086e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -13300902.000000 Penalty: 3817.178223
	Iteration 104Q: 3 clusters Score -1.33009e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -13300911.000000 Penalty: 3817.178223
	Iteration 105Q: 3 clusters Score -1.330091e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -13300898.000000 Penalty: 3817.178223
	Iteration 106Q: 3 clusters Score -1.33009e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -13300946.000000 Penalty: 3817.178223
	Iteration 107Q: 3 clusters Score -1.330095e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -13300919.000000 Penalty: 3817.178223
	Iteration 108Q: 3 clusters Score -1.330092e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -13300942.000000 Penalty: 3817.178223
	Iteration 109Q: 3 clusters Score -1.330094e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -13300967.000000 Penalty: 3817.178223
	Iteration 110Q: 3 clusters Score -1.330097e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -13300979.000000 Penalty: 3817.178223
	Iteration 111Q: 3 clusters Score -1.330098e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -13301030.000000 Penalty: 3817.178223
	Iteration 112Q: 3 clusters Score -1.330103e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -13301034.000000 Penalty: 3817.178223
	Iteration 113Q: 3 clusters Score -1.330103e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -13301035.000000 Penalty: 3817.178223
	Iteration 114Q: 3 clusters Score -1.330104e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -13301045.000000 Penalty: 3817.178223
	Iteration 115Q: 3 clusters Score -1.330104e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -13301056.000000 Penalty: 3817.178223
	Iteration 116Q: 3 clusters Score -1.330106e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -13301065.000000 Penalty: 3817.178223
	Iteration 117Q: 3 clusters Score -1.330106e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -13301088.000000 Penalty: 3817.178223
	Iteration 118Q: 3 clusters Score -1.330109e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -13301099.000000 Penalty: 3817.178223
	Iteration 119Q: 3 clusters Score -1.33011e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -13301112.000000 Penalty: 3817.178223
	Iteration 120F: 3 clusters Score -1.330111e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -13301157.000000 Penalty: 3817.178223
	Iteration 121Q: 3 clusters Score -1.330116e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -13301200.000000 Penalty: 3817.178223
	Iteration 122Q: 3 clusters Score -1.33012e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -13301197.000000 Penalty: 3817.178223
	Iteration 123Q: 3 clusters Score -1.33012e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13301267.000000 Penalty: 3817.178223
	Iteration 124Q: 3 clusters Score -1.330127e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -13301285.000000 Penalty: 3817.178223
	Iteration 125Q: 3 clusters Score -1.330128e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -13301273.000000 Penalty: 3817.178223
	Iteration 126Q: 3 clusters Score -1.330127e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -13301321.000000 Penalty: 3817.178223
	Iteration 127Q: 3 clusters Score -1.330132e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -13301364.000000 Penalty: 3817.178223
	Iteration 128Q: 3 clusters Score -1.330136e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -13301397.000000 Penalty: 3817.178223
	Iteration 129Q: 3 clusters Score -1.33014e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -13301466.000000 Penalty: 3817.178223
	Iteration 130Q: 3 clusters Score -1.330147e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -13301504.000000 Penalty: 3817.178223
	Iteration 131Q: 3 clusters Score -1.33015e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -13301531.000000 Penalty: 3817.178223
	Iteration 132Q: 3 clusters Score -1.330153e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -13301632.000000 Penalty: 3817.178223
	Iteration 133Q: 3 clusters Score -1.330163e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -13301707.000000 Penalty: 3817.178223
	Iteration 134Q: 3 clusters Score -1.330171e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -13301788.000000 Penalty: 3817.178223
	Iteration 135Q: 3 clusters Score -1.330179e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -13301876.000000 Penalty: 3817.178223
	Iteration 136Q: 3 clusters Score -1.330188e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -13302020.000000 Penalty: 3817.178223
	Iteration 137Q: 3 clusters Score -1.330202e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -13302175.000000 Penalty: 3817.178223
	Iteration 138Q: 3 clusters Score -1.330218e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -13302301.000000 Penalty: 3817.178223
	Iteration 139Q: 3 clusters Score -1.33023e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -13302442.000000 Penalty: 3817.178223
	Iteration 140F: 3 clusters Score -1.330244e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -13302544.000000 Penalty: 3817.178223
	Iteration 141Q: 3 clusters Score -1.330254e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -13302689.000000 Penalty: 3817.178223
	Iteration 142Q: 3 clusters Score -1.330269e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -13302853.000000 Penalty: 3817.178223
	Iteration 143Q: 3 clusters Score -1.330285e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -13303142.000000 Penalty: 3817.178223
	Iteration 144Q: 3 clusters Score -1.330314e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -13303326.000000 Penalty: 3817.178223
	Iteration 145Q: 3 clusters Score -1.330333e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -13303700.000000 Penalty: 3817.178223
	Iteration 146Q: 3 clusters Score -1.33037e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -13304034.000000 Penalty: 3817.178223
	Iteration 147Q: 3 clusters Score -1.330403e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -13304334.000000 Penalty: 3817.178223
	Iteration 148Q: 3 clusters Score -1.330433e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -13304602.000000 Penalty: 3817.178223
	Iteration 149Q: 3 clusters Score -1.33046e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -13304891.000000 Penalty: 3817.178223
	Iteration 150Q: 3 clusters Score -1.330489e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -13305184.000000 Penalty: 3817.178223
	Iteration 151Q: 3 clusters Score -1.330518e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -13305470.000000 Penalty: 3817.178223
	Iteration 152Q: 3 clusters Score -1.330547e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -13305686.000000 Penalty: 3817.178223
	Iteration 153Q: 3 clusters Score -1.330569e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117547 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -13305955.000000 Penalty: 3817.178223
	Iteration 154Q: 3 clusters Score -1.330596e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118333 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -13306233.000000 Penalty: 3817.178223
	Iteration 155Q: 3 clusters Score -1.330623e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -13306462.000000 Penalty: 3817.178223
	Iteration 156Q: 3 clusters Score -1.330646e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -13306740.000000 Penalty: 3817.178223
	Iteration 157Q: 3 clusters Score -1.330674e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -13307022.000000 Penalty: 3817.178223
	Iteration 158Q: 3 clusters Score -1.330702e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -13307201.000000 Penalty: 3817.178223
	Iteration 159Q: 3 clusters Score -1.33072e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -13307473.000000 Penalty: 3817.178223
	Iteration 160F: 3 clusters Score -1.330747e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -13307711.000000 Penalty: 3817.178223
	Iteration 161Q: 3 clusters Score -1.330771e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -13307869.000000 Penalty: 3817.178223
	Iteration 162Q: 3 clusters Score -1.330787e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -13307973.000000 Penalty: 3817.178223
	Iteration 163Q: 3 clusters Score -1.330797e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -13308058.000000 Penalty: 3817.178223
	Iteration 164Q: 3 clusters Score -1.330806e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -13308168.000000 Penalty: 3817.178223
	Iteration 165Q: 3 clusters Score -1.330817e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -13308219.000000 Penalty: 3817.178223
	Iteration 166Q: 3 clusters Score -1.330822e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13308258.000000 Penalty: 3817.178223
	Iteration 167Q: 3 clusters Score -1.330826e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13308309.000000 Penalty: 3817.178223
	Iteration 168Q: 3 clusters Score -1.330831e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123915 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -13308372.000000 Penalty: 3817.178223
	Iteration 169Q: 3 clusters Score -1.330837e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13308414.000000 Penalty: 3817.178223
	Iteration 170Q: 3 clusters Score -1.330841e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13308499.000000 Penalty: 3817.178223
	Iteration 171Q: 3 clusters Score -1.33085e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13308523.000000 Penalty: 3817.178223
	Iteration 172Q: 3 clusters Score -1.330852e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13308547.000000 Penalty: 3817.178223
	Iteration 173Q: 3 clusters Score -1.330855e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13308558.000000 Penalty: 3817.178223
	Iteration 174Q: 3 clusters Score -1.330856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124367 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13308576.000000 Penalty: 3817.178223
	Iteration 175Q: 3 clusters Score -1.330858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13308599.000000 Penalty: 3817.178223
	Iteration 176Q: 3 clusters Score -1.33086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13308619.000000 Penalty: 3817.178223
	Iteration 177Q: 3 clusters Score -1.330862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13308620.000000 Penalty: 3817.178223
	Iteration 178Q: 3 clusters Score -1.330862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13308620.000000 Penalty: 3817.178223
	Iteration 179Q: 3 clusters Score -1.330862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13308638.000000 Penalty: 3817.178223
	Iteration 180F: 3 clusters Score -1.330864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13308638.000000 Penalty: 3817.178223
	Iteration 181Q: 3 clusters Score -1.330864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13308640.000000 Penalty: 3817.178223
	Iteration 182Q: 3 clusters Score -1.330864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13308647.000000 Penalty: 3817.178223
	Iteration 183Q: 3 clusters Score -1.330865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13308652.000000 Penalty: 3817.178223
	Iteration 184Q: 3 clusters Score -1.330865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124587 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13308644.000000 Penalty: 3817.178223
	Iteration 185Q: 3 clusters Score -1.330864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13308637.000000 Penalty: 3817.178223
	Iteration 186Q: 3 clusters Score -1.330864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13308647.000000 Penalty: 3817.178223
	Iteration 187Q: 3 clusters Score -1.330865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13308644.000000 Penalty: 3817.178223
	Iteration 188Q: 3 clusters Score -1.330864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13308646.000000 Penalty: 3817.178223
	Iteration 189Q: 3 clusters Score -1.330865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13308650.000000 Penalty: 3817.178223
	Iteration 190Q: 3 clusters Score -1.330865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13308652.000000 Penalty: 3817.178223
	Iteration 191Q: 3 clusters Score -1.330865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13308652.000000 Penalty: 3817.178223
	Iteration 192F: 3 clusters Score -1.330865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -773081.500000 Penalty: 1451.720459
	Iteration 0F: 2 clusters Score -773081.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -767470.187500 Penalty: 2903.440918
	Iteration 0F: 3 clusters Score -767470.2 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -769179.187500 Penalty: 2903.440918
	Iteration 1F: 3 clusters Score -769179.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -769479.937500 Penalty: 2903.440918
	Iteration 2F: 3 clusters Score -769479.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -769818.687500 Penalty: 2903.440918
	Iteration 3F: 3 clusters Score -769818.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -770145.062500 Penalty: 2903.440918
	Iteration 4F: 3 clusters Score -770145.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -770407.437500 Penalty: 2903.440918
	Iteration 5Q: 3 clusters Score -770407.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -770627.625000 Penalty: 2903.440918
	Iteration 6Q: 3 clusters Score -770627.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -770799.437500 Penalty: 2903.440918
	Iteration 7Q: 3 clusters Score -770799.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -770937.000000 Penalty: 2903.440918
	Iteration 8Q: 3 clusters Score -770937 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -771036.125000 Penalty: 2903.440918
	Iteration 9Q: 3 clusters Score -771036.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -771121.750000 Penalty: 2903.440918
	Iteration 10Q: 3 clusters Score -771121.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -771209.437500 Penalty: 2903.440918
	Iteration 11Q: 3 clusters Score -771209.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -771295.437500 Penalty: 2903.440918
	Iteration 12Q: 3 clusters Score -771295.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -771385.562500 Penalty: 2903.440918
	Iteration 13Q: 3 clusters Score -771385.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -771478.437500 Penalty: 2903.440918
	Iteration 14Q: 3 clusters Score -771478.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -771545.500000 Penalty: 2903.440918
	Iteration 15Q: 3 clusters Score -771545.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -771613.500000 Penalty: 2903.440918
	Iteration 16Q: 3 clusters Score -771613.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -771684.562500 Penalty: 2903.440918
	Iteration 17Q: 3 clusters Score -771684.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -771771.937500 Penalty: 2903.440918
	Iteration 18Q: 3 clusters Score -771771.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -771860.375000 Penalty: 2903.440918
	Iteration 19Q: 3 clusters Score -771860.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -771930.812500 Penalty: 2903.440918
	Iteration 20F: 3 clusters Score -771930.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -771991.875000 Penalty: 2903.440918
	Iteration 21Q: 3 clusters Score -771991.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -772038.187500 Penalty: 2903.440918
	Iteration 22Q: 3 clusters Score -772038.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -772071.250000 Penalty: 2903.440918
	Iteration 23Q: 3 clusters Score -772071.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -772093.000000 Penalty: 2903.440918
	Iteration 24Q: 3 clusters Score -772093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -772107.187500 Penalty: 2903.440918
	Iteration 25Q: 3 clusters Score -772107.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -772118.375000 Penalty: 2903.440918
	Iteration 26Q: 3 clusters Score -772118.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -772128.312500 Penalty: 2903.440918
	Iteration 27Q: 3 clusters Score -772128.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -772134.500000 Penalty: 2903.440918
	Iteration 28Q: 3 clusters Score -772134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -772135.937500 Penalty: 2903.440918
	Iteration 29Q: 3 clusters Score -772135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -772141.500000 Penalty: 2903.440918
	Iteration 30Q: 3 clusters Score -772141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -772145.125000 Penalty: 2903.440918
	Iteration 31Q: 3 clusters Score -772145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -772146.687500 Penalty: 2903.440918
	Iteration 32Q: 3 clusters Score -772146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -772148.750000 Penalty: 2903.440918
	Iteration 33Q: 3 clusters Score -772148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -772150.625000 Penalty: 2903.440918
	Iteration 34Q: 3 clusters Score -772150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -772152.437500 Penalty: 2903.440918
	Iteration 35Q: 3 clusters Score -772152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -772152.750000 Penalty: 2903.440918
	Iteration 36Q: 3 clusters Score -772152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -772153.937500 Penalty: 2903.440918
	Iteration 37Q: 3 clusters Score -772153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -772153.625000 Penalty: 2903.440918
	Iteration 38Q: 3 clusters Score -772153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -772155.000000 Penalty: 2903.440918
	Iteration 39Q: 3 clusters Score -772155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -772155.250000 Penalty: 2903.440918
	Iteration 40F: 3 clusters Score -772155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Entering Unmasked Estep 
Score: -3221541.750000 Penalty: 1675.729370
	Iteration 0F: 2 clusters Score -3221542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3201327.500000 Penalty: 3351.458740
	Iteration 0F: 3 clusters Score -3201328 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3208979.250000 Penalty: 3351.458740
	Iteration 1F: 3 clusters Score -3208979 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3209410.500000 Penalty: 3351.458740
	Iteration 2Q: 3 clusters Score -3209410 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3209890.250000 Penalty: 3351.458740
	Iteration 3Q: 3 clusters Score -3209890 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3210386.750000 Penalty: 3351.458740
	Iteration 4Q: 3 clusters Score -3210387 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3211006.250000 Penalty: 3351.458740
	Iteration 5Q: 3 clusters Score -3211006 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3211798.750000 Penalty: 3351.458740
	Iteration 6F: 3 clusters Score -3211799 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3212861.500000 Penalty: 3351.458740
	Iteration 7F: 3 clusters Score -3212862 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3214258.000000 Penalty: 3351.458740
	Iteration 8F: 3 clusters Score -3214258 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3215721.250000 Penalty: 3351.458740
	Iteration 9F: 3 clusters Score -3215721 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3216765.500000 Penalty: 3351.458740
	Iteration 10Q: 3 clusters Score -3216766 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3217312.500000 Penalty: 3351.458740
	Iteration 11Q: 3 clusters Score -3217312 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3217633.500000 Penalty: 3351.458740
	Iteration 12Q: 3 clusters Score -3217634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3217867.000000 Penalty: 3351.458740
	Iteration 13Q: 3 clusters Score -3217867 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3218045.000000 Penalty: 3351.458740
	Iteration 14Q: 3 clusters Score -3218045 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3218219.500000 Penalty: 3351.458740
	Iteration 15Q: 3 clusters Score -3218220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3218348.250000 Penalty: 3351.458740
	Iteration 16Q: 3 clusters Score -3218348 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3218441.500000 Penalty: 3351.458740
	Iteration 17Q: 3 clusters Score -3218442 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3218518.750000 Penalty: 3351.458740
	Iteration 18Q: 3 clusters Score -3218519 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3218585.750000 Penalty: 3351.458740
	Iteration 19Q: 3 clusters Score -3218586 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3218686.000000 Penalty: 3351.458740
	Iteration 20F: 3 clusters Score -3218686 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3218755.250000 Penalty: 3351.458740
	Iteration 21Q: 3 clusters Score -3218755 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3218842.750000 Penalty: 3351.458740
	Iteration 22Q: 3 clusters Score -3218843 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3218948.750000 Penalty: 3351.458740
	Iteration 23Q: 3 clusters Score -3218949 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3219026.250000 Penalty: 3351.458740
	Iteration 24Q: 3 clusters Score -3219026 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3219111.750000 Penalty: 3351.458740
	Iteration 25Q: 3 clusters Score -3219112 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3219207.250000 Penalty: 3351.458740
	Iteration 26Q: 3 clusters Score -3219207 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3219273.000000 Penalty: 3351.458740
	Iteration 27Q: 3 clusters Score -3219273 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3219338.000000 Penalty: 3351.458740
	Iteration 28Q: 3 clusters Score -3219338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3219408.000000 Penalty: 3351.458740
	Iteration 29Q: 3 clusters Score -3219408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3219467.500000 Penalty: 3351.458740
	Iteration 30Q: 3 clusters Score -3219468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3219508.500000 Penalty: 3351.458740
	Iteration 31Q: 3 clusters Score -3219508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3219557.250000 Penalty: 3351.458740
	Iteration 32Q: 3 clusters Score -3219557 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3219615.750000 Penalty: 3351.458740
	Iteration 33Q: 3 clusters Score -3219616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3219678.000000 Penalty: 3351.458740
	Iteration 34Q: 3 clusters Score -3219678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3219716.500000 Penalty: 3351.458740
	Iteration 35Q: 3 clusters Score -3219716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3219767.000000 Penalty: 3351.458740
	Iteration 36Q: 3 clusters Score -3219767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3219821.250000 Penalty: 3351.458740
	Iteration 37Q: 3 clusters Score -3219821 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3219875.000000 Penalty: 3351.458740
	Iteration 38Q: 3 clusters Score -3219875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3219929.750000 Penalty: 3351.458740
	Iteration 39Q: 3 clusters Score -3219930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3219956.750000 Penalty: 3351.458740
	Iteration 40F: 3 clusters Score -3219957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3219996.250000 Penalty: 3351.458740
	Iteration 41Q: 3 clusters Score -3219996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3220028.000000 Penalty: 3351.458740
	Iteration 42Q: 3 clusters Score -3220028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3220051.000000 Penalty: 3351.458740
	Iteration 43Q: 3 clusters Score -3220051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3220073.500000 Penalty: 3351.458740
	Iteration 44Q: 3 clusters Score -3220074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3220105.750000 Penalty: 3351.458740
	Iteration 45Q: 3 clusters Score -3220106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3220129.250000 Penalty: 3351.458740
	Iteration 46Q: 3 clusters Score -3220129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3220141.750000 Penalty: 3351.458740
	Iteration 47Q: 3 clusters Score -3220142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3220163.500000 Penalty: 3351.458740
	Iteration 48Q: 3 clusters Score -3220164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3220177.500000 Penalty: 3351.458740
	Iteration 49Q: 3 clusters Score -3220178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3220185.250000 Penalty: 3351.458740
	Iteration 50Q: 3 clusters Score -3220185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3220199.250000 Penalty: 3351.458740
	Iteration 51Q: 3 clusters Score -3220199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3220204.750000 Penalty: 3351.458740
	Iteration 52Q: 3 clusters Score -3220205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3220206.750000 Penalty: 3351.458740
	Iteration 53Q: 3 clusters Score -3220207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3220213.500000 Penalty: 3351.458740
	Iteration 54Q: 3 clusters Score -3220214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3220212.500000 Penalty: 3351.458740
	Iteration 55Q: 3 clusters Score -3220212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3220220.000000 Penalty: 3351.458740
	Iteration 56Q: 3 clusters Score -3220220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3220225.500000 Penalty: 3351.458740
	Iteration 57Q: 3 clusters Score -3220226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3220224.500000 Penalty: 3351.458740
	Iteration 58Q: 3 clusters Score -3220224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3220230.500000 Penalty: 3351.458740
	Iteration 59Q: 3 clusters Score -3220230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3220231.000000 Penalty: 3351.458740
	Iteration 60F: 3 clusters Score -3220231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3220234.250000 Penalty: 3351.458740
	Iteration 61Q: 3 clusters Score -3220234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3220234.250000 Penalty: 3351.458740
	Iteration 62F: 3 clusters Score -3220234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Entering Unmasked Estep 
Score: -3758925.500000 Penalty: 1700.935425
	Iteration 0F: 2 clusters Score -3758926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3735273.250000 Penalty: 3401.870850
	Iteration 0F: 3 clusters Score -3735273 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3744543.500000 Penalty: 3401.870850
	Iteration 1F: 3 clusters Score -3744544 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3745052.500000 Penalty: 3401.870850
	Iteration 2Q: 3 clusters Score -3745052 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3745630.000000 Penalty: 3401.870850
	Iteration 3Q: 3 clusters Score -3745630 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3746244.750000 Penalty: 3401.870850
	Iteration 4Q: 3 clusters Score -3746245 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3746929.500000 Penalty: 3401.870850
	Iteration 5Q: 3 clusters Score -3746930 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3747722.250000 Penalty: 3401.870850
	Iteration 6Q: 3 clusters Score -3747722 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3748732.750000 Penalty: 3401.870850
	Iteration 7Q: 3 clusters Score -3748733 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3749918.000000 Penalty: 3401.870850
	Iteration 8F: 3 clusters Score -3749918 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3751349.750000 Penalty: 3401.870850
	Iteration 9F: 3 clusters Score -3751350 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3752762.500000 Penalty: 3401.870850
	Iteration 10F: 3 clusters Score -3752762 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3753626.250000 Penalty: 3401.870850
	Iteration 11Q: 3 clusters Score -3753626 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3754046.250000 Penalty: 3401.870850
	Iteration 12Q: 3 clusters Score -3754046 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3754298.000000 Penalty: 3401.870850
	Iteration 13Q: 3 clusters Score -3754298 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3754483.750000 Penalty: 3401.870850
	Iteration 14Q: 3 clusters Score -3754484 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3754675.000000 Penalty: 3401.870850
	Iteration 15Q: 3 clusters Score -3754675 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3754830.500000 Penalty: 3401.870850
	Iteration 16Q: 3 clusters Score -3754830 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3754991.250000 Penalty: 3401.870850
	Iteration 17Q: 3 clusters Score -3754991 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3755123.750000 Penalty: 3401.870850
	Iteration 18Q: 3 clusters Score -3755124 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3755244.250000 Penalty: 3401.870850
	Iteration 19Q: 3 clusters Score -3755244 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3755349.500000 Penalty: 3401.870850
	Iteration 20F: 3 clusters Score -3755350 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3755476.250000 Penalty: 3401.870850
	Iteration 21Q: 3 clusters Score -3755476 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3755555.750000 Penalty: 3401.870850
	Iteration 22Q: 3 clusters Score -3755556 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3755655.250000 Penalty: 3401.870850
	Iteration 23Q: 3 clusters Score -3755655 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3755701.750000 Penalty: 3401.870850
	Iteration 24Q: 3 clusters Score -3755702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3755750.750000 Penalty: 3401.870850
	Iteration 25Q: 3 clusters Score -3755751 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3755802.250000 Penalty: 3401.870850
	Iteration 26Q: 3 clusters Score -3755802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3755850.500000 Penalty: 3401.870850
	Iteration 27Q: 3 clusters Score -3755850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3755881.250000 Penalty: 3401.870850
	Iteration 28Q: 3 clusters Score -3755881 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3755898.750000 Penalty: 3401.870850
	Iteration 29Q: 3 clusters Score -3755899 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3755925.000000 Penalty: 3401.870850
	Iteration 30Q: 3 clusters Score -3755925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3755936.000000 Penalty: 3401.870850
	Iteration 31Q: 3 clusters Score -3755936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3755962.750000 Penalty: 3401.870850
	Iteration 32Q: 3 clusters Score -3755963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3755988.000000 Penalty: 3401.870850
	Iteration 33Q: 3 clusters Score -3755988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3755992.250000 Penalty: 3401.870850
	Iteration 34Q: 3 clusters Score -3755992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3756000.250000 Penalty: 3401.870850
	Iteration 35Q: 3 clusters Score -3756000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3756014.250000 Penalty: 3401.870850
	Iteration 36Q: 3 clusters Score -3756014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3756017.750000 Penalty: 3401.870850
	Iteration 37Q: 3 clusters Score -3756018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3756039.750000 Penalty: 3401.870850
	Iteration 38Q: 3 clusters Score -3756040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3756063.000000 Penalty: 3401.870850
	Iteration 39Q: 3 clusters Score -3756063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3756069.250000 Penalty: 3401.870850
	Iteration 40F: 3 clusters Score -3756069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3756064.750000 Penalty: 3401.870850
	Iteration 41Q: 3 clusters Score -3756065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3756063.000000 Penalty: 3401.870850
	Iteration 42Q: 3 clusters Score -3756063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3756084.750000 Penalty: 3401.870850
	Iteration 43Q: 3 clusters Score -3756085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3756095.500000 Penalty: 3401.870850
	Iteration 44Q: 3 clusters Score -3756096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3756097.500000 Penalty: 3401.870850
	Iteration 45Q: 3 clusters Score -3756098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3756100.250000 Penalty: 3401.870850
	Iteration 46Q: 3 clusters Score -3756100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3756097.750000 Penalty: 3401.870850
	Iteration 47Q: 3 clusters Score -3756098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3756102.250000 Penalty: 3401.870850
	Iteration 48Q: 3 clusters Score -3756102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3756110.750000 Penalty: 3401.870850
	Iteration 49Q: 3 clusters Score -3756111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3756110.000000 Penalty: 3401.870850
	Iteration 50Q: 3 clusters Score -3756110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3756110.750000 Penalty: 3401.870850
	Iteration 51Q: 3 clusters Score -3756111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3756107.750000 Penalty: 3401.870850
	Iteration 52Q: 3 clusters Score -3756108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3756108.000000 Penalty: 3401.870850
	Iteration 53Q: 3 clusters Score -3756108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3756102.250000 Penalty: 3401.870850
	Iteration 54Q: 3 clusters Score -3756102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3756114.750000 Penalty: 3401.870850
	Iteration 55Q: 3 clusters Score -3756115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3756126.500000 Penalty: 3401.870850
	Iteration 56Q: 3 clusters Score -3756126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3756132.500000 Penalty: 3401.870850
	Iteration 57Q: 3 clusters Score -3756132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3756131.000000 Penalty: 3401.870850
	Iteration 58Q: 3 clusters Score -3756131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3756125.750000 Penalty: 3401.870850
	Iteration 59Q: 3 clusters Score -3756126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3756120.000000 Penalty: 3401.870850
	Iteration 60F: 3 clusters Score -3756120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3756124.750000 Penalty: 3401.870850
	Iteration 61Q: 3 clusters Score -3756125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3756127.750000 Penalty: 3401.870850
	Iteration 62Q: 3 clusters Score -3756128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3756130.500000 Penalty: 3401.870850
	Iteration 63Q: 3 clusters Score -3756130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3756144.250000 Penalty: 3401.870850
	Iteration 64Q: 3 clusters Score -3756144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3756148.750000 Penalty: 3401.870850
	Iteration 65Q: 3 clusters Score -3756149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3756149.500000 Penalty: 3401.870850
	Iteration 66Q: 3 clusters Score -3756150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3756151.250000 Penalty: 3401.870850
	Iteration 67Q: 3 clusters Score -3756151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3756160.000000 Penalty: 3401.870850
	Iteration 68Q: 3 clusters Score -3756160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3756168.750000 Penalty: 3401.870850
	Iteration 69Q: 3 clusters Score -3756169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3756173.250000 Penalty: 3401.870850
	Iteration 70Q: 3 clusters Score -3756173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3756182.750000 Penalty: 3401.870850
	Iteration 71Q: 3 clusters Score -3756183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3756198.000000 Penalty: 3401.870850
	Iteration 72Q: 3 clusters Score -3756198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3756214.750000 Penalty: 3401.870850
	Iteration 73Q: 3 clusters Score -3756215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3756216.500000 Penalty: 3401.870850
	Iteration 74Q: 3 clusters Score -3756216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3756232.250000 Penalty: 3401.870850
	Iteration 75Q: 3 clusters Score -3756232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3756241.750000 Penalty: 3401.870850
	Iteration 76Q: 3 clusters Score -3756242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3756249.000000 Penalty: 3401.870850
	Iteration 77Q: 3 clusters Score -3756249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3756256.000000 Penalty: 3401.870850
	Iteration 78Q: 3 clusters Score -3756256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3756254.500000 Penalty: 3401.870850
	Iteration 79Q: 3 clusters Score -3756254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3756256.250000 Penalty: 3401.870850
	Iteration 80F: 3 clusters Score -3756256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3756259.500000 Penalty: 3401.870850
	Iteration 81Q: 3 clusters Score -3756260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3756262.500000 Penalty: 3401.870850
	Iteration 82Q: 3 clusters Score -3756262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3756275.000000 Penalty: 3401.870850
	Iteration 83Q: 3 clusters Score -3756275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3756284.000000 Penalty: 3401.870850
	Iteration 84Q: 3 clusters Score -3756284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3756274.000000 Penalty: 3401.870850
	Iteration 85Q: 3 clusters Score -3756274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3756282.000000 Penalty: 3401.870850
	Iteration 86Q: 3 clusters Score -3756282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3756288.000000 Penalty: 3401.870850
	Iteration 87Q: 3 clusters Score -3756288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3756288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3756288.750000 Penalty: 3401.870850
	Iteration 89Q: 3 clusters Score -3756289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3756295.750000 Penalty: 3401.870850
	Iteration 90Q: 3 clusters Score -3756296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3756306.000000 Penalty: 3401.870850
	Iteration 91Q: 3 clusters Score -3756306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3756307.750000 Penalty: 3401.870850
	Iteration 92Q: 3 clusters Score -3756308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3756308.500000 Penalty: 3401.870850
	Iteration 93Q: 3 clusters Score -3756308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3756313.500000 Penalty: 3401.870850
	Iteration 94Q: 3 clusters Score -3756314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3756320.750000 Penalty: 3401.870850
	Iteration 95Q: 3 clusters Score -3756321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3756332.750000 Penalty: 3401.870850
	Iteration 96Q: 3 clusters Score -3756333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3756349.500000 Penalty: 3401.870850
	Iteration 97Q: 3 clusters Score -3756350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3756351.000000 Penalty: 3401.870850
	Iteration 98Q: 3 clusters Score -3756351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3756363.000000 Penalty: 3401.870850
	Iteration 99Q: 3 clusters Score -3756363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3756377.250000 Penalty: 3401.870850
	Iteration 100F: 3 clusters Score -3756377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3756388.750000 Penalty: 3401.870850
	Iteration 101Q: 3 clusters Score -3756389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3756410.250000 Penalty: 3401.870850
	Iteration 102Q: 3 clusters Score -3756410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3756435.000000 Penalty: 3401.870850
	Iteration 103Q: 3 clusters Score -3756435 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3756457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3756480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3756498.000000 Penalty: 3401.870850
	Iteration 106Q: 3 clusters Score -3756498 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3756522.000000 Penalty: 3401.870850
	Iteration 107Q: 3 clusters Score -3756522 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3756572.250000 Penalty: 3401.870850
	Iteration 108Q: 3 clusters Score -3756572 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3756632.500000 Penalty: 3401.870850
	Iteration 109Q: 3 clusters Score -3756632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3756687.500000 Penalty: 3401.870850
	Iteration 110Q: 3 clusters Score -3756688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3756744.750000 Penalty: 3401.870850
	Iteration 111Q: 3 clusters Score -3756745 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3756806.000000 Penalty: 3401.870850
	Iteration 112Q: 3 clusters Score -3756806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3756884.750000 Penalty: 3401.870850
	Iteration 113Q: 3 clusters Score -3756885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3756921.250000 Penalty: 3401.870850
	Iteration 114Q: 3 clusters Score -3756921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3756975.000000 Penalty: 3401.870850
	Iteration 115Q: 3 clusters Score -3756975 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3757023.750000 Penalty: 3401.870850
	Iteration 116Q: 3 clusters Score -3757024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3757068.000000 Penalty: 3401.870850
	Iteration 117Q: 3 clusters Score -3757068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3757092.250000 Penalty: 3401.870850
	Iteration 118Q: 3 clusters Score -3757092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3757138.750000 Penalty: 3401.870850
	Iteration 119Q: 3 clusters Score -3757139 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3757176.000000 Penalty: 3401.870850
	Iteration 120F: 3 clusters Score -3757176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3757201.750000 Penalty: 3401.870850
	Iteration 121Q: 3 clusters Score -3757202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3757253.500000 Penalty: 3401.870850
	Iteration 122Q: 3 clusters Score -3757254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3757286.500000 Penalty: 3401.870850
	Iteration 123Q: 3 clusters Score -3757286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3757319.750000 Penalty: 3401.870850
	Iteration 124Q: 3 clusters Score -3757320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3757355.500000 Penalty: 3401.870850
	Iteration 125Q: 3 clusters Score -3757356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3757376.000000 Penalty: 3401.870850
	Iteration 126Q: 3 clusters Score -3757376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3757401.000000 Penalty: 3401.870850
	Iteration 127Q: 3 clusters Score -3757401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3757414.250000 Penalty: 3401.870850
	Iteration 128Q: 3 clusters Score -3757414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3757434.250000 Penalty: 3401.870850
	Iteration 129Q: 3 clusters Score -3757434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3757445.250000 Penalty: 3401.870850
	Iteration 130Q: 3 clusters Score -3757445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3757471.500000 Penalty: 3401.870850
	Iteration 131Q: 3 clusters Score -3757472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3757493.750000 Penalty: 3401.870850
	Iteration 132Q: 3 clusters Score -3757494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3757514.750000 Penalty: 3401.870850
	Iteration 133Q: 3 clusters Score -3757515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3757540.500000 Penalty: 3401.870850
	Iteration 134Q: 3 clusters Score -3757540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3757546.000000 Penalty: 3401.870850
	Iteration 135Q: 3 clusters Score -3757546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3757561.250000 Penalty: 3401.870850
	Iteration 136Q: 3 clusters Score -3757561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3757562.000000 Penalty: 3401.870850
	Iteration 137Q: 3 clusters Score -3757562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3757574.500000 Penalty: 3401.870850
	Iteration 138Q: 3 clusters Score -3757574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3757582.000000 Penalty: 3401.870850
	Iteration 139Q: 3 clusters Score -3757582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3757581.750000 Penalty: 3401.870850
	Iteration 140F: 3 clusters Score -3757582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3757584.500000 Penalty: 3401.870850
	Iteration 141Q: 3 clusters Score -3757584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3757587.250000 Penalty: 3401.870850
	Iteration 142Q: 3 clusters Score -3757587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3757592.000000 Penalty: 3401.870850
	Iteration 143Q: 3 clusters Score -3757592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3757592.750000 Penalty: 3401.870850
	Iteration 144Q: 3 clusters Score -3757593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3757597.000000 Penalty: 3401.870850
	Iteration 145Q: 3 clusters Score -3757597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3757598.750000 Penalty: 3401.870850
	Iteration 146Q: 3 clusters Score -3757599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3757600.250000 Penalty: 3401.870850
	Iteration 147Q: 3 clusters Score -3757600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3757603.750000 Penalty: 3401.870850
	Iteration 148Q: 3 clusters Score -3757604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3757605.250000 Penalty: 3401.870850
	Iteration 149Q: 3 clusters Score -3757605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3757607.500000 Penalty: 3401.870850
	Iteration 150Q: 3 clusters Score -3757608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3757612.750000 Penalty: 3401.870850
	Iteration 151Q: 3 clusters Score -3757613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3757607.500000 Penalty: 3401.870850
	Iteration 152Q: 3 clusters Score -3757608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3757610.750000 Penalty: 3401.870850
	Iteration 153Q: 3 clusters Score -3757611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3757612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3757612.250000 Penalty: 3401.870850
	Iteration 155F: 3 clusters Score -3757612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38023 members 
Entering Unmasked Estep 
Score: -3898232.500000 Penalty: 1713.716187
	Iteration 0F: 2 clusters Score -3898232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3872835.500000 Penalty: 3427.432373
	Iteration 0F: 3 clusters Score -3872836 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3882834.500000 Penalty: 3427.432373
	Iteration 1F: 3 clusters Score -3882834 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3883677 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3884825.500000 Penalty: 3427.432373
	Iteration 3F: 3 clusters Score -3884826 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3886197.750000 Penalty: 3427.432373
	Iteration 4F: 3 clusters Score -3886198 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3887851.250000 Penalty: 3427.432373
	Iteration 5F: 3 clusters Score -3887851 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3889574.500000 Penalty: 3427.432373
	Iteration 6F: 3 clusters Score -3889574 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3890885.500000 Penalty: 3427.432373
	Iteration 7F: 3 clusters Score -3890886 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3891701.500000 Penalty: 3427.432373
	Iteration 8Q: 3 clusters Score -3891702 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3892202.250000 Penalty: 3427.432373
	Iteration 9Q: 3 clusters Score -3892202 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3892557.000000 Penalty: 3427.432373
	Iteration 10Q: 3 clusters Score -3892557 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3892871.250000 Penalty: 3427.432373
	Iteration 11Q: 3 clusters Score -3892871 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3893314.500000 Penalty: 3427.432373
	Iteration 12Q: 3 clusters Score -3893314 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3894313.500000 Penalty: 3427.432373
	Iteration 13Q: 3 clusters Score -3894314 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3895345.000000 Penalty: 3427.432373
	Iteration 14Q: 3 clusters Score -3895345 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3895646.000000 Penalty: 3427.432373
	Iteration 15Q: 3 clusters Score -3895646 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3895817.500000 Penalty: 3427.432373
	Iteration 16Q: 3 clusters Score -3895818 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3895926.500000 Penalty: 3427.432373
	Iteration 17Q: 3 clusters Score -3895926 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3896047.750000 Penalty: 3427.432373
	Iteration 18Q: 3 clusters Score -3896048 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3896120.500000 Penalty: 3427.432373
	Iteration 19Q: 3 clusters Score -3896120 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3896202.250000 Penalty: 3427.432373
	Iteration 20F: 3 clusters Score -3896202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3896270.000000 Penalty: 3427.432373
	Iteration 21Q: 3 clusters Score -3896270 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3896339.250000 Penalty: 3427.432373
	Iteration 22Q: 3 clusters Score -3896339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3896381.500000 Penalty: 3427.432373
	Iteration 23Q: 3 clusters Score -3896382 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3896413.000000 Penalty: 3427.432373
	Iteration 24Q: 3 clusters Score -3896413 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3896459.750000 Penalty: 3427.432373
	Iteration 25Q: 3 clusters Score -3896460 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3896486.500000 Penalty: 3427.432373
	Iteration 26Q: 3 clusters Score -3896486 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3896526.000000 Penalty: 3427.432373
	Iteration 27Q: 3 clusters Score -3896526 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3896561.000000 Penalty: 3427.432373
	Iteration 28Q: 3 clusters Score -3896561 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3896575.500000 Penalty: 3427.432373
	Iteration 29Q: 3 clusters Score -3896576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -3896591.250000 Penalty: 3427.432373
	Iteration 30Q: 3 clusters Score -3896591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3896628.250000 Penalty: 3427.432373
	Iteration 31Q: 3 clusters Score -3896628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3896637.250000 Penalty: 3427.432373
	Iteration 32Q: 3 clusters Score -3896637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -3896666.250000 Penalty: 3427.432373
	Iteration 33Q: 3 clusters Score -3896666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3896685.500000 Penalty: 3427.432373
	Iteration 34Q: 3 clusters Score -3896686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -3896703.250000 Penalty: 3427.432373
	Iteration 35Q: 3 clusters Score -3896703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3896713.500000 Penalty: 3427.432373
	Iteration 36Q: 3 clusters Score -3896714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3896720.250000 Penalty: 3427.432373
	Iteration 37Q: 3 clusters Score -3896720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3896731.250000 Penalty: 3427.432373
	Iteration 38Q: 3 clusters Score -3896731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3896747.000000 Penalty: 3427.432373
	Iteration 39Q: 3 clusters Score -3896747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3896745.750000 Penalty: 3427.432373
	Iteration 40F: 3 clusters Score -3896746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3896755.750000 Penalty: 3427.432373
	Iteration 41Q: 3 clusters Score -3896756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3896762.500000 Penalty: 3427.432373
	Iteration 42Q: 3 clusters Score -3896762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3896771.750000 Penalty: 3427.432373
	Iteration 43Q: 3 clusters Score -3896772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -3896793.250000 Penalty: 3427.432373
	Iteration 44Q: 3 clusters Score -3896793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3896788.500000 Penalty: 3427.432373
	Iteration 45Q: 3 clusters Score -3896788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3896792.750000 Penalty: 3427.432373
	Iteration 46Q: 3 clusters Score -3896793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3896792.000000 Penalty: 3427.432373
	Iteration 47Q: 3 clusters Score -3896792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3896792.000000 Penalty: 3427.432373
	Iteration 48Q: 3 clusters Score -3896792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3896797.750000 Penalty: 3427.432373
	Iteration 49Q: 3 clusters Score -3896798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3896798.000000 Penalty: 3427.432373
	Iteration 50Q: 3 clusters Score -3896798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3896798.500000 Penalty: 3427.432373
	Iteration 51Q: 3 clusters Score -3896798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3896802.000000 Penalty: 3427.432373
	Iteration 52Q: 3 clusters Score -3896802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3896802.000000 Penalty: 3427.432373
	Iteration 53Q: 3 clusters Score -3896802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3896802.000000 Penalty: 3427.432373
	Iteration 54Q: 3 clusters Score -3896802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -3896803.750000 Penalty: 3427.432373
	Iteration 55Q: 3 clusters Score -3896804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3896803.000000 Penalty: 3427.432373
	Iteration 56Q: 3 clusters Score -3896803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3896803.750000 Penalty: 3427.432373
	Iteration 57Q: 3 clusters Score -3896804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -3896802.500000 Penalty: 3427.432373
	Iteration 58Q: 3 clusters Score -3896802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3896800.500000 Penalty: 3427.432373
	Iteration 59Q: 3 clusters Score -3896800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3896802.250000 Penalty: 3427.432373
	Iteration 60F: 3 clusters Score -3896802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3896801.750000 Penalty: 3427.432373
	Iteration 61Q: 3 clusters Score -3896802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3896801.750000 Penalty: 3427.432373
	Iteration 62F: 3 clusters Score -3896802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -304569.437500 Penalty: 1297.972778
	Iteration 0F: 2 clusters Score -304569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -301883.375000 Penalty: 2595.945557
	Iteration 0F: 3 clusters Score -301883.4 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -302585.062500 Penalty: 2595.945557
	Iteration 1F: 3 clusters Score -302585.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302725.281250 Penalty: 2595.945557
	Iteration 2F: 3 clusters Score -302725.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -302808.093750 Penalty: 2595.945557
	Iteration 3Q: 3 clusters Score -302808.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -302877.812500 Penalty: 2595.945557
	Iteration 4Q: 3 clusters Score -302877.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302948.312500 Penalty: 2595.945557
	Iteration 5Q: 3 clusters Score -302948.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303007.781250 Penalty: 2595.945557
	Iteration 6Q: 3 clusters Score -303007.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -303064.937500 Penalty: 2595.945557
	Iteration 7Q: 3 clusters Score -303064.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303128.781250 Penalty: 2595.945557
	Iteration 8Q: 3 clusters Score -303128.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -303191.687500 Penalty: 2595.945557
	Iteration 9Q: 3 clusters Score -303191.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -303267.750000 Penalty: 2595.945557
	Iteration 10Q: 3 clusters Score -303267.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303334.468750 Penalty: 2595.945557
	Iteration 11Q: 3 clusters Score -303334.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303395.500000 Penalty: 2595.945557
	Iteration 12Q: 3 clusters Score -303395.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303438.531250 Penalty: 2595.945557
	Iteration 13Q: 3 clusters Score -303438.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -303478.343750 Penalty: 2595.945557
	Iteration 14Q: 3 clusters Score -303478.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -303522.156250 Penalty: 2595.945557
	Iteration 15Q: 3 clusters Score -303522.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303560.156250 Penalty: 2595.945557
	Iteration 16Q: 3 clusters Score -303560.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -303591.625000 Penalty: 2595.945557
	Iteration 17Q: 3 clusters Score -303591.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -303622.125000 Penalty: 2595.945557
	Iteration 18Q: 3 clusters Score -303622.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -303653.812500 Penalty: 2595.945557
	Iteration 19Q: 3 clusters Score -303653.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -303688.593750 Penalty: 2595.945557
	Iteration 20F: 3 clusters Score -303688.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303712.093750 Penalty: 2595.945557
	Iteration 21Q: 3 clusters Score -303712.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -303727.843750 Penalty: 2595.945557
	Iteration 22Q: 3 clusters Score -303727.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -303739.906250 Penalty: 2595.945557
	Iteration 23Q: 3 clusters Score -303739.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -303758.156250 Penalty: 2595.945557
	Iteration 24Q: 3 clusters Score -303758.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -303784.500000 Penalty: 2595.945557
	Iteration 25Q: 3 clusters Score -303784.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -303819.500000 Penalty: 2595.945557
	Iteration 26Q: 3 clusters Score -303819.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303858.312500 Penalty: 2595.945557
	Iteration 27Q: 3 clusters Score -303858.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -303892.843750 Penalty: 2595.945557
	Iteration 28Q: 3 clusters Score -303892.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -303932.968750 Penalty: 2595.945557
	Iteration 29Q: 3 clusters Score -303933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -303980.718750 Penalty: 2595.945557
	Iteration 30Q: 3 clusters Score -303980.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -304027.000000 Penalty: 2595.945557
	Iteration 31Q: 3 clusters Score -304027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -304063.281250 Penalty: 2595.945557
	Iteration 32Q: 3 clusters Score -304063.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -304097.500000 Penalty: 2595.945557
	Iteration 33Q: 3 clusters Score -304097.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -304122.093750 Penalty: 2595.945557
	Iteration 34Q: 3 clusters Score -304122.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -304141.343750 Penalty: 2595.945557
	Iteration 35Q: 3 clusters Score -304141.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -304159.656250 Penalty: 2595.945557
	Iteration 36Q: 3 clusters Score -304159.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -304173.562500 Penalty: 2595.945557
	Iteration 37Q: 3 clusters Score -304173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -304186.093750 Penalty: 2595.945557
	Iteration 38Q: 3 clusters Score -304186.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -304202.562500 Penalty: 2595.945557
	Iteration 39Q: 3 clusters Score -304202.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -304216.937500 Penalty: 2595.945557
	Iteration 40F: 3 clusters Score -304216.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -304230.593750 Penalty: 2595.945557
	Iteration 41Q: 3 clusters Score -304230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -304242.406250 Penalty: 2595.945557
	Iteration 42Q: 3 clusters Score -304242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -304251.125000 Penalty: 2595.945557
	Iteration 43Q: 3 clusters Score -304251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -304256.500000 Penalty: 2595.945557
	Iteration 44Q: 3 clusters Score -304256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -304262.125000 Penalty: 2595.945557
	Iteration 45Q: 3 clusters Score -304262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -304264.250000 Penalty: 2595.945557
	Iteration 46Q: 3 clusters Score -304264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -304265.031250 Penalty: 2595.945557
	Iteration 47Q: 3 clusters Score -304265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -304265.000000 Penalty: 2595.945557
	Iteration 48Q: 3 clusters Score -304265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -304265.000000 Penalty: 2595.945557
	Iteration 49F: 3 clusters Score -304265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Entering Unmasked Estep 
Score: -5304091.000000 Penalty: 1756.449463
	Iteration 0F: 2 clusters Score -5304091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5271110.000000 Penalty: 3512.898926
	Iteration 0F: 3 clusters Score -5271110 nChanged 23056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5284783.000000 Penalty: 3512.898926
	Iteration 1F: 3 clusters Score -5284783 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -5286166.000000 Penalty: 3512.898926
	Iteration 2F: 3 clusters Score -5286166 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5288298.000000 Penalty: 3512.898926
	Iteration 3F: 3 clusters Score -5288298 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -5290818.000000 Penalty: 3512.898926
	Iteration 4F: 3 clusters Score -5290818 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5293630.500000 Penalty: 3512.898926
	Iteration 5F: 3 clusters Score -5293630 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -5296273.000000 Penalty: 3512.898926
	Iteration 6F: 3 clusters Score -5296273 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5298422.500000 Penalty: 3512.898926
	Iteration 7F: 3 clusters Score -5298422 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5299923.500000 Penalty: 3512.898926
	Iteration 8Q: 3 clusters Score -5299924 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5300915.000000 Penalty: 3512.898926
	Iteration 9Q: 3 clusters Score -5300915 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5301451.000000 Penalty: 3512.898926
	Iteration 10Q: 3 clusters Score -5301451 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -5301817.000000 Penalty: 3512.898926
	Iteration 11Q: 3 clusters Score -5301817 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5302105.500000 Penalty: 3512.898926
	Iteration 12Q: 3 clusters Score -5302106 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5302350.500000 Penalty: 3512.898926
	Iteration 13Q: 3 clusters Score -5302350 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5302507.500000 Penalty: 3512.898926
	Iteration 14Q: 3 clusters Score -5302508 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5302678.000000 Penalty: 3512.898926
	Iteration 15Q: 3 clusters Score -5302678 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5302787.500000 Penalty: 3512.898926
	Iteration 16Q: 3 clusters Score -5302788 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -5302871.000000 Penalty: 3512.898926
	Iteration 17Q: 3 clusters Score -5302871 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5302974.000000 Penalty: 3512.898926
	Iteration 18Q: 3 clusters Score -5302974 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -5303073.500000 Penalty: 3512.898926
	Iteration 19Q: 3 clusters Score -5303074 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5303153.000000 Penalty: 3512.898926
	Iteration 20F: 3 clusters Score -5303153 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5303226.000000 Penalty: 3512.898926
	Iteration 21Q: 3 clusters Score -5303226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5303266.000000 Penalty: 3512.898926
	Iteration 22Q: 3 clusters Score -5303266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5303316.000000 Penalty: 3512.898926
	Iteration 23Q: 3 clusters Score -5303316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5303376.000000 Penalty: 3512.898926
	Iteration 24Q: 3 clusters Score -5303376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5303411.500000 Penalty: 3512.898926
	Iteration 25Q: 3 clusters Score -5303412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -5303420.000000 Penalty: 3512.898926
	Iteration 26Q: 3 clusters Score -5303420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -5303432.000000 Penalty: 3512.898926
	Iteration 27Q: 3 clusters Score -5303432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5303443.000000 Penalty: 3512.898926
	Iteration 28Q: 3 clusters Score -5303443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -5303456.500000 Penalty: 3512.898926
	Iteration 29Q: 3 clusters Score -5303456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5303486.000000 Penalty: 3512.898926
	Iteration 30Q: 3 clusters Score -5303486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5303496.500000 Penalty: 3512.898926
	Iteration 31Q: 3 clusters Score -5303496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5303509.000000 Penalty: 3512.898926
	Iteration 32Q: 3 clusters Score -5303509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -5303525.000000 Penalty: 3512.898926
	Iteration 33Q: 3 clusters Score -5303525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -5303538.500000 Penalty: 3512.898926
	Iteration 34Q: 3 clusters Score -5303538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -5303531.500000 Penalty: 3512.898926
	Iteration 35Q: 3 clusters Score -5303532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -5303552.500000 Penalty: 3512.898926
	Iteration 36Q: 3 clusters Score -5303552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5303555.500000 Penalty: 3512.898926
	Iteration 37Q: 3 clusters Score -5303556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -5303556.000000 Penalty: 3512.898926
	Iteration 38Q: 3 clusters Score -5303556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5303570.000000 Penalty: 3512.898926
	Iteration 39Q: 3 clusters Score -5303570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -5303561.500000 Penalty: 3512.898926
	Iteration 40F: 3 clusters Score -5303562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5303568.000000 Penalty: 3512.898926
	Iteration 41Q: 3 clusters Score -5303568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5303566.000000 Penalty: 3512.898926
	Iteration 42Q: 3 clusters Score -5303566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -5303571.000000 Penalty: 3512.898926
	Iteration 43Q: 3 clusters Score -5303571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5303570.000000 Penalty: 3512.898926
	Iteration 44Q: 3 clusters Score -5303570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5303570.500000 Penalty: 3512.898926
	Iteration 45Q: 3 clusters Score -5303570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5303576.500000 Penalty: 3512.898926
	Iteration 46Q: 3 clusters Score -5303576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5303577.500000 Penalty: 3512.898926
	Iteration 47Q: 3 clusters Score -5303578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5303577.500000 Penalty: 3512.898926
	Iteration 48Q: 3 clusters Score -5303578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -5303579.000000 Penalty: 3512.898926
	Iteration 49Q: 3 clusters Score -5303579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5303577.000000 Penalty: 3512.898926
	Iteration 50Q: 3 clusters Score -5303577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5303577.000000 Penalty: 3512.898926
	Iteration 51F: 3 clusters Score -5303577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Entering Unmasked Estep 
Score: -4463253.000000 Penalty: 1728.973755
	Iteration 0F: 2 clusters Score -4463253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4435337.000000 Penalty: 3457.947510
	Iteration 0F: 3 clusters Score -4435337 nChanged 19435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4446327.000000 Penalty: 3457.947510
	Iteration 1F: 3 clusters Score -4446327 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4447123.000000 Penalty: 3457.947510
	Iteration 2Q: 3 clusters Score -4447123 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4448279.000000 Penalty: 3457.947510
	Iteration 3F: 3 clusters Score -4448279 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4450006.500000 Penalty: 3457.947510
	Iteration 4F: 3 clusters Score -4450006 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4452524.500000 Penalty: 3457.947510
	Iteration 5F: 3 clusters Score -4452524 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4455509.500000 Penalty: 3457.947510
	Iteration 6F: 3 clusters Score -4455510 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4458105.000000 Penalty: 3457.947510
	Iteration 7F: 3 clusters Score -4458105 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4459764.500000 Penalty: 3457.947510
	Iteration 8Q: 3 clusters Score -4459764 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4460720.000000 Penalty: 3457.947510
	Iteration 9Q: 3 clusters Score -4460720 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4461221.500000 Penalty: 3457.947510
	Iteration 10Q: 3 clusters Score -4461222 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4461461.000000 Penalty: 3457.947510
	Iteration 11Q: 3 clusters Score -4461461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4461619.500000 Penalty: 3457.947510
	Iteration 12Q: 3 clusters Score -4461620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4461676.500000 Penalty: 3457.947510
	Iteration 13Q: 3 clusters Score -4461676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4461715.500000 Penalty: 3457.947510
	Iteration 14Q: 3 clusters Score -4461716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4461738.500000 Penalty: 3457.947510
	Iteration 15Q: 3 clusters Score -4461738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4461753.500000 Penalty: 3457.947510
	Iteration 16Q: 3 clusters Score -4461754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4461755.000000 Penalty: 3457.947510
	Iteration 17Q: 3 clusters Score -4461755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4461759.500000 Penalty: 3457.947510
	Iteration 18Q: 3 clusters Score -4461760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4461755.500000 Penalty: 3457.947510
	Iteration 19Q: 3 clusters Score -4461756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4461755.000000 Penalty: 3457.947510
	Iteration 20F: 3 clusters Score -4461755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4461762.500000 Penalty: 3457.947510
	Iteration 21Q: 3 clusters Score -4461762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4461760.500000 Penalty: 3457.947510
	Iteration 22Q: 3 clusters Score -4461760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4461760.000000 Penalty: 3457.947510
	Iteration 23Q: 3 clusters Score -4461760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4461760.000000 Penalty: 3457.947510
	Iteration 24F: 3 clusters Score -4461760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Entering Unmasked Estep 
Score: -2361114.750000 Penalty: 1625.284058
	Iteration 0F: 2 clusters Score -2361115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2346164.750000 Penalty: 3250.568115
	Iteration 0F: 3 clusters Score -2346165 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2351702.750000 Penalty: 3250.568115
	Iteration 1F: 3 clusters Score -2351703 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2351966.000000 Penalty: 3250.568115
	Iteration 2Q: 3 clusters Score -2351966 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2352220.000000 Penalty: 3250.568115
	Iteration 3Q: 3 clusters Score -2352220 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2352435.250000 Penalty: 3250.568115
	Iteration 4Q: 3 clusters Score -2352435 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2352643.500000 Penalty: 3250.568115
	Iteration 5Q: 3 clusters Score -2352644 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2352868.000000 Penalty: 3250.568115
	Iteration 6Q: 3 clusters Score -2352868 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2353132.000000 Penalty: 3250.568115
	Iteration 7Q: 3 clusters Score -2353132 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2353446.750000 Penalty: 3250.568115
	Iteration 8Q: 3 clusters Score -2353447 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2353859.750000 Penalty: 3250.568115
	Iteration 9Q: 3 clusters Score -2353860 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2354437.500000 Penalty: 3250.568115
	Iteration 10Q: 3 clusters Score -2354438 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2355162.750000 Penalty: 3250.568115
	Iteration 11F: 3 clusters Score -2355163 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2356005.250000 Penalty: 3250.568115
	Iteration 12F: 3 clusters Score -2356005 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2356851.500000 Penalty: 3250.568115
	Iteration 13Q: 3 clusters Score -2356852 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2357604.500000 Penalty: 3250.568115
	Iteration 14Q: 3 clusters Score -2357604 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2358196.250000 Penalty: 3250.568115
	Iteration 15Q: 3 clusters Score -2358196 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2358626.250000 Penalty: 3250.568115
	Iteration 16Q: 3 clusters Score -2358626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2358880.750000 Penalty: 3250.568115
	Iteration 17Q: 3 clusters Score -2358881 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2359059.750000 Penalty: 3250.568115
	Iteration 18Q: 3 clusters Score -2359060 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2359173.750000 Penalty: 3250.568115
	Iteration 19Q: 3 clusters Score -2359174 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2359276.000000 Penalty: 3250.568115
	Iteration 20F: 3 clusters Score -2359276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2359351.250000 Penalty: 3250.568115
	Iteration 21Q: 3 clusters Score -2359351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2359416.750000 Penalty: 3250.568115
	Iteration 22Q: 3 clusters Score -2359417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2359465.750000 Penalty: 3250.568115
	Iteration 23Q: 3 clusters Score -2359466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2359502.750000 Penalty: 3250.568115
	Iteration 24Q: 3 clusters Score -2359503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2359524.250000 Penalty: 3250.568115
	Iteration 25Q: 3 clusters Score -2359524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2359545.500000 Penalty: 3250.568115
	Iteration 26Q: 3 clusters Score -2359546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2359572.750000 Penalty: 3250.568115
	Iteration 27Q: 3 clusters Score -2359573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2359584.250000 Penalty: 3250.568115
	Iteration 28Q: 3 clusters Score -2359584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2359599.000000 Penalty: 3250.568115
	Iteration 29Q: 3 clusters Score -2359599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2359616.500000 Penalty: 3250.568115
	Iteration 30Q: 3 clusters Score -2359616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2359630.750000 Penalty: 3250.568115
	Iteration 31Q: 3 clusters Score -2359631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2359641.500000 Penalty: 3250.568115
	Iteration 32Q: 3 clusters Score -2359642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2359649.750000 Penalty: 3250.568115
	Iteration 33Q: 3 clusters Score -2359650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2359657.250000 Penalty: 3250.568115
	Iteration 34Q: 3 clusters Score -2359657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2359665.750000 Penalty: 3250.568115
	Iteration 35Q: 3 clusters Score -2359666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2359678.750000 Penalty: 3250.568115
	Iteration 36Q: 3 clusters Score -2359679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2359683.750000 Penalty: 3250.568115
	Iteration 37Q: 3 clusters Score -2359684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2359697.500000 Penalty: 3250.568115
	Iteration 38Q: 3 clusters Score -2359698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2359710.250000 Penalty: 3250.568115
	Iteration 39Q: 3 clusters Score -2359710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2359711.750000 Penalty: 3250.568115
	Iteration 40F: 3 clusters Score -2359712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2359718.750000 Penalty: 3250.568115
	Iteration 41Q: 3 clusters Score -2359719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2359722.750000 Penalty: 3250.568115
	Iteration 42Q: 3 clusters Score -2359723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2359724.500000 Penalty: 3250.568115
	Iteration 43Q: 3 clusters Score -2359724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2359728.000000 Penalty: 3250.568115
	Iteration 44Q: 3 clusters Score -2359728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2359732.250000 Penalty: 3250.568115
	Iteration 45Q: 3 clusters Score -2359732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2359738.750000 Penalty: 3250.568115
	Iteration 46Q: 3 clusters Score -2359739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2359741.750000 Penalty: 3250.568115
	Iteration 47Q: 3 clusters Score -2359742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2359743.000000 Penalty: 3250.568115
	Iteration 48Q: 3 clusters Score -2359743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2359744.500000 Penalty: 3250.568115
	Iteration 49Q: 3 clusters Score -2359744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2359749.000000 Penalty: 3250.568115
	Iteration 50Q: 3 clusters Score -2359749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2359747.000000 Penalty: 3250.568115
	Iteration 51Q: 3 clusters Score -2359747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2359747.000000 Penalty: 3250.568115
	Iteration 52F: 3 clusters Score -2359747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Entering Unmasked Estep 
Score: -4949429.500000 Penalty: 1746.686523
	Iteration 0F: 2 clusters Score -4949430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4918118.000000 Penalty: 3493.373047
	Iteration 0F: 3 clusters Score -4918118 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4930605.500000 Penalty: 3493.373047
	Iteration 1F: 3 clusters Score -4930606 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4931602.000000 Penalty: 3493.373047
	Iteration 2Q: 3 clusters Score -4931602 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4932995.500000 Penalty: 3493.373047
	Iteration 3F: 3 clusters Score -4932996 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4935069.500000 Penalty: 3493.373047
	Iteration 4F: 3 clusters Score -4935070 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4937795.500000 Penalty: 3493.373047
	Iteration 5F: 3 clusters Score -4937796 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4940719.000000 Penalty: 3493.373047
	Iteration 6F: 3 clusters Score -4940719 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4943199.500000 Penalty: 3493.373047
	Iteration 7F: 3 clusters Score -4943200 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4945039.000000 Penalty: 3493.373047
	Iteration 8Q: 3 clusters Score -4945039 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4946235.500000 Penalty: 3493.373047
	Iteration 9Q: 3 clusters Score -4946236 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4946849.500000 Penalty: 3493.373047
	Iteration 10Q: 3 clusters Score -4946850 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4947181.500000 Penalty: 3493.373047
	Iteration 11Q: 3 clusters Score -4947182 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4947350.500000 Penalty: 3493.373047
	Iteration 12Q: 3 clusters Score -4947350 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4947445.500000 Penalty: 3493.373047
	Iteration 13Q: 3 clusters Score -4947446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4947539.000000 Penalty: 3493.373047
	Iteration 14Q: 3 clusters Score -4947539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4947579.000000 Penalty: 3493.373047
	Iteration 15Q: 3 clusters Score -4947579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4947640.000000 Penalty: 3493.373047
	Iteration 16Q: 3 clusters Score -4947640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4947671.000000 Penalty: 3493.373047
	Iteration 17Q: 3 clusters Score -4947671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4947690.000000 Penalty: 3493.373047
	Iteration 18Q: 3 clusters Score -4947690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4947720.000000 Penalty: 3493.373047
	Iteration 19Q: 3 clusters Score -4947720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4947726.000000 Penalty: 3493.373047
	Iteration 20F: 3 clusters Score -4947726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4947749.000000 Penalty: 3493.373047
	Iteration 21Q: 3 clusters Score -4947749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4947759.000000 Penalty: 3493.373047
	Iteration 22Q: 3 clusters Score -4947759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4947765.500000 Penalty: 3493.373047
	Iteration 23Q: 3 clusters Score -4947766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4947767.000000 Penalty: 3493.373047
	Iteration 24Q: 3 clusters Score -4947767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4947773.000000 Penalty: 3493.373047
	Iteration 25Q: 3 clusters Score -4947773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4947767.000000 Penalty: 3493.373047
	Iteration 26Q: 3 clusters Score -4947767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4947779.000000 Penalty: 3493.373047
	Iteration 27Q: 3 clusters Score -4947779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4947783.000000 Penalty: 3493.373047
	Iteration 28Q: 3 clusters Score -4947783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4947783.500000 Penalty: 3493.373047
	Iteration 29Q: 3 clusters Score -4947784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4947787.500000 Penalty: 3493.373047
	Iteration 30Q: 3 clusters Score -4947788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4947785.000000 Penalty: 3493.373047
	Iteration 31Q: 3 clusters Score -4947785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4947788.000000 Penalty: 3493.373047
	Iteration 32Q: 3 clusters Score -4947788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4947792.500000 Penalty: 3493.373047
	Iteration 33Q: 3 clusters Score -4947792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4947791.000000 Penalty: 3493.373047
	Iteration 34Q: 3 clusters Score -4947791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4947799.000000 Penalty: 3493.373047
	Iteration 35Q: 3 clusters Score -4947799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4947804.000000 Penalty: 3493.373047
	Iteration 36Q: 3 clusters Score -4947804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4947805.500000 Penalty: 3493.373047
	Iteration 37Q: 3 clusters Score -4947806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4947811.000000 Penalty: 3493.373047
	Iteration 38Q: 3 clusters Score -4947811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4947818.500000 Penalty: 3493.373047
	Iteration 39Q: 3 clusters Score -4947818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4947826.000000 Penalty: 3493.373047
	Iteration 40F: 3 clusters Score -4947826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4947832.000000 Penalty: 3493.373047
	Iteration 41Q: 3 clusters Score -4947832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4947832.500000 Penalty: 3493.373047
	Iteration 42Q: 3 clusters Score -4947832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4947832.000000 Penalty: 3493.373047
	Iteration 43Q: 3 clusters Score -4947832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4947835.500000 Penalty: 3493.373047
	Iteration 44Q: 3 clusters Score -4947836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4947848.500000 Penalty: 3493.373047
	Iteration 45Q: 3 clusters Score -4947848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4947849.000000 Penalty: 3493.373047
	Iteration 46Q: 3 clusters Score -4947849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4947856.000000 Penalty: 3493.373047
	Iteration 47Q: 3 clusters Score -4947856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4947856.500000 Penalty: 3493.373047
	Iteration 48Q: 3 clusters Score -4947856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4947855.500000 Penalty: 3493.373047
	Iteration 49Q: 3 clusters Score -4947856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4947860.500000 Penalty: 3493.373047
	Iteration 50Q: 3 clusters Score -4947860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4947858.000000 Penalty: 3493.373047
	Iteration 51Q: 3 clusters Score -4947858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4947861.500000 Penalty: 3493.373047
	Iteration 52Q: 3 clusters Score -4947862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4947872.000000 Penalty: 3493.373047
	Iteration 53Q: 3 clusters Score -4947872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4947874.000000 Penalty: 3493.373047
	Iteration 54Q: 3 clusters Score -4947874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4947878.500000 Penalty: 3493.373047
	Iteration 55Q: 3 clusters Score -4947878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4947888.000000 Penalty: 3493.373047
	Iteration 56Q: 3 clusters Score -4947888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4947883.500000 Penalty: 3493.373047
	Iteration 57Q: 3 clusters Score -4947884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4947888.500000 Penalty: 3493.373047
	Iteration 58Q: 3 clusters Score -4947888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4947891.500000 Penalty: 3493.373047
	Iteration 59Q: 3 clusters Score -4947892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4947891.500000 Penalty: 3493.373047
	Iteration 60F: 3 clusters Score -4947892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4947886.500000 Penalty: 3493.373047
	Iteration 61Q: 3 clusters Score -4947886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4947892.500000 Penalty: 3493.373047
	Iteration 62Q: 3 clusters Score -4947892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4947896.500000 Penalty: 3493.373047
	Iteration 63Q: 3 clusters Score -4947896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4947898.000000 Penalty: 3493.373047
	Iteration 64Q: 3 clusters Score -4947898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4947892.500000 Penalty: 3493.373047
	Iteration 65Q: 3 clusters Score -4947892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4947898.500000 Penalty: 3493.373047
	Iteration 66Q: 3 clusters Score -4947898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4947905.500000 Penalty: 3493.373047
	Iteration 67Q: 3 clusters Score -4947906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4947905.000000 Penalty: 3493.373047
	Iteration 68Q: 3 clusters Score -4947905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4947907.000000 Penalty: 3493.373047
	Iteration 69Q: 3 clusters Score -4947907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4947906.500000 Penalty: 3493.373047
	Iteration 70Q: 3 clusters Score -4947906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4947906.500000 Penalty: 3493.373047
	Iteration 71Q: 3 clusters Score -4947906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4947909.000000 Penalty: 3493.373047
	Iteration 72Q: 3 clusters Score -4947909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4947907.500000 Penalty: 3493.373047
	Iteration 73Q: 3 clusters Score -4947908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4947905.000000 Penalty: 3493.373047
	Iteration 74Q: 3 clusters Score -4947905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4947905.000000 Penalty: 3493.373047
	Iteration 75Q: 3 clusters Score -4947905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4947911.500000 Penalty: 3493.373047
	Iteration 76Q: 3 clusters Score -4947912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4947911.500000 Penalty: 3493.373047
	Iteration 77Q: 3 clusters Score -4947912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4947905.500000 Penalty: 3493.373047
	Iteration 78Q: 3 clusters Score -4947906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4947905.500000 Penalty: 3493.373047
	Iteration 79F: 3 clusters Score -4947906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Entering Unmasked Estep 
Score: -6471288.500000 Penalty: 1789.133423
	Iteration 0F: 2 clusters Score -6471288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -6430799.500000 Penalty: 3578.266846
	Iteration 0F: 3 clusters Score -6430800 nChanged 28290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -6446859.500000 Penalty: 3578.266846
	Iteration 1F: 3 clusters Score -6446860 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6447556.500000 Penalty: 3578.266846
	Iteration 2Q: 3 clusters Score -6447556 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -6448750.000000 Penalty: 3578.266846
	Iteration 3Q: 3 clusters Score -6448750 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6450901.500000 Penalty: 3578.266846
	Iteration 4F: 3 clusters Score -6450902 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6454529.000000 Penalty: 3578.266846
	Iteration 5F: 3 clusters Score -6454529 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -6459476.500000 Penalty: 3578.266846
	Iteration 6F: 3 clusters Score -6459476 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6464550.000000 Penalty: 3578.266846
	Iteration 7F: 3 clusters Score -6464550 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6467780.500000 Penalty: 3578.266846
	Iteration 8F: 3 clusters Score -6467780 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6468993.000000 Penalty: 3578.266846
	Iteration 9Q: 3 clusters Score -6468993 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6469399.000000 Penalty: 3578.266846
	Iteration 10Q: 3 clusters Score -6469399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6469563.500000 Penalty: 3578.266846
	Iteration 11Q: 3 clusters Score -6469564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6469637.000000 Penalty: 3578.266846
	Iteration 12Q: 3 clusters Score -6469637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6469657.000000 Penalty: 3578.266846
	Iteration 13Q: 3 clusters Score -6469657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6469684.500000 Penalty: 3578.266846
	Iteration 14Q: 3 clusters Score -6469684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6469696.000000 Penalty: 3578.266846
	Iteration 15Q: 3 clusters Score -6469696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6469713.000000 Penalty: 3578.266846
	Iteration 16Q: 3 clusters Score -6469713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6469717.500000 Penalty: 3578.266846
	Iteration 17Q: 3 clusters Score -6469718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6469727.000000 Penalty: 3578.266846
	Iteration 18Q: 3 clusters Score -6469727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6469736.000000 Penalty: 3578.266846
	Iteration 19Q: 3 clusters Score -6469736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6469744.000000 Penalty: 3578.266846
	Iteration 20F: 3 clusters Score -6469744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6469748.500000 Penalty: 3578.266846
	Iteration 21Q: 3 clusters Score -6469748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6469756.000000 Penalty: 3578.266846
	Iteration 22Q: 3 clusters Score -6469756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6469756.000000 Penalty: 3578.266846
	Iteration 23F: 3 clusters Score -6469756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -281125.750000 Penalty: 1283.973755
	Iteration 0F: 2 clusters Score -281125.8 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 1305 members 
Entering Unmasked Estep 
Score: -278586.093750 Penalty: 2567.947510
	Iteration 0F: 3 clusters Score -278586.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -279174.125000 Penalty: 2567.947510
	Iteration 1F: 3 clusters Score -279174.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279276.687500 Penalty: 2567.947510
	Iteration 2F: 3 clusters Score -279276.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -279338.250000 Penalty: 2567.947510
	Iteration 3Q: 3 clusters Score -279338.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -279384.062500 Penalty: 2567.947510
	Iteration 4Q: 3 clusters Score -279384.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -279433.406250 Penalty: 2567.947510
	Iteration 5Q: 3 clusters Score -279433.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279484.656250 Penalty: 2567.947510
	Iteration 6Q: 3 clusters Score -279484.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -279534.875000 Penalty: 2567.947510
	Iteration 7Q: 3 clusters Score -279534.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279568.187500 Penalty: 2567.947510
	Iteration 8Q: 3 clusters Score -279568.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -279600.625000 Penalty: 2567.947510
	Iteration 9Q: 3 clusters Score -279600.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279633.656250 Penalty: 2567.947510
	Iteration 10Q: 3 clusters Score -279633.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -279680.468750 Penalty: 2567.947510
	Iteration 11Q: 3 clusters Score -279680.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -279722.562500 Penalty: 2567.947510
	Iteration 12Q: 3 clusters Score -279722.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -279747.625000 Penalty: 2567.947510
	Iteration 13Q: 3 clusters Score -279747.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -279765.781250 Penalty: 2567.947510
	Iteration 14Q: 3 clusters Score -279765.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -279783.781250 Penalty: 2567.947510
	Iteration 15Q: 3 clusters Score -279783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -279802.625000 Penalty: 2567.947510
	Iteration 16Q: 3 clusters Score -279802.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -279818.687500 Penalty: 2567.947510
	Iteration 17Q: 3 clusters Score -279818.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -279829.781250 Penalty: 2567.947510
	Iteration 18Q: 3 clusters Score -279829.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -279838.687500 Penalty: 2567.947510
	Iteration 19Q: 3 clusters Score -279838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -279851.000000 Penalty: 2567.947510
	Iteration 20F: 3 clusters Score -279851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -279859.687500 Penalty: 2567.947510
	Iteration 21Q: 3 clusters Score -279859.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -279871.562500 Penalty: 2567.947510
	Iteration 22Q: 3 clusters Score -279871.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -279883.375000 Penalty: 2567.947510
	Iteration 23Q: 3 clusters Score -279883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -279894.156250 Penalty: 2567.947510
	Iteration 24Q: 3 clusters Score -279894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -279898.937500 Penalty: 2567.947510
	Iteration 25Q: 3 clusters Score -279898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -279904.125000 Penalty: 2567.947510
	Iteration 26Q: 3 clusters Score -279904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -279913.437500 Penalty: 2567.947510
	Iteration 27Q: 3 clusters Score -279913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -279920.187500 Penalty: 2567.947510
	Iteration 28Q: 3 clusters Score -279920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -279928.375000 Penalty: 2567.947510
	Iteration 29Q: 3 clusters Score -279928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -279939.781250 Penalty: 2567.947510
	Iteration 30Q: 3 clusters Score -279939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -279947.812500 Penalty: 2567.947510
	Iteration 31Q: 3 clusters Score -279947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -279956.406250 Penalty: 2567.947510
	Iteration 32Q: 3 clusters Score -279956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -279962.937500 Penalty: 2567.947510
	Iteration 33Q: 3 clusters Score -279962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -279966.406250 Penalty: 2567.947510
	Iteration 34Q: 3 clusters Score -279966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -279968.187500 Penalty: 2567.947510
	Iteration 35Q: 3 clusters Score -279968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -279968.187500 Penalty: 2567.947510
	Iteration 36F: 3 clusters Score -279968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 172376 members 
Mstep: Class 5 contains 19788 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 126142 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 35147 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49460 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 22065 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 60479 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207688.000000 Penalty: 43641.613281
Iteration 199Q: 21 clusters Score -7.020769e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 172703 members 
Mstep: Class 5 contains 19774 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 125686 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 30092 members 
Mstep: Class 12 contains 35143 members 
Mstep: Class 13 contains 38027 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49464 members 
Mstep: Class 16 contains 41846 members 
Mstep: Class 17 contains 22069 members 
Mstep: Class 18 contains 46579 members 
Mstep: Class 19 contains 60554 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207736.000000 Penalty: 43641.613281
Iteration 200F: 21 clusters Score -7.020774e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 14984 members 
Mstep: Class 4 contains 173068 members 
Mstep: Class 5 contains 19771 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 125209 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 30079 members 
Mstep: Class 12 contains 35124 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 49464 members 
Mstep: Class 16 contains 41954 members 
Mstep: Class 17 contains 22071 members 
Mstep: Class 18 contains 46584 members 
Mstep: Class 19 contains 60613 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207792.000000 Penalty: 43641.613281
Iteration 201Q: 21 clusters Score -7.020779e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 14960 members 
Mstep: Class 4 contains 173398 members 
Mstep: Class 5 contains 19768 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 124731 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 30064 members 
Mstep: Class 12 contains 35103 members 
Mstep: Class 13 contains 38037 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 49462 members 
Mstep: Class 16 contains 42083 members 
Mstep: Class 17 contains 22081 members 
Mstep: Class 18 contains 46592 members 
Mstep: Class 19 contains 60682 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207752.000000 Penalty: 43641.613281
Iteration 202Q: 21 clusters Score -7.020775e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 14940 members 
Mstep: Class 4 contains 173721 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 124240 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 30052 members 
Mstep: Class 12 contains 35088 members 
Mstep: Class 13 contains 38047 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 49458 members 
Mstep: Class 16 contains 42219 members 
Mstep: Class 17 contains 22095 members 
Mstep: Class 18 contains 46594 members 
Mstep: Class 19 contains 60755 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 21 clusters Score -7.020776e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 4 contains 174072 members 
Mstep: Class 5 contains 19750 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 123708 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 30039 members 
Mstep: Class 12 contains 35073 members 
Mstep: Class 13 contains 38059 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49457 members 
Mstep: Class 16 contains 42347 members 
Mstep: Class 17 contains 22108 members 
Mstep: Class 18 contains 46595 members 
Mstep: Class 19 contains 60836 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 21 clusters Score -7.020798e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 14916 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 19741 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 123172 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 30031 members 
Mstep: Class 12 contains 35062 members 
Mstep: Class 13 contains 38074 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49460 members 
Mstep: Class 16 contains 42456 members 
Mstep: Class 17 contains 22122 members 
Mstep: Class 18 contains 46598 members 
Mstep: Class 19 contains 60904 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 21 clusters Score -7.020819e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 14911 members 
Mstep: Class 4 contains 174806 members 
Mstep: Class 5 contains 19732 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 122669 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 30023 members 
Mstep: Class 12 contains 35046 members 
Mstep: Class 13 contains 38075 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49458 members 
Mstep: Class 16 contains 42547 members 
Mstep: Class 17 contains 22131 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 60986 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208312.000000 Penalty: 43641.613281
Iteration 206Q: 21 clusters Score -7.020831e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 14910 members 
Mstep: Class 4 contains 175169 members 
Mstep: Class 5 contains 19724 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 122193 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 30022 members 
Mstep: Class 12 contains 35032 members 
Mstep: Class 13 contains 38068 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 22146 members 
Mstep: Class 18 contains 46598 members 
Mstep: Class 19 contains 61056 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208416.000000 Penalty: 43641.613281
Iteration 207Q: 21 clusters Score -7.020842e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 175533 members 
Mstep: Class 5 contains 19717 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 121727 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 30010 members 
Mstep: Class 12 contains 35017 members 
Mstep: Class 13 contains 38063 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49455 members 
Mstep: Class 16 contains 42721 members 
Mstep: Class 17 contains 22155 members 
Mstep: Class 18 contains 46601 members 
Mstep: Class 19 contains 61112 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208384.000000 Penalty: 43641.613281
Iteration 208Q: 21 clusters Score -7.020838e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 175892 members 
Mstep: Class 5 contains 19712 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 121244 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 30003 members 
Mstep: Class 12 contains 34992 members 
Mstep: Class 13 contains 38062 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 42806 members 
Mstep: Class 17 contains 22172 members 
Mstep: Class 18 contains 46600 members 
Mstep: Class 19 contains 61185 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208416.000000 Penalty: 43641.613281
Iteration 209Q: 21 clusters Score -7.020842e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 176279 members 
Mstep: Class 5 contains 19693 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 120767 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 29984 members 
Mstep: Class 12 contains 34968 members 
Mstep: Class 13 contains 38049 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 49456 members 
Mstep: Class 16 contains 42880 members 
Mstep: Class 17 contains 22181 members 
Mstep: Class 18 contains 46600 members 
Mstep: Class 19 contains 61262 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208488.000000 Penalty: 43641.613281
Iteration 210Q: 21 clusters Score -7.020849e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 176672 members 
Mstep: Class 5 contains 19686 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 120291 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 29970 members 
Mstep: Class 12 contains 34949 members 
Mstep: Class 13 contains 38041 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49457 members 
Mstep: Class 16 contains 42948 members 
Mstep: Class 17 contains 22180 members 
Mstep: Class 18 contains 46600 members 
Mstep: Class 19 contains 61331 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208624.000000 Penalty: 43641.613281
Iteration 211Q: 21 clusters Score -7.020862e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 177054 members 
Mstep: Class 5 contains 19680 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 119859 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 12 contains 34919 members 
Mstep: Class 13 contains 38043 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 43021 members 
Mstep: Class 17 contains 22180 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 61387 members 
Mstep: Class 20 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208744.000000 Penalty: 43641.613281
Iteration 212Q: 21 clusters Score -7.020874e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 177420 members 
Mstep: Class 5 contains 19669 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 119428 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 29929 members 
Mstep: Class 12 contains 34900 members 
Mstep: Class 13 contains 38040 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49451 members 
Mstep: Class 16 contains 43090 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 46594 members 
Mstep: Class 19 contains 61433 members 
Mstep: Class 20 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208880.000000 Penalty: 43641.613281
Iteration 213Q: 21 clusters Score -7.020888e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 14908 members 
Mstep: Class 4 contains 177857 members 
Mstep: Class 5 contains 19649 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 118939 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 29922 members 
Mstep: Class 12 contains 34871 members 
Mstep: Class 13 contains 38042 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49449 members 
Mstep: Class 16 contains 43155 members 
Mstep: Class 17 contains 22192 members 
Mstep: Class 18 contains 46592 members 
Mstep: Class 19 contains 61469 members 
Mstep: Class 20 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209000.000000 Penalty: 43641.613281
Iteration 214Q: 21 clusters Score -7.0209e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 178342 members 
Mstep: Class 5 contains 19630 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 118419 members 
Mstep: Class 10 contains 7577 members 
Mstep: Class 11 contains 29905 members 
Mstep: Class 12 contains 34848 members 
Mstep: Class 13 contains 38035 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49449 members 
Mstep: Class 16 contains 43220 members 
Mstep: Class 17 contains 22199 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 61512 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209056.000000 Penalty: 43641.613281
Iteration 215Q: 21 clusters Score -7.020906e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 178833 members 
Mstep: Class 5 contains 19607 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 117885 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 29885 members 
Mstep: Class 12 contains 34828 members 
Mstep: Class 13 contains 38030 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 49447 members 
Mstep: Class 16 contains 43301 members 
Mstep: Class 17 contains 22205 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 61553 members 
Mstep: Class 20 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209400.000000 Penalty: 43641.613281
Iteration 216Q: 21 clusters Score -7.02094e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 179296 members 
Mstep: Class 5 contains 19595 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 9 contains 117343 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 34811 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 49448 members 
Mstep: Class 16 contains 43401 members 
Mstep: Class 17 contains 22215 members 
Mstep: Class 18 contains 46585 members 
Mstep: Class 19 contains 61593 members 
Mstep: Class 20 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209504.000000 Penalty: 43641.613281
Iteration 217Q: 21 clusters Score -7.02095e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 179759 members 
Mstep: Class 5 contains 19579 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 116761 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 29838 members 
Mstep: Class 12 contains 34795 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 49448 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 22222 members 
Mstep: Class 18 contains 46589 members 
Mstep: Class 19 contains 61646 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209632.000000 Penalty: 43641.613281
Iteration 218Q: 21 clusters Score -7.020963e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 180214 members 
Mstep: Class 5 contains 19568 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 116224 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 29802 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 43613 members 
Mstep: Class 17 contains 22213 members 
Mstep: Class 18 contains 46593 members 
Mstep: Class 19 contains 61701 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209784.000000 Penalty: 43641.613281
Iteration 219Q: 21 clusters Score -7.020978e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 180671 members 
Mstep: Class 5 contains 19559 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 115631 members 
Mstep: Class 10 contains 7589 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 12 contains 34771 members 
Mstep: Class 13 contains 38037 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49456 members 
Mstep: Class 16 contains 43717 members 
Mstep: Class 17 contains 22209 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 61761 members 
Mstep: Class 20 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209856.000000 Penalty: 43641.613281
Iteration 220F: 21 clusters Score -7.020986e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 181124 members 
Mstep: Class 5 contains 19553 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 115058 members 
Mstep: Class 10 contains 7589 members 
Mstep: Class 11 contains 29747 members 
Mstep: Class 12 contains 34766 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 49458 members 
Mstep: Class 16 contains 43813 members 
Mstep: Class 17 contains 22213 members 
Mstep: Class 18 contains 46604 members 
Mstep: Class 19 contains 61820 members 
Mstep: Class 20 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209912.000000 Penalty: 43641.613281
Iteration 221Q: 21 clusters Score -7.020991e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 181613 members 
Mstep: Class 5 contains 19546 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 114462 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 29713 members 
Mstep: Class 12 contains 34764 members 
Mstep: Class 13 contains 38029 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49462 members 
Mstep: Class 16 contains 43910 members 
Mstep: Class 17 contains 22215 members 
Mstep: Class 18 contains 46609 members 
Mstep: Class 19 contains 61867 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 21 clusters Score -7.020999e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 14909 members 
Mstep: Class 4 contains 182093 members 
Mstep: Class 5 contains 19532 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 113905 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 29681 members 
Mstep: Class 12 contains 34756 members 
Mstep: Class 13 contains 38022 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 43997 members 
Mstep: Class 17 contains 22207 members 
Mstep: Class 18 contains 46609 members 
Mstep: Class 19 contains 61898 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 21 clusters Score -7.021026e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 14911 members 
Mstep: Class 4 contains 182519 members 
Mstep: Class 5 contains 19524 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 113409 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 29651 members 
Mstep: Class 12 contains 34748 members 
Mstep: Class 13 contains 38018 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 49470 members 
Mstep: Class 16 contains 44081 members 
Mstep: Class 17 contains 22200 members 
Mstep: Class 18 contains 46610 members 
Mstep: Class 19 contains 61934 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210400.000000 Penalty: 43641.613281
Iteration 224Q: 21 clusters Score -7.02104e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4029 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 182957 members 
Mstep: Class 5 contains 19513 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 112892 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 29617 members 
Mstep: Class 12 contains 34739 members 
Mstep: Class 13 contains 38018 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 44160 members 
Mstep: Class 17 contains 22199 members 
Mstep: Class 18 contains 46614 members 
Mstep: Class 19 contains 61971 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210496.000000 Penalty: 43641.613281
Iteration 225Q: 21 clusters Score -7.02105e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4030 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 183452 members 
Mstep: Class 5 contains 19504 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 112363 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 29586 members 
Mstep: Class 12 contains 34728 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 44233 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 46621 members 
Mstep: Class 19 contains 61987 members 
Mstep: Class 20 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210512.000000 Penalty: 43641.613281
Iteration 226Q: 21 clusters Score -7.021051e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 183914 members 
Mstep: Class 5 contains 19488 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 111820 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 34716 members 
Mstep: Class 13 contains 38019 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 44326 members 
Mstep: Class 17 contains 22186 members 
Mstep: Class 18 contains 46625 members 
Mstep: Class 19 contains 62013 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210752.000000 Penalty: 43641.613281
Iteration 227Q: 21 clusters Score -7.021075e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 14948 members 
Mstep: Class 4 contains 184366 members 
Mstep: Class 5 contains 19471 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 111279 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 29560 members 
Mstep: Class 12 contains 34694 members 
Mstep: Class 13 contains 38018 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 44426 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 46633 members 
Mstep: Class 19 contains 62046 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210840.000000 Penalty: 43641.613281
Iteration 228Q: 21 clusters Score -7.021084e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 14962 members 
Mstep: Class 4 contains 184825 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 110758 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 29528 members 
Mstep: Class 12 contains 34672 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 44506 members 
Mstep: Class 17 contains 22171 members 
Mstep: Class 18 contains 46634 members 
Mstep: Class 19 contains 62084 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211128.000000 Penalty: 43641.613281
Iteration 229Q: 21 clusters Score -7.021113e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 4 contains 185248 members 
Mstep: Class 5 contains 19453 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 110285 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 29495 members 
Mstep: Class 12 contains 34650 members 
Mstep: Class 13 contains 38017 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49485 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 22164 members 
Mstep: Class 18 contains 46638 members 
Mstep: Class 19 contains 62123 members 
Mstep: Class 20 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211288.000000 Penalty: 43641.613281
Iteration 230Q: 21 clusters Score -7.021129e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 14992 members 
Mstep: Class 4 contains 185680 members 
Mstep: Class 5 contains 19449 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 109805 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 29472 members 
Mstep: Class 12 contains 34631 members 
Mstep: Class 13 contains 38018 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 44604 members 
Mstep: Class 17 contains 22161 members 
Mstep: Class 18 contains 46642 members 
Mstep: Class 19 contains 62151 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211360.000000 Penalty: 43641.613281
Iteration 231Q: 21 clusters Score -7.021136e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 186104 members 
Mstep: Class 5 contains 19434 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 109344 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 29447 members 
Mstep: Class 12 contains 34613 members 
Mstep: Class 13 contains 38022 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 44663 members 
Mstep: Class 17 contains 22162 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62163 members 
Mstep: Class 20 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211384.000000 Penalty: 43641.613281
Iteration 232Q: 21 clusters Score -7.021138e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 4 contains 186496 members 
Mstep: Class 5 contains 19420 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 108927 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 29430 members 
Mstep: Class 12 contains 34600 members 
Mstep: Class 13 contains 38024 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 44708 members 
Mstep: Class 17 contains 22161 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62183 members 
Mstep: Class 20 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211448.000000 Penalty: 43641.613281
Iteration 233Q: 21 clusters Score -7.021145e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 15033 members 
Mstep: Class 4 contains 186882 members 
Mstep: Class 5 contains 19404 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 108523 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29424 members 
Mstep: Class 12 contains 34585 members 
Mstep: Class 13 contains 38030 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 49489 members 
Mstep: Class 16 contains 44728 members 
Mstep: Class 17 contains 22166 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62202 members 
Mstep: Class 20 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211616.000000 Penalty: 43641.613281
Iteration 234Q: 21 clusters Score -7.021162e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4038 members 
Mstep: Class 3 contains 15036 members 
Mstep: Class 4 contains 187274 members 
Mstep: Class 5 contains 19388 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 108100 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 29423 members 
Mstep: Class 12 contains 34568 members 
Mstep: Class 13 contains 38026 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 44767 members 
Mstep: Class 17 contains 22169 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 62222 members 
Mstep: Class 20 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211616.000000 Penalty: 43641.613281
Iteration 235Q: 21 clusters Score -7.021162e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 15046 members 
Mstep: Class 4 contains 187662 members 
Mstep: Class 5 contains 19378 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 9 contains 107662 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 29416 members 
Mstep: Class 12 contains 34560 members 
Mstep: Class 13 contains 38022 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 49491 members 
Mstep: Class 16 contains 44815 members 
Mstep: Class 17 contains 22165 members 
Mstep: Class 18 contains 46643 members 
Mstep: Class 19 contains 62253 members 
Mstep: Class 20 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211600.000000 Penalty: 43641.613281
Iteration 236Q: 21 clusters Score -7.02116e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 15048 members 
Mstep: Class 4 contains 188065 members 
Mstep: Class 5 contains 19376 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 107197 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 29407 members 
Mstep: Class 12 contains 34548 members 
Mstep: Class 13 contains 38018 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 49491 members 
Mstep: Class 16 contains 44869 members 
Mstep: Class 17 contains 22166 members 
Mstep: Class 18 contains 46644 members 
Mstep: Class 19 contains 62285 members 
Mstep: Class 20 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70211736.000000 Penalty: 43641.613281
Iteration 237Q: 21 clusters Score -7.021174e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 15044 members 
Mstep: Class 4 contains 188500 members 
Mstep: Class 5 contains 19369 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 106715 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 29388 members 
Mstep: Class 12 contains 34534 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49493 members 
Mstep: Class 16 contains 44932 members 
Mstep: Class 17 contains 22168 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62309 members 
Mstep: Class 20 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212024.000000 Penalty: 43641.613281
Iteration 238Q: 21 clusters Score -7.021202e+07 nChanged 785
Entering ConstructFrom: 
Score: -70212024.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (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: -222086.828125 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -222086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219834.750000 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -219834.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220393.390625 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -220393.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220634.906250 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -220634.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220921.531250 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -220921.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221155.859375 Penalty: 2520.067139
	Iteration 4F: 3 clusters Score -221155.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221310.546875 Penalty: 2520.067139
	Iteration 5F: 3 clusters Score -221310.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -221410.000000 Penalty: 2520.067139
	Iteration 6Q: 3 clusters Score -221410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221474.359375 Penalty: 2520.067139
	Iteration 7Q: 3 clusters Score -221474.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -221507.796875 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -221507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -221533.703125 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -221533.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -221553.890625 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -221553.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -221569.218750 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -221569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -221607.812500 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -221607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -221649.671875 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -221649.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -221665.437500 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -221665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -221673.984375 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -221674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -221682.578125 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -221682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -221685.328125 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -221685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221695.953125 Penalty: 2520.067139
	Iteration 18Q: 3 clusters Score -221696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221702.125000 Penalty: 2520.067139
	Iteration 19Q: 3 clusters Score -221702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -221705.406250 Penalty: 2520.067139
	Iteration 20F: 3 clusters Score -221705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -221708.187500 Penalty: 2520.067139
	Iteration 21Q: 3 clusters Score -221708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221708.609375 Penalty: 2520.067139
	Iteration 22Q: 3 clusters Score -221708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221710.718750 Penalty: 2520.067139
	Iteration 23Q: 3 clusters Score -221710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -221711.500000 Penalty: 2520.067139
	Iteration 24Q: 3 clusters Score -221711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221712.062500 Penalty: 2520.067139
	Iteration 25Q: 3 clusters Score -221712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221712.015625 Penalty: 2520.067139
	Iteration 26Q: 3 clusters Score -221712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221712.015625 Penalty: 2520.067139
	Iteration 27F: 3 clusters Score -221712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -399324.968750 Penalty: 1349.520508
	Iteration 0F: 2 clusters Score -399325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -395972.437500 Penalty: 2699.041016
	Iteration 0F: 3 clusters Score -395972.4 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -396902.250000 Penalty: 2699.041016
	Iteration 1F: 3 clusters Score -396902.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -397178.093750 Penalty: 2699.041016
	Iteration 2F: 3 clusters Score -397178.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -397416.750000 Penalty: 2699.041016
	Iteration 3F: 3 clusters Score -397416.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -397663.437500 Penalty: 2699.041016
	Iteration 4F: 3 clusters Score -397663.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -397861.343750 Penalty: 2699.041016
	Iteration 5F: 3 clusters Score -397861.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -398054.656250 Penalty: 2699.041016
	Iteration 6F: 3 clusters Score -398054.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -398234.500000 Penalty: 2699.041016
	Iteration 7F: 3 clusters Score -398234.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -398379.593750 Penalty: 2699.041016
	Iteration 8Q: 3 clusters Score -398379.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -398547.406250 Penalty: 2699.041016
	Iteration 9Q: 3 clusters Score -398547.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -398704.093750 Penalty: 2699.041016
	Iteration 10Q: 3 clusters Score -398704.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -398845.250000 Penalty: 2699.041016
	Iteration 11Q: 3 clusters Score -398845.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -398914.000000 Penalty: 2699.041016
	Iteration 12Q: 3 clusters Score -398914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -398941.968750 Penalty: 2699.041016
	Iteration 13Q: 3 clusters Score -398942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -398957.718750 Penalty: 2699.041016
	Iteration 14Q: 3 clusters Score -398957.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -398970.312500 Penalty: 2699.041016
	Iteration 15Q: 3 clusters Score -398970.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -398980.687500 Penalty: 2699.041016
	Iteration 16Q: 3 clusters Score -398980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -398991.375000 Penalty: 2699.041016
	Iteration 17Q: 3 clusters Score -398991.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -398999.406250 Penalty: 2699.041016
	Iteration 18Q: 3 clusters Score -398999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -399003.656250 Penalty: 2699.041016
	Iteration 19Q: 3 clusters Score -399003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -399009.875000 Penalty: 2699.041016
	Iteration 20F: 3 clusters Score -399009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -399013.968750 Penalty: 2699.041016
	Iteration 21Q: 3 clusters Score -399014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -399015.718750 Penalty: 2699.041016
	Iteration 22Q: 3 clusters Score -399015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -399016.656250 Penalty: 2699.041016
	Iteration 23Q: 3 clusters Score -399016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -399017.156250 Penalty: 2699.041016
	Iteration 24Q: 3 clusters Score -399017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -399017.156250 Penalty: 2699.041016
	Iteration 25F: 3 clusters Score -399017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Entering Unmasked Estep 
Score: -1609502.875000 Penalty: 1563.119995
	Iteration 0F: 2 clusters Score -1609503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1599101.750000 Penalty: 3126.239990
	Iteration 0F: 3 clusters Score -1599102 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1602808.750000 Penalty: 3126.239990
	Iteration 1F: 3 clusters Score -1602809 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1603131.125000 Penalty: 3126.239990
	Iteration 2F: 3 clusters Score -1603131 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1603418.625000 Penalty: 3126.239990
	Iteration 3Q: 3 clusters Score -1603419 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1603696.750000 Penalty: 3126.239990
	Iteration 4Q: 3 clusters Score -1603697 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1603949.750000 Penalty: 3126.239990
	Iteration 5Q: 3 clusters Score -1603950 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1604277.000000 Penalty: 3126.239990
	Iteration 6Q: 3 clusters Score -1604277 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1604680.875000 Penalty: 3126.239990
	Iteration 7Q: 3 clusters Score -1604681 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1605233.000000 Penalty: 3126.239990
	Iteration 8F: 3 clusters Score -1605233 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1605841.750000 Penalty: 3126.239990
	Iteration 9F: 3 clusters Score -1605842 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1606486.125000 Penalty: 3126.239990
	Iteration 10Q: 3 clusters Score -1606486 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1607104.000000 Penalty: 3126.239990
	Iteration 11Q: 3 clusters Score -1607104 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1607499.875000 Penalty: 3126.239990
	Iteration 12Q: 3 clusters Score -1607500 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1607748.875000 Penalty: 3126.239990
	Iteration 13Q: 3 clusters Score -1607749 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1607915.375000 Penalty: 3126.239990
	Iteration 14Q: 3 clusters Score -1607915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1608021.750000 Penalty: 3126.239990
	Iteration 15Q: 3 clusters Score -1608022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1608093.375000 Penalty: 3126.239990
	Iteration 16Q: 3 clusters Score -1608093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1608141.250000 Penalty: 3126.239990
	Iteration 17Q: 3 clusters Score -1608141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1608172.000000 Penalty: 3126.239990
	Iteration 18Q: 3 clusters Score -1608172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1608193.500000 Penalty: 3126.239990
	Iteration 19Q: 3 clusters Score -1608194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1608215.250000 Penalty: 3126.239990
	Iteration 20F: 3 clusters Score -1608215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1608240.125000 Penalty: 3126.239990
	Iteration 21Q: 3 clusters Score -1608240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1608246.750000 Penalty: 3126.239990
	Iteration 22Q: 3 clusters Score -1608247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1608257.625000 Penalty: 3126.239990
	Iteration 23Q: 3 clusters Score -1608258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1608263.375000 Penalty: 3126.239990
	Iteration 24Q: 3 clusters Score -1608263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1608265.250000 Penalty: 3126.239990
	Iteration 25Q: 3 clusters Score -1608265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1608269.125000 Penalty: 3126.239990
	Iteration 26Q: 3 clusters Score -1608269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1608272.250000 Penalty: 3126.239990
	Iteration 27Q: 3 clusters Score -1608272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1608276.000000 Penalty: 3126.239990
	Iteration 28Q: 3 clusters Score -1608276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1608279.375000 Penalty: 3126.239990
	Iteration 29Q: 3 clusters Score -1608279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1608285.375000 Penalty: 3126.239990
	Iteration 30Q: 3 clusters Score -1608285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1608289.750000 Penalty: 3126.239990
	Iteration 31Q: 3 clusters Score -1608290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1608291.250000 Penalty: 3126.239990
	Iteration 32Q: 3 clusters Score -1608291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1608292.375000 Penalty: 3126.239990
	Iteration 33Q: 3 clusters Score -1608292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1608297.125000 Penalty: 3126.239990
	Iteration 34Q: 3 clusters Score -1608297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1608295.875000 Penalty: 3126.239990
	Iteration 35Q: 3 clusters Score -1608296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1608298.750000 Penalty: 3126.239990
	Iteration 36Q: 3 clusters Score -1608299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1608298.750000 Penalty: 3126.239990
	Iteration 37F: 3 clusters Score -1608299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (188935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188935 members 
Entering Unmasked Estep 
Score: -19871504.000000 Penalty: 1974.238281
	Iteration 0F: 2 clusters Score -1.98715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -19746428.000000 Penalty: 3948.476562
	Iteration 0F: 3 clusters Score -1.974643e+07 nChanged 90991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -19800644.000000 Penalty: 3948.476562
	Iteration 1F: 3 clusters Score -1.980064e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -19801614.000000 Penalty: 3948.476562
	Iteration 2Q: 3 clusters Score -1.980161e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -19802722.000000 Penalty: 3948.476562
	Iteration 3Q: 3 clusters Score -1.980272e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -19804402.000000 Penalty: 3948.476562
	Iteration 4Q: 3 clusters Score -1.98044e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -19806690.000000 Penalty: 3948.476562
	Iteration 5Q: 3 clusters Score -1.980669e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -19810354.000000 Penalty: 3948.476562
	Iteration 6Q: 3 clusters Score -1.981035e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -19816156.000000 Penalty: 3948.476562
	Iteration 7F: 3 clusters Score -1.981616e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118862 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -19824456.000000 Penalty: 3948.476562
	Iteration 8F: 3 clusters Score -1.982446e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -19834266.000000 Penalty: 3948.476562
	Iteration 9F: 3 clusters Score -1.983427e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130217 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -19841984.000000 Penalty: 3948.476562
	Iteration 10F: 3 clusters Score -1.984198e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134076 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -19846030.000000 Penalty: 3948.476562
	Iteration 11Q: 3 clusters Score -1.984603e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -19848256.000000 Penalty: 3948.476562
	Iteration 12Q: 3 clusters Score -1.984826e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141548 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -19850312.000000 Penalty: 3948.476562
	Iteration 13Q: 3 clusters Score -1.985031e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -19852584.000000 Penalty: 3948.476562
	Iteration 14Q: 3 clusters Score -1.985258e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -19854890.000000 Penalty: 3948.476562
	Iteration 15Q: 3 clusters Score -1.985489e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -19857458.000000 Penalty: 3948.476562
	Iteration 16Q: 3 clusters Score -1.985746e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -19859604.000000 Penalty: 3948.476562
	Iteration 17Q: 3 clusters Score -1.98596e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -19861378.000000 Penalty: 3948.476562
	Iteration 18Q: 3 clusters Score -1.986138e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -19862962.000000 Penalty: 3948.476562
	Iteration 19Q: 3 clusters Score -1.986296e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -19864220.000000 Penalty: 3948.476562
	Iteration 20F: 3 clusters Score -1.986422e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -19865170.000000 Penalty: 3948.476562
	Iteration 21Q: 3 clusters Score -1.986517e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -19865962.000000 Penalty: 3948.476562
	Iteration 22Q: 3 clusters Score -1.986596e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169972 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -19866414.000000 Penalty: 3948.476562
	Iteration 23Q: 3 clusters Score -1.986641e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -19866842.000000 Penalty: 3948.476562
	Iteration 24Q: 3 clusters Score -1.986684e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172740 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -19867146.000000 Penalty: 3948.476562
	Iteration 25Q: 3 clusters Score -1.986715e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -19867328.000000 Penalty: 3948.476562
	Iteration 26Q: 3 clusters Score -1.986733e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175073 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -19867450.000000 Penalty: 3948.476562
	Iteration 27Q: 3 clusters Score -1.986745e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -19867700.000000 Penalty: 3948.476562
	Iteration 28Q: 3 clusters Score -1.98677e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -19867888.000000 Penalty: 3948.476562
	Iteration 29Q: 3 clusters Score -1.986789e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -19868034.000000 Penalty: 3948.476562
	Iteration 30Q: 3 clusters Score -1.986803e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178739 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -19868100.000000 Penalty: 3948.476562
	Iteration 31Q: 3 clusters Score -1.98681e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -19868198.000000 Penalty: 3948.476562
	Iteration 32Q: 3 clusters Score -1.98682e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180164 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -19868320.000000 Penalty: 3948.476562
	Iteration 33Q: 3 clusters Score -1.986832e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180773 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -19868452.000000 Penalty: 3948.476562
	Iteration 34Q: 3 clusters Score -1.986845e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -19868540.000000 Penalty: 3948.476562
	Iteration 35Q: 3 clusters Score -1.986854e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -19868650.000000 Penalty: 3948.476562
	Iteration 36Q: 3 clusters Score -1.986865e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -19868660.000000 Penalty: 3948.476562
	Iteration 37Q: 3 clusters Score -1.986866e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -19868760.000000 Penalty: 3948.476562
	Iteration 38Q: 3 clusters Score -1.986876e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -19868872.000000 Penalty: 3948.476562
	Iteration 39Q: 3 clusters Score -1.986887e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -19868934.000000 Penalty: 3948.476562
	Iteration 40F: 3 clusters Score -1.986893e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -19868964.000000 Penalty: 3948.476562
	Iteration 41Q: 3 clusters Score -1.986896e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184440 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -19869010.000000 Penalty: 3948.476562
	Iteration 42Q: 3 clusters Score -1.986901e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184737 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -19869048.000000 Penalty: 3948.476562
	Iteration 43Q: 3 clusters Score -1.986905e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185034 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -19869092.000000 Penalty: 3948.476562
	Iteration 44Q: 3 clusters Score -1.986909e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185298 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -19869148.000000 Penalty: 3948.476562
	Iteration 45Q: 3 clusters Score -1.986915e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185543 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -19869170.000000 Penalty: 3948.476562
	Iteration 46Q: 3 clusters Score -1.986917e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185782 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -19869252.000000 Penalty: 3948.476562
	Iteration 47Q: 3 clusters Score -1.986925e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186001 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -19869314.000000 Penalty: 3948.476562
	Iteration 48Q: 3 clusters Score -1.986931e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186236 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19869386.000000 Penalty: 3948.476562
	Iteration 49Q: 3 clusters Score -1.986939e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186480 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19869432.000000 Penalty: 3948.476562
	Iteration 50Q: 3 clusters Score -1.986943e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19869486.000000 Penalty: 3948.476562
	Iteration 51Q: 3 clusters Score -1.986949e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19869500.000000 Penalty: 3948.476562
	Iteration 52Q: 3 clusters Score -1.98695e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19869570.000000 Penalty: 3948.476562
	Iteration 53Q: 3 clusters Score -1.986957e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19869562.000000 Penalty: 3948.476562
	Iteration 54Q: 3 clusters Score -1.986956e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19869620.000000 Penalty: 3948.476562
	Iteration 55Q: 3 clusters Score -1.986962e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19869656.000000 Penalty: 3948.476562
	Iteration 56Q: 3 clusters Score -1.986966e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19869678.000000 Penalty: 3948.476562
	Iteration 57Q: 3 clusters Score -1.986968e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187646 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -19869700.000000 Penalty: 3948.476562
	Iteration 58Q: 3 clusters Score -1.98697e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19869702.000000 Penalty: 3948.476562
	Iteration 59Q: 3 clusters Score -1.98697e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187816 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19869750.000000 Penalty: 3948.476562
	Iteration 60F: 3 clusters Score -1.986975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19869736.000000 Penalty: 3948.476562
	Iteration 61Q: 3 clusters Score -1.986974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19869754.000000 Penalty: 3948.476562
	Iteration 62Q: 3 clusters Score -1.986975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187961 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19869776.000000 Penalty: 3948.476562
	Iteration 63Q: 3 clusters Score -1.986978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19869776.000000 Penalty: 3948.476562
	Iteration 64Q: 3 clusters Score -1.986978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188025 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19869778.000000 Penalty: 3948.476562
	Iteration 65Q: 3 clusters Score -1.986978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188048 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19869770.000000 Penalty: 3948.476562
	Iteration 66Q: 3 clusters Score -1.986977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19869792.000000 Penalty: 3948.476562
	Iteration 67Q: 3 clusters Score -1.986979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188094 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19869814.000000 Penalty: 3948.476562
	Iteration 68Q: 3 clusters Score -1.986981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19869826.000000 Penalty: 3948.476562
	Iteration 69Q: 3 clusters Score -1.986983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188149 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 3948.476562
	Iteration 70Q: 3 clusters Score -1.986984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188166 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19869822.000000 Penalty: 3948.476562
	Iteration 71Q: 3 clusters Score -1.986982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188171 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -19869842.000000 Penalty: 3948.476562
	Iteration 72Q: 3 clusters Score -1.986984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19869846.000000 Penalty: 3948.476562
	Iteration 73Q: 3 clusters Score -1.986985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19869846.000000 Penalty: 3948.476562
	Iteration 74Q: 3 clusters Score -1.986985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188189 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 3948.476562
	Iteration 75Q: 3 clusters Score -1.986984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -19869836.000000 Penalty: 3948.476562
	Iteration 76Q: 3 clusters Score -1.986984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188193 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 3948.476562
	Iteration 77Q: 3 clusters Score -1.986984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188195 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19869842.000000 Penalty: 3948.476562
	Iteration 78Q: 3 clusters Score -1.986984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188197 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -19869848.000000 Penalty: 3948.476562
	Iteration 79Q: 3 clusters Score -1.986985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19869838.000000 Penalty: 3948.476562
	Iteration 80F: 3 clusters Score -1.986984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188199 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 3948.476562
	Iteration 81Q: 3 clusters Score -1.986984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188200 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19869840.000000 Penalty: 3948.476562
	Iteration 82Q: 3 clusters Score -1.986984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19869846.000000 Penalty: 3948.476562
	Iteration 83Q: 3 clusters Score -1.986985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 3948.476562
	Iteration 84Q: 3 clusters Score -1.986983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19869834.000000 Penalty: 3948.476562
	Iteration 85F: 3 clusters Score -1.986983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Entering Unmasked Estep 
Score: -2073822.000000 Penalty: 1604.065308
	Iteration 0F: 2 clusters Score -2073822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2060630.500000 Penalty: 3208.130615
	Iteration 0F: 3 clusters Score -2060630 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2065264.125000 Penalty: 3208.130615
	Iteration 1F: 3 clusters Score -2065264 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2065568.250000 Penalty: 3208.130615
	Iteration 2Q: 3 clusters Score -2065568 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2065894.750000 Penalty: 3208.130615
	Iteration 3Q: 3 clusters Score -2065895 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2066274.375000 Penalty: 3208.130615
	Iteration 4Q: 3 clusters Score -2066274 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2066764.250000 Penalty: 3208.130615
	Iteration 5Q: 3 clusters Score -2066764 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2067385.000000 Penalty: 3208.130615
	Iteration 6Q: 3 clusters Score -2067385 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2068140.000000 Penalty: 3208.130615
	Iteration 7F: 3 clusters Score -2068140 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2068957.625000 Penalty: 3208.130615
	Iteration 8F: 3 clusters Score -2068958 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2069749.750000 Penalty: 3208.130615
	Iteration 9F: 3 clusters Score -2069750 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2070452.875000 Penalty: 3208.130615
	Iteration 10Q: 3 clusters Score -2070453 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2071061.875000 Penalty: 3208.130615
	Iteration 11Q: 3 clusters Score -2071062 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2071498.000000 Penalty: 3208.130615
	Iteration 12Q: 3 clusters Score -2071498 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2071796.250000 Penalty: 3208.130615
	Iteration 13Q: 3 clusters Score -2071796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2072027.500000 Penalty: 3208.130615
	Iteration 14Q: 3 clusters Score -2072028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2072156.500000 Penalty: 3208.130615
	Iteration 15Q: 3 clusters Score -2072156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2072240.625000 Penalty: 3208.130615
	Iteration 16Q: 3 clusters Score -2072241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2072293.375000 Penalty: 3208.130615
	Iteration 17Q: 3 clusters Score -2072293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2072332.250000 Penalty: 3208.130615
	Iteration 18Q: 3 clusters Score -2072332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2072352.250000 Penalty: 3208.130615
	Iteration 19Q: 3 clusters Score -2072352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2072366.625000 Penalty: 3208.130615
	Iteration 20F: 3 clusters Score -2072367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2072381.750000 Penalty: 3208.130615
	Iteration 21Q: 3 clusters Score -2072382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2072389.125000 Penalty: 3208.130615
	Iteration 22Q: 3 clusters Score -2072389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2072400.500000 Penalty: 3208.130615
	Iteration 23Q: 3 clusters Score -2072400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2072409.125000 Penalty: 3208.130615
	Iteration 24Q: 3 clusters Score -2072409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2072415.125000 Penalty: 3208.130615
	Iteration 25Q: 3 clusters Score -2072415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2072418.625000 Penalty: 3208.130615
	Iteration 26Q: 3 clusters Score -2072419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2072422.250000 Penalty: 3208.130615
	Iteration 27Q: 3 clusters Score -2072422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2072428.125000 Penalty: 3208.130615
	Iteration 28Q: 3 clusters Score -2072428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2072430.875000 Penalty: 3208.130615
	Iteration 29Q: 3 clusters Score -2072431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2072438.125000 Penalty: 3208.130615
	Iteration 30Q: 3 clusters Score -2072438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2072443.625000 Penalty: 3208.130615
	Iteration 31Q: 3 clusters Score -2072444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2072450.000000 Penalty: 3208.130615
	Iteration 32Q: 3 clusters Score -2072450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2072454.250000 Penalty: 3208.130615
	Iteration 33Q: 3 clusters Score -2072454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2072453.500000 Penalty: 3208.130615
	Iteration 34Q: 3 clusters Score -2072454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2072453.625000 Penalty: 3208.130615
	Iteration 35Q: 3 clusters Score -2072454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2072457.500000 Penalty: 3208.130615
	Iteration 36Q: 3 clusters Score -2072458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2072461.000000 Penalty: 3208.130615
	Iteration 37Q: 3 clusters Score -2072461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2072462.500000 Penalty: 3208.130615
	Iteration 38Q: 3 clusters Score -2072462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2072461.750000 Penalty: 3208.130615
	Iteration 39Q: 3 clusters Score -2072462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2072461.750000 Penalty: 3208.130615
	Iteration 40F: 3 clusters Score -2072462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -27840.876953 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -27840.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26986.324219 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -26986.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27075.208984 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -27075.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27106.201172 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -27106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27123.414062 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -27123.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27129.810547 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -27129.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27148.611328 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -27148.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27183.164062 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -27183.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27192.693359 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -27192.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27218.630859 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -27218.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27223.177734 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -27223.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27228.611328 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -27228.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27273.292969 Penalty: 1897.262329
	Iteration 11Q: 3 clusters Score -27273.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27318.455078 Penalty: 1897.262329
	Iteration 12Q: 3 clusters Score -27318.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27375.488281 Penalty: 1897.262329
	Iteration 13Q: 3 clusters Score -27375.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27431.410156 Penalty: 1897.262329
	Iteration 14F: 3 clusters Score -27431.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27476.513672 Penalty: 1897.262329
	Iteration 15Q: 3 clusters Score -27476.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27536.496094 Penalty: 1897.262329
	Iteration 16Q: 3 clusters Score -27536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27578.591797 Penalty: 1897.262329
	Iteration 17Q: 3 clusters Score -27578.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27584.640625 Penalty: 1897.262329
	Iteration 18Q: 3 clusters Score -27584.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27589.406250 Penalty: 1897.262329
	Iteration 19Q: 3 clusters Score -27589.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27592.062500 Penalty: 1897.262329
	Iteration 20F: 3 clusters Score -27592.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27592.939453 Penalty: 1897.262329
	Iteration 21Q: 3 clusters Score -27592.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27592.939453 Penalty: 1897.262329
	Iteration 22F: 3 clusters Score -27592.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -43797.828125 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -43797.83 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 220 members 
Entering Unmasked Estep 
Score: -42858.753906 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -42858.75 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43039.824219 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -43039.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43078.832031 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -43078.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43095.777344 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -43095.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43108.183594 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -43108.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43113.515625 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -43113.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43121.304688 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -43121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43124.578125 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -43124.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43134.089844 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -43134.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43203.746094 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -43203.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43284.777344 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -43284.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43394.074219 Penalty: 1996.162109
	Iteration 11F: 3 clusters Score -43394.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -43487.351562 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -43487.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -43576.042969 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -43576.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -43604.132812 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -43604.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -43616.714844 Penalty: 1996.162109
	Iteration 15Q: 3 clusters Score -43616.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -43623.992188 Penalty: 1996.162109
	Iteration 16Q: 3 clusters Score -43623.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -43636.589844 Penalty: 1996.162109
	Iteration 17Q: 3 clusters Score -43636.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -43639.031250 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -43639.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43644.636719 Penalty: 1996.162109
	Iteration 19Q: 3 clusters Score -43644.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43644.636719 Penalty: 1996.162109
	Iteration 20F: 3 clusters Score -43644.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -140114.781250 Penalty: 1168.607178
	Iteration 0F: 2 clusters Score -140114.8 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 640 members 
Entering Unmasked Estep 
Score: -138459.046875 Penalty: 2337.214355
	Iteration 0F: 3 clusters Score -138459 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138761.203125 Penalty: 2337.214355
	Iteration 1F: 3 clusters Score -138761.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138836.046875 Penalty: 2337.214355
	Iteration 2F: 3 clusters Score -138836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138880.484375 Penalty: 2337.214355
	Iteration 3Q: 3 clusters Score -138880.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138919.796875 Penalty: 2337.214355
	Iteration 4Q: 3 clusters Score -138919.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138950.718750 Penalty: 2337.214355
	Iteration 5Q: 3 clusters Score -138950.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138968.203125 Penalty: 2337.214355
	Iteration 6Q: 3 clusters Score -138968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -138982.421875 Penalty: 2337.214355
	Iteration 7Q: 3 clusters Score -138982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138986.671875 Penalty: 2337.214355
	Iteration 8Q: 3 clusters Score -138986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138993.531250 Penalty: 2337.214355
	Iteration 9Q: 3 clusters Score -138993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138997.312500 Penalty: 2337.214355
	Iteration 10Q: 3 clusters Score -138997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138999.031250 Penalty: 2337.214355
	Iteration 11Q: 3 clusters Score -138999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139001.937500 Penalty: 2337.214355
	Iteration 12Q: 3 clusters Score -139001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139004.171875 Penalty: 2337.214355
	Iteration 13Q: 3 clusters Score -139004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139007.796875 Penalty: 2337.214355
	Iteration 14Q: 3 clusters Score -139007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139011.875000 Penalty: 2337.214355
	Iteration 15Q: 3 clusters Score -139011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139014.656250 Penalty: 2337.214355
	Iteration 16Q: 3 clusters Score -139014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139016.375000 Penalty: 2337.214355
	Iteration 17Q: 3 clusters Score -139016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -139017.937500 Penalty: 2337.214355
	Iteration 18Q: 3 clusters Score -139017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139018.890625 Penalty: 2337.214355
	Iteration 19Q: 3 clusters Score -139018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139018.890625 Penalty: 2337.214355
	Iteration 20F: 3 clusters Score -139018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (106256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Entering Unmasked Estep 
Score: -11227166.000000 Penalty: 1880.711060
	Iteration 0F: 2 clusters Score -1.122717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -11156959.000000 Penalty: 3761.422119
	Iteration 0F: 3 clusters Score -1.115696e+07 nChanged 50942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -11186748.000000 Penalty: 3761.422119
	Iteration 1F: 3 clusters Score -1.118675e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -11188163.000000 Penalty: 3761.422119
	Iteration 2Q: 3 clusters Score -1.118816e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -11190898.000000 Penalty: 3761.422119
	Iteration 3F: 3 clusters Score -1.11909e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -11195771.000000 Penalty: 3761.422119
	Iteration 4F: 3 clusters Score -1.119577e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -11203698.000000 Penalty: 3761.422119
	Iteration 5F: 3 clusters Score -1.12037e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -11212959.000000 Penalty: 3761.422119
	Iteration 6F: 3 clusters Score -1.121296e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -11220209.000000 Penalty: 3761.422119
	Iteration 7F: 3 clusters Score -1.122021e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -11223775.000000 Penalty: 3761.422119
	Iteration 8Q: 3 clusters Score -1.122378e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11225051.000000 Penalty: 3761.422119
	Iteration 9Q: 3 clusters Score -1.122505e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11225436.000000 Penalty: 3761.422119
	Iteration 10Q: 3 clusters Score -1.122544e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11225545.000000 Penalty: 3761.422119
	Iteration 11Q: 3 clusters Score -1.122554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11225571.000000 Penalty: 3761.422119
	Iteration 12Q: 3 clusters Score -1.122557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11225589.000000 Penalty: 3761.422119
	Iteration 13Q: 3 clusters Score -1.122559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11225601.000000 Penalty: 3761.422119
	Iteration 14Q: 3 clusters Score -1.12256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11225603.000000 Penalty: 3761.422119
	Iteration 15Q: 3 clusters Score -1.12256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11225608.000000 Penalty: 3761.422119
	Iteration 16Q: 3 clusters Score -1.122561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11225604.000000 Penalty: 3761.422119
	Iteration 17Q: 3 clusters Score -1.12256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11225611.000000 Penalty: 3761.422119
	Iteration 18Q: 3 clusters Score -1.122561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11225611.000000 Penalty: 3761.422119
	Iteration 19F: 3 clusters Score -1.122561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -774976.062500 Penalty: 1452.084351
	Iteration 0F: 2 clusters Score -774976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -769303.625000 Penalty: 2904.168701
	Iteration 0F: 3 clusters Score -769303.6 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -771138.687500 Penalty: 2904.168701
	Iteration 1F: 3 clusters Score -771138.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -771741.437500 Penalty: 2904.168701
	Iteration 2F: 3 clusters Score -771741.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -772367.625000 Penalty: 2904.168701
	Iteration 3F: 3 clusters Score -772367.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -772851.687500 Penalty: 2904.168701
	Iteration 4F: 3 clusters Score -772851.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -773235.187500 Penalty: 2904.168701
	Iteration 5F: 3 clusters Score -773235.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -773537.125000 Penalty: 2904.168701
	Iteration 6F: 3 clusters Score -773537.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -773778.437500 Penalty: 2904.168701
	Iteration 7Q: 3 clusters Score -773778.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -773909.750000 Penalty: 2904.168701
	Iteration 8Q: 3 clusters Score -773909.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -773965.000000 Penalty: 2904.168701
	Iteration 9Q: 3 clusters Score -773965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -773995.375000 Penalty: 2904.168701
	Iteration 10Q: 3 clusters Score -773995.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -774009.187500 Penalty: 2904.168701
	Iteration 11Q: 3 clusters Score -774009.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -774020.687500 Penalty: 2904.168701
	Iteration 12Q: 3 clusters Score -774020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -774028.875000 Penalty: 2904.168701
	Iteration 13Q: 3 clusters Score -774028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -774032.375000 Penalty: 2904.168701
	Iteration 14Q: 3 clusters Score -774032.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -774041.312500 Penalty: 2904.168701
	Iteration 15Q: 3 clusters Score -774041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -774046.687500 Penalty: 2904.168701
	Iteration 16Q: 3 clusters Score -774046.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -774049.187500 Penalty: 2904.168701
	Iteration 17Q: 3 clusters Score -774049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -774051.812500 Penalty: 2904.168701
	Iteration 18Q: 3 clusters Score -774051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -774052.312500 Penalty: 2904.168701
	Iteration 19Q: 3 clusters Score -774052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -774053.937500 Penalty: 2904.168701
	Iteration 20F: 3 clusters Score -774053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -774054.812500 Penalty: 2904.168701
	Iteration 21Q: 3 clusters Score -774054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -774055.000000 Penalty: 2904.168701
	Iteration 22Q: 3 clusters Score -774055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -774055.000000 Penalty: 2904.168701
	Iteration 23F: 3 clusters Score -774055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Entering Unmasked Estep 
Score: -3144277.250000 Penalty: 1671.733887
	Iteration 0F: 2 clusters Score -3144277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3124462.750000 Penalty: 3343.467773
	Iteration 0F: 3 clusters Score -3124463 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3131990.500000 Penalty: 3343.467773
	Iteration 1F: 3 clusters Score -3131990 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3132502.250000 Penalty: 3343.467773
	Iteration 2Q: 3 clusters Score -3132502 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3133118.250000 Penalty: 3343.467773
	Iteration 3F: 3 clusters Score -3133118 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3133902.250000 Penalty: 3343.467773
	Iteration 4F: 3 clusters Score -3133902 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3134982.250000 Penalty: 3343.467773
	Iteration 5F: 3 clusters Score -3134982 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3136397.500000 Penalty: 3343.467773
	Iteration 6F: 3 clusters Score -3136398 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3138028.500000 Penalty: 3343.467773
	Iteration 7F: 3 clusters Score -3138028 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3139584.500000 Penalty: 3343.467773
	Iteration 8F: 3 clusters Score -3139584 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3140689.000000 Penalty: 3343.467773
	Iteration 9Q: 3 clusters Score -3140689 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3141329.500000 Penalty: 3343.467773
	Iteration 10Q: 3 clusters Score -3141330 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3141632.750000 Penalty: 3343.467773
	Iteration 11Q: 3 clusters Score -3141633 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3141872.500000 Penalty: 3343.467773
	Iteration 12Q: 3 clusters Score -3141872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3142033.250000 Penalty: 3343.467773
	Iteration 13Q: 3 clusters Score -3142033 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3142182.250000 Penalty: 3343.467773
	Iteration 14Q: 3 clusters Score -3142182 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3142290.500000 Penalty: 3343.467773
	Iteration 15Q: 3 clusters Score -3142290 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3142402.750000 Penalty: 3343.467773
	Iteration 16Q: 3 clusters Score -3142403 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3142506.000000 Penalty: 3343.467773
	Iteration 17Q: 3 clusters Score -3142506 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3142579.000000 Penalty: 3343.467773
	Iteration 18Q: 3 clusters Score -3142579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3142642.250000 Penalty: 3343.467773
	Iteration 19Q: 3 clusters Score -3142642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3142677.750000 Penalty: 3343.467773
	Iteration 20F: 3 clusters Score -3142678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3142731.250000 Penalty: 3343.467773
	Iteration 21Q: 3 clusters Score -3142731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3142757.000000 Penalty: 3343.467773
	Iteration 22Q: 3 clusters Score -3142757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3142778.500000 Penalty: 3343.467773
	Iteration 23Q: 3 clusters Score -3142778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3142786.500000 Penalty: 3343.467773
	Iteration 24Q: 3 clusters Score -3142786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3142808.500000 Penalty: 3343.467773
	Iteration 25Q: 3 clusters Score -3142808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3142825.500000 Penalty: 3343.467773
	Iteration 26Q: 3 clusters Score -3142826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3142848.250000 Penalty: 3343.467773
	Iteration 27Q: 3 clusters Score -3142848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3142862.500000 Penalty: 3343.467773
	Iteration 28Q: 3 clusters Score -3142862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3142876.750000 Penalty: 3343.467773
	Iteration 29Q: 3 clusters Score -3142877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3142891.000000 Penalty: 3343.467773
	Iteration 30Q: 3 clusters Score -3142891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3142900.750000 Penalty: 3343.467773
	Iteration 31Q: 3 clusters Score -3142901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3142909.250000 Penalty: 3343.467773
	Iteration 32Q: 3 clusters Score -3142909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3142913.000000 Penalty: 3343.467773
	Iteration 33Q: 3 clusters Score -3142913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3142926.000000 Penalty: 3343.467773
	Iteration 34Q: 3 clusters Score -3142926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3142939.000000 Penalty: 3343.467773
	Iteration 35Q: 3 clusters Score -3142939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3142937.000000 Penalty: 3343.467773
	Iteration 36Q: 3 clusters Score -3142937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3142940.000000 Penalty: 3343.467773
	Iteration 37Q: 3 clusters Score -3142940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3142941.500000 Penalty: 3343.467773
	Iteration 38Q: 3 clusters Score -3142942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3142946.500000 Penalty: 3343.467773
	Iteration 39Q: 3 clusters Score -3142946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3142948.500000 Penalty: 3343.467773
	Iteration 40F: 3 clusters Score -3142948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3142948.250000 Penalty: 3343.467773
	Iteration 41Q: 3 clusters Score -3142948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3142956.500000 Penalty: 3343.467773
	Iteration 42Q: 3 clusters Score -3142956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3142957.000000 Penalty: 3343.467773
	Iteration 43Q: 3 clusters Score -3142957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3142959.250000 Penalty: 3343.467773
	Iteration 44Q: 3 clusters Score -3142959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3142956.000000 Penalty: 3343.467773
	Iteration 45Q: 3 clusters Score -3142956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3142956.750000 Penalty: 3343.467773
	Iteration 46Q: 3 clusters Score -3142957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3142956.750000 Penalty: 3343.467773
	Iteration 47F: 3 clusters Score -3142957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Entering Unmasked Estep 
Score: -3691385.250000 Penalty: 1697.982056
	Iteration 0F: 2 clusters Score -3691385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3668151.500000 Penalty: 3395.964111
	Iteration 0F: 3 clusters Score -3668152 nChanged 16147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3677030.250000 Penalty: 3395.964111
	Iteration 1F: 3 clusters Score -3677030 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3677572.000000 Penalty: 3395.964111
	Iteration 2Q: 3 clusters Score -3677572 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3678238.000000 Penalty: 3395.964111
	Iteration 3Q: 3 clusters Score -3678238 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3679140.500000 Penalty: 3395.964111
	Iteration 4F: 3 clusters Score -3679140 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3680261.500000 Penalty: 3395.964111
	Iteration 5F: 3 clusters Score -3680262 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3681699.750000 Penalty: 3395.964111
	Iteration 6F: 3 clusters Score -3681700 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3683428.750000 Penalty: 3395.964111
	Iteration 7F: 3 clusters Score -3683429 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3685311.000000 Penalty: 3395.964111
	Iteration 8F: 3 clusters Score -3685311 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3686734.500000 Penalty: 3395.964111
	Iteration 9F: 3 clusters Score -3686734 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3687456.000000 Penalty: 3395.964111
	Iteration 10Q: 3 clusters Score -3687456 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3687762.500000 Penalty: 3395.964111
	Iteration 11Q: 3 clusters Score -3687762 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3687929.750000 Penalty: 3395.964111
	Iteration 12Q: 3 clusters Score -3687930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3688047.250000 Penalty: 3395.964111
	Iteration 13Q: 3 clusters Score -3688047 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3688140.000000 Penalty: 3395.964111
	Iteration 14Q: 3 clusters Score -3688140 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3688200.000000 Penalty: 3395.964111
	Iteration 15Q: 3 clusters Score -3688200 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3688259.750000 Penalty: 3395.964111
	Iteration 16Q: 3 clusters Score -3688260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3688289.750000 Penalty: 3395.964111
	Iteration 17Q: 3 clusters Score -3688290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3688325.500000 Penalty: 3395.964111
	Iteration 18Q: 3 clusters Score -3688326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3688330.500000 Penalty: 3395.964111
	Iteration 19Q: 3 clusters Score -3688330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3688330.000000 Penalty: 3395.964111
	Iteration 20F: 3 clusters Score -3688330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3688352.750000 Penalty: 3395.964111
	Iteration 21Q: 3 clusters Score -3688353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3688369.250000 Penalty: 3395.964111
	Iteration 22Q: 3 clusters Score -3688369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3688366.750000 Penalty: 3395.964111
	Iteration 23Q: 3 clusters Score -3688367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3688378.250000 Penalty: 3395.964111
	Iteration 24Q: 3 clusters Score -3688378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3688383.000000 Penalty: 3395.964111
	Iteration 25Q: 3 clusters Score -3688383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3688400.250000 Penalty: 3395.964111
	Iteration 26Q: 3 clusters Score -3688400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3688398.500000 Penalty: 3395.964111
	Iteration 27Q: 3 clusters Score -3688398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3688409.000000 Penalty: 3395.964111
	Iteration 28Q: 3 clusters Score -3688409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3688414.250000 Penalty: 3395.964111
	Iteration 29Q: 3 clusters Score -3688414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3688412.000000 Penalty: 3395.964111
	Iteration 30Q: 3 clusters Score -3688412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3688416.500000 Penalty: 3395.964111
	Iteration 31Q: 3 clusters Score -3688416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3688429.250000 Penalty: 3395.964111
	Iteration 32Q: 3 clusters Score -3688429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3688417.750000 Penalty: 3395.964111
	Iteration 33Q: 3 clusters Score -3688418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3688433.000000 Penalty: 3395.964111
	Iteration 34Q: 3 clusters Score -3688433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3688435.250000 Penalty: 3395.964111
	Iteration 35Q: 3 clusters Score -3688435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3688435.750000 Penalty: 3395.964111
	Iteration 36Q: 3 clusters Score -3688436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3688433.500000 Penalty: 3395.964111
	Iteration 37Q: 3 clusters Score -3688434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3688441.000000 Penalty: 3395.964111
	Iteration 38Q: 3 clusters Score -3688441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3688449.000000 Penalty: 3395.964111
	Iteration 39Q: 3 clusters Score -3688449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3688461.250000 Penalty: 3395.964111
	Iteration 40F: 3 clusters Score -3688461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3688467.000000 Penalty: 3395.964111
	Iteration 41Q: 3 clusters Score -3688467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3688474.750000 Penalty: 3395.964111
	Iteration 42Q: 3 clusters Score -3688475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3688484.500000 Penalty: 3395.964111
	Iteration 43Q: 3 clusters Score -3688484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3688491.000000 Penalty: 3395.964111
	Iteration 44Q: 3 clusters Score -3688491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3688493.750000 Penalty: 3395.964111
	Iteration 45Q: 3 clusters Score -3688494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3688497.500000 Penalty: 3395.964111
	Iteration 46Q: 3 clusters Score -3688498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3688502.250000 Penalty: 3395.964111
	Iteration 47Q: 3 clusters Score -3688502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3688499.250000 Penalty: 3395.964111
	Iteration 48Q: 3 clusters Score -3688499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3688507.250000 Penalty: 3395.964111
	Iteration 49Q: 3 clusters Score -3688507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3688520.500000 Penalty: 3395.964111
	Iteration 50Q: 3 clusters Score -3688520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3688515.500000 Penalty: 3395.964111
	Iteration 51Q: 3 clusters Score -3688516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3688526.250000 Penalty: 3395.964111
	Iteration 52Q: 3 clusters Score -3688526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3688521.000000 Penalty: 3395.964111
	Iteration 53Q: 3 clusters Score -3688521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3688535.250000 Penalty: 3395.964111
	Iteration 54Q: 3 clusters Score -3688535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3688545.500000 Penalty: 3395.964111
	Iteration 55Q: 3 clusters Score -3688546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3688550.000000 Penalty: 3395.964111
	Iteration 56Q: 3 clusters Score -3688550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3688563.750000 Penalty: 3395.964111
	Iteration 57Q: 3 clusters Score -3688564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3688562.500000 Penalty: 3395.964111
	Iteration 58Q: 3 clusters Score -3688562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3688563.500000 Penalty: 3395.964111
	Iteration 59Q: 3 clusters Score -3688564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3688567.500000 Penalty: 3395.964111
	Iteration 60F: 3 clusters Score -3688568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3688572.250000 Penalty: 3395.964111
	Iteration 61Q: 3 clusters Score -3688572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3688577.750000 Penalty: 3395.964111
	Iteration 62Q: 3 clusters Score -3688578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3688588.250000 Penalty: 3395.964111
	Iteration 63Q: 3 clusters Score -3688588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3688591.000000 Penalty: 3395.964111
	Iteration 64Q: 3 clusters Score -3688591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3688606.750000 Penalty: 3395.964111
	Iteration 65Q: 3 clusters Score -3688607 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3688600.500000 Penalty: 3395.964111
	Iteration 66Q: 3 clusters Score -3688600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3688600.500000 Penalty: 3395.964111
	Iteration 67Q: 3 clusters Score -3688600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3688610.000000 Penalty: 3395.964111
	Iteration 68Q: 3 clusters Score -3688610 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3688627.000000 Penalty: 3395.964111
	Iteration 69Q: 3 clusters Score -3688627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3688636.000000 Penalty: 3395.964111
	Iteration 70Q: 3 clusters Score -3688636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3688653.500000 Penalty: 3395.964111
	Iteration 71Q: 3 clusters Score -3688654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3688654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3688678.250000 Penalty: 3395.964111
	Iteration 73Q: 3 clusters Score -3688678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3688680.250000 Penalty: 3395.964111
	Iteration 74Q: 3 clusters Score -3688680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3688702.000000 Penalty: 3395.964111
	Iteration 75Q: 3 clusters Score -3688702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3688707.250000 Penalty: 3395.964111
	Iteration 76Q: 3 clusters Score -3688707 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3688713.750000 Penalty: 3395.964111
	Iteration 77Q: 3 clusters Score -3688714 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3688737.250000 Penalty: 3395.964111
	Iteration 78Q: 3 clusters Score -3688737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3688739.250000 Penalty: 3395.964111
	Iteration 79Q: 3 clusters Score -3688739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3688752.250000 Penalty: 3395.964111
	Iteration 80F: 3 clusters Score -3688752 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3688764.000000 Penalty: 3395.964111
	Iteration 81Q: 3 clusters Score -3688764 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3688764 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3688768.750000 Penalty: 3395.964111
	Iteration 83Q: 3 clusters Score -3688769 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3688787.000000 Penalty: 3395.964111
	Iteration 84Q: 3 clusters Score -3688787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3688797.250000 Penalty: 3395.964111
	Iteration 85Q: 3 clusters Score -3688797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3688807.500000 Penalty: 3395.964111
	Iteration 86Q: 3 clusters Score -3688808 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3688833.000000 Penalty: 3395.964111
	Iteration 87Q: 3 clusters Score -3688833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3688846.250000 Penalty: 3395.964111
	Iteration 88Q: 3 clusters Score -3688846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3688864 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3688888 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3688923.250000 Penalty: 3395.964111
	Iteration 91Q: 3 clusters Score -3688923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3688980 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3689023.750000 Penalty: 3395.964111
	Iteration 93Q: 3 clusters Score -3689024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3689067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3689121.250000 Penalty: 3395.964111
	Iteration 95Q: 3 clusters Score -3689121 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3689178.250000 Penalty: 3395.964111
	Iteration 96Q: 3 clusters Score -3689178 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31720 members 
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Entering Unmasked Estep 
Score: -3689231.000000 Penalty: 3395.964111
	Iteration 97Q: 3 clusters Score -3689231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3689256 nChanged 123
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Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3689287.000000 Penalty: 3395.964111
	Iteration 99Q: 3 clusters Score -3689287 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3689335.250000 Penalty: 3395.964111
	Iteration 100F: 3 clusters Score -3689335 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3689395 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3689439 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3689494 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3689545.250000 Penalty: 3395.964111
	Iteration 104Q: 3 clusters Score -3689545 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3689588 nChanged 123
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Mstep: Class 1 contains 32907 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3689630 nChanged 108
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Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3689669 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3689712.750000 Penalty: 3395.964111
	Iteration 108Q: 3 clusters Score -3689713 nChanged 88
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Mstep: Class 1 contains 33207 members 
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Entering Unmasked Estep 
Score: -3689754.250000 Penalty: 3395.964111
	Iteration 109Q: 3 clusters Score -3689754 nChanged 85
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Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3689788 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3689824.000000 Penalty: 3395.964111
	Iteration 111Q: 3 clusters Score -3689824 nChanged 66
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Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3689848 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33472 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3689870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3689907.500000 Penalty: 3395.964111
	Iteration 114Q: 3 clusters Score -3689908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3689928.000000 Penalty: 3395.964111
	Iteration 115Q: 3 clusters Score -3689928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3689943.750000 Penalty: 3395.964111
	Iteration 116Q: 3 clusters Score -3689944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3689956.250000 Penalty: 3395.964111
	Iteration 117Q: 3 clusters Score -3689956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3689976.750000 Penalty: 3395.964111
	Iteration 118Q: 3 clusters Score -3689977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3689985.750000 Penalty: 3395.964111
	Iteration 119Q: 3 clusters Score -3689986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3689996.000000 Penalty: 3395.964111
	Iteration 120F: 3 clusters Score -3689996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3689999.250000 Penalty: 3395.964111
	Iteration 121Q: 3 clusters Score -3689999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3690001.500000 Penalty: 3395.964111
	Iteration 122Q: 3 clusters Score -3690002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3690001.500000 Penalty: 3395.964111
	Iteration 123Q: 3 clusters Score -3690002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3690004.250000 Penalty: 3395.964111
	Iteration 124Q: 3 clusters Score -3690004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3690000.250000 Penalty: 3395.964111
	Iteration 125Q: 3 clusters Score -3690000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3690003.250000 Penalty: 3395.964111
	Iteration 126Q: 3 clusters Score -3690003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3690002.750000 Penalty: 3395.964111
	Iteration 127Q: 3 clusters Score -3690003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3690000.000000 Penalty: 3395.964111
	Iteration 128Q: 3 clusters Score -3690000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3690001.000000 Penalty: 3395.964111
	Iteration 129Q: 3 clusters Score -3690001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3690004.250000 Penalty: 3395.964111
	Iteration 130Q: 3 clusters Score -3690004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3690003.750000 Penalty: 3395.964111
	Iteration 131Q: 3 clusters Score -3690004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3690000.250000 Penalty: 3395.964111
	Iteration 132Q: 3 clusters Score -3690000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3690000.500000 Penalty: 3395.964111
	Iteration 133Q: 3 clusters Score -3690000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3690001.500000 Penalty: 3395.964111
	Iteration 134Q: 3 clusters Score -3690002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3690000.000000 Penalty: 3395.964111
	Iteration 135Q: 3 clusters Score -3690000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3690003.250000 Penalty: 3395.964111
	Iteration 136Q: 3 clusters Score -3690003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3690004.000000 Penalty: 3395.964111
	Iteration 137Q: 3 clusters Score -3690004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3690002.250000 Penalty: 3395.964111
	Iteration 138Q: 3 clusters Score -3690002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3690007.000000 Penalty: 3395.964111
	Iteration 139Q: 3 clusters Score -3690007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3690007.000000 Penalty: 3395.964111
	Iteration 140F: 3 clusters Score -3690007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3690006.750000 Penalty: 3395.964111
	Iteration 141Q: 3 clusters Score -3690007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3690009.750000 Penalty: 3395.964111
	Iteration 142Q: 3 clusters Score -3690010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3690011.250000 Penalty: 3395.964111
	Iteration 143Q: 3 clusters Score -3690011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3690011.500000 Penalty: 3395.964111
	Iteration 144Q: 3 clusters Score -3690012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3690013.750000 Penalty: 3395.964111
	Iteration 145Q: 3 clusters Score -3690014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3690013.250000 Penalty: 3395.964111
	Iteration 146Q: 3 clusters Score -3690013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3690013.500000 Penalty: 3395.964111
	Iteration 147Q: 3 clusters Score -3690014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3690019.000000 Penalty: 3395.964111
	Iteration 148Q: 3 clusters Score -3690019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3690023.250000 Penalty: 3395.964111
	Iteration 149Q: 3 clusters Score -3690023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3690024.250000 Penalty: 3395.964111
	Iteration 150Q: 3 clusters Score -3690024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3690023.500000 Penalty: 3395.964111
	Iteration 151Q: 3 clusters Score -3690024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3690024.000000 Penalty: 3395.964111
	Iteration 152Q: 3 clusters Score -3690024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3690029.500000 Penalty: 3395.964111
	Iteration 153Q: 3 clusters Score -3690030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3690033.500000 Penalty: 3395.964111
	Iteration 154Q: 3 clusters Score -3690034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3690042.750000 Penalty: 3395.964111
	Iteration 155Q: 3 clusters Score -3690043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3690046.750000 Penalty: 3395.964111
	Iteration 156Q: 3 clusters Score -3690047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3690056.250000 Penalty: 3395.964111
	Iteration 157Q: 3 clusters Score -3690056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3690061.000000 Penalty: 3395.964111
	Iteration 158Q: 3 clusters Score -3690061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3690060.250000 Penalty: 3395.964111
	Iteration 159Q: 3 clusters Score -3690060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3690058.500000 Penalty: 3395.964111
	Iteration 160F: 3 clusters Score -3690058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3690067.500000 Penalty: 3395.964111
	Iteration 161Q: 3 clusters Score -3690068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3690068.500000 Penalty: 3395.964111
	Iteration 162Q: 3 clusters Score -3690068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3690076.000000 Penalty: 3395.964111
	Iteration 163Q: 3 clusters Score -3690076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3690076.500000 Penalty: 3395.964111
	Iteration 164Q: 3 clusters Score -3690076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3690076.500000 Penalty: 3395.964111
	Iteration 165Q: 3 clusters Score -3690076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3690077.500000 Penalty: 3395.964111
	Iteration 166Q: 3 clusters Score -3690078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3690075.500000 Penalty: 3395.964111
	Iteration 167Q: 3 clusters Score -3690076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3690075.500000 Penalty: 3395.964111
	Iteration 168F: 3 clusters Score -3690076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Entering Unmasked Estep 
Score: -3897187.750000 Penalty: 1713.647949
	Iteration 0F: 2 clusters Score -3897188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3871799.500000 Penalty: 3427.295898
	Iteration 0F: 3 clusters Score -3871800 nChanged 17611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3881397.500000 Penalty: 3427.295898
	Iteration 1F: 3 clusters Score -3881398 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3881800.500000 Penalty: 3427.295898
	Iteration 2Q: 3 clusters Score -3881800 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3882148.000000 Penalty: 3427.295898
	Iteration 3Q: 3 clusters Score -3882148 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3882522.500000 Penalty: 3427.295898
	Iteration 4Q: 3 clusters Score -3882522 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3882941.250000 Penalty: 3427.295898
	Iteration 5Q: 3 clusters Score -3882941 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3883419.750000 Penalty: 3427.295898
	Iteration 6Q: 3 clusters Score -3883420 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3884188.750000 Penalty: 3427.295898
	Iteration 7Q: 3 clusters Score -3884189 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3885347.500000 Penalty: 3427.295898
	Iteration 8Q: 3 clusters Score -3885348 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3886885.000000 Penalty: 3427.295898
	Iteration 9F: 3 clusters Score -3886885 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3888498.250000 Penalty: 3427.295898
	Iteration 10F: 3 clusters Score -3888498 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3889633.750000 Penalty: 3427.295898
	Iteration 11F: 3 clusters Score -3889634 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3890258.000000 Penalty: 3427.295898
	Iteration 12Q: 3 clusters Score -3890258 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3890636.250000 Penalty: 3427.295898
	Iteration 13Q: 3 clusters Score -3890636 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3890910.500000 Penalty: 3427.295898
	Iteration 14Q: 3 clusters Score -3890910 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3891170.250000 Penalty: 3427.295898
	Iteration 15Q: 3 clusters Score -3891170 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3891443.500000 Penalty: 3427.295898
	Iteration 16Q: 3 clusters Score -3891444 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3891683.750000 Penalty: 3427.295898
	Iteration 17Q: 3 clusters Score -3891684 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3891967.500000 Penalty: 3427.295898
	Iteration 18Q: 3 clusters Score -3891968 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3892228.750000 Penalty: 3427.295898
	Iteration 19Q: 3 clusters Score -3892229 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3892561.500000 Penalty: 3427.295898
	Iteration 20F: 3 clusters Score -3892562 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3892929.500000 Penalty: 3427.295898
	Iteration 21Q: 3 clusters Score -3892930 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3893314.250000 Penalty: 3427.295898
	Iteration 22Q: 3 clusters Score -3893314 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3893682.000000 Penalty: 3427.295898
	Iteration 23Q: 3 clusters Score -3893682 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3893986.250000 Penalty: 3427.295898
	Iteration 24Q: 3 clusters Score -3893986 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3894267.000000 Penalty: 3427.295898
	Iteration 25Q: 3 clusters Score -3894267 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3894498.750000 Penalty: 3427.295898
	Iteration 26Q: 3 clusters Score -3894499 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3894704.750000 Penalty: 3427.295898
	Iteration 27Q: 3 clusters Score -3894705 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3894914.250000 Penalty: 3427.295898
	Iteration 28Q: 3 clusters Score -3894914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3895075.500000 Penalty: 3427.295898
	Iteration 29Q: 3 clusters Score -3895076 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3895184.500000 Penalty: 3427.295898
	Iteration 30Q: 3 clusters Score -3895184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3895303.500000 Penalty: 3427.295898
	Iteration 31Q: 3 clusters Score -3895304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3895384.750000 Penalty: 3427.295898
	Iteration 32Q: 3 clusters Score -3895385 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3895442.250000 Penalty: 3427.295898
	Iteration 33Q: 3 clusters Score -3895442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3895505.750000 Penalty: 3427.295898
	Iteration 34Q: 3 clusters Score -3895506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3895539.000000 Penalty: 3427.295898
	Iteration 35Q: 3 clusters Score -3895539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3895573.750000 Penalty: 3427.295898
	Iteration 36Q: 3 clusters Score -3895574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3895610.750000 Penalty: 3427.295898
	Iteration 37Q: 3 clusters Score -3895611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3895638.500000 Penalty: 3427.295898
	Iteration 38Q: 3 clusters Score -3895638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3895657.750000 Penalty: 3427.295898
	Iteration 39Q: 3 clusters Score -3895658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3895672.750000 Penalty: 3427.295898
	Iteration 40F: 3 clusters Score -3895673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3895685.500000 Penalty: 3427.295898
	Iteration 41Q: 3 clusters Score -3895686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3895690.750000 Penalty: 3427.295898
	Iteration 42Q: 3 clusters Score -3895691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3895696.250000 Penalty: 3427.295898
	Iteration 43Q: 3 clusters Score -3895696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3895689.250000 Penalty: 3427.295898
	Iteration 44Q: 3 clusters Score -3895689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3895693.750000 Penalty: 3427.295898
	Iteration 45Q: 3 clusters Score -3895694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3895698.500000 Penalty: 3427.295898
	Iteration 46Q: 3 clusters Score -3895698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3895697.250000 Penalty: 3427.295898
	Iteration 47Q: 3 clusters Score -3895697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3895699.750000 Penalty: 3427.295898
	Iteration 48Q: 3 clusters Score -3895700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3895700.750000 Penalty: 3427.295898
	Iteration 49Q: 3 clusters Score -3895701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3895702.750000 Penalty: 3427.295898
	Iteration 50Q: 3 clusters Score -3895703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3895701.250000 Penalty: 3427.295898
	Iteration 51Q: 3 clusters Score -3895701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3895705.750000 Penalty: 3427.295898
	Iteration 52Q: 3 clusters Score -3895706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3895707.000000 Penalty: 3427.295898
	Iteration 53Q: 3 clusters Score -3895707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3895711.500000 Penalty: 3427.295898
	Iteration 54Q: 3 clusters Score -3895712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3895713.750000 Penalty: 3427.295898
	Iteration 55Q: 3 clusters Score -3895714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3895710.000000 Penalty: 3427.295898
	Iteration 56Q: 3 clusters Score -3895710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3895718.500000 Penalty: 3427.295898
	Iteration 57Q: 3 clusters Score -3895718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3895718.500000 Penalty: 3427.295898
	Iteration 58Q: 3 clusters Score -3895718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3895720.250000 Penalty: 3427.295898
	Iteration 59Q: 3 clusters Score -3895720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3895722.250000 Penalty: 3427.295898
	Iteration 60F: 3 clusters Score -3895722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3895719.750000 Penalty: 3427.295898
	Iteration 61Q: 3 clusters Score -3895720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3895727.250000 Penalty: 3427.295898
	Iteration 62Q: 3 clusters Score -3895727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3895726.500000 Penalty: 3427.295898
	Iteration 63Q: 3 clusters Score -3895726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3895727.000000 Penalty: 3427.295898
	Iteration 64Q: 3 clusters Score -3895727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3895725.000000 Penalty: 3427.295898
	Iteration 65Q: 3 clusters Score -3895725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3895725.000000 Penalty: 3427.295898
	Iteration 66Q: 3 clusters Score -3895725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3895725.750000 Penalty: 3427.295898
	Iteration 67Q: 3 clusters Score -3895726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3895725.750000 Penalty: 3427.295898
	Iteration 68F: 3 clusters Score -3895726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -302857.843750 Penalty: 1297.087158
	Iteration 0F: 2 clusters Score -302857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -300156.906250 Penalty: 2594.174316
	Iteration 0F: 3 clusters Score -300156.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -300757.625000 Penalty: 2594.174316
	Iteration 1F: 3 clusters Score -300757.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -300887.312500 Penalty: 2594.174316
	Iteration 2F: 3 clusters Score -300887.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -300994.375000 Penalty: 2594.174316
	Iteration 3F: 3 clusters Score -300994.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -301091.468750 Penalty: 2594.174316
	Iteration 4Q: 3 clusters Score -301091.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -301176.718750 Penalty: 2594.174316
	Iteration 5Q: 3 clusters Score -301176.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -301264.625000 Penalty: 2594.174316
	Iteration 6Q: 3 clusters Score -301264.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -301370.500000 Penalty: 2594.174316
	Iteration 7Q: 3 clusters Score -301370.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301469.968750 Penalty: 2594.174316
	Iteration 8Q: 3 clusters Score -301470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301564.343750 Penalty: 2594.174316
	Iteration 9Q: 3 clusters Score -301564.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -301669.656250 Penalty: 2594.174316
	Iteration 10Q: 3 clusters Score -301669.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -301741.000000 Penalty: 2594.174316
	Iteration 11Q: 3 clusters Score -301741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -301833.281250 Penalty: 2594.174316
	Iteration 12Q: 3 clusters Score -301833.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -301941.968750 Penalty: 2594.174316
	Iteration 13Q: 3 clusters Score -301942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -302067.718750 Penalty: 2594.174316
	Iteration 14Q: 3 clusters Score -302067.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -302196.937500 Penalty: 2594.174316
	Iteration 15Q: 3 clusters Score -302196.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -302314.156250 Penalty: 2594.174316
	Iteration 16Q: 3 clusters Score -302314.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -302391.375000 Penalty: 2594.174316
	Iteration 17Q: 3 clusters Score -302391.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -302432.750000 Penalty: 2594.174316
	Iteration 18Q: 3 clusters Score -302432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -302456.625000 Penalty: 2594.174316
	Iteration 19Q: 3 clusters Score -302456.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -302478.937500 Penalty: 2594.174316
	Iteration 20F: 3 clusters Score -302478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -302505.437500 Penalty: 2594.174316
	Iteration 21Q: 3 clusters Score -302505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -302528.000000 Penalty: 2594.174316
	Iteration 22Q: 3 clusters Score -302528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -302542.718750 Penalty: 2594.174316
	Iteration 23Q: 3 clusters Score -302542.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -302549.937500 Penalty: 2594.174316
	Iteration 24Q: 3 clusters Score -302549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -302551.562500 Penalty: 2594.174316
	Iteration 25Q: 3 clusters Score -302551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -302551.968750 Penalty: 2594.174316
	Iteration 26Q: 3 clusters Score -302552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -302552.656250 Penalty: 2594.174316
	Iteration 27Q: 3 clusters Score -302552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -302552.968750 Penalty: 2594.174316
	Iteration 28Q: 3 clusters Score -302553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -302552.968750 Penalty: 2594.174316
	Iteration 29F: 3 clusters Score -302553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Entering Unmasked Estep 
Score: -5307694.000000 Penalty: 1756.564331
	Iteration 0F: 2 clusters Score -5307694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5274724.500000 Penalty: 3513.128662
	Iteration 0F: 3 clusters Score -5274724 nChanged 23147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5287848.000000 Penalty: 3513.128662
	Iteration 1F: 3 clusters Score -5287848 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5288596.500000 Penalty: 3513.128662
	Iteration 2Q: 3 clusters Score -5288596 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5289436.000000 Penalty: 3513.128662
	Iteration 3Q: 3 clusters Score -5289436 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -5290545.000000 Penalty: 3513.128662
	Iteration 4F: 3 clusters Score -5290545 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5292129.500000 Penalty: 3513.128662
	Iteration 5F: 3 clusters Score -5292130 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5294165.000000 Penalty: 3513.128662
	Iteration 6F: 3 clusters Score -5294165 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -5296583.500000 Penalty: 3513.128662
	Iteration 7F: 3 clusters Score -5296584 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5299009.000000 Penalty: 3513.128662
	Iteration 8F: 3 clusters Score -5299009 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -5300941.000000 Penalty: 3513.128662
	Iteration 9Q: 3 clusters Score -5300941 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5302333.500000 Penalty: 3513.128662
	Iteration 10Q: 3 clusters Score -5302334 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5303214.000000 Penalty: 3513.128662
	Iteration 11Q: 3 clusters Score -5303214 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5303832.000000 Penalty: 3513.128662
	Iteration 12Q: 3 clusters Score -5303832 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5304297.500000 Penalty: 3513.128662
	Iteration 13Q: 3 clusters Score -5304298 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5304730.000000 Penalty: 3513.128662
	Iteration 14Q: 3 clusters Score -5304730 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5305123.500000 Penalty: 3513.128662
	Iteration 15Q: 3 clusters Score -5305124 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5305394.500000 Penalty: 3513.128662
	Iteration 16Q: 3 clusters Score -5305394 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5305676.000000 Penalty: 3513.128662
	Iteration 17Q: 3 clusters Score -5305676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5305906.000000 Penalty: 3513.128662
	Iteration 18Q: 3 clusters Score -5305906 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5306099.000000 Penalty: 3513.128662
	Iteration 19Q: 3 clusters Score -5306099 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5306232.500000 Penalty: 3513.128662
	Iteration 20F: 3 clusters Score -5306232 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5306325.500000 Penalty: 3513.128662
	Iteration 21Q: 3 clusters Score -5306326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5306408.000000 Penalty: 3513.128662
	Iteration 22Q: 3 clusters Score -5306408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5306482.000000 Penalty: 3513.128662
	Iteration 23Q: 3 clusters Score -5306482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5306522.500000 Penalty: 3513.128662
	Iteration 24Q: 3 clusters Score -5306522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5306571.000000 Penalty: 3513.128662
	Iteration 25Q: 3 clusters Score -5306571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5306598.000000 Penalty: 3513.128662
	Iteration 26Q: 3 clusters Score -5306598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5306605.500000 Penalty: 3513.128662
	Iteration 27Q: 3 clusters Score -5306606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5306604.500000 Penalty: 3513.128662
	Iteration 28Q: 3 clusters Score -5306604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5306619.500000 Penalty: 3513.128662
	Iteration 29Q: 3 clusters Score -5306620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5306636.500000 Penalty: 3513.128662
	Iteration 30Q: 3 clusters Score -5306636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5306644.500000 Penalty: 3513.128662
	Iteration 31Q: 3 clusters Score -5306644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5306650.000000 Penalty: 3513.128662
	Iteration 32Q: 3 clusters Score -5306650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5306652.500000 Penalty: 3513.128662
	Iteration 33Q: 3 clusters Score -5306652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5306659.000000 Penalty: 3513.128662
	Iteration 34Q: 3 clusters Score -5306659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5306667.000000 Penalty: 3513.128662
	Iteration 35Q: 3 clusters Score -5306667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5306667.000000 Penalty: 3513.128662
	Iteration 36Q: 3 clusters Score -5306667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5306671.000000 Penalty: 3513.128662
	Iteration 37Q: 3 clusters Score -5306671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5306674.000000 Penalty: 3513.128662
	Iteration 38Q: 3 clusters Score -5306674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5306672.000000 Penalty: 3513.128662
	Iteration 39Q: 3 clusters Score -5306672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5306711.000000 Penalty: 3513.128662
	Iteration 40F: 3 clusters Score -5306711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5306743.000000 Penalty: 3513.128662
	Iteration 41Q: 3 clusters Score -5306743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5306776.000000 Penalty: 3513.128662
	Iteration 42Q: 3 clusters Score -5306776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5306793.500000 Penalty: 3513.128662
	Iteration 43Q: 3 clusters Score -5306794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5306803.500000 Penalty: 3513.128662
	Iteration 44Q: 3 clusters Score -5306804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5306819.000000 Penalty: 3513.128662
	Iteration 45Q: 3 clusters Score -5306819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5306856.500000 Penalty: 3513.128662
	Iteration 46Q: 3 clusters Score -5306856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5306874.000000 Penalty: 3513.128662
	Iteration 47Q: 3 clusters Score -5306874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5306882.500000 Penalty: 3513.128662
	Iteration 48Q: 3 clusters Score -5306882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5306907.000000 Penalty: 3513.128662
	Iteration 49Q: 3 clusters Score -5306907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5306915.000000 Penalty: 3513.128662
	Iteration 50Q: 3 clusters Score -5306915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5306911.500000 Penalty: 3513.128662
	Iteration 51Q: 3 clusters Score -5306912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5306918.500000 Penalty: 3513.128662
	Iteration 52Q: 3 clusters Score -5306918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5306926.500000 Penalty: 3513.128662
	Iteration 53Q: 3 clusters Score -5306926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5306940.500000 Penalty: 3513.128662
	Iteration 54Q: 3 clusters Score -5306940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5306952.500000 Penalty: 3513.128662
	Iteration 55Q: 3 clusters Score -5306952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5306957.000000 Penalty: 3513.128662
	Iteration 56Q: 3 clusters Score -5306957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5306973.000000 Penalty: 3513.128662
	Iteration 57Q: 3 clusters Score -5306973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5306977.500000 Penalty: 3513.128662
	Iteration 58Q: 3 clusters Score -5306978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5306978.000000 Penalty: 3513.128662
	Iteration 59Q: 3 clusters Score -5306978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5306999.500000 Penalty: 3513.128662
	Iteration 60F: 3 clusters Score -5307000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5307034.500000 Penalty: 3513.128662
	Iteration 61Q: 3 clusters Score -5307034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5307042.000000 Penalty: 3513.128662
	Iteration 62Q: 3 clusters Score -5307042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5307054.500000 Penalty: 3513.128662
	Iteration 63Q: 3 clusters Score -5307054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5307086.500000 Penalty: 3513.128662
	Iteration 64Q: 3 clusters Score -5307086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5307097.000000 Penalty: 3513.128662
	Iteration 65Q: 3 clusters Score -5307097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5307106.500000 Penalty: 3513.128662
	Iteration 66Q: 3 clusters Score -5307106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5307106.000000 Penalty: 3513.128662
	Iteration 67Q: 3 clusters Score -5307106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5307117.000000 Penalty: 3513.128662
	Iteration 68Q: 3 clusters Score -5307117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5307117.000000 Penalty: 3513.128662
	Iteration 69Q: 3 clusters Score -5307117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5307109.500000 Penalty: 3513.128662
	Iteration 70Q: 3 clusters Score -5307110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5307117.000000 Penalty: 3513.128662
	Iteration 71Q: 3 clusters Score -5307117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5307120.500000 Penalty: 3513.128662
	Iteration 72Q: 3 clusters Score -5307120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5307126.500000 Penalty: 3513.128662
	Iteration 73Q: 3 clusters Score -5307126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5307126.000000 Penalty: 3513.128662
	Iteration 74Q: 3 clusters Score -5307126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5307127.000000 Penalty: 3513.128662
	Iteration 75Q: 3 clusters Score -5307127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5307130.500000 Penalty: 3513.128662
	Iteration 76Q: 3 clusters Score -5307130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5307127.000000 Penalty: 3513.128662
	Iteration 77Q: 3 clusters Score -5307127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5307133.000000 Penalty: 3513.128662
	Iteration 78Q: 3 clusters Score -5307133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5307130.000000 Penalty: 3513.128662
	Iteration 79Q: 3 clusters Score -5307130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5307131.500000 Penalty: 3513.128662
	Iteration 80F: 3 clusters Score -5307132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5307137.500000 Penalty: 3513.128662
	Iteration 81Q: 3 clusters Score -5307138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5307134.500000 Penalty: 3513.128662
	Iteration 82Q: 3 clusters Score -5307134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5307132.500000 Penalty: 3513.128662
	Iteration 83Q: 3 clusters Score -5307132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5307129.000000 Penalty: 3513.128662
	Iteration 84Q: 3 clusters Score -5307129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5307129.000000 Penalty: 3513.128662
	Iteration 85Q: 3 clusters Score -5307129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5307130.000000 Penalty: 3513.128662
	Iteration 86Q: 3 clusters Score -5307130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5307130.000000 Penalty: 3513.128662
	Iteration 87F: 3 clusters Score -5307130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -4804532.500000 Penalty: 1741.049561
	Iteration 0F: 2 clusters Score -4804532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4774596.000000 Penalty: 3482.099121
	Iteration 0F: 3 clusters Score -4774596 nChanged 20944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4786396.500000 Penalty: 3482.099121
	Iteration 1F: 3 clusters Score -4786396 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4786905.500000 Penalty: 3482.099121
	Iteration 2Q: 3 clusters Score -4786906 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4787503.500000 Penalty: 3482.099121
	Iteration 3Q: 3 clusters Score -4787504 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4788092.500000 Penalty: 3482.099121
	Iteration 4Q: 3 clusters Score -4788092 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4788898.000000 Penalty: 3482.099121
	Iteration 5Q: 3 clusters Score -4788898 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4790086.500000 Penalty: 3482.099121
	Iteration 6Q: 3 clusters Score -4790086 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4791718.500000 Penalty: 3482.099121
	Iteration 7F: 3 clusters Score -4791718 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4793573.500000 Penalty: 3482.099121
	Iteration 8F: 3 clusters Score -4793574 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4795284.500000 Penalty: 3482.099121
	Iteration 9F: 3 clusters Score -4795284 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4796445.500000 Penalty: 3482.099121
	Iteration 10Q: 3 clusters Score -4796446 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4797123.500000 Penalty: 3482.099121
	Iteration 11Q: 3 clusters Score -4797124 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4797538.000000 Penalty: 3482.099121
	Iteration 12Q: 3 clusters Score -4797538 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4797895.500000 Penalty: 3482.099121
	Iteration 13Q: 3 clusters Score -4797896 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4798218.500000 Penalty: 3482.099121
	Iteration 14Q: 3 clusters Score -4798218 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4798533.500000 Penalty: 3482.099121
	Iteration 15Q: 3 clusters Score -4798534 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4798896.500000 Penalty: 3482.099121
	Iteration 16Q: 3 clusters Score -4798896 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4799283.000000 Penalty: 3482.099121
	Iteration 17Q: 3 clusters Score -4799283 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4799714.000000 Penalty: 3482.099121
	Iteration 18Q: 3 clusters Score -4799714 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4800118.000000 Penalty: 3482.099121
	Iteration 19Q: 3 clusters Score -4800118 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4800541.000000 Penalty: 3482.099121
	Iteration 20F: 3 clusters Score -4800541 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4800965.500000 Penalty: 3482.099121
	Iteration 21Q: 3 clusters Score -4800966 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4801285.000000 Penalty: 3482.099121
	Iteration 22Q: 3 clusters Score -4801285 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4801607.000000 Penalty: 3482.099121
	Iteration 23Q: 3 clusters Score -4801607 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4801892.000000 Penalty: 3482.099121
	Iteration 24Q: 3 clusters Score -4801892 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4802156.000000 Penalty: 3482.099121
	Iteration 25Q: 3 clusters Score -4802156 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4802370.500000 Penalty: 3482.099121
	Iteration 26Q: 3 clusters Score -4802370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4802553.000000 Penalty: 3482.099121
	Iteration 27Q: 3 clusters Score -4802553 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4802740.000000 Penalty: 3482.099121
	Iteration 28Q: 3 clusters Score -4802740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4802857.000000 Penalty: 3482.099121
	Iteration 29Q: 3 clusters Score -4802857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4802922.000000 Penalty: 3482.099121
	Iteration 30Q: 3 clusters Score -4802922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4802953.500000 Penalty: 3482.099121
	Iteration 31Q: 3 clusters Score -4802954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4802976.000000 Penalty: 3482.099121
	Iteration 32Q: 3 clusters Score -4802976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4802989.500000 Penalty: 3482.099121
	Iteration 33Q: 3 clusters Score -4802990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4802993.500000 Penalty: 3482.099121
	Iteration 34Q: 3 clusters Score -4802994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4803005.500000 Penalty: 3482.099121
	Iteration 35Q: 3 clusters Score -4803006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4803022.500000 Penalty: 3482.099121
	Iteration 36Q: 3 clusters Score -4803022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4803022.500000 Penalty: 3482.099121
	Iteration 37Q: 3 clusters Score -4803022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4803027.500000 Penalty: 3482.099121
	Iteration 38Q: 3 clusters Score -4803028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4803028.000000 Penalty: 3482.099121
	Iteration 39Q: 3 clusters Score -4803028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4803028.000000 Penalty: 3482.099121
	Iteration 40F: 3 clusters Score -4803028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4803041.500000 Penalty: 3482.099121
	Iteration 41Q: 3 clusters Score -4803042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4803045.000000 Penalty: 3482.099121
	Iteration 42Q: 3 clusters Score -4803045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4803053.000000 Penalty: 3482.099121
	Iteration 43Q: 3 clusters Score -4803053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4803059.500000 Penalty: 3482.099121
	Iteration 44Q: 3 clusters Score -4803060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4803059.500000 Penalty: 3482.099121
	Iteration 45Q: 3 clusters Score -4803060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4803063.500000 Penalty: 3482.099121
	Iteration 46Q: 3 clusters Score -4803064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4803063.500000 Penalty: 3482.099121
	Iteration 47Q: 3 clusters Score -4803064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4803067.000000 Penalty: 3482.099121
	Iteration 48Q: 3 clusters Score -4803067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4803068.000000 Penalty: 3482.099121
	Iteration 49Q: 3 clusters Score -4803068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4803069.500000 Penalty: 3482.099121
	Iteration 50Q: 3 clusters Score -4803070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4803070.500000 Penalty: 3482.099121
	Iteration 51Q: 3 clusters Score -4803070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4803070.500000 Penalty: 3482.099121
	Iteration 52F: 3 clusters Score -4803070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Entering Unmasked Estep 
Score: -2372458.250000 Penalty: 1626.055542
	Iteration 0F: 2 clusters Score -2372458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2357295.750000 Penalty: 3252.111084
	Iteration 0F: 3 clusters Score -2357296 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2362873.000000 Penalty: 3252.111084
	Iteration 1F: 3 clusters Score -2362873 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2363285.250000 Penalty: 3252.111084
	Iteration 2F: 3 clusters Score -2363285 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2363797.750000 Penalty: 3252.111084
	Iteration 3F: 3 clusters Score -2363798 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2364415.000000 Penalty: 3252.111084
	Iteration 4F: 3 clusters Score -2364415 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2365229.750000 Penalty: 3252.111084
	Iteration 5F: 3 clusters Score -2365230 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2366297.250000 Penalty: 3252.111084
	Iteration 6F: 3 clusters Score -2366297 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2367607.250000 Penalty: 3252.111084
	Iteration 7F: 3 clusters Score -2367607 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2368954.500000 Penalty: 3252.111084
	Iteration 8F: 3 clusters Score -2368954 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2369937.250000 Penalty: 3252.111084
	Iteration 9Q: 3 clusters Score -2369937 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2370519.000000 Penalty: 3252.111084
	Iteration 10Q: 3 clusters Score -2370519 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2370788.500000 Penalty: 3252.111084
	Iteration 11Q: 3 clusters Score -2370788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2370910.750000 Penalty: 3252.111084
	Iteration 12Q: 3 clusters Score -2370911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2370974.750000 Penalty: 3252.111084
	Iteration 13Q: 3 clusters Score -2370975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2371000.500000 Penalty: 3252.111084
	Iteration 14Q: 3 clusters Score -2371000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2371019.500000 Penalty: 3252.111084
	Iteration 15Q: 3 clusters Score -2371020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2371037.000000 Penalty: 3252.111084
	Iteration 16Q: 3 clusters Score -2371037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2371046.250000 Penalty: 3252.111084
	Iteration 17Q: 3 clusters Score -2371046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2371054.500000 Penalty: 3252.111084
	Iteration 18Q: 3 clusters Score -2371054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2371058.000000 Penalty: 3252.111084
	Iteration 19Q: 3 clusters Score -2371058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2371057.000000 Penalty: 3252.111084
	Iteration 20F: 3 clusters Score -2371057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2371059.250000 Penalty: 3252.111084
	Iteration 21Q: 3 clusters Score -2371059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2371061.250000 Penalty: 3252.111084
	Iteration 22Q: 3 clusters Score -2371061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2371062.000000 Penalty: 3252.111084
	Iteration 23Q: 3 clusters Score -2371062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2371063.250000 Penalty: 3252.111084
	Iteration 24Q: 3 clusters Score -2371063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2371063.250000 Penalty: 3252.111084
	Iteration 25F: 3 clusters Score -2371063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Entering Unmasked Estep 
Score: -4957295.000000 Penalty: 1746.944580
	Iteration 0F: 2 clusters Score -4957295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4926048.500000 Penalty: 3493.889160
	Iteration 0F: 3 clusters Score -4926048 nChanged 21880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4938363.500000 Penalty: 3493.889160
	Iteration 1F: 3 clusters Score -4938364 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4938875.000000 Penalty: 3493.889160
	Iteration 2Q: 3 clusters Score -4938875 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4939310.000000 Penalty: 3493.889160
	Iteration 3Q: 3 clusters Score -4939310 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4939803.000000 Penalty: 3493.889160
	Iteration 4Q: 3 clusters Score -4939803 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4940400.500000 Penalty: 3493.889160
	Iteration 5Q: 3 clusters Score -4940400 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4941038.500000 Penalty: 3493.889160
	Iteration 6Q: 3 clusters Score -4941038 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4941816.000000 Penalty: 3493.889160
	Iteration 7Q: 3 clusters Score -4941816 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4942786.500000 Penalty: 3493.889160
	Iteration 8Q: 3 clusters Score -4942786 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4943980.500000 Penalty: 3493.889160
	Iteration 9Q: 3 clusters Score -4943980 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4945499.000000 Penalty: 3493.889160
	Iteration 10F: 3 clusters Score -4945499 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4947093.500000 Penalty: 3493.889160
	Iteration 11F: 3 clusters Score -4947094 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4948429.000000 Penalty: 3493.889160
	Iteration 12Q: 3 clusters Score -4948429 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4949202.500000 Penalty: 3493.889160
	Iteration 13Q: 3 clusters Score -4949202 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4949657.000000 Penalty: 3493.889160
	Iteration 14Q: 3 clusters Score -4949657 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4949873.500000 Penalty: 3493.889160
	Iteration 15Q: 3 clusters Score -4949874 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4950014.000000 Penalty: 3493.889160
	Iteration 16Q: 3 clusters Score -4950014 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4950150.000000 Penalty: 3493.889160
	Iteration 17Q: 3 clusters Score -4950150 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4950248.500000 Penalty: 3493.889160
	Iteration 18Q: 3 clusters Score -4950248 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4950319.000000 Penalty: 3493.889160
	Iteration 19Q: 3 clusters Score -4950319 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4950389.000000 Penalty: 3493.889160
	Iteration 20F: 3 clusters Score -4950389 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4950473.000000 Penalty: 3493.889160
	Iteration 21Q: 3 clusters Score -4950473 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4950591.500000 Penalty: 3493.889160
	Iteration 22Q: 3 clusters Score -4950592 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4950695.000000 Penalty: 3493.889160
	Iteration 23Q: 3 clusters Score -4950695 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4950779.000000 Penalty: 3493.889160
	Iteration 24Q: 3 clusters Score -4950779 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4950859.000000 Penalty: 3493.889160
	Iteration 25Q: 3 clusters Score -4950859 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4950921.500000 Penalty: 3493.889160
	Iteration 26Q: 3 clusters Score -4950922 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4951020.000000 Penalty: 3493.889160
	Iteration 27Q: 3 clusters Score -4951020 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4951104.000000 Penalty: 3493.889160
	Iteration 28Q: 3 clusters Score -4951104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4951210.000000 Penalty: 3493.889160
	Iteration 29Q: 3 clusters Score -4951210 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4951329.000000 Penalty: 3493.889160
	Iteration 30Q: 3 clusters Score -4951329 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4951420.000000 Penalty: 3493.889160
	Iteration 31Q: 3 clusters Score -4951420 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4951519.500000 Penalty: 3493.889160
	Iteration 32Q: 3 clusters Score -4951520 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4951646.000000 Penalty: 3493.889160
	Iteration 33Q: 3 clusters Score -4951646 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4951786.500000 Penalty: 3493.889160
	Iteration 34Q: 3 clusters Score -4951786 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4951952.500000 Penalty: 3493.889160
	Iteration 35Q: 3 clusters Score -4951952 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4952133.500000 Penalty: 3493.889160
	Iteration 36Q: 3 clusters Score -4952134 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4952320.000000 Penalty: 3493.889160
	Iteration 37Q: 3 clusters Score -4952320 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4952489.000000 Penalty: 3493.889160
	Iteration 38Q: 3 clusters Score -4952489 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4952670.000000 Penalty: 3493.889160
	Iteration 39Q: 3 clusters Score -4952670 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4952855.000000 Penalty: 3493.889160
	Iteration 40F: 3 clusters Score -4952855 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4953051.500000 Penalty: 3493.889160
	Iteration 41Q: 3 clusters Score -4953052 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4953246.500000 Penalty: 3493.889160
	Iteration 42Q: 3 clusters Score -4953246 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4953496.500000 Penalty: 3493.889160
	Iteration 43Q: 3 clusters Score -4953496 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4953721.000000 Penalty: 3493.889160
	Iteration 44Q: 3 clusters Score -4953721 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4953939.000000 Penalty: 3493.889160
	Iteration 45Q: 3 clusters Score -4953939 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -4954120.000000 Penalty: 3493.889160
	Iteration 46Q: 3 clusters Score -4954120 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4954309.000000 Penalty: 3493.889160
	Iteration 47Q: 3 clusters Score -4954309 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -4954465.500000 Penalty: 3493.889160
	Iteration 48Q: 3 clusters Score -4954466 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -4954603.000000 Penalty: 3493.889160
	Iteration 49Q: 3 clusters Score -4954603 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -4954753.000000 Penalty: 3493.889160
	Iteration 50Q: 3 clusters Score -4954753 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -4954869.000000 Penalty: 3493.889160
	Iteration 51Q: 3 clusters Score -4954869 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -4954965.000000 Penalty: 3493.889160
	Iteration 52Q: 3 clusters Score -4954965 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -4955074.500000 Penalty: 3493.889160
	Iteration 53Q: 3 clusters Score -4955074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -4955168.000000 Penalty: 3493.889160
	Iteration 54Q: 3 clusters Score -4955168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -4955264.000000 Penalty: 3493.889160
	Iteration 55Q: 3 clusters Score -4955264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -4955343.500000 Penalty: 3493.889160
	Iteration 56Q: 3 clusters Score -4955344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -4955429.500000 Penalty: 3493.889160
	Iteration 57Q: 3 clusters Score -4955430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -4955502.500000 Penalty: 3493.889160
	Iteration 58Q: 3 clusters Score -4955502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -4955566.500000 Penalty: 3493.889160
	Iteration 59Q: 3 clusters Score -4955566 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4955626.500000 Penalty: 3493.889160
	Iteration 60F: 3 clusters Score -4955626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -4955664.500000 Penalty: 3493.889160
	Iteration 61Q: 3 clusters Score -4955664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -4955701.500000 Penalty: 3493.889160
	Iteration 62Q: 3 clusters Score -4955702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -4955744.000000 Penalty: 3493.889160
	Iteration 63Q: 3 clusters Score -4955744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -4955771.500000 Penalty: 3493.889160
	Iteration 64Q: 3 clusters Score -4955772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -4955786.500000 Penalty: 3493.889160
	Iteration 65Q: 3 clusters Score -4955786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -4955796.500000 Penalty: 3493.889160
	Iteration 66Q: 3 clusters Score -4955796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -4955805.000000 Penalty: 3493.889160
	Iteration 67Q: 3 clusters Score -4955805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -4955819.500000 Penalty: 3493.889160
	Iteration 68Q: 3 clusters Score -4955820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -4955825.500000 Penalty: 3493.889160
	Iteration 69Q: 3 clusters Score -4955826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -4955825.500000 Penalty: 3493.889160
	Iteration 70Q: 3 clusters Score -4955826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -4955830.500000 Penalty: 3493.889160
	Iteration 71Q: 3 clusters Score -4955830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -4955843.000000 Penalty: 3493.889160
	Iteration 72Q: 3 clusters Score -4955843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -4955840.000000 Penalty: 3493.889160
	Iteration 73Q: 3 clusters Score -4955840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -4955853.500000 Penalty: 3493.889160
	Iteration 74Q: 3 clusters Score -4955854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -4955851.000000 Penalty: 3493.889160
	Iteration 75Q: 3 clusters Score -4955851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -4955858.500000 Penalty: 3493.889160
	Iteration 76Q: 3 clusters Score -4955858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -4955851.500000 Penalty: 3493.889160
	Iteration 77Q: 3 clusters Score -4955852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -4955856.500000 Penalty: 3493.889160
	Iteration 78Q: 3 clusters Score -4955856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -4955860.000000 Penalty: 3493.889160
	Iteration 79Q: 3 clusters Score -4955860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -4955863.000000 Penalty: 3493.889160
	Iteration 80F: 3 clusters Score -4955863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -4955864.000000 Penalty: 3493.889160
	Iteration 81Q: 3 clusters Score -4955864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -4955864.000000 Penalty: 3493.889160
	Iteration 82F: 3 clusters Score -4955864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Entering Unmasked Estep 
Score: -6665686.500000 Penalty: 1794.006226
	Iteration 0F: 2 clusters Score -6665686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -6624113.000000 Penalty: 3588.012451
	Iteration 0F: 3 clusters Score -6624113 nChanged 29444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6640706.000000 Penalty: 3588.012451
	Iteration 1F: 3 clusters Score -6640706 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -6641414.500000 Penalty: 3588.012451
	Iteration 2Q: 3 clusters Score -6641414 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -6642576.000000 Penalty: 3588.012451
	Iteration 3Q: 3 clusters Score -6642576 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -6644362.000000 Penalty: 3588.012451
	Iteration 4F: 3 clusters Score -6644362 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -6647237.000000 Penalty: 3588.012451
	Iteration 5F: 3 clusters Score -6647237 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6651225.500000 Penalty: 3588.012451
	Iteration 6F: 3 clusters Score -6651226 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6655408.500000 Penalty: 3588.012451
	Iteration 7F: 3 clusters Score -6655408 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -6658689.500000 Penalty: 3588.012451
	Iteration 8F: 3 clusters Score -6658690 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -6660825.000000 Penalty: 3588.012451
	Iteration 9Q: 3 clusters Score -6660825 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6662227.000000 Penalty: 3588.012451
	Iteration 10Q: 3 clusters Score -6662227 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -6663220.000000 Penalty: 3588.012451
	Iteration 11Q: 3 clusters Score -6663220 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -6663899.000000 Penalty: 3588.012451
	Iteration 12Q: 3 clusters Score -6663899 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -6664346.500000 Penalty: 3588.012451
	Iteration 13Q: 3 clusters Score -6664346 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -6664571.500000 Penalty: 3588.012451
	Iteration 14Q: 3 clusters Score -6664572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -6664693.500000 Penalty: 3588.012451
	Iteration 15Q: 3 clusters Score -6664694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -6664776.500000 Penalty: 3588.012451
	Iteration 16Q: 3 clusters Score -6664776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -6664817.500000 Penalty: 3588.012451
	Iteration 17Q: 3 clusters Score -6664818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -6664845.500000 Penalty: 3588.012451
	Iteration 18Q: 3 clusters Score -6664846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -6664853.000000 Penalty: 3588.012451
	Iteration 19Q: 3 clusters Score -6664853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -6664860.000000 Penalty: 3588.012451
	Iteration 20F: 3 clusters Score -6664860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -6664856.500000 Penalty: 3588.012451
	Iteration 21Q: 3 clusters Score -6664856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -6664864.500000 Penalty: 3588.012451
	Iteration 22Q: 3 clusters Score -6664864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -6664864.500000 Penalty: 3588.012451
	Iteration 23Q: 3 clusters Score -6664864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -6664863.500000 Penalty: 3588.012451
	Iteration 24Q: 3 clusters Score -6664864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -6664865.500000 Penalty: 3588.012451
	Iteration 25Q: 3 clusters Score -6664866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -6664863.500000 Penalty: 3588.012451
	Iteration 26Q: 3 clusters Score -6664864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -6664863.500000 Penalty: 3588.012451
	Iteration 27Q: 3 clusters Score -6664864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -6664859.500000 Penalty: 3588.012451
	Iteration 28Q: 3 clusters Score -6664860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -6664864.500000 Penalty: 3588.012451
	Iteration 29Q: 3 clusters Score -6664864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -6664865.000000 Penalty: 3588.012451
	Iteration 30Q: 3 clusters Score -6664865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -6664865.000000 Penalty: 3588.012451
	Iteration 31F: 3 clusters Score -6664865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -280313.218750 Penalty: 1283.491821
	Iteration 0F: 2 clusters Score -280313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -277755.531250 Penalty: 2566.983643
	Iteration 0F: 3 clusters Score -277755.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -278314.250000 Penalty: 2566.983643
	Iteration 1F: 3 clusters Score -278314.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -278456.312500 Penalty: 2566.983643
	Iteration 2F: 3 clusters Score -278456.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -278538.500000 Penalty: 2566.983643
	Iteration 3Q: 3 clusters Score -278538.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -278588.531250 Penalty: 2566.983643
	Iteration 4Q: 3 clusters Score -278588.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -278627.906250 Penalty: 2566.983643
	Iteration 5Q: 3 clusters Score -278627.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278668.656250 Penalty: 2566.983643
	Iteration 6Q: 3 clusters Score -278668.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -278696.812500 Penalty: 2566.983643
	Iteration 7Q: 3 clusters Score -278696.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -278718.531250 Penalty: 2566.983643
	Iteration 8Q: 3 clusters Score -278718.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -278731.937500 Penalty: 2566.983643
	Iteration 9Q: 3 clusters Score -278731.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -278744.156250 Penalty: 2566.983643
	Iteration 10Q: 3 clusters Score -278744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -278755.593750 Penalty: 2566.983643
	Iteration 11Q: 3 clusters Score -278755.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -278771.250000 Penalty: 2566.983643
	Iteration 12Q: 3 clusters Score -278771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -278780.468750 Penalty: 2566.983643
	Iteration 13Q: 3 clusters Score -278780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -278793.437500 Penalty: 2566.983643
	Iteration 14Q: 3 clusters Score -278793.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -278804.343750 Penalty: 2566.983643
	Iteration 15Q: 3 clusters Score -278804.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -278820.812500 Penalty: 2566.983643
	Iteration 16Q: 3 clusters Score -278820.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -278841.625000 Penalty: 2566.983643
	Iteration 17Q: 3 clusters Score -278841.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -278860.000000 Penalty: 2566.983643
	Iteration 18Q: 3 clusters Score -278860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -278875.937500 Penalty: 2566.983643
	Iteration 19Q: 3 clusters Score -278875.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278888.000000 Penalty: 2566.983643
	Iteration 20F: 3 clusters Score -278888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -278903.125000 Penalty: 2566.983643
	Iteration 21Q: 3 clusters Score -278903.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -278919.000000 Penalty: 2566.983643
	Iteration 22Q: 3 clusters Score -278919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -278935.875000 Penalty: 2566.983643
	Iteration 23Q: 3 clusters Score -278935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -278952.406250 Penalty: 2566.983643
	Iteration 24Q: 3 clusters Score -278952.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -278969.093750 Penalty: 2566.983643
	Iteration 25Q: 3 clusters Score -278969.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -278985.218750 Penalty: 2566.983643
	Iteration 26Q: 3 clusters Score -278985.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -279001.625000 Penalty: 2566.983643
	Iteration 27Q: 3 clusters Score -279001.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -279015.500000 Penalty: 2566.983643
	Iteration 28Q: 3 clusters Score -279015.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -279027.375000 Penalty: 2566.983643
	Iteration 29Q: 3 clusters Score -279027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -279040.312500 Penalty: 2566.983643
	Iteration 30Q: 3 clusters Score -279040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -279049.031250 Penalty: 2566.983643
	Iteration 31Q: 3 clusters Score -279049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -279059.125000 Penalty: 2566.983643
	Iteration 32Q: 3 clusters Score -279059.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -279071.406250 Penalty: 2566.983643
	Iteration 33Q: 3 clusters Score -279071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -279083.875000 Penalty: 2566.983643
	Iteration 34Q: 3 clusters Score -279083.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -279093.406250 Penalty: 2566.983643
	Iteration 35Q: 3 clusters Score -279093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -279100.187500 Penalty: 2566.983643
	Iteration 36Q: 3 clusters Score -279100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -279106.812500 Penalty: 2566.983643
	Iteration 37Q: 3 clusters Score -279106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -279113.062500 Penalty: 2566.983643
	Iteration 38Q: 3 clusters Score -279113.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -279117.281250 Penalty: 2566.983643
	Iteration 39Q: 3 clusters Score -279117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -279122.750000 Penalty: 2566.983643
	Iteration 40F: 3 clusters Score -279122.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -279131.406250 Penalty: 2566.983643
	Iteration 41Q: 3 clusters Score -279131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -279135.875000 Penalty: 2566.983643
	Iteration 42Q: 3 clusters Score -279135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -279138.343750 Penalty: 2566.983643
	Iteration 43Q: 3 clusters Score -279138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -279139.750000 Penalty: 2566.983643
	Iteration 44Q: 3 clusters Score -279139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -279140.937500 Penalty: 2566.983643
	Iteration 45Q: 3 clusters Score -279140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -279143.312500 Penalty: 2566.983643
	Iteration 46Q: 3 clusters Score -279143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -279147.000000 Penalty: 2566.983643
	Iteration 47Q: 3 clusters Score -279147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -279147.875000 Penalty: 2566.983643
	Iteration 48Q: 3 clusters Score -279147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -279150.156250 Penalty: 2566.983643
	Iteration 49Q: 3 clusters Score -279150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -279156.312500 Penalty: 2566.983643
	Iteration 50Q: 3 clusters Score -279156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -279157.937500 Penalty: 2566.983643
	Iteration 51Q: 3 clusters Score -279157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -279163.781250 Penalty: 2566.983643
	Iteration 52Q: 3 clusters Score -279163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -279168.656250 Penalty: 2566.983643
	Iteration 53Q: 3 clusters Score -279168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -279172.937500 Penalty: 2566.983643
	Iteration 54Q: 3 clusters Score -279172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -279178.031250 Penalty: 2566.983643
	Iteration 55Q: 3 clusters Score -279178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -279181.968750 Penalty: 2566.983643
	Iteration 56Q: 3 clusters Score -279182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -279187.250000 Penalty: 2566.983643
	Iteration 57Q: 3 clusters Score -279187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -279189.750000 Penalty: 2566.983643
	Iteration 58Q: 3 clusters Score -279189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -279195.250000 Penalty: 2566.983643
	Iteration 59Q: 3 clusters Score -279195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -279203.156250 Penalty: 2566.983643
	Iteration 60F: 3 clusters Score -279203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -279210.062500 Penalty: 2566.983643
	Iteration 61Q: 3 clusters Score -279210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -279217.718750 Penalty: 2566.983643
	Iteration 62Q: 3 clusters Score -279217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -279221.906250 Penalty: 2566.983643
	Iteration 63Q: 3 clusters Score -279221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -279223.531250 Penalty: 2566.983643
	Iteration 64Q: 3 clusters Score -279223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -279224.843750 Penalty: 2566.983643
	Iteration 65Q: 3 clusters Score -279224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -279227.062500 Penalty: 2566.983643
	Iteration 66Q: 3 clusters Score -279227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -279230.406250 Penalty: 2566.983643
	Iteration 67Q: 3 clusters Score -279230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -279231.531250 Penalty: 2566.983643
	Iteration 68Q: 3 clusters Score -279231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -279234.312500 Penalty: 2566.983643
	Iteration 69Q: 3 clusters Score -279234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -279235.562500 Penalty: 2566.983643
	Iteration 70Q: 3 clusters Score -279235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -279237.093750 Penalty: 2566.983643
	Iteration 71Q: 3 clusters Score -279237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -279238.687500 Penalty: 2566.983643
	Iteration 72Q: 3 clusters Score -279238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -279238.812500 Penalty: 2566.983643
	Iteration 73Q: 3 clusters Score -279238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -279238.812500 Penalty: 2566.983643
	Iteration 74F: 3 clusters Score -279238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 3 contains 15051 members 
Mstep: Class 4 contains 188935 members 
Mstep: Class 5 contains 19364 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 9 contains 106256 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29366 members 
Mstep: Class 12 contains 34514 members 
Mstep: Class 13 contains 38007 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49495 members 
Mstep: Class 16 contains 44988 members 
Mstep: Class 17 contains 22170 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62320 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212176.000000 Penalty: 43641.613281
Iteration 239Q: 21 clusters Score -7.021218e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 189369 members 
Mstep: Class 5 contains 19362 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 105796 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 38005 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 49494 members 
Mstep: Class 16 contains 45032 members 
Mstep: Class 17 contains 22167 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 62350 members 
Mstep: Class 20 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212200.000000 Penalty: 43641.613281
Iteration 240F: 21 clusters Score -7.02122e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 189779 members 
Mstep: Class 5 contains 19356 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 105357 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29327 members 
Mstep: Class 12 contains 34472 members 
Mstep: Class 13 contains 38009 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 49489 members 
Mstep: Class 16 contains 45100 members 
Mstep: Class 17 contains 22168 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 62380 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212488.000000 Penalty: 43641.613281
Iteration 241Q: 21 clusters Score -7.021249e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4045 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 190170 members 
Mstep: Class 5 contains 19357 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 104918 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29315 members 
Mstep: Class 12 contains 34448 members 
Mstep: Class 13 contains 38016 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 49482 members 
Mstep: Class 16 contains 45176 members 
Mstep: Class 17 contains 22174 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 62405 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212544.000000 Penalty: 43641.613281
Iteration 242Q: 21 clusters Score -7.021254e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 15003 members 
Mstep: Class 4 contains 190553 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 104481 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29310 members 
Mstep: Class 12 contains 34429 members 
Mstep: Class 13 contains 38021 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 49480 members 
Mstep: Class 16 contains 45242 members 
Mstep: Class 17 contains 22180 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 62437 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212688.000000 Penalty: 43641.613281
Iteration 243Q: 21 clusters Score -7.021269e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4051 members 
Mstep: Class 3 contains 15002 members 
Mstep: Class 4 contains 190948 members 
Mstep: Class 5 contains 19346 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 104009 members 
Mstep: Class 10 contains 7599 members 
Mstep: Class 11 contains 29303 members 
Mstep: Class 12 contains 34410 members 
Mstep: Class 13 contains 38029 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49488 members 
Mstep: Class 16 contains 45303 members 
Mstep: Class 17 contains 22184 members 
Mstep: Class 18 contains 46665 members 
Mstep: Class 19 contains 62466 members 
Mstep: Class 20 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212912.000000 Penalty: 43641.613281
Iteration 244Q: 21 clusters Score -7.021291e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4053 members 
Mstep: Class 3 contains 14997 members 
Mstep: Class 4 contains 191353 members 
Mstep: Class 5 contains 19338 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 103578 members 
Mstep: Class 10 contains 7599 members 
Mstep: Class 11 contains 29301 members 
Mstep: Class 12 contains 34390 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 49491 members 
Mstep: Class 16 contains 45360 members 
Mstep: Class 17 contains 22186 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70212952.000000 Penalty: 43641.613281
Iteration 245Q: 21 clusters Score -7.021295e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 14987 members 
Mstep: Class 4 contains 191774 members 
Mstep: Class 5 contains 19338 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 103169 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 29293 members 
Mstep: Class 12 contains 34359 members 
Mstep: Class 13 contains 38029 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 49485 members 
Mstep: Class 16 contains 45397 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 46661 members 
Mstep: Class 19 contains 62477 members 
Mstep: Class 20 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213288.000000 Penalty: 43641.613281
Iteration 246Q: 21 clusters Score -7.021329e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 14970 members 
Mstep: Class 4 contains 192195 members 
Mstep: Class 5 contains 19327 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 102775 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 29287 members 
Mstep: Class 12 contains 34336 members 
Mstep: Class 13 contains 38026 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49484 members 
Mstep: Class 16 contains 45427 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 46659 members 
Mstep: Class 19 contains 62479 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213544.000000 Penalty: 43641.613281
Iteration 247Q: 21 clusters Score -7.021354e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 192633 members 
Mstep: Class 5 contains 19316 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 102354 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 29274 members 
Mstep: Class 12 contains 34310 members 
Mstep: Class 13 contains 38026 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49479 members 
Mstep: Class 16 contains 45444 members 
Mstep: Class 17 contains 22204 members 
Mstep: Class 18 contains 46660 members 
Mstep: Class 19 contains 62475 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213728.000000 Penalty: 43641.613281
Iteration 248Q: 21 clusters Score -7.021373e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 14991 members 
Mstep: Class 4 contains 193096 members 
Mstep: Class 5 contains 19308 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 101927 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 29252 members 
Mstep: Class 12 contains 34280 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 45457 members 
Mstep: Class 17 contains 22205 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 62484 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213728.000000 Penalty: 43641.613281
Iteration 249Q: 21 clusters Score -7.021373e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 14997 members 
Mstep: Class 4 contains 193552 members 
Mstep: Class 5 contains 19302 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 101492 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 29234 members 
Mstep: Class 12 contains 34240 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 49485 members 
Mstep: Class 16 contains 45470 members 
Mstep: Class 17 contains 22205 members 
Mstep: Class 18 contains 46652 members 
Mstep: Class 19 contains 62505 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213904.000000 Penalty: 43641.613281
Iteration 250Q: 21 clusters Score -7.02139e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 15004 members 
Mstep: Class 4 contains 194005 members 
Mstep: Class 5 contains 19288 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 101052 members 
Mstep: Class 10 contains 7599 members 
Mstep: Class 11 contains 29226 members 
Mstep: Class 12 contains 34208 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 49485 members 
Mstep: Class 16 contains 45487 members 
Mstep: Class 17 contains 22206 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 62519 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214120.000000 Penalty: 43641.613281
Iteration 251Q: 21 clusters Score -7.021412e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 15000 members 
Mstep: Class 4 contains 194500 members 
Mstep: Class 5 contains 19283 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 100571 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 29223 members 
Mstep: Class 12 contains 34191 members 
Mstep: Class 13 contains 38030 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 49481 members 
Mstep: Class 16 contains 45513 members 
Mstep: Class 17 contains 22203 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 62527 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214216.000000 Penalty: 43641.613281
Iteration 252Q: 21 clusters Score -7.021422e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 14990 members 
Mstep: Class 4 contains 194985 members 
Mstep: Class 5 contains 19277 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 100142 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 29215 members 
Mstep: Class 12 contains 34161 members 
Mstep: Class 13 contains 38037 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49481 members 
Mstep: Class 16 contains 45530 members 
Mstep: Class 17 contains 22204 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62509 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214160.000000 Penalty: 43641.613281
Iteration 253Q: 21 clusters Score -7.021416e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 195459 members 
Mstep: Class 5 contains 19265 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 99723 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 29201 members 
Mstep: Class 12 contains 34130 members 
Mstep: Class 13 contains 38035 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49480 members 
Mstep: Class 16 contains 45563 members 
Mstep: Class 17 contains 22212 members 
Mstep: Class 18 contains 46652 members 
Mstep: Class 19 contains 62492 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214200.000000 Penalty: 43641.613281
Iteration 254Q: 21 clusters Score -7.02142e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 14961 members 
Mstep: Class 4 contains 195990 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 9 contains 99301 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 29182 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38034 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 16 contains 45579 members 
Mstep: Class 17 contains 22212 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62465 members 
Mstep: Class 20 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214112.000000 Penalty: 43641.613281
Iteration 255Q: 21 clusters Score -7.021411e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 196532 members 
Mstep: Class 5 contains 19248 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 98861 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 29164 members 
Mstep: Class 12 contains 34030 members 
Mstep: Class 13 contains 38038 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 45593 members 
Mstep: Class 17 contains 22219 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62443 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214224.000000 Penalty: 43641.613281
Iteration 256Q: 21 clusters Score -7.021422e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 14936 members 
Mstep: Class 4 contains 197115 members 
Mstep: Class 5 contains 19233 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 98393 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 29151 members 
Mstep: Class 12 contains 33977 members 
Mstep: Class 13 contains 38045 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 45595 members 
Mstep: Class 17 contains 22225 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 62419 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214528.000000 Penalty: 43641.613281
Iteration 257Q: 21 clusters Score -7.021453e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 14912 members 
Mstep: Class 4 contains 197691 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 97970 members 
Mstep: Class 10 contains 7589 members 
Mstep: Class 11 contains 29127 members 
Mstep: Class 12 contains 33921 members 
Mstep: Class 13 contains 38065 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 45593 members 
Mstep: Class 17 contains 22233 members 
Mstep: Class 18 contains 46655 members 
Mstep: Class 19 contains 62377 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214640.000000 Penalty: 43641.613281
Iteration 258Q: 21 clusters Score -7.021464e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 14894 members 
Mstep: Class 4 contains 198196 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 97569 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 29110 members 
Mstep: Class 12 contains 33882 members 
Mstep: Class 13 contains 38072 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 45603 members 
Mstep: Class 17 contains 22229 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 62348 members 
Mstep: Class 20 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214664.000000 Penalty: 43641.613281
Iteration 259Q: 21 clusters Score -7.021466e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 198664 members 
Mstep: Class 5 contains 19184 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 97182 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 29090 members 
Mstep: Class 12 contains 33860 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49472 members 
Mstep: Class 16 contains 45602 members 
Mstep: Class 17 contains 22227 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 62323 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214528.000000 Penalty: 43641.613281
Iteration 260F: 21 clusters Score -7.021453e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 14834 members 
Mstep: Class 4 contains 199052 members 
Mstep: Class 5 contains 19159 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 96859 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 29074 members 
Mstep: Class 12 contains 33835 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 45611 members 
Mstep: Class 17 contains 22228 members 
Mstep: Class 18 contains 46661 members 
Mstep: Class 19 contains 62312 members 
Mstep: Class 20 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214648.000000 Penalty: 43641.613281
Iteration 261Q: 21 clusters Score -7.021465e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 14810 members 
Mstep: Class 4 contains 199429 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 1205 members 
Mstep: Class 9 contains 96564 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 29060 members 
Mstep: Class 12 contains 33817 members 
Mstep: Class 13 contains 38123 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49480 members 
Mstep: Class 16 contains 45614 members 
Mstep: Class 17 contains 22224 members 
Mstep: Class 18 contains 46665 members 
Mstep: Class 19 contains 62284 members 
Mstep: Class 20 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2177.568604 but Gain 2182.082031
Score: -70214952.000000 Penalty: 41459.531250
Iteration 262Q: 20 clusters Score -7.021495e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 200578 members 
Mstep: Class 5 contains 19131 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 96401 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 29028 members 
Mstep: Class 12 contains 33798 members 
Mstep: Class 13 contains 38274 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49493 members 
Mstep: Class 16 contains 45611 members 
Mstep: Class 17 contains 22217 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 62379 members 
Mstep: Class 20 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216280.000000 Penalty: 41459.531250
Iteration 263Q: 20 clusters Score -7.021628e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 201019 members 
Mstep: Class 5 contains 19134 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 96107 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 29005 members 
Mstep: Class 12 contains 33794 members 
Mstep: Class 13 contains 38254 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 45603 members 
Mstep: Class 17 contains 22221 members 
Mstep: Class 18 contains 46672 members 
Mstep: Class 19 contains 62296 members 
Mstep: Class 20 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216480.000000 Penalty: 41459.531250
Iteration 264Q: 20 clusters Score -7.021648e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 201440 members 
Mstep: Class 5 contains 19135 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 95752 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 33811 members 
Mstep: Class 13 contains 38253 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 49465 members 
Mstep: Class 16 contains 45599 members 
Mstep: Class 17 contains 22227 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216560.000000 Penalty: 41459.531250
Iteration 265Q: 20 clusters Score -7.021656e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 201793 members 
Mstep: Class 5 contains 19140 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 95437 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 28981 members 
Mstep: Class 12 contains 33828 members 
Mstep: Class 13 contains 38268 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 45604 members 
Mstep: Class 17 contains 22247 members 
Mstep: Class 18 contains 46688 members 
Mstep: Class 19 contains 62143 members 
Mstep: Class 20 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216632.000000 Penalty: 41459.531250
Iteration 266Q: 20 clusters Score -7.021663e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 202104 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 95146 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 33838 members 
Mstep: Class 13 contains 38272 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49445 members 
Mstep: Class 16 contains 45610 members 
Mstep: Class 17 contains 22259 members 
Mstep: Class 18 contains 46690 members 
Mstep: Class 19 contains 62098 members 
Mstep: Class 20 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216760.000000 Penalty: 41459.531250
Iteration 267Q: 20 clusters Score -7.021676e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 4 contains 202410 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 94864 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 28953 members 
Mstep: Class 12 contains 33837 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 45612 members 
Mstep: Class 17 contains 22278 members 
Mstep: Class 18 contains 46689 members 
Mstep: Class 19 contains 62065 members 
Mstep: Class 20 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216696.000000 Penalty: 41459.531250
Iteration 268Q: 20 clusters Score -7.02167e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 202662 members 
Mstep: Class 5 contains 19131 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 94627 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 33845 members 
Mstep: Class 13 contains 38299 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 45621 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 18 contains 46689 members 
Mstep: Class 19 contains 62033 members 
Mstep: Class 20 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216576.000000 Penalty: 41459.531250
Iteration 269Q: 20 clusters Score -7.021658e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 202899 members 
Mstep: Class 5 contains 19133 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 94415 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 28941 members 
Mstep: Class 12 contains 33846 members 
Mstep: Class 13 contains 38298 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 49441 members 
Mstep: Class 16 contains 45637 members 
Mstep: Class 17 contains 22307 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 61997 members 
Mstep: Class 20 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216520.000000 Penalty: 41459.531250
Iteration 270Q: 20 clusters Score -7.021652e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 203135 members 
Mstep: Class 5 contains 19126 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 94187 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 28936 members 
Mstep: Class 12 contains 33850 members 
Mstep: Class 13 contains 38294 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49441 members 
Mstep: Class 16 contains 45664 members 
Mstep: Class 17 contains 22322 members 
Mstep: Class 18 contains 46680 members 
Mstep: Class 19 contains 61965 members 
Mstep: Class 20 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216616.000000 Penalty: 41459.531250
Iteration 271Q: 20 clusters Score -7.021662e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 203363 members 
Mstep: Class 5 contains 19124 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 93949 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 28935 members 
Mstep: Class 12 contains 33856 members 
Mstep: Class 13 contains 38298 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49438 members 
Mstep: Class 16 contains 45689 members 
Mstep: Class 17 contains 22340 members 
Mstep: Class 18 contains 46679 members 
Mstep: Class 19 contains 61929 members 
Mstep: Class 20 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216504.000000 Penalty: 41459.531250
Iteration 272Q: 20 clusters Score -7.02165e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 203558 members 
Mstep: Class 5 contains 19120 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 93735 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 28936 members 
Mstep: Class 12 contains 33867 members 
Mstep: Class 13 contains 38301 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 49438 members 
Mstep: Class 16 contains 45702 members 
Mstep: Class 17 contains 22356 members 
Mstep: Class 18 contains 46678 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216552.000000 Penalty: 41459.531250
Iteration 273Q: 20 clusters Score -7.021655e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 203761 members 
Mstep: Class 5 contains 19125 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 93500 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 28933 members 
Mstep: Class 12 contains 33873 members 
Mstep: Class 13 contains 38304 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 49437 members 
Mstep: Class 16 contains 45723 members 
Mstep: Class 17 contains 22362 members 
Mstep: Class 18 contains 46679 members 
Mstep: Class 19 contains 61916 members 
Mstep: Class 20 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216672.000000 Penalty: 41459.531250
Iteration 274Q: 20 clusters Score -7.021667e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 4 contains 203966 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 93270 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 28931 members 
Mstep: Class 12 contains 33875 members 
Mstep: Class 13 contains 38311 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 49435 members 
Mstep: Class 16 contains 45741 members 
Mstep: Class 17 contains 22379 members 
Mstep: Class 18 contains 46675 members 
Mstep: Class 19 contains 61908 members 
Mstep: Class 20 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216728.000000 Penalty: 41459.531250
Iteration 275Q: 20 clusters Score -7.021673e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 204142 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 93081 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 28913 members 
Mstep: Class 12 contains 33874 members 
Mstep: Class 13 contains 38312 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 45768 members 
Mstep: Class 17 contains 22394 members 
Mstep: Class 18 contains 46676 members 
Mstep: Class 19 contains 61903 members 
Mstep: Class 20 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216720.000000 Penalty: 41459.531250
Iteration 276Q: 20 clusters Score -7.021672e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 204274 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 92909 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 28913 members 
Mstep: Class 12 contains 33874 members 
Mstep: Class 13 contains 38317 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 45801 members 
Mstep: Class 17 contains 22412 members 
Mstep: Class 18 contains 46674 members 
Mstep: Class 19 contains 61900 members 
Mstep: Class 20 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216648.000000 Penalty: 41459.531250
Iteration 277Q: 20 clusters Score -7.021665e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 204416 members 
Mstep: Class 5 contains 19124 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 92725 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 28905 members 
Mstep: Class 12 contains 33878 members 
Mstep: Class 13 contains 38314 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49442 members 
Mstep: Class 16 contains 45821 members 
Mstep: Class 17 contains 22438 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 61903 members 
Mstep: Class 20 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216704.000000 Penalty: 41459.531250
Iteration 278Q: 20 clusters Score -7.02167e+07 nChanged 472
Entering ConstructFrom: 
Score: -70216704.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -222486.890625 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -222486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220217.265625 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -220217.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220811.265625 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -220811.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221059.125000 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -221059.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221343.609375 Penalty: 2520.624268
	Iteration 3F: 3 clusters Score -221343.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -221695.281250 Penalty: 2520.624268
	Iteration 4F: 3 clusters Score -221695.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221995.609375 Penalty: 2520.624268
	Iteration 5F: 3 clusters Score -221995.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -222192.093750 Penalty: 2520.624268
	Iteration 6F: 3 clusters Score -222192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -222298.750000 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -222298.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -222382.609375 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -222382.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -222432.453125 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -222432.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -222467.703125 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -222467.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -222483.906250 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -222483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -222492.953125 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -222493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -222497.078125 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -222497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -222497.078125 Penalty: 2520.624268
	Iteration 14F: 3 clusters Score -222497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 204566 members 
Mstep: Class 5 contains 19114 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 92562 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 28897 members 
Mstep: Class 12 contains 33873 members 
Mstep: Class 13 contains 38313 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 45838 members 
Mstep: Class 17 contains 22462 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 61901 members 
Mstep: Class 20 contains 2738 members 
Entering Unmasked Estep 
Score: -70215920.000000 Penalty: 43641.613281
Splitting cluster 1 changes total score from -70216704.000000 to -70215920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -408499.156250 Penalty: 1353.255493
	Iteration 0F: 2 clusters Score -408499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -405164.343750 Penalty: 2706.510986
	Iteration 0F: 3 clusters Score -405164.3 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -406185.625000 Penalty: 2706.510986
	Iteration 1F: 3 clusters Score -406185.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -406599.000000 Penalty: 2706.510986
	Iteration 2F: 3 clusters Score -406599 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -407039.625000 Penalty: 2706.510986
	Iteration 3F: 3 clusters Score -407039.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -407476.343750 Penalty: 2706.510986
	Iteration 4F: 3 clusters Score -407476.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -407873.250000 Penalty: 2706.510986
	Iteration 5F: 3 clusters Score -407873.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -408113.843750 Penalty: 2706.510986
	Iteration 6F: 3 clusters Score -408113.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -408214.468750 Penalty: 2706.510986
	Iteration 7Q: 3 clusters Score -408214.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -408243.687500 Penalty: 2706.510986
	Iteration 8Q: 3 clusters Score -408243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -408260.593750 Penalty: 2706.510986
	Iteration 9Q: 3 clusters Score -408260.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -408266.750000 Penalty: 2706.510986
	Iteration 10Q: 3 clusters Score -408266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -408269.687500 Penalty: 2706.510986
	Iteration 11Q: 3 clusters Score -408269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -408271.656250 Penalty: 2706.510986
	Iteration 12Q: 3 clusters Score -408271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -408273.406250 Penalty: 2706.510986
	Iteration 13Q: 3 clusters Score -408273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -408274.500000 Penalty: 2706.510986
	Iteration 14Q: 3 clusters Score -408274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -408275.718750 Penalty: 2706.510986
	Iteration 15Q: 3 clusters Score -408275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -408277.718750 Penalty: 2706.510986
	Iteration 16Q: 3 clusters Score -408277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -408278.937500 Penalty: 2706.510986
	Iteration 17Q: 3 clusters Score -408278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -408279.531250 Penalty: 2706.510986
	Iteration 18Q: 3 clusters Score -408279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -408279.812500 Penalty: 2706.510986
	Iteration 19Q: 3 clusters Score -408279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -408280.312500 Penalty: 2706.510986
	Iteration 20F: 3 clusters Score -408280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -408279.562500 Penalty: 2706.510986
	Iteration 21Q: 3 clusters Score -408279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -408280.406250 Penalty: 2706.510986
	Iteration 22Q: 3 clusters Score -408280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -408280.718750 Penalty: 2706.510986
	Iteration 23Q: 3 clusters Score -408280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -408281.406250 Penalty: 2706.510986
	Iteration 24Q: 3 clusters Score -408281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -408281.500000 Penalty: 2706.510986
	Iteration 25Q: 3 clusters Score -408281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -408283.031250 Penalty: 2706.510986
	Iteration 26Q: 3 clusters Score -408283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -408283.593750 Penalty: 2706.510986
	Iteration 27Q: 3 clusters Score -408283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -408284.125000 Penalty: 2706.510986
	Iteration 28Q: 3 clusters Score -408284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -408283.968750 Penalty: 2706.510986
	Iteration 29Q: 3 clusters Score -408284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -408284.968750 Penalty: 2706.510986
	Iteration 30Q: 3 clusters Score -408285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -408284.968750 Penalty: 2706.510986
	Iteration 31F: 3 clusters Score -408285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Entering Unmasked Estep 
Score: -1568019.375000 Penalty: 1559.119507
	Iteration 0F: 2 clusters Score -1568019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1557944.875000 Penalty: 3118.239014
	Iteration 0F: 3 clusters Score -1557945 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1561348.625000 Penalty: 3118.239014
	Iteration 1F: 3 clusters Score -1561349 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1561759.125000 Penalty: 3118.239014
	Iteration 2F: 3 clusters Score -1561759 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1562211.375000 Penalty: 3118.239014
	Iteration 3F: 3 clusters Score -1562211 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1562660.625000 Penalty: 3118.239014
	Iteration 4F: 3 clusters Score -1562661 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1563106.625000 Penalty: 3118.239014
	Iteration 5F: 3 clusters Score -1563107 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1563573.125000 Penalty: 3118.239014
	Iteration 6F: 3 clusters Score -1563573 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1564014.000000 Penalty: 3118.239014
	Iteration 7Q: 3 clusters Score -1564014 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1564498.625000 Penalty: 3118.239014
	Iteration 8F: 3 clusters Score -1564499 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1564946.000000 Penalty: 3118.239014
	Iteration 9Q: 3 clusters Score -1564946 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1565263.000000 Penalty: 3118.239014
	Iteration 10Q: 3 clusters Score -1565263 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1565445.500000 Penalty: 3118.239014
	Iteration 11Q: 3 clusters Score -1565446 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1565550.250000 Penalty: 3118.239014
	Iteration 12Q: 3 clusters Score -1565550 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1565617.375000 Penalty: 3118.239014
	Iteration 13Q: 3 clusters Score -1565617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1565650.500000 Penalty: 3118.239014
	Iteration 14Q: 3 clusters Score -1565650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1565684.250000 Penalty: 3118.239014
	Iteration 15Q: 3 clusters Score -1565684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1565703.125000 Penalty: 3118.239014
	Iteration 16Q: 3 clusters Score -1565703 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1565740.875000 Penalty: 3118.239014
	Iteration 17Q: 3 clusters Score -1565741 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1565771.750000 Penalty: 3118.239014
	Iteration 18Q: 3 clusters Score -1565772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1565804.500000 Penalty: 3118.239014
	Iteration 19Q: 3 clusters Score -1565804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1565838.625000 Penalty: 3118.239014
	Iteration 20F: 3 clusters Score -1565839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1565876.125000 Penalty: 3118.239014
	Iteration 21Q: 3 clusters Score -1565876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1565910.875000 Penalty: 3118.239014
	Iteration 22Q: 3 clusters Score -1565911 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1565954.250000 Penalty: 3118.239014
	Iteration 23Q: 3 clusters Score -1565954 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1565996.750000 Penalty: 3118.239014
	Iteration 24Q: 3 clusters Score -1565997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1566033.125000 Penalty: 3118.239014
	Iteration 25Q: 3 clusters Score -1566033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1566068.375000 Penalty: 3118.239014
	Iteration 26Q: 3 clusters Score -1566068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1566105.750000 Penalty: 3118.239014
	Iteration 27Q: 3 clusters Score -1566106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1566145.750000 Penalty: 3118.239014
	Iteration 28Q: 3 clusters Score -1566146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1566191.375000 Penalty: 3118.239014
	Iteration 29Q: 3 clusters Score -1566191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1566234.250000 Penalty: 3118.239014
	Iteration 30Q: 3 clusters Score -1566234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1566274.250000 Penalty: 3118.239014
	Iteration 31Q: 3 clusters Score -1566274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1566320.000000 Penalty: 3118.239014
	Iteration 32Q: 3 clusters Score -1566320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1566359.375000 Penalty: 3118.239014
	Iteration 33Q: 3 clusters Score -1566359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1566396.625000 Penalty: 3118.239014
	Iteration 34Q: 3 clusters Score -1566397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1566439.000000 Penalty: 3118.239014
	Iteration 35Q: 3 clusters Score -1566439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1566482.750000 Penalty: 3118.239014
	Iteration 36Q: 3 clusters Score -1566483 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1566528.125000 Penalty: 3118.239014
	Iteration 37Q: 3 clusters Score -1566528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1566578.750000 Penalty: 3118.239014
	Iteration 38Q: 3 clusters Score -1566579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1566617.500000 Penalty: 3118.239014
	Iteration 39Q: 3 clusters Score -1566618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1566655.250000 Penalty: 3118.239014
	Iteration 40F: 3 clusters Score -1566655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1566680.125000 Penalty: 3118.239014
	Iteration 41Q: 3 clusters Score -1566680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1566700.250000 Penalty: 3118.239014
	Iteration 42Q: 3 clusters Score -1566700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1566712.250000 Penalty: 3118.239014
	Iteration 43Q: 3 clusters Score -1566712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1566725.375000 Penalty: 3118.239014
	Iteration 44Q: 3 clusters Score -1566725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1566736.625000 Penalty: 3118.239014
	Iteration 45Q: 3 clusters Score -1566737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1566750.250000 Penalty: 3118.239014
	Iteration 46Q: 3 clusters Score -1566750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1566762.625000 Penalty: 3118.239014
	Iteration 47Q: 3 clusters Score -1566763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1566766.625000 Penalty: 3118.239014
	Iteration 48Q: 3 clusters Score -1566767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1566775.750000 Penalty: 3118.239014
	Iteration 49Q: 3 clusters Score -1566776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1566782.000000 Penalty: 3118.239014
	Iteration 50Q: 3 clusters Score -1566782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1566795.125000 Penalty: 3118.239014
	Iteration 51Q: 3 clusters Score -1566795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1566805.500000 Penalty: 3118.239014
	Iteration 52Q: 3 clusters Score -1566806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1566807.625000 Penalty: 3118.239014
	Iteration 53Q: 3 clusters Score -1566808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1566811.375000 Penalty: 3118.239014
	Iteration 54Q: 3 clusters Score -1566811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1566815.375000 Penalty: 3118.239014
	Iteration 55Q: 3 clusters Score -1566815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1566826.375000 Penalty: 3118.239014
	Iteration 56Q: 3 clusters Score -1566826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1566823.375000 Penalty: 3118.239014
	Iteration 57Q: 3 clusters Score -1566823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1566827.625000 Penalty: 3118.239014
	Iteration 58Q: 3 clusters Score -1566828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1566828.250000 Penalty: 3118.239014
	Iteration 59Q: 3 clusters Score -1566828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1566831.000000 Penalty: 3118.239014
	Iteration 60F: 3 clusters Score -1566831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1566840.500000 Penalty: 3118.239014
	Iteration 61Q: 3 clusters Score -1566840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1566844.750000 Penalty: 3118.239014
	Iteration 62Q: 3 clusters Score -1566845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1566845.375000 Penalty: 3118.239014
	Iteration 63Q: 3 clusters Score -1566845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1566851.375000 Penalty: 3118.239014
	Iteration 64Q: 3 clusters Score -1566851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1566853.875000 Penalty: 3118.239014
	Iteration 65Q: 3 clusters Score -1566854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1566858.500000 Penalty: 3118.239014
	Iteration 66Q: 3 clusters Score -1566858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1566863.000000 Penalty: 3118.239014
	Iteration 67Q: 3 clusters Score -1566863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1566865.250000 Penalty: 3118.239014
	Iteration 68Q: 3 clusters Score -1566865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1566869.625000 Penalty: 3118.239014
	Iteration 69Q: 3 clusters Score -1566870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1566867.375000 Penalty: 3118.239014
	Iteration 70Q: 3 clusters Score -1566867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1566869.125000 Penalty: 3118.239014
	Iteration 71Q: 3 clusters Score -1566869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1566871.625000 Penalty: 3118.239014
	Iteration 72Q: 3 clusters Score -1566872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1566871.625000 Penalty: 3118.239014
	Iteration 73F: 3 clusters Score -1566872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (204566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204566 members 
Entering Unmasked Estep 
Score: -21498868.000000 Penalty: 1987.155029
	Iteration 0F: 2 clusters Score -2.149887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -21363466.000000 Penalty: 3974.310059
	Iteration 0F: 3 clusters Score -2.136347e+07 nChanged 99234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102443 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -21421698.000000 Penalty: 3974.310059
	Iteration 1F: 3 clusters Score -2.14217e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -21422582.000000 Penalty: 3974.310059
	Iteration 2Q: 3 clusters Score -2.142258e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -21423574.000000 Penalty: 3974.310059
	Iteration 3Q: 3 clusters Score -2.142357e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -21424856.000000 Penalty: 3974.310059
	Iteration 4Q: 3 clusters Score -2.142486e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -21426544.000000 Penalty: 3974.310059
	Iteration 5Q: 3 clusters Score -2.142654e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -21429168.000000 Penalty: 3974.310059
	Iteration 6Q: 3 clusters Score -2.142917e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -21433614.000000 Penalty: 3974.310059
	Iteration 7Q: 3 clusters Score -2.143361e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -21439814.000000 Penalty: 3974.310059
	Iteration 8F: 3 clusters Score -2.143981e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -21448738.000000 Penalty: 3974.310059
	Iteration 9F: 3 clusters Score -2.144874e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -21458288.000000 Penalty: 3974.310059
	Iteration 10F: 3 clusters Score -2.145829e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -21465136.000000 Penalty: 3974.310059
	Iteration 11F: 3 clusters Score -2.146514e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -21469056.000000 Penalty: 3974.310059
	Iteration 12Q: 3 clusters Score -2.146906e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -21471578.000000 Penalty: 3974.310059
	Iteration 13Q: 3 clusters Score -2.147158e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -21473656.000000 Penalty: 3974.310059
	Iteration 14Q: 3 clusters Score -2.147366e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -21475674.000000 Penalty: 3974.310059
	Iteration 15Q: 3 clusters Score -2.147567e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -21478076.000000 Penalty: 3974.310059
	Iteration 16Q: 3 clusters Score -2.147808e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 176327 members 
Entering Unmasked Estep 
Score: -21480556.000000 Penalty: 3974.310059
	Iteration 17Q: 3 clusters Score -2.148056e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -21483106.000000 Penalty: 3974.310059
	Iteration 18Q: 3 clusters Score -2.148311e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -21485592.000000 Penalty: 3974.310059
	Iteration 19Q: 3 clusters Score -2.148559e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -21488128.000000 Penalty: 3974.310059
	Iteration 20F: 3 clusters Score -2.148813e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 193102 members 
Entering Unmasked Estep 
Score: -21490298.000000 Penalty: 3974.310059
	Iteration 21Q: 3 clusters Score -2.14903e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 196028 members 
Entering Unmasked Estep 
Score: -21492140.000000 Penalty: 3974.310059
	Iteration 22Q: 3 clusters Score -2.149214e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 198366 members 
Entering Unmasked Estep 
Score: -21493542.000000 Penalty: 3974.310059
	Iteration 23Q: 3 clusters Score -2.149354e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 200206 members 
Entering Unmasked Estep 
Score: -21494774.000000 Penalty: 3974.310059
	Iteration 24Q: 3 clusters Score -2.149477e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 201551 members 
Entering Unmasked Estep 
Score: -21495552.000000 Penalty: 3974.310059
	Iteration 25Q: 3 clusters Score -2.149555e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 202534 members 
Entering Unmasked Estep 
Score: -21496190.000000 Penalty: 3974.310059
	Iteration 26Q: 3 clusters Score -2.149619e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 203177 members 
Entering Unmasked Estep 
Score: -21496618.000000 Penalty: 3974.310059
	Iteration 27Q: 3 clusters Score -2.149662e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 203561 members 
Entering Unmasked Estep 
Score: -21496868.000000 Penalty: 3974.310059
	Iteration 28Q: 3 clusters Score -2.149687e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -21496962.000000 Penalty: 3974.310059
	Iteration 29Q: 3 clusters Score -2.149696e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 203889 members 
Entering Unmasked Estep 
Score: -21497036.000000 Penalty: 3974.310059
	Iteration 30Q: 3 clusters Score -2.149704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 203965 members 
Entering Unmasked Estep 
Score: -21497082.000000 Penalty: 3974.310059
	Iteration 31Q: 3 clusters Score -2.149708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 204016 members 
Entering Unmasked Estep 
Score: -21497120.000000 Penalty: 3974.310059
	Iteration 32Q: 3 clusters Score -2.149712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 204061 members 
Entering Unmasked Estep 
Score: -21497142.000000 Penalty: 3974.310059
	Iteration 33Q: 3 clusters Score -2.149714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 204087 members 
Entering Unmasked Estep 
Score: -21497172.000000 Penalty: 3974.310059
	Iteration 34Q: 3 clusters Score -2.149717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 204098 members 
Entering Unmasked Estep 
Score: -21497202.000000 Penalty: 3974.310059
	Iteration 35Q: 3 clusters Score -2.14972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 204114 members 
Entering Unmasked Estep 
Score: -21497216.000000 Penalty: 3974.310059
	Iteration 36Q: 3 clusters Score -2.149722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 204127 members 
Entering Unmasked Estep 
Score: -21497226.000000 Penalty: 3974.310059
	Iteration 37Q: 3 clusters Score -2.149723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 204136 members 
Entering Unmasked Estep 
Score: -21497220.000000 Penalty: 3974.310059
	Iteration 38Q: 3 clusters Score -2.149722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
Score: -21497220.000000 Penalty: 3974.310059
	Iteration 39Q: 3 clusters Score -2.149722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 204147 members 
Entering Unmasked Estep 
Score: -21497236.000000 Penalty: 3974.310059
	Iteration 40F: 3 clusters Score -2.149724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -21497232.000000 Penalty: 3974.310059
	Iteration 41Q: 3 clusters Score -2.149723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 204151 members 
Entering Unmasked Estep 
Score: -21497212.000000 Penalty: 3974.310059
	Iteration 42Q: 3 clusters Score -2.149721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -21497216.000000 Penalty: 3974.310059
	Iteration 43Q: 3 clusters Score -2.149722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 204155 members 
Entering Unmasked Estep 
Score: -21497214.000000 Penalty: 3974.310059
	Iteration 44Q: 3 clusters Score -2.149721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -21497218.000000 Penalty: 3974.310059
	Iteration 45Q: 3 clusters Score -2.149722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -21497226.000000 Penalty: 3974.310059
	Iteration 46Q: 3 clusters Score -2.149723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 204164 members 
Entering Unmasked Estep 
Score: -21497220.000000 Penalty: 3974.310059
	Iteration 47Q: 3 clusters Score -2.149722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -21497234.000000 Penalty: 3974.310059
	Iteration 48Q: 3 clusters Score -2.149723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 204169 members 
Entering Unmasked Estep 
Score: -21497230.000000 Penalty: 3974.310059
	Iteration 49Q: 3 clusters Score -2.149723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -21497232.000000 Penalty: 3974.310059
	Iteration 50Q: 3 clusters Score -2.149723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -21497242.000000 Penalty: 3974.310059
	Iteration 51Q: 3 clusters Score -2.149724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -21497242.000000 Penalty: 3974.310059
	Iteration 52F: 3 clusters Score -2.149724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2047070.625000 Penalty: 1601.953613
	Iteration 0F: 2 clusters Score -2047071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2034040.750000 Penalty: 3203.907227
	Iteration 0F: 3 clusters Score -2034041 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2038884.375000 Penalty: 3203.907227
	Iteration 1F: 3 clusters Score -2038884 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2039290.125000 Penalty: 3203.907227
	Iteration 2Q: 3 clusters Score -2039290 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2039681.500000 Penalty: 3203.907227
	Iteration 3Q: 3 clusters Score -2039682 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2040047.125000 Penalty: 3203.907227
	Iteration 4Q: 3 clusters Score -2040047 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2040452.000000 Penalty: 3203.907227
	Iteration 5Q: 3 clusters Score -2040452 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2040837.250000 Penalty: 3203.907227
	Iteration 6Q: 3 clusters Score -2040837 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2041234.250000 Penalty: 3203.907227
	Iteration 7Q: 3 clusters Score -2041234 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2041671.500000 Penalty: 3203.907227
	Iteration 8Q: 3 clusters Score -2041672 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2042173.750000 Penalty: 3203.907227
	Iteration 9Q: 3 clusters Score -2042174 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2042748.625000 Penalty: 3203.907227
	Iteration 10Q: 3 clusters Score -2042749 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2043355.625000 Penalty: 3203.907227
	Iteration 11Q: 3 clusters Score -2043356 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2043921.625000 Penalty: 3203.907227
	Iteration 12Q: 3 clusters Score -2043922 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2044433.250000 Penalty: 3203.907227
	Iteration 13Q: 3 clusters Score -2044433 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2044795.125000 Penalty: 3203.907227
	Iteration 14Q: 3 clusters Score -2044795 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2045070.500000 Penalty: 3203.907227
	Iteration 15Q: 3 clusters Score -2045070 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2045277.375000 Penalty: 3203.907227
	Iteration 16Q: 3 clusters Score -2045277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2045413.625000 Penalty: 3203.907227
	Iteration 17Q: 3 clusters Score -2045414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2045500.125000 Penalty: 3203.907227
	Iteration 18Q: 3 clusters Score -2045500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2045564.250000 Penalty: 3203.907227
	Iteration 19Q: 3 clusters Score -2045564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2045609.375000 Penalty: 3203.907227
	Iteration 20F: 3 clusters Score -2045609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2045626.375000 Penalty: 3203.907227
	Iteration 21Q: 3 clusters Score -2045626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2045636.875000 Penalty: 3203.907227
	Iteration 22Q: 3 clusters Score -2045637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2045658.125000 Penalty: 3203.907227
	Iteration 23Q: 3 clusters Score -2045658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2045668.000000 Penalty: 3203.907227
	Iteration 24Q: 3 clusters Score -2045668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2045670.875000 Penalty: 3203.907227
	Iteration 25Q: 3 clusters Score -2045671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2045677.375000 Penalty: 3203.907227
	Iteration 26Q: 3 clusters Score -2045677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2045683.625000 Penalty: 3203.907227
	Iteration 27Q: 3 clusters Score -2045684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2045686.750000 Penalty: 3203.907227
	Iteration 28Q: 3 clusters Score -2045687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2045688.875000 Penalty: 3203.907227
	Iteration 29Q: 3 clusters Score -2045689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2045692.000000 Penalty: 3203.907227
	Iteration 30Q: 3 clusters Score -2045692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2045692.000000 Penalty: 3203.907227
	Iteration 31F: 3 clusters Score -2045692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27216.472656 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27216.47 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27426.041016 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27426.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27529.205078 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27529.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27578.839844 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -27578.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27691.472656 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27691.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27792.205078 Penalty: 1900.092651
	Iteration 5F: 3 clusters Score -27792.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27850.841797 Penalty: 1900.092651
	Iteration 6F: 3 clusters Score -27850.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -27878.306641 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27878.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -27890.142578 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27890.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -27893.457031 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27893.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -27893.457031 Penalty: 1900.092651
	Iteration 10F: 3 clusters Score -27893.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43987.515625 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -43987.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43001.507812 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -43001.51 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43171.816406 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -43171.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43270.203125 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -43270.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43471.097656 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -43471.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43689.558594 Penalty: 1997.557007
	Iteration 4F: 3 clusters Score -43689.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -43941.105469 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -43941.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44020.703125 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -44020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -44058.667969 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -44058.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44088.328125 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -44088.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44105.898438 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -44105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44107.750000 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -44107.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44107.750000 Penalty: 1997.557007
	Iteration 11F: 3 clusters Score -44107.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 204566 members 
Mstep: Class 5 contains 19114 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 107 members 
Mstep: Class 9 contains 92562 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 28897 members 
Mstep: Class 12 contains 33873 members 
Mstep: Class 13 contains 38313 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 45838 members 
Mstep: Class 17 contains 22462 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 61901 members 
Mstep: Class 20 contains 2738 members 
Entering Unmasked Estep 
Score: -70215712.000000 Penalty: 43641.613281
Splitting cluster 7 changes total score from -70216704.000000 to -70215712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (92562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Entering Unmasked Estep 
Score: -9794250.000000 Penalty: 1858.290527
	Iteration 0F: 2 clusters Score -9794250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9732953.000000 Penalty: 3716.581055
	Iteration 0F: 3 clusters Score -9732953 nChanged 44190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9758779.000000 Penalty: 3716.581055
	Iteration 1F: 3 clusters Score -9758779 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9759706.000000 Penalty: 3716.581055
	Iteration 2Q: 3 clusters Score -9759706 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -9761005.000000 Penalty: 3716.581055
	Iteration 3Q: 3 clusters Score -9761005 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -9763098.000000 Penalty: 3716.581055
	Iteration 4Q: 3 clusters Score -9763098 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -9766461.000000 Penalty: 3716.581055
	Iteration 5F: 3 clusters Score -9766461 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -9771410.000000 Penalty: 3716.581055
	Iteration 6F: 3 clusters Score -9771410 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -9777543.000000 Penalty: 3716.581055
	Iteration 7F: 3 clusters Score -9777543 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -9782882.000000 Penalty: 3716.581055
	Iteration 8F: 3 clusters Score -9782882 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -9786358.000000 Penalty: 3716.581055
	Iteration 9Q: 3 clusters Score -9786358 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -9788333.000000 Penalty: 3716.581055
	Iteration 10Q: 3 clusters Score -9788333 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -9789606.000000 Penalty: 3716.581055
	Iteration 11Q: 3 clusters Score -9789606 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -9790450.000000 Penalty: 3716.581055
	Iteration 12Q: 3 clusters Score -9790450 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -9791087.000000 Penalty: 3716.581055
	Iteration 13Q: 3 clusters Score -9791087 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -9791538.000000 Penalty: 3716.581055
	Iteration 14Q: 3 clusters Score -9791538 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -9791838.000000 Penalty: 3716.581055
	Iteration 15Q: 3 clusters Score -9791838 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -9792080.000000 Penalty: 3716.581055
	Iteration 16Q: 3 clusters Score -9792080 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -9792235.000000 Penalty: 3716.581055
	Iteration 17Q: 3 clusters Score -9792235 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -9792369.000000 Penalty: 3716.581055
	Iteration 18Q: 3 clusters Score -9792369 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -9792490.000000 Penalty: 3716.581055
	Iteration 19Q: 3 clusters Score -9792490 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -9792582.000000 Penalty: 3716.581055
	Iteration 20F: 3 clusters Score -9792582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -9792641.000000 Penalty: 3716.581055
	Iteration 21Q: 3 clusters Score -9792641 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -9792696.000000 Penalty: 3716.581055
	Iteration 22Q: 3 clusters Score -9792696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -9792707.000000 Penalty: 3716.581055
	Iteration 23Q: 3 clusters Score -9792707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -9792766.000000 Penalty: 3716.581055
	Iteration 24Q: 3 clusters Score -9792766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -9792778.000000 Penalty: 3716.581055
	Iteration 25Q: 3 clusters Score -9792778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -9792797.000000 Penalty: 3716.581055
	Iteration 26Q: 3 clusters Score -9792797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -9792812.000000 Penalty: 3716.581055
	Iteration 27Q: 3 clusters Score -9792812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -9792826.000000 Penalty: 3716.581055
	Iteration 28Q: 3 clusters Score -9792826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -9792841.000000 Penalty: 3716.581055
	Iteration 29Q: 3 clusters Score -9792841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -9792866.000000 Penalty: 3716.581055
	Iteration 30Q: 3 clusters Score -9792866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -9792872.000000 Penalty: 3716.581055
	Iteration 31Q: 3 clusters Score -9792872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -9792875.000000 Penalty: 3716.581055
	Iteration 32Q: 3 clusters Score -9792875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -9792887.000000 Penalty: 3716.581055
	Iteration 33Q: 3 clusters Score -9792887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -9792898.000000 Penalty: 3716.581055
	Iteration 34Q: 3 clusters Score -9792898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -9792914.000000 Penalty: 3716.581055
	Iteration 35Q: 3 clusters Score -9792914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -9792911.000000 Penalty: 3716.581055
	Iteration 36Q: 3 clusters Score -9792911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -9792915.000000 Penalty: 3716.581055
	Iteration 37Q: 3 clusters Score -9792915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -9792924.000000 Penalty: 3716.581055
	Iteration 38Q: 3 clusters Score -9792924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -9792919.000000 Penalty: 3716.581055
	Iteration 39Q: 3 clusters Score -9792919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -9792927.000000 Penalty: 3716.581055
	Iteration 40F: 3 clusters Score -9792927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -9792927.000000 Penalty: 3716.581055
	Iteration 41Q: 3 clusters Score -9792927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -9792928.000000 Penalty: 3716.581055
	Iteration 42Q: 3 clusters Score -9792928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -9792930.000000 Penalty: 3716.581055
	Iteration 43Q: 3 clusters Score -9792930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -9792930.000000 Penalty: 3716.581055
	Iteration 44F: 3 clusters Score -9792930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -773043.625000 Penalty: 1451.677490
	Iteration 0F: 2 clusters Score -773043.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -767364.062500 Penalty: 2903.354980
	Iteration 0F: 3 clusters Score -767364.1 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -769058.187500 Penalty: 2903.354980
	Iteration 1F: 3 clusters Score -769058.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -769340.312500 Penalty: 2903.354980
	Iteration 2F: 3 clusters Score -769340.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -769616.250000 Penalty: 2903.354980
	Iteration 3F: 3 clusters Score -769616.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -769965.875000 Penalty: 2903.354980
	Iteration 4F: 3 clusters Score -769965.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -770318.125000 Penalty: 2903.354980
	Iteration 5F: 3 clusters Score -770318.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -770562.562500 Penalty: 2903.354980
	Iteration 6Q: 3 clusters Score -770562.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -770737.687500 Penalty: 2903.354980
	Iteration 7Q: 3 clusters Score -770737.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -770859.875000 Penalty: 2903.354980
	Iteration 8Q: 3 clusters Score -770859.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -770964.875000 Penalty: 2903.354980
	Iteration 9Q: 3 clusters Score -770964.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -771044.500000 Penalty: 2903.354980
	Iteration 10Q: 3 clusters Score -771044.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -771103.250000 Penalty: 2903.354980
	Iteration 11Q: 3 clusters Score -771103.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -771162.812500 Penalty: 2903.354980
	Iteration 12Q: 3 clusters Score -771162.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -771223.125000 Penalty: 2903.354980
	Iteration 13Q: 3 clusters Score -771223.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -771266.812500 Penalty: 2903.354980
	Iteration 14Q: 3 clusters Score -771266.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -771302.187500 Penalty: 2903.354980
	Iteration 15Q: 3 clusters Score -771302.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -771330.187500 Penalty: 2903.354980
	Iteration 16Q: 3 clusters Score -771330.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -771352.437500 Penalty: 2903.354980
	Iteration 17Q: 3 clusters Score -771352.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -771373.062500 Penalty: 2903.354980
	Iteration 18Q: 3 clusters Score -771373.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -771390.250000 Penalty: 2903.354980
	Iteration 19Q: 3 clusters Score -771390.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -771412.437500 Penalty: 2903.354980
	Iteration 20F: 3 clusters Score -771412.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -771428.875000 Penalty: 2903.354980
	Iteration 21Q: 3 clusters Score -771428.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -771448.125000 Penalty: 2903.354980
	Iteration 22Q: 3 clusters Score -771448.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -771468.062500 Penalty: 2903.354980
	Iteration 23Q: 3 clusters Score -771468.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -771498.437500 Penalty: 2903.354980
	Iteration 24Q: 3 clusters Score -771498.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -771519.500000 Penalty: 2903.354980
	Iteration 25Q: 3 clusters Score -771519.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -771545.875000 Penalty: 2903.354980
	Iteration 26Q: 3 clusters Score -771545.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -771586.250000 Penalty: 2903.354980
	Iteration 27Q: 3 clusters Score -771586.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -771636.000000 Penalty: 2903.354980
	Iteration 28Q: 3 clusters Score -771636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -771682.000000 Penalty: 2903.354980
	Iteration 29Q: 3 clusters Score -771682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -771725.375000 Penalty: 2903.354980
	Iteration 30Q: 3 clusters Score -771725.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -771765.875000 Penalty: 2903.354980
	Iteration 31Q: 3 clusters Score -771765.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -771793.437500 Penalty: 2903.354980
	Iteration 32Q: 3 clusters Score -771793.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -771818.375000 Penalty: 2903.354980
	Iteration 33Q: 3 clusters Score -771818.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -771836.562500 Penalty: 2903.354980
	Iteration 34Q: 3 clusters Score -771836.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -771855.312500 Penalty: 2903.354980
	Iteration 35Q: 3 clusters Score -771855.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -771869.750000 Penalty: 2903.354980
	Iteration 36Q: 3 clusters Score -771869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -771880.312500 Penalty: 2903.354980
	Iteration 37Q: 3 clusters Score -771880.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -771892.937500 Penalty: 2903.354980
	Iteration 38Q: 3 clusters Score -771892.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -771912.375000 Penalty: 2903.354980
	Iteration 39Q: 3 clusters Score -771912.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -771931.625000 Penalty: 2903.354980
	Iteration 40F: 3 clusters Score -771931.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -771944.812500 Penalty: 2903.354980
	Iteration 41Q: 3 clusters Score -771944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -771954.812500 Penalty: 2903.354980
	Iteration 42Q: 3 clusters Score -771954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -771964.687500 Penalty: 2903.354980
	Iteration 43Q: 3 clusters Score -771964.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -771973.750000 Penalty: 2903.354980
	Iteration 44Q: 3 clusters Score -771973.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -771982.437500 Penalty: 2903.354980
	Iteration 45Q: 3 clusters Score -771982.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -771992.000000 Penalty: 2903.354980
	Iteration 46Q: 3 clusters Score -771992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -772002.187500 Penalty: 2903.354980
	Iteration 47Q: 3 clusters Score -772002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -772014.250000 Penalty: 2903.354980
	Iteration 48Q: 3 clusters Score -772014.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -772024.187500 Penalty: 2903.354980
	Iteration 49Q: 3 clusters Score -772024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -772030.750000 Penalty: 2903.354980
	Iteration 50Q: 3 clusters Score -772030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -772036.312500 Penalty: 2903.354980
	Iteration 51Q: 3 clusters Score -772036.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -772039.500000 Penalty: 2903.354980
	Iteration 52Q: 3 clusters Score -772039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -772043.375000 Penalty: 2903.354980
	Iteration 53Q: 3 clusters Score -772043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -772043.062500 Penalty: 2903.354980
	Iteration 54Q: 3 clusters Score -772043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -772047.250000 Penalty: 2903.354980
	Iteration 55Q: 3 clusters Score -772047.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -772048.750000 Penalty: 2903.354980
	Iteration 56Q: 3 clusters Score -772048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -772053.312500 Penalty: 2903.354980
	Iteration 57Q: 3 clusters Score -772053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -772053.187500 Penalty: 2903.354980
	Iteration 58Q: 3 clusters Score -772053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -772053.562500 Penalty: 2903.354980
	Iteration 59Q: 3 clusters Score -772053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -772054.187500 Penalty: 2903.354980
	Iteration 60F: 3 clusters Score -772054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -772054.562500 Penalty: 2903.354980
	Iteration 61Q: 3 clusters Score -772054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -772055.687500 Penalty: 2903.354980
	Iteration 62Q: 3 clusters Score -772055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -772055.562500 Penalty: 2903.354980
	Iteration 63Q: 3 clusters Score -772055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -772056.437500 Penalty: 2903.354980
	Iteration 64Q: 3 clusters Score -772056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -772054.750000 Penalty: 2903.354980
	Iteration 65Q: 3 clusters Score -772054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -772054.125000 Penalty: 2903.354980
	Iteration 66Q: 3 clusters Score -772054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -772054.750000 Penalty: 2903.354980
	Iteration 67Q: 3 clusters Score -772054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -772054.625000 Penalty: 2903.354980
	Iteration 68Q: 3 clusters Score -772054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -772054.562500 Penalty: 2903.354980
	Iteration 69Q: 3 clusters Score -772054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -772054.562500 Penalty: 2903.354980
	Iteration 70F: 3 clusters Score -772054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Entering Unmasked Estep 
Score: -3094489.000000 Penalty: 1669.117554
	Iteration 0F: 2 clusters Score -3094489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3075012.500000 Penalty: 3338.235107
	Iteration 0F: 3 clusters Score -3075012 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3082342.750000 Penalty: 3338.235107
	Iteration 1F: 3 clusters Score -3082343 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3082802.250000 Penalty: 3338.235107
	Iteration 2Q: 3 clusters Score -3082802 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3083348.000000 Penalty: 3338.235107
	Iteration 3Q: 3 clusters Score -3083348 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3084117.500000 Penalty: 3338.235107
	Iteration 4F: 3 clusters Score -3084118 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3085207.250000 Penalty: 3338.235107
	Iteration 5F: 3 clusters Score -3085207 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3086685.500000 Penalty: 3338.235107
	Iteration 6F: 3 clusters Score -3086686 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3088518.250000 Penalty: 3338.235107
	Iteration 7F: 3 clusters Score -3088518 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3090119.750000 Penalty: 3338.235107
	Iteration 8F: 3 clusters Score -3090120 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3091271.000000 Penalty: 3338.235107
	Iteration 9Q: 3 clusters Score -3091271 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3091916.000000 Penalty: 3338.235107
	Iteration 10Q: 3 clusters Score -3091916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3092235.750000 Penalty: 3338.235107
	Iteration 11Q: 3 clusters Score -3092236 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3092399.750000 Penalty: 3338.235107
	Iteration 12Q: 3 clusters Score -3092400 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3092533.750000 Penalty: 3338.235107
	Iteration 13Q: 3 clusters Score -3092534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3092621.750000 Penalty: 3338.235107
	Iteration 14Q: 3 clusters Score -3092622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3092688.000000 Penalty: 3338.235107
	Iteration 15Q: 3 clusters Score -3092688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3092745.000000 Penalty: 3338.235107
	Iteration 16Q: 3 clusters Score -3092745 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3092806.250000 Penalty: 3338.235107
	Iteration 17Q: 3 clusters Score -3092806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3092872.000000 Penalty: 3338.235107
	Iteration 18Q: 3 clusters Score -3092872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3092909.000000 Penalty: 3338.235107
	Iteration 19Q: 3 clusters Score -3092909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3092939.500000 Penalty: 3338.235107
	Iteration 20F: 3 clusters Score -3092940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3092964.500000 Penalty: 3338.235107
	Iteration 21Q: 3 clusters Score -3092964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3092989.500000 Penalty: 3338.235107
	Iteration 22Q: 3 clusters Score -3092990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3093001.500000 Penalty: 3338.235107
	Iteration 23Q: 3 clusters Score -3093002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3093014.000000 Penalty: 3338.235107
	Iteration 24Q: 3 clusters Score -3093014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3093032.750000 Penalty: 3338.235107
	Iteration 25Q: 3 clusters Score -3093033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3093048.000000 Penalty: 3338.235107
	Iteration 26Q: 3 clusters Score -3093048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3093060.000000 Penalty: 3338.235107
	Iteration 27Q: 3 clusters Score -3093060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3093056.250000 Penalty: 3338.235107
	Iteration 28Q: 3 clusters Score -3093056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3093058.000000 Penalty: 3338.235107
	Iteration 29Q: 3 clusters Score -3093058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3093064.250000 Penalty: 3338.235107
	Iteration 30Q: 3 clusters Score -3093064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3093070.750000 Penalty: 3338.235107
	Iteration 31Q: 3 clusters Score -3093071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3093072.500000 Penalty: 3338.235107
	Iteration 32Q: 3 clusters Score -3093072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3093078.250000 Penalty: 3338.235107
	Iteration 33Q: 3 clusters Score -3093078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3093081.500000 Penalty: 3338.235107
	Iteration 34Q: 3 clusters Score -3093082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3093084.000000 Penalty: 3338.235107
	Iteration 35Q: 3 clusters Score -3093084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3093083.000000 Penalty: 3338.235107
	Iteration 36Q: 3 clusters Score -3093083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3093085.750000 Penalty: 3338.235107
	Iteration 37Q: 3 clusters Score -3093086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3093089.500000 Penalty: 3338.235107
	Iteration 38Q: 3 clusters Score -3093090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3093083.000000 Penalty: 3338.235107
	Iteration 39Q: 3 clusters Score -3093083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3093084.000000 Penalty: 3338.235107
	Iteration 40F: 3 clusters Score -3093084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3093088.000000 Penalty: 3338.235107
	Iteration 41Q: 3 clusters Score -3093088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3093086.500000 Penalty: 3338.235107
	Iteration 42Q: 3 clusters Score -3093086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3093086.750000 Penalty: 3338.235107
	Iteration 43Q: 3 clusters Score -3093087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3093092.000000 Penalty: 3338.235107
	Iteration 44Q: 3 clusters Score -3093092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3093094.000000 Penalty: 3338.235107
	Iteration 45Q: 3 clusters Score -3093094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3093093.250000 Penalty: 3338.235107
	Iteration 46Q: 3 clusters Score -3093093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3093091.750000 Penalty: 3338.235107
	Iteration 47Q: 3 clusters Score -3093092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3093095.000000 Penalty: 3338.235107
	Iteration 48Q: 3 clusters Score -3093095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3093093.750000 Penalty: 3338.235107
	Iteration 49Q: 3 clusters Score -3093094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3093093.750000 Penalty: 3338.235107
	Iteration 50F: 3 clusters Score -3093094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Entering Unmasked Estep 
Score: -3623747.250000 Penalty: 1694.935669
	Iteration 0F: 2 clusters Score -3623747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3600910.500000 Penalty: 3389.871338
	Iteration 0F: 3 clusters Score -3600910 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3609309.250000 Penalty: 3389.871338
	Iteration 1F: 3 clusters Score -3609309 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3609604.500000 Penalty: 3389.871338
	Iteration 2Q: 3 clusters Score -3609604 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3609884.000000 Penalty: 3389.871338
	Iteration 3Q: 3 clusters Score -3609884 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3610123.500000 Penalty: 3389.871338
	Iteration 4Q: 3 clusters Score -3610124 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3610341.000000 Penalty: 3389.871338
	Iteration 5Q: 3 clusters Score -3610341 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3610527.500000 Penalty: 3389.871338
	Iteration 6Q: 3 clusters Score -3610528 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3610735.500000 Penalty: 3389.871338
	Iteration 7Q: 3 clusters Score -3610736 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3611002.000000 Penalty: 3389.871338
	Iteration 8Q: 3 clusters Score -3611002 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3611334.500000 Penalty: 3389.871338
	Iteration 9Q: 3 clusters Score -3611334 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3611900.000000 Penalty: 3389.871338
	Iteration 10Q: 3 clusters Score -3611900 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3612800.250000 Penalty: 3389.871338
	Iteration 11Q: 3 clusters Score -3612800 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3614146.750000 Penalty: 3389.871338
	Iteration 12F: 3 clusters Score -3614147 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3615893.250000 Penalty: 3389.871338
	Iteration 13F: 3 clusters Score -3615893 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3617921.000000 Penalty: 3389.871338
	Iteration 14F: 3 clusters Score -3617921 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3619849.750000 Penalty: 3389.871338
	Iteration 15F: 3 clusters Score -3619850 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3621048.000000 Penalty: 3389.871338
	Iteration 16Q: 3 clusters Score -3621048 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3621664.500000 Penalty: 3389.871338
	Iteration 17Q: 3 clusters Score -3621664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3621979.000000 Penalty: 3389.871338
	Iteration 18Q: 3 clusters Score -3621979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3622135.500000 Penalty: 3389.871338
	Iteration 19Q: 3 clusters Score -3622136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -3622214.250000 Penalty: 3389.871338
	Iteration 20F: 3 clusters Score -3622214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -3622256.000000 Penalty: 3389.871338
	Iteration 21Q: 3 clusters Score -3622256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3622283.000000 Penalty: 3389.871338
	Iteration 22Q: 3 clusters Score -3622283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3622294.750000 Penalty: 3389.871338
	Iteration 23Q: 3 clusters Score -3622295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -3622304.750000 Penalty: 3389.871338
	Iteration 24Q: 3 clusters Score -3622305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3622308.750000 Penalty: 3389.871338
	Iteration 25Q: 3 clusters Score -3622309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -3622309.000000 Penalty: 3389.871338
	Iteration 26Q: 3 clusters Score -3622309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3622315.000000 Penalty: 3389.871338
	Iteration 27Q: 3 clusters Score -3622315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3622320.250000 Penalty: 3389.871338
	Iteration 28Q: 3 clusters Score -3622320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3622325.000000 Penalty: 3389.871338
	Iteration 29Q: 3 clusters Score -3622325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -3622325.500000 Penalty: 3389.871338
	Iteration 30Q: 3 clusters Score -3622326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -3622329.000000 Penalty: 3389.871338
	Iteration 31Q: 3 clusters Score -3622329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -3622330.000000 Penalty: 3389.871338
	Iteration 32Q: 3 clusters Score -3622330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3622331.250000 Penalty: 3389.871338
	Iteration 33Q: 3 clusters Score -3622331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3622338.250000 Penalty: 3389.871338
	Iteration 34Q: 3 clusters Score -3622338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3622346.750000 Penalty: 3389.871338
	Iteration 35Q: 3 clusters Score -3622347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3622347.000000 Penalty: 3389.871338
	Iteration 36Q: 3 clusters Score -3622347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3622347.000000 Penalty: 3389.871338
	Iteration 37F: 3 clusters Score -3622347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Entering Unmasked Estep 
Score: -3929826.750000 Penalty: 1714.951050
	Iteration 0F: 2 clusters Score -3929827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3903928.750000 Penalty: 3429.902100
	Iteration 0F: 3 clusters Score -3903929 nChanged 17936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3914441.000000 Penalty: 3429.902100
	Iteration 1F: 3 clusters Score -3914441 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3915560.500000 Penalty: 3429.902100
	Iteration 2F: 3 clusters Score -3915560 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3917277.000000 Penalty: 3429.902100
	Iteration 3F: 3 clusters Score -3917277 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3919724.250000 Penalty: 3429.902100
	Iteration 4F: 3 clusters Score -3919724 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3922516.500000 Penalty: 3429.902100
	Iteration 5F: 3 clusters Score -3922516 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3925071.000000 Penalty: 3429.902100
	Iteration 6F: 3 clusters Score -3925071 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3926683.000000 Penalty: 3429.902100
	Iteration 7Q: 3 clusters Score -3926683 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3927603.750000 Penalty: 3429.902100
	Iteration 8Q: 3 clusters Score -3927604 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3928096.250000 Penalty: 3429.902100
	Iteration 9Q: 3 clusters Score -3928096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3928433.000000 Penalty: 3429.902100
	Iteration 10Q: 3 clusters Score -3928433 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3928627.750000 Penalty: 3429.902100
	Iteration 11Q: 3 clusters Score -3928628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3928748.250000 Penalty: 3429.902100
	Iteration 12Q: 3 clusters Score -3928748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3928838.250000 Penalty: 3429.902100
	Iteration 13Q: 3 clusters Score -3928838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3928876.500000 Penalty: 3429.902100
	Iteration 14Q: 3 clusters Score -3928876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3928913.750000 Penalty: 3429.902100
	Iteration 15Q: 3 clusters Score -3928914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3928956.250000 Penalty: 3429.902100
	Iteration 16Q: 3 clusters Score -3928956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3928980.500000 Penalty: 3429.902100
	Iteration 17Q: 3 clusters Score -3928980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3929002.000000 Penalty: 3429.902100
	Iteration 18Q: 3 clusters Score -3929002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3929013.750000 Penalty: 3429.902100
	Iteration 19Q: 3 clusters Score -3929014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3929027.000000 Penalty: 3429.902100
	Iteration 20F: 3 clusters Score -3929027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3929037.250000 Penalty: 3429.902100
	Iteration 21Q: 3 clusters Score -3929037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3929037.750000 Penalty: 3429.902100
	Iteration 22Q: 3 clusters Score -3929038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3929035.000000 Penalty: 3429.902100
	Iteration 23Q: 3 clusters Score -3929035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3929043.000000 Penalty: 3429.902100
	Iteration 24Q: 3 clusters Score -3929043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3929043.500000 Penalty: 3429.902100
	Iteration 25Q: 3 clusters Score -3929044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3929047.250000 Penalty: 3429.902100
	Iteration 26Q: 3 clusters Score -3929047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3929049.750000 Penalty: 3429.902100
	Iteration 27Q: 3 clusters Score -3929050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3929049.750000 Penalty: 3429.902100
	Iteration 28F: 3 clusters Score -3929050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -301031.343750 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -301031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -298363.437500 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -298363.4 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299102.593750 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -299102.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -299366.812500 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -299366.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -299577.718750 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -299577.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -299724.593750 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -299724.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -299830.468750 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -299830.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299940.125000 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -299940.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -300021.625000 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -300021.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -300094.593750 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -300094.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -300172.062500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -300172.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -300232.250000 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -300232.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -300294.125000 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -300294.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -300371.843750 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -300371.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -300438.656250 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -300438.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -300500.156250 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -300500.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -300550.125000 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -300550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -300579.125000 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -300579.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -300597.031250 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -300597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -300611.937500 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -300611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -300624.062500 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -300624.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -300643.500000 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -300643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -300658.531250 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -300658.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -300671.593750 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -300671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -300680.562500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -300680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -300692.375000 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -300692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -300703.562500 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -300703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -300710.281250 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -300710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -300715.625000 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -300715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -300717.156250 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -300717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -300719.781250 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -300719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -300720.718750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -300720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -300721.343750 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -300721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -300721.437500 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -300721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -300721.968750 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -300722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -300721.968750 Penalty: 2592.281982
	Iteration 34F: 3 clusters Score -300722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Entering Unmasked Estep 
Score: -5301993.500000 Penalty: 1756.383789
	Iteration 0F: 2 clusters Score -5301994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5269134.500000 Penalty: 3512.767578
	Iteration 0F: 3 clusters Score -5269134 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5282273.000000 Penalty: 3512.767578
	Iteration 1F: 3 clusters Score -5282273 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5283436.000000 Penalty: 3512.767578
	Iteration 2F: 3 clusters Score -5283436 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5285390.000000 Penalty: 3512.767578
	Iteration 3F: 3 clusters Score -5285390 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5288109.500000 Penalty: 3512.767578
	Iteration 4F: 3 clusters Score -5288110 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5290849.500000 Penalty: 3512.767578
	Iteration 5F: 3 clusters Score -5290850 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5293236.000000 Penalty: 3512.767578
	Iteration 6F: 3 clusters Score -5293236 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5294899.500000 Penalty: 3512.767578
	Iteration 7F: 3 clusters Score -5294900 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5295879.000000 Penalty: 3512.767578
	Iteration 8Q: 3 clusters Score -5295879 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5296577.500000 Penalty: 3512.767578
	Iteration 9Q: 3 clusters Score -5296578 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5297048.000000 Penalty: 3512.767578
	Iteration 10Q: 3 clusters Score -5297048 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5297382.500000 Penalty: 3512.767578
	Iteration 11Q: 3 clusters Score -5297382 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5297671.000000 Penalty: 3512.767578
	Iteration 12Q: 3 clusters Score -5297671 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5297915.500000 Penalty: 3512.767578
	Iteration 13Q: 3 clusters Score -5297916 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5298094.000000 Penalty: 3512.767578
	Iteration 14Q: 3 clusters Score -5298094 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -5298295.500000 Penalty: 3512.767578
	Iteration 15Q: 3 clusters Score -5298296 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -5298484.000000 Penalty: 3512.767578
	Iteration 16Q: 3 clusters Score -5298484 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -5298671.000000 Penalty: 3512.767578
	Iteration 17Q: 3 clusters Score -5298671 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5298851.500000 Penalty: 3512.767578
	Iteration 18Q: 3 clusters Score -5298852 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -5299036.500000 Penalty: 3512.767578
	Iteration 19Q: 3 clusters Score -5299036 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5299217.000000 Penalty: 3512.767578
	Iteration 20F: 3 clusters Score -5299217 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5299386.000000 Penalty: 3512.767578
	Iteration 21Q: 3 clusters Score -5299386 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5299584.500000 Penalty: 3512.767578
	Iteration 22Q: 3 clusters Score -5299584 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -5299789.500000 Penalty: 3512.767578
	Iteration 23Q: 3 clusters Score -5299790 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5299984.000000 Penalty: 3512.767578
	Iteration 24Q: 3 clusters Score -5299984 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5300170.500000 Penalty: 3512.767578
	Iteration 25Q: 3 clusters Score -5300170 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5300306.500000 Penalty: 3512.767578
	Iteration 26Q: 3 clusters Score -5300306 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5300484.500000 Penalty: 3512.767578
	Iteration 27Q: 3 clusters Score -5300484 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5300612.000000 Penalty: 3512.767578
	Iteration 28Q: 3 clusters Score -5300612 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5300742.000000 Penalty: 3512.767578
	Iteration 29Q: 3 clusters Score -5300742 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5300835.500000 Penalty: 3512.767578
	Iteration 30Q: 3 clusters Score -5300836 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5300943.000000 Penalty: 3512.767578
	Iteration 31Q: 3 clusters Score -5300943 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5301045.000000 Penalty: 3512.767578
	Iteration 32Q: 3 clusters Score -5301045 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5301111.000000 Penalty: 3512.767578
	Iteration 33Q: 3 clusters Score -5301111 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5301180.000000 Penalty: 3512.767578
	Iteration 34Q: 3 clusters Score -5301180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5301232.500000 Penalty: 3512.767578
	Iteration 35Q: 3 clusters Score -5301232 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5301290.500000 Penalty: 3512.767578
	Iteration 36Q: 3 clusters Score -5301290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5301305.500000 Penalty: 3512.767578
	Iteration 37Q: 3 clusters Score -5301306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5301331.500000 Penalty: 3512.767578
	Iteration 38Q: 3 clusters Score -5301332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5301352.500000 Penalty: 3512.767578
	Iteration 39Q: 3 clusters Score -5301352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5301358.000000 Penalty: 3512.767578
	Iteration 40F: 3 clusters Score -5301358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5301384.000000 Penalty: 3512.767578
	Iteration 41Q: 3 clusters Score -5301384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5301393.500000 Penalty: 3512.767578
	Iteration 42Q: 3 clusters Score -5301394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5301389.500000 Penalty: 3512.767578
	Iteration 43Q: 3 clusters Score -5301390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5301407.000000 Penalty: 3512.767578
	Iteration 44Q: 3 clusters Score -5301407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5301416.500000 Penalty: 3512.767578
	Iteration 45Q: 3 clusters Score -5301416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5301432.500000 Penalty: 3512.767578
	Iteration 46Q: 3 clusters Score -5301432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5301459.000000 Penalty: 3512.767578
	Iteration 47Q: 3 clusters Score -5301459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5301456.500000 Penalty: 3512.767578
	Iteration 48Q: 3 clusters Score -5301456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5301466.000000 Penalty: 3512.767578
	Iteration 49Q: 3 clusters Score -5301466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5301471.500000 Penalty: 3512.767578
	Iteration 50Q: 3 clusters Score -5301472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5301471.000000 Penalty: 3512.767578
	Iteration 51Q: 3 clusters Score -5301471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5301471.500000 Penalty: 3512.767578
	Iteration 52Q: 3 clusters Score -5301472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5301468.000000 Penalty: 3512.767578
	Iteration 53Q: 3 clusters Score -5301468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5301463.000000 Penalty: 3512.767578
	Iteration 54Q: 3 clusters Score -5301463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5301459.000000 Penalty: 3512.767578
	Iteration 55Q: 3 clusters Score -5301459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5301462.500000 Penalty: 3512.767578
	Iteration 56Q: 3 clusters Score -5301462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5301468.500000 Penalty: 3512.767578
	Iteration 57Q: 3 clusters Score -5301468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5301475.500000 Penalty: 3512.767578
	Iteration 58Q: 3 clusters Score -5301476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5301468.500000 Penalty: 3512.767578
	Iteration 59Q: 3 clusters Score -5301468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5301468.000000 Penalty: 3512.767578
	Iteration 60F: 3 clusters Score -5301468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5301471.500000 Penalty: 3512.767578
	Iteration 61Q: 3 clusters Score -5301472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5301473.500000 Penalty: 3512.767578
	Iteration 62Q: 3 clusters Score -5301474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5301472.000000 Penalty: 3512.767578
	Iteration 63Q: 3 clusters Score -5301472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5301474.500000 Penalty: 3512.767578
	Iteration 64Q: 3 clusters Score -5301474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5301474.500000 Penalty: 3512.767578
	Iteration 65F: 3 clusters Score -5301474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Entering Unmasked Estep 
Score: -4894322.000000 Penalty: 1744.091187
	Iteration 0F: 2 clusters Score -4894322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4863504.500000 Penalty: 3488.182373
	Iteration 0F: 3 clusters Score -4863504 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4875564.000000 Penalty: 3488.182373
	Iteration 1F: 3 clusters Score -4875564 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4875912.000000 Penalty: 3488.182373
	Iteration 2Q: 3 clusters Score -4875912 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4876271.000000 Penalty: 3488.182373
	Iteration 3Q: 3 clusters Score -4876271 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4876627.000000 Penalty: 3488.182373
	Iteration 4Q: 3 clusters Score -4876627 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4876993.000000 Penalty: 3488.182373
	Iteration 5Q: 3 clusters Score -4876993 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4877375.500000 Penalty: 3488.182373
	Iteration 6Q: 3 clusters Score -4877376 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -4877806.000000 Penalty: 3488.182373
	Iteration 7Q: 3 clusters Score -4877806 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4878370.000000 Penalty: 3488.182373
	Iteration 8Q: 3 clusters Score -4878370 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4879109.000000 Penalty: 3488.182373
	Iteration 9Q: 3 clusters Score -4879109 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4880185.000000 Penalty: 3488.182373
	Iteration 10Q: 3 clusters Score -4880185 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4881667.500000 Penalty: 3488.182373
	Iteration 11F: 3 clusters Score -4881668 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4883355.500000 Penalty: 3488.182373
	Iteration 12F: 3 clusters Score -4883356 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4884995.000000 Penalty: 3488.182373
	Iteration 13F: 3 clusters Score -4884995 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4886036.500000 Penalty: 3488.182373
	Iteration 14Q: 3 clusters Score -4886036 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4886600.000000 Penalty: 3488.182373
	Iteration 15Q: 3 clusters Score -4886600 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4886924.000000 Penalty: 3488.182373
	Iteration 16Q: 3 clusters Score -4886924 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4887145.000000 Penalty: 3488.182373
	Iteration 17Q: 3 clusters Score -4887145 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4887345.500000 Penalty: 3488.182373
	Iteration 18Q: 3 clusters Score -4887346 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4887544.500000 Penalty: 3488.182373
	Iteration 19Q: 3 clusters Score -4887544 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4887745.000000 Penalty: 3488.182373
	Iteration 20F: 3 clusters Score -4887745 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4887911.500000 Penalty: 3488.182373
	Iteration 21Q: 3 clusters Score -4887912 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4888088.000000 Penalty: 3488.182373
	Iteration 22Q: 3 clusters Score -4888088 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4888237.500000 Penalty: 3488.182373
	Iteration 23Q: 3 clusters Score -4888238 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4888399.500000 Penalty: 3488.182373
	Iteration 24Q: 3 clusters Score -4888400 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4888525.000000 Penalty: 3488.182373
	Iteration 25Q: 3 clusters Score -4888525 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4888646.000000 Penalty: 3488.182373
	Iteration 26Q: 3 clusters Score -4888646 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4888730.500000 Penalty: 3488.182373
	Iteration 27Q: 3 clusters Score -4888730 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4888855.500000 Penalty: 3488.182373
	Iteration 28Q: 3 clusters Score -4888856 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4888964.000000 Penalty: 3488.182373
	Iteration 29Q: 3 clusters Score -4888964 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4889079.000000 Penalty: 3488.182373
	Iteration 30Q: 3 clusters Score -4889079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4889199.000000 Penalty: 3488.182373
	Iteration 31Q: 3 clusters Score -4889199 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4889319.500000 Penalty: 3488.182373
	Iteration 32Q: 3 clusters Score -4889320 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4889456.500000 Penalty: 3488.182373
	Iteration 33Q: 3 clusters Score -4889456 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4889630.000000 Penalty: 3488.182373
	Iteration 34Q: 3 clusters Score -4889630 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4889782.000000 Penalty: 3488.182373
	Iteration 35Q: 3 clusters Score -4889782 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4889879.500000 Penalty: 3488.182373
	Iteration 36Q: 3 clusters Score -4889880 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -4889994.500000 Penalty: 3488.182373
	Iteration 37Q: 3 clusters Score -4889994 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4890083.500000 Penalty: 3488.182373
	Iteration 38Q: 3 clusters Score -4890084 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4890207.000000 Penalty: 3488.182373
	Iteration 39Q: 3 clusters Score -4890207 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4890328.500000 Penalty: 3488.182373
	Iteration 40F: 3 clusters Score -4890328 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -4890468.000000 Penalty: 3488.182373
	Iteration 41Q: 3 clusters Score -4890468 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4890644.500000 Penalty: 3488.182373
	Iteration 42Q: 3 clusters Score -4890644 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -4890768.500000 Penalty: 3488.182373
	Iteration 43Q: 3 clusters Score -4890768 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4890953.500000 Penalty: 3488.182373
	Iteration 44Q: 3 clusters Score -4890954 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4891163.000000 Penalty: 3488.182373
	Iteration 45Q: 3 clusters Score -4891163 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -4891389.000000 Penalty: 3488.182373
	Iteration 46Q: 3 clusters Score -4891389 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -4891651.500000 Penalty: 3488.182373
	Iteration 47Q: 3 clusters Score -4891652 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4891856.000000 Penalty: 3488.182373
	Iteration 48Q: 3 clusters Score -4891856 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4892046.500000 Penalty: 3488.182373
	Iteration 49Q: 3 clusters Score -4892046 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -4892198.500000 Penalty: 3488.182373
	Iteration 50Q: 3 clusters Score -4892198 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -4892322.500000 Penalty: 3488.182373
	Iteration 51Q: 3 clusters Score -4892322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4892424.500000 Penalty: 3488.182373
	Iteration 52Q: 3 clusters Score -4892424 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4892515.500000 Penalty: 3488.182373
	Iteration 53Q: 3 clusters Score -4892516 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -4892594.500000 Penalty: 3488.182373
	Iteration 54Q: 3 clusters Score -4892594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -4892675.000000 Penalty: 3488.182373
	Iteration 55Q: 3 clusters Score -4892675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -4892722.000000 Penalty: 3488.182373
	Iteration 56Q: 3 clusters Score -4892722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -4892761.000000 Penalty: 3488.182373
	Iteration 57Q: 3 clusters Score -4892761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -4892795.000000 Penalty: 3488.182373
	Iteration 58Q: 3 clusters Score -4892795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -4892818.500000 Penalty: 3488.182373
	Iteration 59Q: 3 clusters Score -4892818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -4892841.000000 Penalty: 3488.182373
	Iteration 60F: 3 clusters Score -4892841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -4892859.500000 Penalty: 3488.182373
	Iteration 61Q: 3 clusters Score -4892860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -4892866.500000 Penalty: 3488.182373
	Iteration 62Q: 3 clusters Score -4892866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -4892877.000000 Penalty: 3488.182373
	Iteration 63Q: 3 clusters Score -4892877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -4892885.500000 Penalty: 3488.182373
	Iteration 64Q: 3 clusters Score -4892886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -4892885.000000 Penalty: 3488.182373
	Iteration 65Q: 3 clusters Score -4892885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -4892890.000000 Penalty: 3488.182373
	Iteration 66Q: 3 clusters Score -4892890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -4892895.000000 Penalty: 3488.182373
	Iteration 67Q: 3 clusters Score -4892895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -4892898.500000 Penalty: 3488.182373
	Iteration 68Q: 3 clusters Score -4892898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -4892902.000000 Penalty: 3488.182373
	Iteration 69Q: 3 clusters Score -4892902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -4892909.500000 Penalty: 3488.182373
	Iteration 70Q: 3 clusters Score -4892910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4892916.500000 Penalty: 3488.182373
	Iteration 71Q: 3 clusters Score -4892916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -4892912.000000 Penalty: 3488.182373
	Iteration 72Q: 3 clusters Score -4892912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -4892916.000000 Penalty: 3488.182373
	Iteration 73Q: 3 clusters Score -4892916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -4892915.000000 Penalty: 3488.182373
	Iteration 74Q: 3 clusters Score -4892915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -4892916.000000 Penalty: 3488.182373
	Iteration 75Q: 3 clusters Score -4892916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -4892918.000000 Penalty: 3488.182373
	Iteration 76Q: 3 clusters Score -4892918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -4892913.500000 Penalty: 3488.182373
	Iteration 77Q: 3 clusters Score -4892914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -4892916.000000 Penalty: 3488.182373
	Iteration 78Q: 3 clusters Score -4892916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -4892916.000000 Penalty: 3488.182373
	Iteration 79F: 3 clusters Score -4892916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Entering Unmasked Estep 
Score: -2403727.500000 Penalty: 1628.181763
	Iteration 0F: 2 clusters Score -2403728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2388378.250000 Penalty: 3256.363525
	Iteration 0F: 3 clusters Score -2388378 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2393912.000000 Penalty: 3256.363525
	Iteration 1F: 3 clusters Score -2393912 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2394514.500000 Penalty: 3256.363525
	Iteration 2F: 3 clusters Score -2394514 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2395393.250000 Penalty: 3256.363525
	Iteration 3F: 3 clusters Score -2395393 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2396721.500000 Penalty: 3256.363525
	Iteration 4F: 3 clusters Score -2396722 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2398564.000000 Penalty: 3256.363525
	Iteration 5F: 3 clusters Score -2398564 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2400259.250000 Penalty: 3256.363525
	Iteration 6F: 3 clusters Score -2400259 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2401346.000000 Penalty: 3256.363525
	Iteration 7Q: 3 clusters Score -2401346 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2401837.250000 Penalty: 3256.363525
	Iteration 8Q: 3 clusters Score -2401837 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2402080.750000 Penalty: 3256.363525
	Iteration 9Q: 3 clusters Score -2402081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2402178.750000 Penalty: 3256.363525
	Iteration 10Q: 3 clusters Score -2402179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2402232.500000 Penalty: 3256.363525
	Iteration 11Q: 3 clusters Score -2402232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2402275.500000 Penalty: 3256.363525
	Iteration 12Q: 3 clusters Score -2402276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2402297.750000 Penalty: 3256.363525
	Iteration 13Q: 3 clusters Score -2402298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2402302.000000 Penalty: 3256.363525
	Iteration 14Q: 3 clusters Score -2402302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2402307.750000 Penalty: 3256.363525
	Iteration 15Q: 3 clusters Score -2402308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2402312.250000 Penalty: 3256.363525
	Iteration 16Q: 3 clusters Score -2402312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2402315.000000 Penalty: 3256.363525
	Iteration 17Q: 3 clusters Score -2402315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2402315.250000 Penalty: 3256.363525
	Iteration 18Q: 3 clusters Score -2402315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2402319.250000 Penalty: 3256.363525
	Iteration 19Q: 3 clusters Score -2402319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2402326.000000 Penalty: 3256.363525
	Iteration 20F: 3 clusters Score -2402326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2402330.500000 Penalty: 3256.363525
	Iteration 21Q: 3 clusters Score -2402330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2402336.250000 Penalty: 3256.363525
	Iteration 22Q: 3 clusters Score -2402336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2402337.250000 Penalty: 3256.363525
	Iteration 23Q: 3 clusters Score -2402337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2402340.250000 Penalty: 3256.363525
	Iteration 24Q: 3 clusters Score -2402340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2402342.500000 Penalty: 3256.363525
	Iteration 25Q: 3 clusters Score -2402342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2402345.000000 Penalty: 3256.363525
	Iteration 26Q: 3 clusters Score -2402345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2402345.000000 Penalty: 3256.363525
	Iteration 27F: 3 clusters Score -2402345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Entering Unmasked Estep 
Score: -4960507.500000 Penalty: 1747.052612
	Iteration 0F: 2 clusters Score -4960508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4929212.500000 Penalty: 3494.105225
	Iteration 0F: 3 clusters Score -4929212 nChanged 21879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4941740.500000 Penalty: 3494.105225
	Iteration 1F: 3 clusters Score -4941740 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4942509.000000 Penalty: 3494.105225
	Iteration 2Q: 3 clusters Score -4942509 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4943527.000000 Penalty: 3494.105225
	Iteration 3Q: 3 clusters Score -4943527 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4944906.500000 Penalty: 3494.105225
	Iteration 4F: 3 clusters Score -4944906 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -4946739.500000 Penalty: 3494.105225
	Iteration 5F: 3 clusters Score -4946740 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4948727.000000 Penalty: 3494.105225
	Iteration 6F: 3 clusters Score -4948727 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4950742.500000 Penalty: 3494.105225
	Iteration 7F: 3 clusters Score -4950742 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4952431.500000 Penalty: 3494.105225
	Iteration 8F: 3 clusters Score -4952432 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4953653.000000 Penalty: 3494.105225
	Iteration 9Q: 3 clusters Score -4953653 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4954449.500000 Penalty: 3494.105225
	Iteration 10Q: 3 clusters Score -4954450 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4954972.500000 Penalty: 3494.105225
	Iteration 11Q: 3 clusters Score -4954972 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4955320.000000 Penalty: 3494.105225
	Iteration 12Q: 3 clusters Score -4955320 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -4955563.000000 Penalty: 3494.105225
	Iteration 13Q: 3 clusters Score -4955563 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4955801.500000 Penalty: 3494.105225
	Iteration 14Q: 3 clusters Score -4955802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4956001.000000 Penalty: 3494.105225
	Iteration 15Q: 3 clusters Score -4956001 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4956241.500000 Penalty: 3494.105225
	Iteration 16Q: 3 clusters Score -4956242 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4956499.500000 Penalty: 3494.105225
	Iteration 17Q: 3 clusters Score -4956500 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -4956714.000000 Penalty: 3494.105225
	Iteration 18Q: 3 clusters Score -4956714 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -4956910.000000 Penalty: 3494.105225
	Iteration 19Q: 3 clusters Score -4956910 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4957121.500000 Penalty: 3494.105225
	Iteration 20F: 3 clusters Score -4957122 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4957337.000000 Penalty: 3494.105225
	Iteration 21Q: 3 clusters Score -4957337 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -4957528.500000 Penalty: 3494.105225
	Iteration 22Q: 3 clusters Score -4957528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -4957696.500000 Penalty: 3494.105225
	Iteration 23Q: 3 clusters Score -4957696 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -4957855.000000 Penalty: 3494.105225
	Iteration 24Q: 3 clusters Score -4957855 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4957975.000000 Penalty: 3494.105225
	Iteration 25Q: 3 clusters Score -4957975 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -4958076.500000 Penalty: 3494.105225
	Iteration 26Q: 3 clusters Score -4958076 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -4958185.500000 Penalty: 3494.105225
	Iteration 27Q: 3 clusters Score -4958186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -4958334.000000 Penalty: 3494.105225
	Iteration 28Q: 3 clusters Score -4958334 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -4958430.000000 Penalty: 3494.105225
	Iteration 29Q: 3 clusters Score -4958430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -4958522.500000 Penalty: 3494.105225
	Iteration 30Q: 3 clusters Score -4958522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -4958590.500000 Penalty: 3494.105225
	Iteration 31Q: 3 clusters Score -4958590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -4958673.000000 Penalty: 3494.105225
	Iteration 32Q: 3 clusters Score -4958673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -4958738.000000 Penalty: 3494.105225
	Iteration 33Q: 3 clusters Score -4958738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -4958786.000000 Penalty: 3494.105225
	Iteration 34Q: 3 clusters Score -4958786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -4958817.000000 Penalty: 3494.105225
	Iteration 35Q: 3 clusters Score -4958817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4958849.000000 Penalty: 3494.105225
	Iteration 36Q: 3 clusters Score -4958849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -4958864.500000 Penalty: 3494.105225
	Iteration 37Q: 3 clusters Score -4958864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -4958884.000000 Penalty: 3494.105225
	Iteration 38Q: 3 clusters Score -4958884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -4958888.500000 Penalty: 3494.105225
	Iteration 39Q: 3 clusters Score -4958888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -4958907.500000 Penalty: 3494.105225
	Iteration 40F: 3 clusters Score -4958908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -4958918.000000 Penalty: 3494.105225
	Iteration 41Q: 3 clusters Score -4958918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -4958921.000000 Penalty: 3494.105225
	Iteration 42Q: 3 clusters Score -4958921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -4958925.500000 Penalty: 3494.105225
	Iteration 43Q: 3 clusters Score -4958926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -4958929.500000 Penalty: 3494.105225
	Iteration 44Q: 3 clusters Score -4958930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -4958938.500000 Penalty: 3494.105225
	Iteration 45Q: 3 clusters Score -4958938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -4958941.500000 Penalty: 3494.105225
	Iteration 46Q: 3 clusters Score -4958942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -4958943.000000 Penalty: 3494.105225
	Iteration 47Q: 3 clusters Score -4958943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4958947.000000 Penalty: 3494.105225
	Iteration 48Q: 3 clusters Score -4958947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -4958950.500000 Penalty: 3494.105225
	Iteration 49Q: 3 clusters Score -4958950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -4958951.500000 Penalty: 3494.105225
	Iteration 50Q: 3 clusters Score -4958952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -4958955.500000 Penalty: 3494.105225
	Iteration 51Q: 3 clusters Score -4958956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -4958955.000000 Penalty: 3494.105225
	Iteration 52Q: 3 clusters Score -4958955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4958956.000000 Penalty: 3494.105225
	Iteration 53Q: 3 clusters Score -4958956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -4958954.500000 Penalty: 3494.105225
	Iteration 54Q: 3 clusters Score -4958954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -4958958.500000 Penalty: 3494.105225
	Iteration 55Q: 3 clusters Score -4958958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -4958963.000000 Penalty: 3494.105225
	Iteration 56Q: 3 clusters Score -4958963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -4958965.500000 Penalty: 3494.105225
	Iteration 57Q: 3 clusters Score -4958966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -4958969.000000 Penalty: 3494.105225
	Iteration 58Q: 3 clusters Score -4958969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -4958971.000000 Penalty: 3494.105225
	Iteration 59Q: 3 clusters Score -4958971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -4958971.000000 Penalty: 3494.105225
	Iteration 60F: 3 clusters Score -4958971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Entering Unmasked Estep 
Score: -6620095.500000 Penalty: 1792.909912
	Iteration 0F: 2 clusters Score -6620096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6578801.000000 Penalty: 3585.819824
	Iteration 0F: 3 clusters Score -6578801 nChanged 29282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6595334.000000 Penalty: 3585.819824
	Iteration 1F: 3 clusters Score -6595334 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6596089.500000 Penalty: 3585.819824
	Iteration 2Q: 3 clusters Score -6596090 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6597155.500000 Penalty: 3585.819824
	Iteration 3Q: 3 clusters Score -6597156 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6598646.000000 Penalty: 3585.819824
	Iteration 4Q: 3 clusters Score -6598646 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -6600498.500000 Penalty: 3585.819824
	Iteration 5F: 3 clusters Score -6600498 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6602854.500000 Penalty: 3585.819824
	Iteration 6F: 3 clusters Score -6602854 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -6605828.000000 Penalty: 3585.819824
	Iteration 7F: 3 clusters Score -6605828 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6609133.500000 Penalty: 3585.819824
	Iteration 8F: 3 clusters Score -6609134 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -6612442.000000 Penalty: 3585.819824
	Iteration 9F: 3 clusters Score -6612442 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -6615156.000000 Penalty: 3585.819824
	Iteration 10F: 3 clusters Score -6615156 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -6616946.000000 Penalty: 3585.819824
	Iteration 11Q: 3 clusters Score -6616946 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -6617845.500000 Penalty: 3585.819824
	Iteration 12Q: 3 clusters Score -6617846 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -6618222.000000 Penalty: 3585.819824
	Iteration 13Q: 3 clusters Score -6618222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -6618359.500000 Penalty: 3585.819824
	Iteration 14Q: 3 clusters Score -6618360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -6618422.500000 Penalty: 3585.819824
	Iteration 15Q: 3 clusters Score -6618422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -6618469.500000 Penalty: 3585.819824
	Iteration 16Q: 3 clusters Score -6618470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -6618505.500000 Penalty: 3585.819824
	Iteration 17Q: 3 clusters Score -6618506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -6618530.500000 Penalty: 3585.819824
	Iteration 18Q: 3 clusters Score -6618530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -6618544.500000 Penalty: 3585.819824
	Iteration 19Q: 3 clusters Score -6618544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -6618549.000000 Penalty: 3585.819824
	Iteration 20F: 3 clusters Score -6618549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -6618556.500000 Penalty: 3585.819824
	Iteration 21Q: 3 clusters Score -6618556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -6618557.500000 Penalty: 3585.819824
	Iteration 22Q: 3 clusters Score -6618558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -6618557.500000 Penalty: 3585.819824
	Iteration 23F: 3 clusters Score -6618558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -285043.718750 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -285043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -282453.000000 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -282453 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -283046.250000 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -283046.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -283164.812500 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -283164.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -283239.875000 Penalty: 2572.369385
	Iteration 3Q: 3 clusters Score -283239.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -283288.843750 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -283288.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -283339.343750 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -283339.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -283385.468750 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -283385.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -283427.531250 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -283427.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -283459.437500 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -283459.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -283481.218750 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -283481.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -283504.937500 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -283504.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -283534.156250 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -283534.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -283568.000000 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -283568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283602.000000 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -283602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -283633.968750 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -283634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -283661.437500 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -283661.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -283686.718750 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -283686.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -283702.937500 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -283702.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -283724.437500 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -283724.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -283752.125000 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -283752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -283767.187500 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -283767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -283782.968750 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -283783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -283802.062500 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -283802.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -283818.218750 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -283818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -283833.906250 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -283833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -283845.531250 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -283845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -283852.562500 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -283852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -283857.375000 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -283857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -283861.718750 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -283861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -283865.531250 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -283865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -283866.375000 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -283866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -283866.375000 Penalty: 2572.369385
	Iteration 31F: 3 clusters Score -283866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 204566 members 
Mstep: Class 5 contains 19114 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 92562 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 28897 members 
Mstep: Class 12 contains 33873 members 
Mstep: Class 13 contains 38313 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 45838 members 
Mstep: Class 17 contains 22462 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 61901 members 
Mstep: Class 20 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216776.000000 Penalty: 41459.531250
Iteration 279Q: 20 clusters Score -7.021678e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 4 contains 204712 members 
Mstep: Class 5 contains 19115 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 92398 members 
Mstep: Class 10 contains 7577 members 
Mstep: Class 11 contains 28892 members 
Mstep: Class 12 contains 33860 members 
Mstep: Class 13 contains 38312 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49438 members 
Mstep: Class 16 contains 45865 members 
Mstep: Class 17 contains 22479 members 
Mstep: Class 18 contains 46677 members 
Mstep: Class 19 contains 61899 members 
Mstep: Class 20 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216896.000000 Penalty: 41459.531250
Iteration 280F: 20 clusters Score -7.02169e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 204864 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 92230 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 33860 members 
Mstep: Class 13 contains 38309 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49434 members 
Mstep: Class 16 contains 45890 members 
Mstep: Class 17 contains 22495 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 61887 members 
Mstep: Class 20 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216824.000000 Penalty: 41459.531250
Iteration 281Q: 20 clusters Score -7.021682e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 205000 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 92069 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 28890 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 38305 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 45915 members 
Mstep: Class 17 contains 22515 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 61875 members 
Mstep: Class 20 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216992.000000 Penalty: 41459.531250
Iteration 282Q: 20 clusters Score -7.021699e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 205133 members 
Mstep: Class 5 contains 19112 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91930 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 28886 members 
Mstep: Class 12 contains 33857 members 
Mstep: Class 13 contains 38303 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 45929 members 
Mstep: Class 17 contains 22536 members 
Mstep: Class 18 contains 46669 members 
Mstep: Class 19 contains 61858 members 
Mstep: Class 20 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 20 clusters Score -7.021703e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 205248 members 
Mstep: Class 5 contains 19122 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91791 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 33858 members 
Mstep: Class 13 contains 38295 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 16 contains 45948 members 
Mstep: Class 17 contains 22561 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 61836 members 
Mstep: Class 20 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 284Q: 20 clusters Score -7.021703e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 205359 members 
Mstep: Class 5 contains 19131 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91647 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28875 members 
Mstep: Class 12 contains 33862 members 
Mstep: Class 13 contains 38291 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49418 members 
Mstep: Class 16 contains 45971 members 
Mstep: Class 17 contains 22578 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 61830 members 
Mstep: Class 20 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 20 clusters Score -7.021706e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 4 contains 205461 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91515 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 33864 members 
Mstep: Class 13 contains 38290 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49416 members 
Mstep: Class 16 contains 45977 members 
Mstep: Class 17 contains 22595 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 61828 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 286Q: 20 clusters Score -7.021706e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 205551 members 
Mstep: Class 5 contains 19148 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91398 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28873 members 
Mstep: Class 12 contains 33870 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49417 members 
Mstep: Class 16 contains 45983 members 
Mstep: Class 17 contains 22611 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 61834 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 20 clusters Score -7.021702e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 205611 members 
Mstep: Class 5 contains 19150 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91294 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28868 members 
Mstep: Class 12 contains 33876 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49419 members 
Mstep: Class 16 contains 46008 members 
Mstep: Class 17 contains 22623 members 
Mstep: Class 18 contains 46668 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217040.000000 Penalty: 41459.531250
Iteration 288Q: 20 clusters Score -7.021704e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 205680 members 
Mstep: Class 5 contains 19153 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91186 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28870 members 
Mstep: Class 12 contains 33876 members 
Mstep: Class 13 contains 38291 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49419 members 
Mstep: Class 16 contains 46042 members 
Mstep: Class 17 contains 22628 members 
Mstep: Class 18 contains 46670 members 
Mstep: Class 19 contains 61831 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 20 clusters Score -7.021702e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 205728 members 
Mstep: Class 5 contains 19158 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91099 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 28869 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 13 contains 38291 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 16 contains 46073 members 
Mstep: Class 17 contains 22639 members 
Mstep: Class 18 contains 46674 members 
Mstep: Class 19 contains 61828 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 290Q: 20 clusters Score -7.02171e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 4 contains 205785 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 91016 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 28869 members 
Mstep: Class 12 contains 33888 members 
Mstep: Class 13 contains 38292 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 16 contains 46091 members 
Mstep: Class 17 contains 22650 members 
Mstep: Class 18 contains 46669 members 
Mstep: Class 19 contains 61828 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 20 clusters Score -7.021712e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 205834 members 
Mstep: Class 5 contains 19154 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90937 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 28868 members 
Mstep: Class 12 contains 33897 members 
Mstep: Class 13 contains 38294 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 46100 members 
Mstep: Class 17 contains 22657 members 
Mstep: Class 18 contains 46666 members 
Mstep: Class 19 contains 61835 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 292Q: 20 clusters Score -7.021704e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 205903 members 
Mstep: Class 5 contains 19147 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90867 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 11 contains 28869 members 
Mstep: Class 12 contains 33906 members 
Mstep: Class 13 contains 38289 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 46103 members 
Mstep: Class 17 contains 22659 members 
Mstep: Class 18 contains 46665 members 
Mstep: Class 19 contains 61841 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 293Q: 20 clusters Score -7.021698e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 205950 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90805 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 28875 members 
Mstep: Class 12 contains 33920 members 
Mstep: Class 13 contains 38286 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 46108 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 61845 members 
Mstep: Class 20 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 294Q: 20 clusters Score -7.021706e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 205988 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90762 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28875 members 
Mstep: Class 12 contains 33931 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 49426 members 
Mstep: Class 16 contains 46115 members 
Mstep: Class 17 contains 22674 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 20 clusters Score -7.0217e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 4 contains 206043 members 
Mstep: Class 5 contains 19138 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90677 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 33943 members 
Mstep: Class 13 contains 38287 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 46122 members 
Mstep: Class 17 contains 22682 members 
Mstep: Class 18 contains 46660 members 
Mstep: Class 19 contains 61844 members 
Mstep: Class 20 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 20 clusters Score -7.021694e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 14604 members 
Mstep: Class 4 contains 206097 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90597 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 33949 members 
Mstep: Class 13 contains 38280 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 49422 members 
Mstep: Class 16 contains 46140 members 
Mstep: Class 17 contains 22688 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 61851 members 
Mstep: Class 20 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 20 clusters Score -7.021698e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 14601 members 
Mstep: Class 4 contains 206132 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90531 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28885 members 
Mstep: Class 12 contains 33950 members 
Mstep: Class 13 contains 38269 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 46155 members 
Mstep: Class 17 contains 22702 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 61858 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 298Q: 20 clusters Score -7.021693e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 206159 members 
Mstep: Class 5 contains 19140 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90466 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28891 members 
Mstep: Class 12 contains 33956 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 46172 members 
Mstep: Class 17 contains 22718 members 
Mstep: Class 18 contains 46655 members 
Mstep: Class 19 contains 61865 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 20 clusters Score -7.02169e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 206188 members 
Mstep: Class 5 contains 19144 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90416 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28892 members 
Mstep: Class 12 contains 33959 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46184 members 
Mstep: Class 17 contains 22726 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 61875 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 300F: 20 clusters Score -7.021688e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 206200 members 
Mstep: Class 5 contains 19145 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90369 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28902 members 
Mstep: Class 12 contains 33967 members 
Mstep: Class 13 contains 38245 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46195 members 
Mstep: Class 17 contains 22731 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 61885 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 20 clusters Score -7.021683e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14555 members 
Mstep: Class 4 contains 206201 members 
Mstep: Class 5 contains 19147 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90350 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28902 members 
Mstep: Class 12 contains 33971 members 
Mstep: Class 13 contains 38244 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46201 members 
Mstep: Class 17 contains 22736 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 61901 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 20 clusters Score -7.021689e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 4 contains 206213 members 
Mstep: Class 5 contains 19154 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28905 members 
Mstep: Class 12 contains 33978 members 
Mstep: Class 13 contains 38236 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46212 members 
Mstep: Class 17 contains 22741 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 61909 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 20 clusters Score -7.021692e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14528 members 
Mstep: Class 4 contains 206222 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90294 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28910 members 
Mstep: Class 12 contains 33977 members 
Mstep: Class 13 contains 38233 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46224 members 
Mstep: Class 17 contains 22746 members 
Mstep: Class 18 contains 46658 members 
Mstep: Class 19 contains 61912 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 20 clusters Score -7.021689e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 206225 members 
Mstep: Class 5 contains 19165 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90264 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28917 members 
Mstep: Class 12 contains 33982 members 
Mstep: Class 13 contains 38229 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46235 members 
Mstep: Class 17 contains 22749 members 
Mstep: Class 18 contains 46657 members 
Mstep: Class 19 contains 61917 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 20 clusters Score -7.021683e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14516 members 
Mstep: Class 4 contains 206233 members 
Mstep: Class 5 contains 19167 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90239 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28923 members 
Mstep: Class 12 contains 33983 members 
Mstep: Class 13 contains 38230 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46242 members 
Mstep: Class 17 contains 22754 members 
Mstep: Class 18 contains 46654 members 
Mstep: Class 19 contains 61922 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 20 clusters Score -7.021687e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14511 members 
Mstep: Class 4 contains 206234 members 
Mstep: Class 5 contains 19170 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90219 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28928 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 38228 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46252 members 
Mstep: Class 17 contains 22758 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 61927 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 307Q: 20 clusters Score -7.021692e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 4 contains 206230 members 
Mstep: Class 5 contains 19173 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90195 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28937 members 
Mstep: Class 12 contains 33988 members 
Mstep: Class 13 contains 38225 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46261 members 
Mstep: Class 17 contains 22760 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 61935 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
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Iteration 308Q: 20 clusters Score -7.02169e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 206220 members 
Mstep: Class 5 contains 19179 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90180 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28946 members 
Mstep: Class 12 contains 33993 members 
Mstep: Class 13 contains 38222 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46269 members 
Mstep: Class 17 contains 22765 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 61944 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
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Iteration 309Q: 20 clusters Score -7.021683e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 206222 members 
Mstep: Class 5 contains 19182 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90152 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28950 members 
Mstep: Class 12 contains 33997 members 
Mstep: Class 13 contains 38220 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 49426 members 
Mstep: Class 16 contains 46279 members 
Mstep: Class 17 contains 22766 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 61957 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
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Iteration 310Q: 20 clusters Score -7.02169e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 4 contains 206221 members 
Mstep: Class 5 contains 19185 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90118 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28955 members 
Mstep: Class 12 contains 34003 members 
Mstep: Class 13 contains 38218 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 46287 members 
Mstep: Class 17 contains 22769 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 61964 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216880.000000 Penalty: 41459.531250
Iteration 311Q: 20 clusters Score -7.021688e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 4 contains 206219 members 
Mstep: Class 5 contains 19190 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90088 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 28957 members 
Mstep: Class 12 contains 34014 members 
Mstep: Class 13 contains 38219 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 46295 members 
Mstep: Class 17 contains 22773 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 61970 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216952.000000 Penalty: 41459.531250
Iteration 312Q: 20 clusters Score -7.021695e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 206224 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90064 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 28957 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 38217 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49425 members 
Mstep: Class 16 contains 46303 members 
Mstep: Class 17 contains 22777 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 61969 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216984.000000 Penalty: 41459.531250
Iteration 313Q: 20 clusters Score -7.021698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 206223 members 
Mstep: Class 5 contains 19196 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90045 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28959 members 
Mstep: Class 12 contains 34027 members 
Mstep: Class 13 contains 38217 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49424 members 
Mstep: Class 16 contains 46308 members 
Mstep: Class 17 contains 22780 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 61972 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216992.000000 Penalty: 41459.531250
Iteration 314Q: 20 clusters Score -7.021699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 206223 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90023 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 34032 members 
Mstep: Class 13 contains 38218 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49424 members 
Mstep: Class 16 contains 46313 members 
Mstep: Class 17 contains 22782 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 61975 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216992.000000 Penalty: 41459.531250
Iteration 315Q: 20 clusters Score -7.021699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 206223 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 90000 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28966 members 
Mstep: Class 12 contains 34034 members 
Mstep: Class 13 contains 38219 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49424 members 
Mstep: Class 16 contains 46320 members 
Mstep: Class 17 contains 22786 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 61978 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216936.000000 Penalty: 41459.531250
Iteration 316Q: 20 clusters Score -7.021694e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 206234 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89975 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28971 members 
Mstep: Class 12 contains 34036 members 
Mstep: Class 13 contains 38217 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49426 members 
Mstep: Class 16 contains 46324 members 
Mstep: Class 17 contains 22791 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 61980 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 317Q: 20 clusters Score -7.021698e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14492 members 
Mstep: Class 4 contains 206245 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89943 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28974 members 
Mstep: Class 12 contains 34039 members 
Mstep: Class 13 contains 38212 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49427 members 
Mstep: Class 16 contains 46333 members 
Mstep: Class 17 contains 22796 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 61986 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216944.000000 Penalty: 41459.531250
Iteration 318Q: 20 clusters Score -7.021694e+07 nChanged 84
Entering ConstructFrom: 
Score: -70216944.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -223367.625000 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -223367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -221147.812500 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -221147.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -222164.406250 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -222164.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222666.359375 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -222666.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -222979.703125 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -222979.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223115.781250 Penalty: 2521.874512
	Iteration 4F: 3 clusters Score -223115.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223195.625000 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -223195.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -223229.328125 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -223229.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -223239.921875 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -223239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -223244.593750 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -223244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223246.750000 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -223246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -223247.953125 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -223248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -223249.968750 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -223250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -223249.968750 Penalty: 2521.874512
	Iteration 12F: 3 clusters Score -223250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -410291.906250 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -410291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406960.437500 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -406960.4 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -408373.906250 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -408373.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -409058.843750 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -409058.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -409580.218750 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -409580.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -409857.656250 Penalty: 2707.921875
	Iteration 4F: 3 clusters Score -409857.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -409984.156250 Penalty: 2707.921875
	Iteration 5Q: 3 clusters Score -409984.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -410028.343750 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -410028.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -410050.312500 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -410050.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -410057.218750 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -410057.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -410064.656250 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -410064.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -410070.218750 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -410070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -410073.312500 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -410073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -410074.593750 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -410074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -410076.218750 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -410076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -410076.531250 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -410076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -410076.968750 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -410077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410077.781250 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -410077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410077.781250 Penalty: 2707.921875
	Iteration 17F: 3 clusters Score -410077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Entering Unmasked Estep 
Score: -1546476.625000 Penalty: 1556.958374
	Iteration 0F: 2 clusters Score -1546477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1536320.750000 Penalty: 3113.916748
	Iteration 0F: 3 clusters Score -1536321 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1540006.625000 Penalty: 3113.916748
	Iteration 1F: 3 clusters Score -1540007 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1540600.500000 Penalty: 3113.916748
	Iteration 2F: 3 clusters Score -1540600 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1541317.500000 Penalty: 3113.916748
	Iteration 3F: 3 clusters Score -1541318 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1542153.125000 Penalty: 3113.916748
	Iteration 4F: 3 clusters Score -1542153 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1543111.750000 Penalty: 3113.916748
	Iteration 5F: 3 clusters Score -1543112 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1543979.750000 Penalty: 3113.916748
	Iteration 6F: 3 clusters Score -1543980 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1544585.250000 Penalty: 3113.916748
	Iteration 7F: 3 clusters Score -1544585 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1544936.750000 Penalty: 3113.916748
	Iteration 8Q: 3 clusters Score -1544937 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1545112.625000 Penalty: 3113.916748
	Iteration 9Q: 3 clusters Score -1545113 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1545228.625000 Penalty: 3113.916748
	Iteration 10Q: 3 clusters Score -1545229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1545312.625000 Penalty: 3113.916748
	Iteration 11Q: 3 clusters Score -1545313 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1545368.750000 Penalty: 3113.916748
	Iteration 12Q: 3 clusters Score -1545369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1545414.625000 Penalty: 3113.916748
	Iteration 13Q: 3 clusters Score -1545415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1545448.250000 Penalty: 3113.916748
	Iteration 14Q: 3 clusters Score -1545448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1545474.625000 Penalty: 3113.916748
	Iteration 15Q: 3 clusters Score -1545475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1545492.250000 Penalty: 3113.916748
	Iteration 16Q: 3 clusters Score -1545492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1545504.000000 Penalty: 3113.916748
	Iteration 17Q: 3 clusters Score -1545504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1545507.125000 Penalty: 3113.916748
	Iteration 18Q: 3 clusters Score -1545507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1545513.000000 Penalty: 3113.916748
	Iteration 19Q: 3 clusters Score -1545513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1545516.375000 Penalty: 3113.916748
	Iteration 20F: 3 clusters Score -1545516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1545518.375000 Penalty: 3113.916748
	Iteration 21Q: 3 clusters Score -1545518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1545517.000000 Penalty: 3113.916748
	Iteration 22Q: 3 clusters Score -1545517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1545519.750000 Penalty: 3113.916748
	Iteration 23Q: 3 clusters Score -1545520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1545522.625000 Penalty: 3113.916748
	Iteration 24Q: 3 clusters Score -1545523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1545525.625000 Penalty: 3113.916748
	Iteration 25Q: 3 clusters Score -1545526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1545525.125000 Penalty: 3113.916748
	Iteration 26Q: 3 clusters Score -1545525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1545525.500000 Penalty: 3113.916748
	Iteration 27Q: 3 clusters Score -1545526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1545528.500000 Penalty: 3113.916748
	Iteration 28Q: 3 clusters Score -1545528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1545530.125000 Penalty: 3113.916748
	Iteration 29Q: 3 clusters Score -1545530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1545530.250000 Penalty: 3113.916748
	Iteration 30Q: 3 clusters Score -1545530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1545531.250000 Penalty: 3113.916748
	Iteration 31Q: 3 clusters Score -1545531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1545533.125000 Penalty: 3113.916748
	Iteration 32Q: 3 clusters Score -1545533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1545537.250000 Penalty: 3113.916748
	Iteration 33Q: 3 clusters Score -1545537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1545532.250000 Penalty: 3113.916748
	Iteration 34Q: 3 clusters Score -1545532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1545533.875000 Penalty: 3113.916748
	Iteration 35Q: 3 clusters Score -1545534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1545535.500000 Penalty: 3113.916748
	Iteration 36Q: 3 clusters Score -1545536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1545540.250000 Penalty: 3113.916748
	Iteration 37Q: 3 clusters Score -1545540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1545541.625000 Penalty: 3113.916748
	Iteration 38Q: 3 clusters Score -1545542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1545539.750000 Penalty: 3113.916748
	Iteration 39Q: 3 clusters Score -1545540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1545543.750000 Penalty: 3113.916748
	Iteration 40F: 3 clusters Score -1545544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1545546.750000 Penalty: 3113.916748
	Iteration 41Q: 3 clusters Score -1545547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1545552.875000 Penalty: 3113.916748
	Iteration 42Q: 3 clusters Score -1545553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1545557.125000 Penalty: 3113.916748
	Iteration 43Q: 3 clusters Score -1545557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1545554.625000 Penalty: 3113.916748
	Iteration 44Q: 3 clusters Score -1545555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1545555.250000 Penalty: 3113.916748
	Iteration 45Q: 3 clusters Score -1545555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1545556.000000 Penalty: 3113.916748
	Iteration 46Q: 3 clusters Score -1545556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1545557.375000 Penalty: 3113.916748
	Iteration 47Q: 3 clusters Score -1545557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1545555.125000 Penalty: 3113.916748
	Iteration 48Q: 3 clusters Score -1545555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1545556.125000 Penalty: 3113.916748
	Iteration 49Q: 3 clusters Score -1545556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1545558.750000 Penalty: 3113.916748
	Iteration 50Q: 3 clusters Score -1545559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1545556.500000 Penalty: 3113.916748
	Iteration 51Q: 3 clusters Score -1545556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1545557.125000 Penalty: 3113.916748
	Iteration 52Q: 3 clusters Score -1545557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1545560.625000 Penalty: 3113.916748
	Iteration 53Q: 3 clusters Score -1545561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1545559.000000 Penalty: 3113.916748
	Iteration 54Q: 3 clusters Score -1545559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1545563.375000 Penalty: 3113.916748
	Iteration 55Q: 3 clusters Score -1545563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1545562.375000 Penalty: 3113.916748
	Iteration 56Q: 3 clusters Score -1545562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1545562.875000 Penalty: 3113.916748
	Iteration 57Q: 3 clusters Score -1545563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1545560.375000 Penalty: 3113.916748
	Iteration 58Q: 3 clusters Score -1545560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1545562.250000 Penalty: 3113.916748
	Iteration 59Q: 3 clusters Score -1545562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1545559.875000 Penalty: 3113.916748
	Iteration 60F: 3 clusters Score -1545560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1545558.500000 Penalty: 3113.916748
	Iteration 61Q: 3 clusters Score -1545558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1545558.500000 Penalty: 3113.916748
	Iteration 62F: 3 clusters Score -1545558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (206253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Entering Unmasked Estep 
Score: -21673720.000000 Penalty: 1988.489502
	Iteration 0F: 2 clusters Score -2.167372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -21537808.000000 Penalty: 3976.979004
	Iteration 0F: 3 clusters Score -2.153781e+07 nChanged 100012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -21597332.000000 Penalty: 3976.979004
	Iteration 1F: 3 clusters Score -2.159733e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97587 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -21598302.000000 Penalty: 3976.979004
	Iteration 2Q: 3 clusters Score -2.15983e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -21599760.000000 Penalty: 3976.979004
	Iteration 3Q: 3 clusters Score -2.159976e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -21601886.000000 Penalty: 3976.979004
	Iteration 4Q: 3 clusters Score -2.160189e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 121721 members 
Entering Unmasked Estep 
Score: -21605682.000000 Penalty: 3976.979004
	Iteration 5Q: 3 clusters Score -2.160568e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -21611802.000000 Penalty: 3976.979004
	Iteration 6Q: 3 clusters Score -2.16118e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -21621284.000000 Penalty: 3976.979004
	Iteration 7F: 3 clusters Score -2.162128e+07 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -21633098.000000 Penalty: 3976.979004
	Iteration 8F: 3 clusters Score -2.16331e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -21644548.000000 Penalty: 3976.979004
	Iteration 9F: 3 clusters Score -2.164455e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 181123 members 
Entering Unmasked Estep 
Score: -21653958.000000 Penalty: 3976.979004
	Iteration 10F: 3 clusters Score -2.165396e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 189534 members 
Entering Unmasked Estep 
Score: -21660774.000000 Penalty: 3976.979004
	Iteration 11Q: 3 clusters Score -2.166077e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 195503 members 
Entering Unmasked Estep 
Score: -21665380.000000 Penalty: 3976.979004
	Iteration 12Q: 3 clusters Score -2.166538e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 199591 members 
Entering Unmasked Estep 
Score: -21668174.000000 Penalty: 3976.979004
	Iteration 13Q: 3 clusters Score -2.166817e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 202240 members 
Entering Unmasked Estep 
Score: -21669758.000000 Penalty: 3976.979004
	Iteration 14Q: 3 clusters Score -2.166976e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 203824 members 
Entering Unmasked Estep 
Score: -21670752.000000 Penalty: 3976.979004
	Iteration 15Q: 3 clusters Score -2.167075e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -21671260.000000 Penalty: 3976.979004
	Iteration 16Q: 3 clusters Score -2.167126e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 205186 members 
Entering Unmasked Estep 
Score: -21671524.000000 Penalty: 3976.979004
	Iteration 17Q: 3 clusters Score -2.167152e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -21671678.000000 Penalty: 3976.979004
	Iteration 18Q: 3 clusters Score -2.167168e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -21671784.000000 Penalty: 3976.979004
	Iteration 19Q: 3 clusters Score -2.167178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -21671884.000000 Penalty: 3976.979004
	Iteration 20F: 3 clusters Score -2.167188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
Score: -21671912.000000 Penalty: 3976.979004
	Iteration 21Q: 3 clusters Score -2.167191e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 205735 members 
Entering Unmasked Estep 
Score: -21671936.000000 Penalty: 3976.979004
	Iteration 22Q: 3 clusters Score -2.167194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -21671976.000000 Penalty: 3976.979004
	Iteration 23Q: 3 clusters Score -2.167198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 205766 members 
Entering Unmasked Estep 
Score: -21671962.000000 Penalty: 3976.979004
	Iteration 24Q: 3 clusters Score -2.167196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -21672004.000000 Penalty: 3976.979004
	Iteration 25Q: 3 clusters Score -2.1672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205783 members 
Entering Unmasked Estep 
Score: -21672006.000000 Penalty: 3976.979004
	Iteration 26Q: 3 clusters Score -2.167201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 205788 members 
Entering Unmasked Estep 
Score: -21672010.000000 Penalty: 3976.979004
	Iteration 27Q: 3 clusters Score -2.167201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 205791 members 
Entering Unmasked Estep 
Score: -21672012.000000 Penalty: 3976.979004
	Iteration 28Q: 3 clusters Score -2.167201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -21672006.000000 Penalty: 3976.979004
	Iteration 29Q: 3 clusters Score -2.167201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -21672014.000000 Penalty: 3976.979004
	Iteration 30Q: 3 clusters Score -2.167201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 205796 members 
Entering Unmasked Estep 
Score: -21672012.000000 Penalty: 3976.979004
	Iteration 31Q: 3 clusters Score -2.167201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205800 members 
Entering Unmasked Estep 
Score: -21672020.000000 Penalty: 3976.979004
	Iteration 32Q: 3 clusters Score -2.167202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 205805 members 
Entering Unmasked Estep 
Score: -21672014.000000 Penalty: 3976.979004
	Iteration 33Q: 3 clusters Score -2.167201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 205810 members 
Entering Unmasked Estep 
Score: -21672030.000000 Penalty: 3976.979004
	Iteration 34Q: 3 clusters Score -2.167203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 205811 members 
Entering Unmasked Estep 
Score: -21672026.000000 Penalty: 3976.979004
	Iteration 35Q: 3 clusters Score -2.167203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 205814 members 
Entering Unmasked Estep 
Score: -21672028.000000 Penalty: 3976.979004
	Iteration 36Q: 3 clusters Score -2.167203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 205817 members 
Entering Unmasked Estep 
Score: -21672024.000000 Penalty: 3976.979004
	Iteration 37Q: 3 clusters Score -2.167202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 205819 members 
Entering Unmasked Estep 
Score: -21672028.000000 Penalty: 3976.979004
	Iteration 38Q: 3 clusters Score -2.167203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 205820 members 
Entering Unmasked Estep 
Score: -21672028.000000 Penalty: 3976.979004
	Iteration 39Q: 3 clusters Score -2.167203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 205820 members 
Entering Unmasked Estep 
Score: -21672028.000000 Penalty: 3976.979004
	Iteration 40F: 3 clusters Score -2.167203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Entering Unmasked Estep 
Score: -2055919.625000 Penalty: 1602.666260
	Iteration 0F: 2 clusters Score -2055920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2042805.125000 Penalty: 3205.332520
	Iteration 0F: 3 clusters Score -2042805 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2047414.500000 Penalty: 3205.332520
	Iteration 1F: 3 clusters Score -2047414 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2047685.500000 Penalty: 3205.332520
	Iteration 2Q: 3 clusters Score -2047686 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2047952.750000 Penalty: 3205.332520
	Iteration 3Q: 3 clusters Score -2047953 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2048284.125000 Penalty: 3205.332520
	Iteration 4Q: 3 clusters Score -2048284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2048651.000000 Penalty: 3205.332520
	Iteration 5Q: 3 clusters Score -2048651 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2049127.125000 Penalty: 3205.332520
	Iteration 6Q: 3 clusters Score -2049127 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2049686.750000 Penalty: 3205.332520
	Iteration 7Q: 3 clusters Score -2049687 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2050259.500000 Penalty: 3205.332520
	Iteration 8Q: 3 clusters Score -2050260 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2050939.125000 Penalty: 3205.332520
	Iteration 9F: 3 clusters Score -2050939 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2051561.500000 Penalty: 3205.332520
	Iteration 10F: 3 clusters Score -2051562 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2052039.000000 Penalty: 3205.332520
	Iteration 11Q: 3 clusters Score -2052039 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2052381.750000 Penalty: 3205.332520
	Iteration 12Q: 3 clusters Score -2052382 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2052618.375000 Penalty: 3205.332520
	Iteration 13Q: 3 clusters Score -2052618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2052804.500000 Penalty: 3205.332520
	Iteration 14Q: 3 clusters Score -2052804 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2052964.750000 Penalty: 3205.332520
	Iteration 15Q: 3 clusters Score -2052965 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2053100.750000 Penalty: 3205.332520
	Iteration 16Q: 3 clusters Score -2053101 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2053194.375000 Penalty: 3205.332520
	Iteration 17Q: 3 clusters Score -2053194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2053270.000000 Penalty: 3205.332520
	Iteration 18Q: 3 clusters Score -2053270 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2053357.000000 Penalty: 3205.332520
	Iteration 19Q: 3 clusters Score -2053357 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2053436.375000 Penalty: 3205.332520
	Iteration 20F: 3 clusters Score -2053436 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2053505.875000 Penalty: 3205.332520
	Iteration 21Q: 3 clusters Score -2053506 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2053575.625000 Penalty: 3205.332520
	Iteration 22Q: 3 clusters Score -2053576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2053639.625000 Penalty: 3205.332520
	Iteration 23Q: 3 clusters Score -2053640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2053691.000000 Penalty: 3205.332520
	Iteration 24Q: 3 clusters Score -2053691 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2053744.125000 Penalty: 3205.332520
	Iteration 25Q: 3 clusters Score -2053744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2053788.500000 Penalty: 3205.332520
	Iteration 26Q: 3 clusters Score -2053788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2053820.875000 Penalty: 3205.332520
	Iteration 27Q: 3 clusters Score -2053821 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2053850.250000 Penalty: 3205.332520
	Iteration 28Q: 3 clusters Score -2053850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2053880.375000 Penalty: 3205.332520
	Iteration 29Q: 3 clusters Score -2053880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2053913.375000 Penalty: 3205.332520
	Iteration 30Q: 3 clusters Score -2053913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2053941.875000 Penalty: 3205.332520
	Iteration 31Q: 3 clusters Score -2053942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2053979.250000 Penalty: 3205.332520
	Iteration 32Q: 3 clusters Score -2053979 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2054030.750000 Penalty: 3205.332520
	Iteration 33Q: 3 clusters Score -2054031 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2054070.750000 Penalty: 3205.332520
	Iteration 34Q: 3 clusters Score -2054071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2054102.625000 Penalty: 3205.332520
	Iteration 35Q: 3 clusters Score -2054103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2054138.750000 Penalty: 3205.332520
	Iteration 36Q: 3 clusters Score -2054139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2054167.250000 Penalty: 3205.332520
	Iteration 37Q: 3 clusters Score -2054167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2054199.125000 Penalty: 3205.332520
	Iteration 38Q: 3 clusters Score -2054199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2054224.875000 Penalty: 3205.332520
	Iteration 39Q: 3 clusters Score -2054225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2054256.625000 Penalty: 3205.332520
	Iteration 40F: 3 clusters Score -2054257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2054289.000000 Penalty: 3205.332520
	Iteration 41Q: 3 clusters Score -2054289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2054307.375000 Penalty: 3205.332520
	Iteration 42Q: 3 clusters Score -2054307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2054336.375000 Penalty: 3205.332520
	Iteration 43Q: 3 clusters Score -2054336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2054348.000000 Penalty: 3205.332520
	Iteration 44Q: 3 clusters Score -2054348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2054369.125000 Penalty: 3205.332520
	Iteration 45Q: 3 clusters Score -2054369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2054384.625000 Penalty: 3205.332520
	Iteration 46Q: 3 clusters Score -2054385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2054402.750000 Penalty: 3205.332520
	Iteration 47Q: 3 clusters Score -2054403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2054422.750000 Penalty: 3205.332520
	Iteration 48Q: 3 clusters Score -2054423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2054434.375000 Penalty: 3205.332520
	Iteration 49Q: 3 clusters Score -2054434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2054450.625000 Penalty: 3205.332520
	Iteration 50Q: 3 clusters Score -2054451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2054464.250000 Penalty: 3205.332520
	Iteration 51Q: 3 clusters Score -2054464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2054468.625000 Penalty: 3205.332520
	Iteration 52Q: 3 clusters Score -2054469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2054480.125000 Penalty: 3205.332520
	Iteration 53Q: 3 clusters Score -2054480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2054484.625000 Penalty: 3205.332520
	Iteration 54Q: 3 clusters Score -2054485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2054490.875000 Penalty: 3205.332520
	Iteration 55Q: 3 clusters Score -2054491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2054497.500000 Penalty: 3205.332520
	Iteration 56Q: 3 clusters Score -2054498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2054501.125000 Penalty: 3205.332520
	Iteration 57Q: 3 clusters Score -2054501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2054506.375000 Penalty: 3205.332520
	Iteration 58Q: 3 clusters Score -2054506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2054508.625000 Penalty: 3205.332520
	Iteration 59Q: 3 clusters Score -2054509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2054515.125000 Penalty: 3205.332520
	Iteration 60F: 3 clusters Score -2054515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2054525.000000 Penalty: 3205.332520
	Iteration 61Q: 3 clusters Score -2054525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2054533.125000 Penalty: 3205.332520
	Iteration 62Q: 3 clusters Score -2054533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2054534.125000 Penalty: 3205.332520
	Iteration 63Q: 3 clusters Score -2054534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2054543.875000 Penalty: 3205.332520
	Iteration 64Q: 3 clusters Score -2054544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2054547.125000 Penalty: 3205.332520
	Iteration 65Q: 3 clusters Score -2054547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2054554.375000 Penalty: 3205.332520
	Iteration 66Q: 3 clusters Score -2054554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2054563.750000 Penalty: 3205.332520
	Iteration 67Q: 3 clusters Score -2054564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2054564.875000 Penalty: 3205.332520
	Iteration 68Q: 3 clusters Score -2054565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2054569.750000 Penalty: 3205.332520
	Iteration 69Q: 3 clusters Score -2054570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2054579.250000 Penalty: 3205.332520
	Iteration 70Q: 3 clusters Score -2054579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2054584.375000 Penalty: 3205.332520
	Iteration 71Q: 3 clusters Score -2054584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2054587.500000 Penalty: 3205.332520
	Iteration 72Q: 3 clusters Score -2054588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2054595.500000 Penalty: 3205.332520
	Iteration 73Q: 3 clusters Score -2054596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2054599.500000 Penalty: 3205.332520
	Iteration 74Q: 3 clusters Score -2054600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2054602.375000 Penalty: 3205.332520
	Iteration 75Q: 3 clusters Score -2054602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2054605.875000 Penalty: 3205.332520
	Iteration 76Q: 3 clusters Score -2054606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2054608.375000 Penalty: 3205.332520
	Iteration 77Q: 3 clusters Score -2054608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2054607.125000 Penalty: 3205.332520
	Iteration 78Q: 3 clusters Score -2054607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2054607.125000 Penalty: 3205.332520
	Iteration 79F: 3 clusters Score -2054607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27264.865234 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27264.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27460.923828 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27460.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27562.287109 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27562.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27656.750000 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -27656.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27703.654297 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27703.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27720.843750 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27720.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -27758.193359 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27758.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -27791.912109 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27791.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -27799.332031 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27799.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -27807.919922 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27807.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27811.367188 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -27811.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27811.367188 Penalty: 1900.092651
	Iteration 11F: 3 clusters Score -27811.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -44088.515625 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -44088.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43200.230469 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -43200.23 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43614.328125 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -43614.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43912.070312 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -43912.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -44010.429688 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -44010.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -44021.152344 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -44021.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -44022.781250 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -44022.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -44029.640625 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -44029.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -44032.855469 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -44032.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -44032.855469 Penalty: 1998.252319
	Iteration 8F: 3 clusters Score -44032.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Entering Unmasked Estep 
Score: -9518885.000000 Penalty: 1853.581177
	Iteration 0F: 2 clusters Score -9518885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -9459264.000000 Penalty: 3707.162354
	Iteration 0F: 3 clusters Score -9459264 nChanged 42829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -9485199.000000 Penalty: 3707.162354
	Iteration 1F: 3 clusters Score -9485199 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -9487594.000000 Penalty: 3707.162354
	Iteration 2F: 3 clusters Score -9487594 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -9491627.000000 Penalty: 3707.162354
	Iteration 3F: 3 clusters Score -9491627 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -9497310.000000 Penalty: 3707.162354
	Iteration 4F: 3 clusters Score -9497310 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -9504181.000000 Penalty: 3707.162354
	Iteration 5F: 3 clusters Score -9504181 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -9510019.000000 Penalty: 3707.162354
	Iteration 6F: 3 clusters Score -9510019 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9513005.000000 Penalty: 3707.162354
	Iteration 7Q: 3 clusters Score -9513005 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -9514326.000000 Penalty: 3707.162354
	Iteration 8Q: 3 clusters Score -9514326 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -9514942.000000 Penalty: 3707.162354
	Iteration 9Q: 3 clusters Score -9514942 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -9515403.000000 Penalty: 3707.162354
	Iteration 10Q: 3 clusters Score -9515403 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -9515731.000000 Penalty: 3707.162354
	Iteration 11Q: 3 clusters Score -9515731 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -9515990.000000 Penalty: 3707.162354
	Iteration 12Q: 3 clusters Score -9515990 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -9516221.000000 Penalty: 3707.162354
	Iteration 13Q: 3 clusters Score -9516221 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -9516437.000000 Penalty: 3707.162354
	Iteration 14Q: 3 clusters Score -9516437 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -9516575.000000 Penalty: 3707.162354
	Iteration 15Q: 3 clusters Score -9516575 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -9516721.000000 Penalty: 3707.162354
	Iteration 16Q: 3 clusters Score -9516721 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -9516850.000000 Penalty: 3707.162354
	Iteration 17Q: 3 clusters Score -9516850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -9516917.000000 Penalty: 3707.162354
	Iteration 18Q: 3 clusters Score -9516917 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -9517021.000000 Penalty: 3707.162354
	Iteration 19Q: 3 clusters Score -9517021 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -9517088.000000 Penalty: 3707.162354
	Iteration 20F: 3 clusters Score -9517088 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -9517147.000000 Penalty: 3707.162354
	Iteration 21Q: 3 clusters Score -9517147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -9517199.000000 Penalty: 3707.162354
	Iteration 22Q: 3 clusters Score -9517199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -9517227.000000 Penalty: 3707.162354
	Iteration 23Q: 3 clusters Score -9517227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -9517255.000000 Penalty: 3707.162354
	Iteration 24Q: 3 clusters Score -9517255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -9517288.000000 Penalty: 3707.162354
	Iteration 25Q: 3 clusters Score -9517288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -9517341.000000 Penalty: 3707.162354
	Iteration 26Q: 3 clusters Score -9517341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -9517359.000000 Penalty: 3707.162354
	Iteration 27Q: 3 clusters Score -9517359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -9517387.000000 Penalty: 3707.162354
	Iteration 28Q: 3 clusters Score -9517387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -9517393.000000 Penalty: 3707.162354
	Iteration 29Q: 3 clusters Score -9517393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -9517410.000000 Penalty: 3707.162354
	Iteration 30Q: 3 clusters Score -9517410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -9517427.000000 Penalty: 3707.162354
	Iteration 31Q: 3 clusters Score -9517427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -9517450.000000 Penalty: 3707.162354
	Iteration 32Q: 3 clusters Score -9517450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -9517469.000000 Penalty: 3707.162354
	Iteration 33Q: 3 clusters Score -9517469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -9517465.000000 Penalty: 3707.162354
	Iteration 34Q: 3 clusters Score -9517465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -9517477.000000 Penalty: 3707.162354
	Iteration 35Q: 3 clusters Score -9517477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -9517481.000000 Penalty: 3707.162354
	Iteration 36Q: 3 clusters Score -9517481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -9517491.000000 Penalty: 3707.162354
	Iteration 37Q: 3 clusters Score -9517491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -9517489.000000 Penalty: 3707.162354
	Iteration 38Q: 3 clusters Score -9517489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -9517484.000000 Penalty: 3707.162354
	Iteration 39Q: 3 clusters Score -9517484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -9517494.000000 Penalty: 3707.162354
	Iteration 40F: 3 clusters Score -9517494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -9517495.000000 Penalty: 3707.162354
	Iteration 41Q: 3 clusters Score -9517495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -9517499.000000 Penalty: 3707.162354
	Iteration 42Q: 3 clusters Score -9517499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -9517501.000000 Penalty: 3707.162354
	Iteration 43Q: 3 clusters Score -9517501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -9517494.000000 Penalty: 3707.162354
	Iteration 44Q: 3 clusters Score -9517494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -9517494.000000 Penalty: 3707.162354
	Iteration 45Q: 3 clusters Score -9517494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -9517494.000000 Penalty: 3707.162354
	Iteration 46Q: 3 clusters Score -9517494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -9517496.000000 Penalty: 3707.162354
	Iteration 47Q: 3 clusters Score -9517496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -9517501.000000 Penalty: 3707.162354
	Iteration 48Q: 3 clusters Score -9517501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -9517503.000000 Penalty: 3707.162354
	Iteration 49Q: 3 clusters Score -9517503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -9517503.000000 Penalty: 3707.162354
	Iteration 50Q: 3 clusters Score -9517503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -9517512.000000 Penalty: 3707.162354
	Iteration 51Q: 3 clusters Score -9517512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -9517512.000000 Penalty: 3707.162354
	Iteration 52Q: 3 clusters Score -9517512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -9517516.000000 Penalty: 3707.162354
	Iteration 53Q: 3 clusters Score -9517516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -9517516.000000 Penalty: 3707.162354
	Iteration 54F: 3 clusters Score -9517516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -771176.500000 Penalty: 1451.269775
	Iteration 0F: 2 clusters Score -771176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -765588.750000 Penalty: 2902.539551
	Iteration 0F: 3 clusters Score -765588.8 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -767562.250000 Penalty: 2902.539551
	Iteration 1F: 3 clusters Score -767562.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -768100.312500 Penalty: 2902.539551
	Iteration 2F: 3 clusters Score -768100.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -768554.187500 Penalty: 2902.539551
	Iteration 3F: 3 clusters Score -768554.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -768901.437500 Penalty: 2902.539551
	Iteration 4F: 3 clusters Score -768901.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -769208.187500 Penalty: 2902.539551
	Iteration 5F: 3 clusters Score -769208.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -769457.437500 Penalty: 2902.539551
	Iteration 6F: 3 clusters Score -769457.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -769672.875000 Penalty: 2902.539551
	Iteration 7Q: 3 clusters Score -769672.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -769827.187500 Penalty: 2902.539551
	Iteration 8Q: 3 clusters Score -769827.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -769932.000000 Penalty: 2902.539551
	Iteration 9Q: 3 clusters Score -769932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -770013.187500 Penalty: 2902.539551
	Iteration 10Q: 3 clusters Score -770013.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -770094.312500 Penalty: 2902.539551
	Iteration 11Q: 3 clusters Score -770094.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -770147.375000 Penalty: 2902.539551
	Iteration 12Q: 3 clusters Score -770147.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -770172.250000 Penalty: 2902.539551
	Iteration 13Q: 3 clusters Score -770172.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -770196.500000 Penalty: 2902.539551
	Iteration 14Q: 3 clusters Score -770196.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -770209.562500 Penalty: 2902.539551
	Iteration 15Q: 3 clusters Score -770209.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -770221.437500 Penalty: 2902.539551
	Iteration 16Q: 3 clusters Score -770221.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -770231.250000 Penalty: 2902.539551
	Iteration 17Q: 3 clusters Score -770231.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -770235.937500 Penalty: 2902.539551
	Iteration 18Q: 3 clusters Score -770235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -770240.062500 Penalty: 2902.539551
	Iteration 19Q: 3 clusters Score -770240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -770244.750000 Penalty: 2902.539551
	Iteration 20F: 3 clusters Score -770244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -770245.812500 Penalty: 2902.539551
	Iteration 21Q: 3 clusters Score -770245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -770246.375000 Penalty: 2902.539551
	Iteration 22Q: 3 clusters Score -770246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -770248.312500 Penalty: 2902.539551
	Iteration 23Q: 3 clusters Score -770248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -770248.875000 Penalty: 2902.539551
	Iteration 24Q: 3 clusters Score -770248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -770250.312500 Penalty: 2902.539551
	Iteration 25Q: 3 clusters Score -770250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -770251.625000 Penalty: 2902.539551
	Iteration 26Q: 3 clusters Score -770251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -770253.937500 Penalty: 2902.539551
	Iteration 27Q: 3 clusters Score -770253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -770255.812500 Penalty: 2902.539551
	Iteration 28Q: 3 clusters Score -770255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -770257.125000 Penalty: 2902.539551
	Iteration 29Q: 3 clusters Score -770257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -770258.812500 Penalty: 2902.539551
	Iteration 30Q: 3 clusters Score -770258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -770259.437500 Penalty: 2902.539551
	Iteration 31Q: 3 clusters Score -770259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -770261.125000 Penalty: 2902.539551
	Iteration 32Q: 3 clusters Score -770261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -770260.750000 Penalty: 2902.539551
	Iteration 33Q: 3 clusters Score -770260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -770263.312500 Penalty: 2902.539551
	Iteration 34Q: 3 clusters Score -770263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -770267.687500 Penalty: 2902.539551
	Iteration 35Q: 3 clusters Score -770267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -770271.375000 Penalty: 2902.539551
	Iteration 36Q: 3 clusters Score -770271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -770272.000000 Penalty: 2902.539551
	Iteration 37Q: 3 clusters Score -770272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -770276.812500 Penalty: 2902.539551
	Iteration 38Q: 3 clusters Score -770276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -770278.875000 Penalty: 2902.539551
	Iteration 39Q: 3 clusters Score -770278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -770279.625000 Penalty: 2902.539551
	Iteration 40F: 3 clusters Score -770279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -770280.625000 Penalty: 2902.539551
	Iteration 41Q: 3 clusters Score -770280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -770280.375000 Penalty: 2902.539551
	Iteration 42Q: 3 clusters Score -770280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -770282.875000 Penalty: 2902.539551
	Iteration 43Q: 3 clusters Score -770282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -770282.875000 Penalty: 2902.539551
	Iteration 44F: 3 clusters Score -770282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Entering Unmasked Estep 
Score: -3102768.000000 Penalty: 1669.561279
	Iteration 0F: 2 clusters Score -3102768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3083412.750000 Penalty: 3339.122559
	Iteration 0F: 3 clusters Score -3083413 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3090713.000000 Penalty: 3339.122559
	Iteration 1F: 3 clusters Score -3090713 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3091123.000000 Penalty: 3339.122559
	Iteration 2Q: 3 clusters Score -3091123 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3091589.000000 Penalty: 3339.122559
	Iteration 3Q: 3 clusters Score -3091589 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3092121.500000 Penalty: 3339.122559
	Iteration 4Q: 3 clusters Score -3092122 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3092881.500000 Penalty: 3339.122559
	Iteration 5Q: 3 clusters Score -3092882 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3093856.000000 Penalty: 3339.122559
	Iteration 6F: 3 clusters Score -3093856 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3095050.500000 Penalty: 3339.122559
	Iteration 7F: 3 clusters Score -3095050 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3096413.750000 Penalty: 3339.122559
	Iteration 8F: 3 clusters Score -3096414 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3097786.500000 Penalty: 3339.122559
	Iteration 9F: 3 clusters Score -3097786 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3099028.250000 Penalty: 3339.122559
	Iteration 10Q: 3 clusters Score -3099028 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3099937.000000 Penalty: 3339.122559
	Iteration 11Q: 3 clusters Score -3099937 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3100506.750000 Penalty: 3339.122559
	Iteration 12Q: 3 clusters Score -3100507 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3100858.750000 Penalty: 3339.122559
	Iteration 13Q: 3 clusters Score -3100859 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3101078.000000 Penalty: 3339.122559
	Iteration 14Q: 3 clusters Score -3101078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3101157.500000 Penalty: 3339.122559
	Iteration 15Q: 3 clusters Score -3101158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3101193.500000 Penalty: 3339.122559
	Iteration 16Q: 3 clusters Score -3101194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3101233.000000 Penalty: 3339.122559
	Iteration 17Q: 3 clusters Score -3101233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3101248.750000 Penalty: 3339.122559
	Iteration 18Q: 3 clusters Score -3101249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3101255.500000 Penalty: 3339.122559
	Iteration 19Q: 3 clusters Score -3101256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3101260.250000 Penalty: 3339.122559
	Iteration 20F: 3 clusters Score -3101260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3101268.500000 Penalty: 3339.122559
	Iteration 21Q: 3 clusters Score -3101268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3101275.500000 Penalty: 3339.122559
	Iteration 22Q: 3 clusters Score -3101276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3101289.250000 Penalty: 3339.122559
	Iteration 23Q: 3 clusters Score -3101289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3101293.750000 Penalty: 3339.122559
	Iteration 24Q: 3 clusters Score -3101294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3101295.500000 Penalty: 3339.122559
	Iteration 25Q: 3 clusters Score -3101296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3101294.500000 Penalty: 3339.122559
	Iteration 26Q: 3 clusters Score -3101294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3101294.500000 Penalty: 3339.122559
	Iteration 27Q: 3 clusters Score -3101294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3101294.500000 Penalty: 3339.122559
	Iteration 28F: 3 clusters Score -3101294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Entering Unmasked Estep 
Score: -3641212.250000 Penalty: 1695.734863
	Iteration 0F: 2 clusters Score -3641212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3618157.250000 Penalty: 3391.469727
	Iteration 0F: 3 clusters Score -3618157 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3626987.000000 Penalty: 3391.469727
	Iteration 1F: 3 clusters Score -3626987 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3627427.000000 Penalty: 3391.469727
	Iteration 2Q: 3 clusters Score -3627427 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3628051.000000 Penalty: 3391.469727
	Iteration 3Q: 3 clusters Score -3628051 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3628955.750000 Penalty: 3391.469727
	Iteration 4F: 3 clusters Score -3628956 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3630447.250000 Penalty: 3391.469727
	Iteration 5F: 3 clusters Score -3630447 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3632661.000000 Penalty: 3391.469727
	Iteration 6F: 3 clusters Score -3632661 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3635274.750000 Penalty: 3391.469727
	Iteration 7F: 3 clusters Score -3635275 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3637440.750000 Penalty: 3391.469727
	Iteration 8F: 3 clusters Score -3637441 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -3638740.500000 Penalty: 3391.469727
	Iteration 9Q: 3 clusters Score -3638740 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3639277.000000 Penalty: 3391.469727
	Iteration 10Q: 3 clusters Score -3639277 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -3639511.500000 Penalty: 3391.469727
	Iteration 11Q: 3 clusters Score -3639512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3639636.250000 Penalty: 3391.469727
	Iteration 12Q: 3 clusters Score -3639636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3639673.750000 Penalty: 3391.469727
	Iteration 13Q: 3 clusters Score -3639674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3639687.500000 Penalty: 3391.469727
	Iteration 14Q: 3 clusters Score -3639688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -3639710.500000 Penalty: 3391.469727
	Iteration 15Q: 3 clusters Score -3639710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3639725.750000 Penalty: 3391.469727
	Iteration 16Q: 3 clusters Score -3639726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3639739.000000 Penalty: 3391.469727
	Iteration 17Q: 3 clusters Score -3639739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -3639739.250000 Penalty: 3391.469727
	Iteration 18Q: 3 clusters Score -3639739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3639746.500000 Penalty: 3391.469727
	Iteration 19Q: 3 clusters Score -3639746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3639750.000000 Penalty: 3391.469727
	Iteration 20F: 3 clusters Score -3639750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3639749.250000 Penalty: 3391.469727
	Iteration 21Q: 3 clusters Score -3639749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3639752.500000 Penalty: 3391.469727
	Iteration 22Q: 3 clusters Score -3639752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3639757.000000 Penalty: 3391.469727
	Iteration 23Q: 3 clusters Score -3639757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3639760.250000 Penalty: 3391.469727
	Iteration 24Q: 3 clusters Score -3639760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3639760.250000 Penalty: 3391.469727
	Iteration 25F: 3 clusters Score -3639760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Entering Unmasked Estep 
Score: -3919185.000000 Penalty: 1714.505005
	Iteration 0F: 2 clusters Score -3919185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3893550.750000 Penalty: 3429.010010
	Iteration 0F: 3 clusters Score -3893551 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3903638.000000 Penalty: 3429.010010
	Iteration 1F: 3 clusters Score -3903638 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3904222.000000 Penalty: 3429.010010
	Iteration 2Q: 3 clusters Score -3904222 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3905160.250000 Penalty: 3429.010010
	Iteration 3Q: 3 clusters Score -3905160 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3906807.750000 Penalty: 3429.010010
	Iteration 4F: 3 clusters Score -3906808 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3909398.250000 Penalty: 3429.010010
	Iteration 5F: 3 clusters Score -3909398 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3912815.250000 Penalty: 3429.010010
	Iteration 6F: 3 clusters Score -3912815 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3915607.000000 Penalty: 3429.010010
	Iteration 7F: 3 clusters Score -3915607 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3916926.750000 Penalty: 3429.010010
	Iteration 8Q: 3 clusters Score -3916927 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3917395.000000 Penalty: 3429.010010
	Iteration 9Q: 3 clusters Score -3917395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3917561.250000 Penalty: 3429.010010
	Iteration 10Q: 3 clusters Score -3917561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3917637.750000 Penalty: 3429.010010
	Iteration 11Q: 3 clusters Score -3917638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3917676.500000 Penalty: 3429.010010
	Iteration 12Q: 3 clusters Score -3917676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3917691.500000 Penalty: 3429.010010
	Iteration 13Q: 3 clusters Score -3917692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3917699.250000 Penalty: 3429.010010
	Iteration 14Q: 3 clusters Score -3917699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3917699.750000 Penalty: 3429.010010
	Iteration 15Q: 3 clusters Score -3917700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3917699.750000 Penalty: 3429.010010
	Iteration 16F: 3 clusters Score -3917700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -301150.093750 Penalty: 1296.196777
	Iteration 0F: 2 clusters Score -301150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298495.250000 Penalty: 2592.393555
	Iteration 0F: 3 clusters Score -298495.2 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299102.843750 Penalty: 2592.393555
	Iteration 1F: 3 clusters Score -299102.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299225.375000 Penalty: 2592.393555
	Iteration 2F: 3 clusters Score -299225.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299284.531250 Penalty: 2592.393555
	Iteration 3Q: 3 clusters Score -299284.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299327.750000 Penalty: 2592.393555
	Iteration 4Q: 3 clusters Score -299327.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299365.093750 Penalty: 2592.393555
	Iteration 5Q: 3 clusters Score -299365.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -299399.937500 Penalty: 2592.393555
	Iteration 6Q: 3 clusters Score -299399.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -299430.875000 Penalty: 2592.393555
	Iteration 7Q: 3 clusters Score -299430.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -299449.875000 Penalty: 2592.393555
	Iteration 8Q: 3 clusters Score -299449.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -299461.812500 Penalty: 2592.393555
	Iteration 9Q: 3 clusters Score -299461.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -299472.343750 Penalty: 2592.393555
	Iteration 10Q: 3 clusters Score -299472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -299481.250000 Penalty: 2592.393555
	Iteration 11Q: 3 clusters Score -299481.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -299489.843750 Penalty: 2592.393555
	Iteration 12Q: 3 clusters Score -299489.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -299498.406250 Penalty: 2592.393555
	Iteration 13Q: 3 clusters Score -299498.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -299505.468750 Penalty: 2592.393555
	Iteration 14Q: 3 clusters Score -299505.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -299513.312500 Penalty: 2592.393555
	Iteration 15Q: 3 clusters Score -299513.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -299520.062500 Penalty: 2592.393555
	Iteration 16Q: 3 clusters Score -299520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -299525.000000 Penalty: 2592.393555
	Iteration 17Q: 3 clusters Score -299525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299530.093750 Penalty: 2592.393555
	Iteration 18Q: 3 clusters Score -299530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299535.093750 Penalty: 2592.393555
	Iteration 19Q: 3 clusters Score -299535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -299538.812500 Penalty: 2592.393555
	Iteration 20F: 3 clusters Score -299538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -299542.062500 Penalty: 2592.393555
	Iteration 21Q: 3 clusters Score -299542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -299545.875000 Penalty: 2592.393555
	Iteration 22Q: 3 clusters Score -299545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -299552.062500 Penalty: 2592.393555
	Iteration 23Q: 3 clusters Score -299552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -299555.531250 Penalty: 2592.393555
	Iteration 24Q: 3 clusters Score -299555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -299556.625000 Penalty: 2592.393555
	Iteration 25Q: 3 clusters Score -299556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299559.437500 Penalty: 2592.393555
	Iteration 26Q: 3 clusters Score -299559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -299560.625000 Penalty: 2592.393555
	Iteration 27Q: 3 clusters Score -299560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -299561.312500 Penalty: 2592.393555
	Iteration 28Q: 3 clusters Score -299561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -299563.250000 Penalty: 2592.393555
	Iteration 29Q: 3 clusters Score -299563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -299566.468750 Penalty: 2592.393555
	Iteration 30Q: 3 clusters Score -299566.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299569.937500 Penalty: 2592.393555
	Iteration 31Q: 3 clusters Score -299569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -299572.281250 Penalty: 2592.393555
	Iteration 32Q: 3 clusters Score -299572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -299574.343750 Penalty: 2592.393555
	Iteration 33Q: 3 clusters Score -299574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -299576.468750 Penalty: 2592.393555
	Iteration 34Q: 3 clusters Score -299576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299580.625000 Penalty: 2592.393555
	Iteration 35Q: 3 clusters Score -299580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -299587.718750 Penalty: 2592.393555
	Iteration 36Q: 3 clusters Score -299587.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -299594.250000 Penalty: 2592.393555
	Iteration 37Q: 3 clusters Score -299594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -299603.093750 Penalty: 2592.393555
	Iteration 38Q: 3 clusters Score -299603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299612.843750 Penalty: 2592.393555
	Iteration 39Q: 3 clusters Score -299612.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -299626.125000 Penalty: 2592.393555
	Iteration 40F: 3 clusters Score -299626.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -299638.250000 Penalty: 2592.393555
	Iteration 41Q: 3 clusters Score -299638.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -299649.406250 Penalty: 2592.393555
	Iteration 42Q: 3 clusters Score -299649.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299662.593750 Penalty: 2592.393555
	Iteration 43Q: 3 clusters Score -299662.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -299675.312500 Penalty: 2592.393555
	Iteration 44Q: 3 clusters Score -299675.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -299689.156250 Penalty: 2592.393555
	Iteration 45Q: 3 clusters Score -299689.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -299701.781250 Penalty: 2592.393555
	Iteration 46Q: 3 clusters Score -299701.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -299723.593750 Penalty: 2592.393555
	Iteration 47Q: 3 clusters Score -299723.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -299743.968750 Penalty: 2592.393555
	Iteration 48Q: 3 clusters Score -299744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -299760.968750 Penalty: 2592.393555
	Iteration 49Q: 3 clusters Score -299761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -299781.125000 Penalty: 2592.393555
	Iteration 50Q: 3 clusters Score -299781.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -299804.656250 Penalty: 2592.393555
	Iteration 51Q: 3 clusters Score -299804.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -299822.531250 Penalty: 2592.393555
	Iteration 52Q: 3 clusters Score -299822.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -299848.656250 Penalty: 2592.393555
	Iteration 53Q: 3 clusters Score -299848.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -299878.093750 Penalty: 2592.393555
	Iteration 54Q: 3 clusters Score -299878.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -299902.593750 Penalty: 2592.393555
	Iteration 55Q: 3 clusters Score -299902.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -299923.312500 Penalty: 2592.393555
	Iteration 56Q: 3 clusters Score -299923.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299942.468750 Penalty: 2592.393555
	Iteration 57Q: 3 clusters Score -299942.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -299966.562500 Penalty: 2592.393555
	Iteration 58Q: 3 clusters Score -299966.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -299986.656250 Penalty: 2592.393555
	Iteration 59Q: 3 clusters Score -299986.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -300002.437500 Penalty: 2592.393555
	Iteration 60F: 3 clusters Score -300002.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -300017.593750 Penalty: 2592.393555
	Iteration 61Q: 3 clusters Score -300017.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -300031.906250 Penalty: 2592.393555
	Iteration 62Q: 3 clusters Score -300031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -300038.625000 Penalty: 2592.393555
	Iteration 63Q: 3 clusters Score -300038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -300042.843750 Penalty: 2592.393555
	Iteration 64Q: 3 clusters Score -300042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -300047.593750 Penalty: 2592.393555
	Iteration 65Q: 3 clusters Score -300047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -300051.000000 Penalty: 2592.393555
	Iteration 66Q: 3 clusters Score -300051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -300054.000000 Penalty: 2592.393555
	Iteration 67Q: 3 clusters Score -300054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -300056.656250 Penalty: 2592.393555
	Iteration 68Q: 3 clusters Score -300056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -300059.562500 Penalty: 2592.393555
	Iteration 69Q: 3 clusters Score -300059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -300061.687500 Penalty: 2592.393555
	Iteration 70Q: 3 clusters Score -300061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -300062.656250 Penalty: 2592.393555
	Iteration 71Q: 3 clusters Score -300062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -300063.781250 Penalty: 2592.393555
	Iteration 72Q: 3 clusters Score -300063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -300065.187500 Penalty: 2592.393555
	Iteration 73Q: 3 clusters Score -300065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -300066.687500 Penalty: 2592.393555
	Iteration 74Q: 3 clusters Score -300066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -300067.625000 Penalty: 2592.393555
	Iteration 75Q: 3 clusters Score -300067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -300068.375000 Penalty: 2592.393555
	Iteration 76Q: 3 clusters Score -300068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -300068.812500 Penalty: 2592.393555
	Iteration 77Q: 3 clusters Score -300068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -300070.593750 Penalty: 2592.393555
	Iteration 78Q: 3 clusters Score -300070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -300071.125000 Penalty: 2592.393555
	Iteration 79Q: 3 clusters Score -300071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -300071.281250 Penalty: 2592.393555
	Iteration 80F: 3 clusters Score -300071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Entering Unmasked Estep 
Score: -5300780.500000 Penalty: 1756.344238
	Iteration 0F: 2 clusters Score -5300780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5267888.000000 Penalty: 3512.688477
	Iteration 0F: 3 clusters Score -5267888 nChanged 23089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5280936.000000 Penalty: 3512.688477
	Iteration 1F: 3 clusters Score -5280936 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5281790.500000 Penalty: 3512.688477
	Iteration 2Q: 3 clusters Score -5281790 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5282918.000000 Penalty: 3512.688477
	Iteration 3F: 3 clusters Score -5282918 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5284632.000000 Penalty: 3512.688477
	Iteration 4F: 3 clusters Score -5284632 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -5286855.500000 Penalty: 3512.688477
	Iteration 5F: 3 clusters Score -5286856 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5289502.500000 Penalty: 3512.688477
	Iteration 6F: 3 clusters Score -5289502 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5292397.000000 Penalty: 3512.688477
	Iteration 7F: 3 clusters Score -5292397 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5294905.000000 Penalty: 3512.688477
	Iteration 8F: 3 clusters Score -5294905 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5296681.500000 Penalty: 3512.688477
	Iteration 9Q: 3 clusters Score -5296682 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5297802.000000 Penalty: 3512.688477
	Iteration 10Q: 3 clusters Score -5297802 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5298433.000000 Penalty: 3512.688477
	Iteration 11Q: 3 clusters Score -5298433 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5298832.500000 Penalty: 3512.688477
	Iteration 12Q: 3 clusters Score -5298832 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -5299089.500000 Penalty: 3512.688477
	Iteration 13Q: 3 clusters Score -5299090 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -5299307.000000 Penalty: 3512.688477
	Iteration 14Q: 3 clusters Score -5299307 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5299455.000000 Penalty: 3512.688477
	Iteration 15Q: 3 clusters Score -5299455 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5299561.500000 Penalty: 3512.688477
	Iteration 16Q: 3 clusters Score -5299562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5299669.500000 Penalty: 3512.688477
	Iteration 17Q: 3 clusters Score -5299670 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -5299743.500000 Penalty: 3512.688477
	Iteration 18Q: 3 clusters Score -5299744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5299861.500000 Penalty: 3512.688477
	Iteration 19Q: 3 clusters Score -5299862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5299937.000000 Penalty: 3512.688477
	Iteration 20F: 3 clusters Score -5299937 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -5299982.000000 Penalty: 3512.688477
	Iteration 21Q: 3 clusters Score -5299982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5300045.000000 Penalty: 3512.688477
	Iteration 22Q: 3 clusters Score -5300045 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5300082.500000 Penalty: 3512.688477
	Iteration 23Q: 3 clusters Score -5300082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5300098.000000 Penalty: 3512.688477
	Iteration 24Q: 3 clusters Score -5300098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -5300114.500000 Penalty: 3512.688477
	Iteration 25Q: 3 clusters Score -5300114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5300138.500000 Penalty: 3512.688477
	Iteration 26Q: 3 clusters Score -5300138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5300140.000000 Penalty: 3512.688477
	Iteration 27Q: 3 clusters Score -5300140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5300162.000000 Penalty: 3512.688477
	Iteration 28Q: 3 clusters Score -5300162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5300173.000000 Penalty: 3512.688477
	Iteration 29Q: 3 clusters Score -5300173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -5300201.000000 Penalty: 3512.688477
	Iteration 30Q: 3 clusters Score -5300201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -5300214.500000 Penalty: 3512.688477
	Iteration 31Q: 3 clusters Score -5300214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5300214.000000 Penalty: 3512.688477
	Iteration 32Q: 3 clusters Score -5300214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -5300232.000000 Penalty: 3512.688477
	Iteration 33Q: 3 clusters Score -5300232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -5300248.500000 Penalty: 3512.688477
	Iteration 34Q: 3 clusters Score -5300248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -5300257.500000 Penalty: 3512.688477
	Iteration 35Q: 3 clusters Score -5300258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -5300254.500000 Penalty: 3512.688477
	Iteration 36Q: 3 clusters Score -5300254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -5300249.000000 Penalty: 3512.688477
	Iteration 37Q: 3 clusters Score -5300249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5300267.500000 Penalty: 3512.688477
	Iteration 38Q: 3 clusters Score -5300268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -5300270.000000 Penalty: 3512.688477
	Iteration 39Q: 3 clusters Score -5300270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5300268.500000 Penalty: 3512.688477
	Iteration 40F: 3 clusters Score -5300268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5300258.500000 Penalty: 3512.688477
	Iteration 41Q: 3 clusters Score -5300258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5300262.000000 Penalty: 3512.688477
	Iteration 42Q: 3 clusters Score -5300262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -5300259.000000 Penalty: 3512.688477
	Iteration 43Q: 3 clusters Score -5300259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5300264.500000 Penalty: 3512.688477
	Iteration 44Q: 3 clusters Score -5300264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -5300257.000000 Penalty: 3512.688477
	Iteration 45Q: 3 clusters Score -5300257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5300257.500000 Penalty: 3512.688477
	Iteration 46Q: 3 clusters Score -5300258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5300258.500000 Penalty: 3512.688477
	Iteration 47Q: 3 clusters Score -5300258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5300253.500000 Penalty: 3512.688477
	Iteration 48Q: 3 clusters Score -5300254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -5300259.000000 Penalty: 3512.688477
	Iteration 49Q: 3 clusters Score -5300259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5300261.000000 Penalty: 3512.688477
	Iteration 50Q: 3 clusters Score -5300261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -5300257.000000 Penalty: 3512.688477
	Iteration 51Q: 3 clusters Score -5300257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -5300258.000000 Penalty: 3512.688477
	Iteration 52Q: 3 clusters Score -5300258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5300257.500000 Penalty: 3512.688477
	Iteration 53Q: 3 clusters Score -5300258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5300257.500000 Penalty: 3512.688477
	Iteration 54F: 3 clusters Score -5300258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Entering Unmasked Estep 
Score: -4947013.500000 Penalty: 1745.854004
	Iteration 0F: 2 clusters Score -4947014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4915976.000000 Penalty: 3491.708008
	Iteration 0F: 3 clusters Score -4915976 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4928017.500000 Penalty: 3491.708008
	Iteration 1F: 3 clusters Score -4928018 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4928750.500000 Penalty: 3491.708008
	Iteration 2Q: 3 clusters Score -4928750 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4929737.000000 Penalty: 3491.708008
	Iteration 3F: 3 clusters Score -4929737 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4931314.000000 Penalty: 3491.708008
	Iteration 4F: 3 clusters Score -4931314 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4933761.500000 Penalty: 3491.708008
	Iteration 5F: 3 clusters Score -4933762 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4937091.000000 Penalty: 3491.708008
	Iteration 6F: 3 clusters Score -4937091 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4940661.500000 Penalty: 3491.708008
	Iteration 7F: 3 clusters Score -4940662 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4943312.500000 Penalty: 3491.708008
	Iteration 8F: 3 clusters Score -4943312 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4944585.500000 Penalty: 3491.708008
	Iteration 9Q: 3 clusters Score -4944586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4945113.000000 Penalty: 3491.708008
	Iteration 10Q: 3 clusters Score -4945113 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4945303.500000 Penalty: 3491.708008
	Iteration 11Q: 3 clusters Score -4945304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4945382.500000 Penalty: 3491.708008
	Iteration 12Q: 3 clusters Score -4945382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4945422.000000 Penalty: 3491.708008
	Iteration 13Q: 3 clusters Score -4945422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4945447.500000 Penalty: 3491.708008
	Iteration 14Q: 3 clusters Score -4945448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4945454.500000 Penalty: 3491.708008
	Iteration 15Q: 3 clusters Score -4945454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4945463.000000 Penalty: 3491.708008
	Iteration 16Q: 3 clusters Score -4945463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4945476.000000 Penalty: 3491.708008
	Iteration 17Q: 3 clusters Score -4945476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4945477.500000 Penalty: 3491.708008
	Iteration 18Q: 3 clusters Score -4945478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4945479.500000 Penalty: 3491.708008
	Iteration 19Q: 3 clusters Score -4945480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4945484.500000 Penalty: 3491.708008
	Iteration 20F: 3 clusters Score -4945484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4945490.500000 Penalty: 3491.708008
	Iteration 21Q: 3 clusters Score -4945490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4945497.000000 Penalty: 3491.708008
	Iteration 22Q: 3 clusters Score -4945497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4945504.000000 Penalty: 3491.708008
	Iteration 23Q: 3 clusters Score -4945504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4945510.500000 Penalty: 3491.708008
	Iteration 24Q: 3 clusters Score -4945510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4945510.500000 Penalty: 3491.708008
	Iteration 25F: 3 clusters Score -4945510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Entering Unmasked Estep 
Score: -2440395.000000 Penalty: 1630.651489
	Iteration 0F: 2 clusters Score -2440395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2424958.250000 Penalty: 3261.302979
	Iteration 0F: 3 clusters Score -2424958 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2430632.250000 Penalty: 3261.302979
	Iteration 1F: 3 clusters Score -2430632 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2430959.500000 Penalty: 3261.302979
	Iteration 2Q: 3 clusters Score -2430960 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2431223.500000 Penalty: 3261.302979
	Iteration 3Q: 3 clusters Score -2431224 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2431424.000000 Penalty: 3261.302979
	Iteration 4Q: 3 clusters Score -2431424 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2431591.750000 Penalty: 3261.302979
	Iteration 5Q: 3 clusters Score -2431592 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2431732.000000 Penalty: 3261.302979
	Iteration 6Q: 3 clusters Score -2431732 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2431897.500000 Penalty: 3261.302979
	Iteration 7Q: 3 clusters Score -2431898 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2432073.750000 Penalty: 3261.302979
	Iteration 8Q: 3 clusters Score -2432074 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2432227.250000 Penalty: 3261.302979
	Iteration 9Q: 3 clusters Score -2432227 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2432429.750000 Penalty: 3261.302979
	Iteration 10Q: 3 clusters Score -2432430 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2432668.250000 Penalty: 3261.302979
	Iteration 11Q: 3 clusters Score -2432668 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2433007.500000 Penalty: 3261.302979
	Iteration 12Q: 3 clusters Score -2433008 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2433470.250000 Penalty: 3261.302979
	Iteration 13Q: 3 clusters Score -2433470 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2434100.500000 Penalty: 3261.302979
	Iteration 14Q: 3 clusters Score -2434100 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2434816.750000 Penalty: 3261.302979
	Iteration 15Q: 3 clusters Score -2434817 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2435607.250000 Penalty: 3261.302979
	Iteration 16Q: 3 clusters Score -2435607 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2436298.500000 Penalty: 3261.302979
	Iteration 17Q: 3 clusters Score -2436298 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2436841.000000 Penalty: 3261.302979
	Iteration 18Q: 3 clusters Score -2436841 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2437138.750000 Penalty: 3261.302979
	Iteration 19Q: 3 clusters Score -2437139 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2437342.750000 Penalty: 3261.302979
	Iteration 20F: 3 clusters Score -2437343 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2437497.750000 Penalty: 3261.302979
	Iteration 21Q: 3 clusters Score -2437498 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2437622.500000 Penalty: 3261.302979
	Iteration 22Q: 3 clusters Score -2437622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2437723.250000 Penalty: 3261.302979
	Iteration 23Q: 3 clusters Score -2437723 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2437802.500000 Penalty: 3261.302979
	Iteration 24Q: 3 clusters Score -2437802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2437888.750000 Penalty: 3261.302979
	Iteration 25Q: 3 clusters Score -2437889 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2437939.000000 Penalty: 3261.302979
	Iteration 26Q: 3 clusters Score -2437939 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2437989.000000 Penalty: 3261.302979
	Iteration 27Q: 3 clusters Score -2437989 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2438020.750000 Penalty: 3261.302979
	Iteration 28Q: 3 clusters Score -2438021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2438042.750000 Penalty: 3261.302979
	Iteration 29Q: 3 clusters Score -2438043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2438064.250000 Penalty: 3261.302979
	Iteration 30Q: 3 clusters Score -2438064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2438085.000000 Penalty: 3261.302979
	Iteration 31Q: 3 clusters Score -2438085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2438094.500000 Penalty: 3261.302979
	Iteration 32Q: 3 clusters Score -2438094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2438097.000000 Penalty: 3261.302979
	Iteration 33Q: 3 clusters Score -2438097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2438108.500000 Penalty: 3261.302979
	Iteration 34Q: 3 clusters Score -2438108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2438109.250000 Penalty: 3261.302979
	Iteration 35Q: 3 clusters Score -2438109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2438120.750000 Penalty: 3261.302979
	Iteration 36Q: 3 clusters Score -2438121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2438131.250000 Penalty: 3261.302979
	Iteration 37Q: 3 clusters Score -2438131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2438134.750000 Penalty: 3261.302979
	Iteration 38Q: 3 clusters Score -2438135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2438139.500000 Penalty: 3261.302979
	Iteration 39Q: 3 clusters Score -2438140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2438143.750000 Penalty: 3261.302979
	Iteration 40F: 3 clusters Score -2438144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2438145.000000 Penalty: 3261.302979
	Iteration 41Q: 3 clusters Score -2438145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2438152.250000 Penalty: 3261.302979
	Iteration 42Q: 3 clusters Score -2438152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2438152.000000 Penalty: 3261.302979
	Iteration 43Q: 3 clusters Score -2438152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2438156.250000 Penalty: 3261.302979
	Iteration 44Q: 3 clusters Score -2438156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2438154.750000 Penalty: 3261.302979
	Iteration 45Q: 3 clusters Score -2438155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2438155.500000 Penalty: 3261.302979
	Iteration 46Q: 3 clusters Score -2438156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2438153.250000 Penalty: 3261.302979
	Iteration 47Q: 3 clusters Score -2438153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2438156.500000 Penalty: 3261.302979
	Iteration 48Q: 3 clusters Score -2438156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2438156.750000 Penalty: 3261.302979
	Iteration 49Q: 3 clusters Score -2438157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2438157.500000 Penalty: 3261.302979
	Iteration 50Q: 3 clusters Score -2438158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2438159.500000 Penalty: 3261.302979
	Iteration 51Q: 3 clusters Score -2438160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2438163.750000 Penalty: 3261.302979
	Iteration 52Q: 3 clusters Score -2438164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2438165.500000 Penalty: 3261.302979
	Iteration 53Q: 3 clusters Score -2438166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2438165.250000 Penalty: 3261.302979
	Iteration 54Q: 3 clusters Score -2438165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2438162.500000 Penalty: 3261.302979
	Iteration 55Q: 3 clusters Score -2438162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2438157.250000 Penalty: 3261.302979
	Iteration 56Q: 3 clusters Score -2438157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2438162.500000 Penalty: 3261.302979
	Iteration 57Q: 3 clusters Score -2438162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2438161.750000 Penalty: 3261.302979
	Iteration 58Q: 3 clusters Score -2438162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2438163.000000 Penalty: 3261.302979
	Iteration 59Q: 3 clusters Score -2438163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2438162.000000 Penalty: 3261.302979
	Iteration 60F: 3 clusters Score -2438162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2438164.500000 Penalty: 3261.302979
	Iteration 61Q: 3 clusters Score -2438164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2438162.500000 Penalty: 3261.302979
	Iteration 62Q: 3 clusters Score -2438162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2438159.500000 Penalty: 3261.302979
	Iteration 63Q: 3 clusters Score -2438160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2438159.500000 Penalty: 3261.302979
	Iteration 64F: 3 clusters Score -2438160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Entering Unmasked Estep 
Score: -4957275.500000 Penalty: 1746.944580
	Iteration 0F: 2 clusters Score -4957276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4926057.500000 Penalty: 3493.889160
	Iteration 0F: 3 clusters Score -4926058 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4938311.500000 Penalty: 3493.889160
	Iteration 1F: 3 clusters Score -4938312 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4938689.000000 Penalty: 3493.889160
	Iteration 2Q: 3 clusters Score -4938689 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4939129.000000 Penalty: 3493.889160
	Iteration 3Q: 3 clusters Score -4939129 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4939617.500000 Penalty: 3493.889160
	Iteration 4Q: 3 clusters Score -4939618 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4940139.500000 Penalty: 3493.889160
	Iteration 5Q: 3 clusters Score -4940140 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4940737.000000 Penalty: 3493.889160
	Iteration 6Q: 3 clusters Score -4940737 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4941500.000000 Penalty: 3493.889160
	Iteration 7Q: 3 clusters Score -4941500 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -4942560.500000 Penalty: 3493.889160
	Iteration 8Q: 3 clusters Score -4942560 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4943882.500000 Penalty: 3493.889160
	Iteration 9Q: 3 clusters Score -4943882 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4945577.500000 Penalty: 3493.889160
	Iteration 10F: 3 clusters Score -4945578 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4947157.500000 Penalty: 3493.889160
	Iteration 11F: 3 clusters Score -4947158 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4948355.000000 Penalty: 3493.889160
	Iteration 12Q: 3 clusters Score -4948355 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -4949039.500000 Penalty: 3493.889160
	Iteration 13Q: 3 clusters Score -4949040 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4949396.000000 Penalty: 3493.889160
	Iteration 14Q: 3 clusters Score -4949396 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4949604.000000 Penalty: 3493.889160
	Iteration 15Q: 3 clusters Score -4949604 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -4949720.500000 Penalty: 3493.889160
	Iteration 16Q: 3 clusters Score -4949720 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4949824.500000 Penalty: 3493.889160
	Iteration 17Q: 3 clusters Score -4949824 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4949930.000000 Penalty: 3493.889160
	Iteration 18Q: 3 clusters Score -4949930 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4950066.000000 Penalty: 3493.889160
	Iteration 19Q: 3 clusters Score -4950066 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4950158.500000 Penalty: 3493.889160
	Iteration 20F: 3 clusters Score -4950158 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4950260.500000 Penalty: 3493.889160
	Iteration 21Q: 3 clusters Score -4950260 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4950354.000000 Penalty: 3493.889160
	Iteration 22Q: 3 clusters Score -4950354 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4950421.000000 Penalty: 3493.889160
	Iteration 23Q: 3 clusters Score -4950421 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4950474.500000 Penalty: 3493.889160
	Iteration 24Q: 3 clusters Score -4950474 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4950528.500000 Penalty: 3493.889160
	Iteration 25Q: 3 clusters Score -4950528 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4950597.500000 Penalty: 3493.889160
	Iteration 26Q: 3 clusters Score -4950598 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4950693.000000 Penalty: 3493.889160
	Iteration 27Q: 3 clusters Score -4950693 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4950752.000000 Penalty: 3493.889160
	Iteration 28Q: 3 clusters Score -4950752 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4950816.000000 Penalty: 3493.889160
	Iteration 29Q: 3 clusters Score -4950816 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4950886.500000 Penalty: 3493.889160
	Iteration 30Q: 3 clusters Score -4950886 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4950960.000000 Penalty: 3493.889160
	Iteration 31Q: 3 clusters Score -4950960 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4951035.500000 Penalty: 3493.889160
	Iteration 32Q: 3 clusters Score -4951036 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4951092.500000 Penalty: 3493.889160
	Iteration 33Q: 3 clusters Score -4951092 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4951136.500000 Penalty: 3493.889160
	Iteration 34Q: 3 clusters Score -4951136 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4951218.000000 Penalty: 3493.889160
	Iteration 35Q: 3 clusters Score -4951218 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4951305.500000 Penalty: 3493.889160
	Iteration 36Q: 3 clusters Score -4951306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4951382.000000 Penalty: 3493.889160
	Iteration 37Q: 3 clusters Score -4951382 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4951458.000000 Penalty: 3493.889160
	Iteration 38Q: 3 clusters Score -4951458 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4951528.500000 Penalty: 3493.889160
	Iteration 39Q: 3 clusters Score -4951528 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4951605.000000 Penalty: 3493.889160
	Iteration 40F: 3 clusters Score -4951605 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4951668.000000 Penalty: 3493.889160
	Iteration 41Q: 3 clusters Score -4951668 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4951735.500000 Penalty: 3493.889160
	Iteration 42Q: 3 clusters Score -4951736 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4951795.000000 Penalty: 3493.889160
	Iteration 43Q: 3 clusters Score -4951795 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4951854.000000 Penalty: 3493.889160
	Iteration 44Q: 3 clusters Score -4951854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4951912.000000 Penalty: 3493.889160
	Iteration 45Q: 3 clusters Score -4951912 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4951980.500000 Penalty: 3493.889160
	Iteration 46Q: 3 clusters Score -4951980 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4952055.500000 Penalty: 3493.889160
	Iteration 47Q: 3 clusters Score -4952056 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4952127.000000 Penalty: 3493.889160
	Iteration 48Q: 3 clusters Score -4952127 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4952193.000000 Penalty: 3493.889160
	Iteration 49Q: 3 clusters Score -4952193 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4952256.500000 Penalty: 3493.889160
	Iteration 50Q: 3 clusters Score -4952256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4952340.000000 Penalty: 3493.889160
	Iteration 51Q: 3 clusters Score -4952340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4952370.500000 Penalty: 3493.889160
	Iteration 52Q: 3 clusters Score -4952370 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4952433.000000 Penalty: 3493.889160
	Iteration 53Q: 3 clusters Score -4952433 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4952506.500000 Penalty: 3493.889160
	Iteration 54Q: 3 clusters Score -4952506 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4952594.000000 Penalty: 3493.889160
	Iteration 55Q: 3 clusters Score -4952594 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -4952671.500000 Penalty: 3493.889160
	Iteration 56Q: 3 clusters Score -4952672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4952747 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4952879.500000 Penalty: 3493.889160
	Iteration 58Q: 3 clusters Score -4952880 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4953021.500000 Penalty: 3493.889160
	Iteration 59Q: 3 clusters Score -4953022 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4953189.500000 Penalty: 3493.889160
	Iteration 60F: 3 clusters Score -4953190 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4953410.000000 Penalty: 3493.889160
	Iteration 61Q: 3 clusters Score -4953410 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4953606.500000 Penalty: 3493.889160
	Iteration 62Q: 3 clusters Score -4953606 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4953805.000000 Penalty: 3493.889160
	Iteration 63Q: 3 clusters Score -4953805 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4954030.000000 Penalty: 3493.889160
	Iteration 64Q: 3 clusters Score -4954030 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4954273.500000 Penalty: 3493.889160
	Iteration 65Q: 3 clusters Score -4954274 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4954474.000000 Penalty: 3493.889160
	Iteration 66Q: 3 clusters Score -4954474 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4954634 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4954783.500000 Penalty: 3493.889160
	Iteration 68Q: 3 clusters Score -4954784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4954890.500000 Penalty: 3493.889160
	Iteration 69Q: 3 clusters Score -4954890 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4954968.000000 Penalty: 3493.889160
	Iteration 70Q: 3 clusters Score -4954968 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -4955035.000000 Penalty: 3493.889160
	Iteration 71Q: 3 clusters Score -4955035 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -4955104.500000 Penalty: 3493.889160
	Iteration 72Q: 3 clusters Score -4955104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -4955156.500000 Penalty: 3493.889160
	Iteration 73Q: 3 clusters Score -4955156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -4955203.000000 Penalty: 3493.889160
	Iteration 74Q: 3 clusters Score -4955203 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4955251.500000 Penalty: 3493.889160
	Iteration 75Q: 3 clusters Score -4955252 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -4955271.000000 Penalty: 3493.889160
	Iteration 76Q: 3 clusters Score -4955271 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -4955312.000000 Penalty: 3493.889160
	Iteration 77Q: 3 clusters Score -4955312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -4955350.500000 Penalty: 3493.889160
	Iteration 78Q: 3 clusters Score -4955350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -4955375.000000 Penalty: 3493.889160
	Iteration 79Q: 3 clusters Score -4955375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -4955402.000000 Penalty: 3493.889160
	Iteration 80F: 3 clusters Score -4955402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -4955430.500000 Penalty: 3493.889160
	Iteration 81Q: 3 clusters Score -4955430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -4955458.500000 Penalty: 3493.889160
	Iteration 82Q: 3 clusters Score -4955458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -4955475.500000 Penalty: 3493.889160
	Iteration 83Q: 3 clusters Score -4955476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4955499.500000 Penalty: 3493.889160
	Iteration 84Q: 3 clusters Score -4955500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -4955505.500000 Penalty: 3493.889160
	Iteration 85Q: 3 clusters Score -4955506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -4955521.000000 Penalty: 3493.889160
	Iteration 86Q: 3 clusters Score -4955521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -4955544.000000 Penalty: 3493.889160
	Iteration 87Q: 3 clusters Score -4955544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4955559.000000 Penalty: 3493.889160
	Iteration 88Q: 3 clusters Score -4955559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -4955573.000000 Penalty: 3493.889160
	Iteration 89Q: 3 clusters Score -4955573 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -4955590.500000 Penalty: 3493.889160
	Iteration 90Q: 3 clusters Score -4955590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -4955610.000000 Penalty: 3493.889160
	Iteration 91Q: 3 clusters Score -4955610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -4955617.000000 Penalty: 3493.889160
	Iteration 92Q: 3 clusters Score -4955617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -4955630.000000 Penalty: 3493.889160
	Iteration 93Q: 3 clusters Score -4955630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -4955639.500000 Penalty: 3493.889160
	Iteration 94Q: 3 clusters Score -4955640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -4955657.500000 Penalty: 3493.889160
	Iteration 95Q: 3 clusters Score -4955658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4955669.000000 Penalty: 3493.889160
	Iteration 96Q: 3 clusters Score -4955669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -4955676.500000 Penalty: 3493.889160
	Iteration 97Q: 3 clusters Score -4955676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -4955692.000000 Penalty: 3493.889160
	Iteration 98Q: 3 clusters Score -4955692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -4955705.000000 Penalty: 3493.889160
	Iteration 99Q: 3 clusters Score -4955705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -4955701.500000 Penalty: 3493.889160
	Iteration 100F: 3 clusters Score -4955702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -4955716.500000 Penalty: 3493.889160
	Iteration 101Q: 3 clusters Score -4955716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -4955722.500000 Penalty: 3493.889160
	Iteration 102Q: 3 clusters Score -4955722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -4955721.000000 Penalty: 3493.889160
	Iteration 103Q: 3 clusters Score -4955721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -4955722.000000 Penalty: 3493.889160
	Iteration 104Q: 3 clusters Score -4955722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -4955729.000000 Penalty: 3493.889160
	Iteration 105Q: 3 clusters Score -4955729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -4955735.000000 Penalty: 3493.889160
	Iteration 106Q: 3 clusters Score -4955735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -4955737.000000 Penalty: 3493.889160
	Iteration 107Q: 3 clusters Score -4955737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -4955743.000000 Penalty: 3493.889160
	Iteration 108Q: 3 clusters Score -4955743 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -4955743.500000 Penalty: 3493.889160
	Iteration 109Q: 3 clusters Score -4955744 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -4955737.500000 Penalty: 3493.889160
	Iteration 110Q: 3 clusters Score -4955738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -4955737.500000 Penalty: 3493.889160
	Iteration 111Q: 3 clusters Score -4955738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -4955745.500000 Penalty: 3493.889160
	Iteration 112Q: 3 clusters Score -4955746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -4955739.500000 Penalty: 3493.889160
	Iteration 113Q: 3 clusters Score -4955740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4955746.000000 Penalty: 3493.889160
	Iteration 114Q: 3 clusters Score -4955746 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -4955766.000000 Penalty: 3493.889160
	Iteration 115Q: 3 clusters Score -4955766 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -4955772.500000 Penalty: 3493.889160
	Iteration 116Q: 3 clusters Score -4955772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -4955770.500000 Penalty: 3493.889160
	Iteration 117Q: 3 clusters Score -4955770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4955775.500000 Penalty: 3493.889160
	Iteration 118Q: 3 clusters Score -4955776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -4955781.500000 Penalty: 3493.889160
	Iteration 119Q: 3 clusters Score -4955782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -4955781.000000 Penalty: 3493.889160
	Iteration 120F: 3 clusters Score -4955781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -4955780.000000 Penalty: 3493.889160
	Iteration 121Q: 3 clusters Score -4955780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -4955795.000000 Penalty: 3493.889160
	Iteration 122Q: 3 clusters Score -4955795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -4955794.000000 Penalty: 3493.889160
	Iteration 123Q: 3 clusters Score -4955794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4955798.500000 Penalty: 3493.889160
	Iteration 124Q: 3 clusters Score -4955798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -4955803.000000 Penalty: 3493.889160
	Iteration 125Q: 3 clusters Score -4955803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -4955800.500000 Penalty: 3493.889160
	Iteration 126Q: 3 clusters Score -4955800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -4955802.000000 Penalty: 3493.889160
	Iteration 127Q: 3 clusters Score -4955802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -4955798.000000 Penalty: 3493.889160
	Iteration 128Q: 3 clusters Score -4955798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -4955796.000000 Penalty: 3493.889160
	Iteration 129Q: 3 clusters Score -4955796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4955798.000000 Penalty: 3493.889160
	Iteration 130Q: 3 clusters Score -4955798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -4955794.500000 Penalty: 3493.889160
	Iteration 131Q: 3 clusters Score -4955794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -4955797.500000 Penalty: 3493.889160
	Iteration 132Q: 3 clusters Score -4955798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -4955809.000000 Penalty: 3493.889160
	Iteration 133Q: 3 clusters Score -4955809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -4955815.000000 Penalty: 3493.889160
	Iteration 134Q: 3 clusters Score -4955815 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -4955815.000000 Penalty: 3493.889160
	Iteration 135Q: 3 clusters Score -4955815 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -4955825.000000 Penalty: 3493.889160
	Iteration 136Q: 3 clusters Score -4955825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -4955819.000000 Penalty: 3493.889160
	Iteration 137Q: 3 clusters Score -4955819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -4955823.500000 Penalty: 3493.889160
	Iteration 138Q: 3 clusters Score -4955824 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -4955829.000000 Penalty: 3493.889160
	Iteration 139Q: 3 clusters Score -4955829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -4955829.500000 Penalty: 3493.889160
	Iteration 140F: 3 clusters Score -4955830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -4955834.500000 Penalty: 3493.889160
	Iteration 141Q: 3 clusters Score -4955834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -4955831.000000 Penalty: 3493.889160
	Iteration 142Q: 3 clusters Score -4955831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -4955833.000000 Penalty: 3493.889160
	Iteration 143Q: 3 clusters Score -4955833 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -4955832.000000 Penalty: 3493.889160
	Iteration 144Q: 3 clusters Score -4955832 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -4955829.000000 Penalty: 3493.889160
	Iteration 145Q: 3 clusters Score -4955829 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -4955835.500000 Penalty: 3493.889160
	Iteration 146Q: 3 clusters Score -4955836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -4955834.000000 Penalty: 3493.889160
	Iteration 147Q: 3 clusters Score -4955834 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -4955841.000000 Penalty: 3493.889160
	Iteration 148Q: 3 clusters Score -4955841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -4955837.500000 Penalty: 3493.889160
	Iteration 149Q: 3 clusters Score -4955838 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -4955834.000000 Penalty: 3493.889160
	Iteration 150Q: 3 clusters Score -4955834 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -4955834.000000 Penalty: 3493.889160
	Iteration 151F: 3 clusters Score -4955834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Entering Unmasked Estep 
Score: -6629385.000000 Penalty: 1793.145996
	Iteration 0F: 2 clusters Score -6629385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -6587948.500000 Penalty: 3586.291992
	Iteration 0F: 3 clusters Score -6587948 nChanged 29365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6604768.000000 Penalty: 3586.291992
	Iteration 1F: 3 clusters Score -6604768 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6605600.500000 Penalty: 3586.291992
	Iteration 2Q: 3 clusters Score -6605600 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -6606874.000000 Penalty: 3586.291992
	Iteration 3Q: 3 clusters Score -6606874 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -6608903.500000 Penalty: 3586.291992
	Iteration 4F: 3 clusters Score -6608904 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6612202.000000 Penalty: 3586.291992
	Iteration 5F: 3 clusters Score -6612202 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6616696.500000 Penalty: 3586.291992
	Iteration 6F: 3 clusters Score -6616696 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -6621045.000000 Penalty: 3586.291992
	Iteration 7F: 3 clusters Score -6621045 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -6623866.000000 Penalty: 3586.291992
	Iteration 8F: 3 clusters Score -6623866 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6625480.500000 Penalty: 3586.291992
	Iteration 9Q: 3 clusters Score -6625480 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -6626364.000000 Penalty: 3586.291992
	Iteration 10Q: 3 clusters Score -6626364 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -6627008.500000 Penalty: 3586.291992
	Iteration 11Q: 3 clusters Score -6627008 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -6627489.000000 Penalty: 3586.291992
	Iteration 12Q: 3 clusters Score -6627489 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -6627883.500000 Penalty: 3586.291992
	Iteration 13Q: 3 clusters Score -6627884 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -6628172.000000 Penalty: 3586.291992
	Iteration 14Q: 3 clusters Score -6628172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -6628326.500000 Penalty: 3586.291992
	Iteration 15Q: 3 clusters Score -6628326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -6628429.500000 Penalty: 3586.291992
	Iteration 16Q: 3 clusters Score -6628430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -6628495.000000 Penalty: 3586.291992
	Iteration 17Q: 3 clusters Score -6628495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -6628535.500000 Penalty: 3586.291992
	Iteration 18Q: 3 clusters Score -6628536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -6628576.000000 Penalty: 3586.291992
	Iteration 19Q: 3 clusters Score -6628576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -6628593.500000 Penalty: 3586.291992
	Iteration 20F: 3 clusters Score -6628594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -6628610.000000 Penalty: 3586.291992
	Iteration 21Q: 3 clusters Score -6628610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -6628618.000000 Penalty: 3586.291992
	Iteration 22Q: 3 clusters Score -6628618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -6628628.500000 Penalty: 3586.291992
	Iteration 23Q: 3 clusters Score -6628628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -6628625.000000 Penalty: 3586.291992
	Iteration 24Q: 3 clusters Score -6628625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -6628627.000000 Penalty: 3586.291992
	Iteration 25Q: 3 clusters Score -6628627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -6628627.000000 Penalty: 3586.291992
	Iteration 26F: 3 clusters Score -6628627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -287655.531250 Penalty: 1287.661743
	Iteration 0F: 2 clusters Score -287655.5 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 1365 members 
Entering Unmasked Estep 
Score: -285044.468750 Penalty: 2575.323486
	Iteration 0F: 3 clusters Score -285044.5 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -285662.250000 Penalty: 2575.323486
	Iteration 1F: 3 clusters Score -285662.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -285791.312500 Penalty: 2575.323486
	Iteration 2F: 3 clusters Score -285791.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285863.718750 Penalty: 2575.323486
	Iteration 3Q: 3 clusters Score -285863.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285915.968750 Penalty: 2575.323486
	Iteration 4Q: 3 clusters Score -285916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285941.437500 Penalty: 2575.323486
	Iteration 5Q: 3 clusters Score -285941.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -285959.906250 Penalty: 2575.323486
	Iteration 6Q: 3 clusters Score -285959.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -285975.312500 Penalty: 2575.323486
	Iteration 7Q: 3 clusters Score -285975.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285987.000000 Penalty: 2575.323486
	Iteration 8Q: 3 clusters Score -285987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -285998.500000 Penalty: 2575.323486
	Iteration 9Q: 3 clusters Score -285998.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -286009.562500 Penalty: 2575.323486
	Iteration 10Q: 3 clusters Score -286009.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -286018.375000 Penalty: 2575.323486
	Iteration 11Q: 3 clusters Score -286018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286024.906250 Penalty: 2575.323486
	Iteration 12Q: 3 clusters Score -286024.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286029.937500 Penalty: 2575.323486
	Iteration 13Q: 3 clusters Score -286029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286031.625000 Penalty: 2575.323486
	Iteration 14Q: 3 clusters Score -286031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286033.093750 Penalty: 2575.323486
	Iteration 15Q: 3 clusters Score -286033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -286034.687500 Penalty: 2575.323486
	Iteration 16Q: 3 clusters Score -286034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286036.093750 Penalty: 2575.323486
	Iteration 17Q: 3 clusters Score -286036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -286036.937500 Penalty: 2575.323486
	Iteration 18Q: 3 clusters Score -286036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286037.250000 Penalty: 2575.323486
	Iteration 19Q: 3 clusters Score -286037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286038.156250 Penalty: 2575.323486
	Iteration 20F: 3 clusters Score -286038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 206253 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89918 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28976 members 
Mstep: Class 12 contains 34040 members 
Mstep: Class 13 contains 38208 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 46338 members 
Mstep: Class 17 contains 22806 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 61991 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216992.000000 Penalty: 41459.531250
Iteration 319Q: 20 clusters Score -7.021699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 206268 members 
Mstep: Class 5 contains 19196 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89891 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28979 members 
Mstep: Class 12 contains 34043 members 
Mstep: Class 13 contains 38202 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46339 members 
Mstep: Class 17 contains 22814 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 61996 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216992.000000 Penalty: 41459.531250
Iteration 320F: 20 clusters Score -7.021699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 206273 members 
Mstep: Class 5 contains 19197 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89861 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28980 members 
Mstep: Class 12 contains 34050 members 
Mstep: Class 13 contains 38199 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46344 members 
Mstep: Class 17 contains 22821 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 62003 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 321Q: 20 clusters Score -7.021698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 206274 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89827 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28985 members 
Mstep: Class 12 contains 34055 members 
Mstep: Class 13 contains 38196 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46351 members 
Mstep: Class 17 contains 22831 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62011 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216960.000000 Penalty: 41459.531250
Iteration 322Q: 20 clusters Score -7.021696e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 206287 members 
Mstep: Class 5 contains 19192 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89791 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28991 members 
Mstep: Class 12 contains 34056 members 
Mstep: Class 13 contains 38193 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46359 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62021 members 
Mstep: Class 20 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 323Q: 20 clusters Score -7.021698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 206303 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89766 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 34056 members 
Mstep: Class 13 contains 38192 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46371 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 62020 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216984.000000 Penalty: 41459.531250
Iteration 324Q: 20 clusters Score -7.021698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14487 members 
Mstep: Class 4 contains 206323 members 
Mstep: Class 5 contains 19190 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89742 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 34058 members 
Mstep: Class 13 contains 38188 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46380 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 62019 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 325Q: 20 clusters Score -7.021698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 206336 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89722 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 34058 members 
Mstep: Class 13 contains 38189 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46383 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 62026 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217016.000000 Penalty: 41459.531250
Iteration 326Q: 20 clusters Score -7.021702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 206343 members 
Mstep: Class 5 contains 19190 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89707 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 34059 members 
Mstep: Class 13 contains 38189 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46389 members 
Mstep: Class 17 contains 22835 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 62031 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217016.000000 Penalty: 41459.531250
Iteration 327Q: 20 clusters Score -7.021702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14473 members 
Mstep: Class 4 contains 206354 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89696 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 34060 members 
Mstep: Class 13 contains 38186 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46391 members 
Mstep: Class 17 contains 22835 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 62031 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 41459.531250
Iteration 328Q: 20 clusters Score -7.021698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14467 members 
Mstep: Class 4 contains 206368 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89686 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28991 members 
Mstep: Class 12 contains 34063 members 
Mstep: Class 13 contains 38184 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49433 members 
Mstep: Class 16 contains 46395 members 
Mstep: Class 17 contains 22836 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62030 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217024.000000 Penalty: 41459.531250
Iteration 329Q: 20 clusters Score -7.021702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 206369 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89676 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 34068 members 
Mstep: Class 13 contains 38184 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49433 members 
Mstep: Class 16 contains 46396 members 
Mstep: Class 17 contains 22837 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62033 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 330Q: 20 clusters Score -7.021707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 206365 members 
Mstep: Class 5 contains 19193 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89677 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 38183 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49433 members 
Mstep: Class 16 contains 46396 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62034 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217120.000000 Penalty: 41459.531250
Iteration 331Q: 20 clusters Score -7.021712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14460 members 
Mstep: Class 4 contains 206357 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89681 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34071 members 
Mstep: Class 13 contains 38182 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49433 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62035 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217096.000000 Penalty: 41459.531250
Iteration 332Q: 20 clusters Score -7.02171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14459 members 
Mstep: Class 4 contains 206355 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89685 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34070 members 
Mstep: Class 13 contains 38182 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62036 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217088.000000 Penalty: 41459.531250
Iteration 333Q: 20 clusters Score -7.021709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14458 members 
Mstep: Class 4 contains 206349 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89690 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34071 members 
Mstep: Class 13 contains 38182 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62037 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217112.000000 Penalty: 41459.531250
Iteration 334Q: 20 clusters Score -7.021711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14456 members 
Mstep: Class 4 contains 206346 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89690 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34074 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46398 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62039 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 335Q: 20 clusters Score -7.021717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14452 members 
Mstep: Class 4 contains 206341 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89694 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28996 members 
Mstep: Class 12 contains 34075 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46400 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62042 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217152.000000 Penalty: 41459.531250
Iteration 336Q: 20 clusters Score -7.021715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14449 members 
Mstep: Class 4 contains 206334 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89699 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46401 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62043 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 337Q: 20 clusters Score -7.021713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14448 members 
Mstep: Class 4 contains 206332 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89702 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46398 members 
Mstep: Class 17 contains 22839 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62043 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217120.000000 Penalty: 41459.531250
Iteration 338Q: 20 clusters Score -7.021712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 206331 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89705 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62044 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217144.000000 Penalty: 41459.531250
Iteration 339Q: 20 clusters Score -7.021714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14445 members 
Mstep: Class 4 contains 206325 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89710 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28997 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22839 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62046 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 340F: 20 clusters Score -7.021713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14443 members 
Mstep: Class 4 contains 206324 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28996 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22841 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62046 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217080.000000 Penalty: 41459.531250
Iteration 341Q: 20 clusters Score -7.021708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14441 members 
Mstep: Class 4 contains 206321 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89716 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28996 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22843 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62045 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217096.000000 Penalty: 41459.531250
Iteration 342Q: 20 clusters Score -7.02171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14439 members 
Mstep: Class 4 contains 206316 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89719 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22847 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62046 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 343Q: 20 clusters Score -7.021706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14439 members 
Mstep: Class 4 contains 206310 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89723 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 22847 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62048 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 344Q: 20 clusters Score -7.021705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 206308 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89731 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38179 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 46398 members 
Mstep: Class 17 contains 22847 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62047 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 345Q: 20 clusters Score -7.021706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 206306 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89738 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28996 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38178 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46399 members 
Mstep: Class 17 contains 22846 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62048 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217088.000000 Penalty: 41459.531250
Iteration 346Q: 20 clusters Score -7.021709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 206307 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89741 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 28998 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46400 members 
Mstep: Class 17 contains 22846 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62051 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 347Q: 20 clusters Score -7.021705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14420 members 
Mstep: Class 4 contains 206303 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89743 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 29000 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38178 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46401 members 
Mstep: Class 17 contains 22847 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62051 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 348Q: 20 clusters Score -7.021706e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14418 members 
Mstep: Class 4 contains 206298 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89743 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 29001 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38179 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46404 members 
Mstep: Class 17 contains 22849 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62052 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217024.000000 Penalty: 41459.531250
Iteration 349Q: 20 clusters Score -7.021702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206299 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89741 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 29002 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 46406 members 
Mstep: Class 17 contains 22852 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62051 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 350Q: 20 clusters Score -7.021706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14416 members 
Mstep: Class 4 contains 206303 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89727 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 29003 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38179 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46411 members 
Mstep: Class 17 contains 22853 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62052 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217040.000000 Penalty: 41459.531250
Iteration 351Q: 20 clusters Score -7.021704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 206305 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89719 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 29003 members 
Mstep: Class 12 contains 34077 members 
Mstep: Class 13 contains 38178 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46414 members 
Mstep: Class 17 contains 22855 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62053 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217040.000000 Penalty: 41459.531250
Iteration 352Q: 20 clusters Score -7.021704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 206308 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89711 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 29004 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46415 members 
Mstep: Class 17 contains 22856 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62055 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 353Q: 20 clusters Score -7.021705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 206307 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89707 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 29005 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46415 members 
Mstep: Class 17 contains 22858 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62055 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 354Q: 20 clusters Score -7.021703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 206307 members 
Mstep: Class 5 contains 19196 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89699 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 29008 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46416 members 
Mstep: Class 17 contains 22859 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217016.000000 Penalty: 41459.531250
Iteration 355Q: 20 clusters Score -7.021702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 206303 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89696 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 29009 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46418 members 
Mstep: Class 17 contains 22861 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217040.000000 Penalty: 41459.531250
Iteration 356Q: 20 clusters Score -7.021704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14416 members 
Mstep: Class 4 contains 206302 members 
Mstep: Class 5 contains 19202 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89689 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46419 members 
Mstep: Class 17 contains 22862 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 357Q: 20 clusters Score -7.021706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206298 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89686 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29011 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46421 members 
Mstep: Class 17 contains 22862 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 358Q: 20 clusters Score -7.021703e+07 nChanged 14
Entering ConstructFrom: 
Score: -70217032.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -223367.625000 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -223367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -221066.562500 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -221066.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -221692.593750 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -221692.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -221872.218750 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -221872.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221980.187500 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -221980.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -222044.500000 Penalty: 2521.874512
	Iteration 4Q: 3 clusters Score -222044.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -222080.218750 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -222080.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -222110.890625 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -222110.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -222142.031250 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -222142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -222177.906250 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -222177.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -222235.484375 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -222235.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222328.546875 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -222328.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -222426.843750 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -222426.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -222539.484375 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -222539.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -222637.593750 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -222637.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -222693.500000 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -222693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -222716.515625 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -222716.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -222732.468750 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -222732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -222739.578125 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -222739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -222744.937500 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -222744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -222748.437500 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -222748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -222788.390625 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -222788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -222862.125000 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -222862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -222936.000000 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -222936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -222987.578125 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -222987.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223031.109375 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -223031.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -223067.406250 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -223067.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -223095.000000 Penalty: 2521.874512
	Iteration 26Q: 3 clusters Score -223095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223122.921875 Penalty: 2521.874512
	Iteration 27Q: 3 clusters Score -223122.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223140.640625 Penalty: 2521.874512
	Iteration 28Q: 3 clusters Score -223140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223151.656250 Penalty: 2521.874512
	Iteration 29Q: 3 clusters Score -223151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -223162.984375 Penalty: 2521.874512
	Iteration 30Q: 3 clusters Score -223163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -223170.218750 Penalty: 2521.874512
	Iteration 31Q: 3 clusters Score -223170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223178.406250 Penalty: 2521.874512
	Iteration 32Q: 3 clusters Score -223178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -223186.843750 Penalty: 2521.874512
	Iteration 33Q: 3 clusters Score -223186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -223192.953125 Penalty: 2521.874512
	Iteration 34Q: 3 clusters Score -223193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -223198.390625 Penalty: 2521.874512
	Iteration 35Q: 3 clusters Score -223198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -223202.203125 Penalty: 2521.874512
	Iteration 36Q: 3 clusters Score -223202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -223206.203125 Penalty: 2521.874512
	Iteration 37Q: 3 clusters Score -223206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223207.218750 Penalty: 2521.874512
	Iteration 38Q: 3 clusters Score -223207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223208.500000 Penalty: 2521.874512
	Iteration 39Q: 3 clusters Score -223208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223209.156250 Penalty: 2521.874512
	Iteration 40F: 3 clusters Score -223209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -223209.312500 Penalty: 2521.874512
	Iteration 41Q: 3 clusters Score -223209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -223209.312500 Penalty: 2521.874512
	Iteration 42F: 3 clusters Score -223209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -410291.906250 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -410291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -406867.937500 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -406867.9 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -407844.406250 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -407844.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -408232.718750 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -408232.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -408671.781250 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -408671.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -409023.000000 Penalty: 2707.921875
	Iteration 4F: 3 clusters Score -409023 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -409356.156250 Penalty: 2707.921875
	Iteration 5F: 3 clusters Score -409356.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -409633.406250 Penalty: 2707.921875
	Iteration 6F: 3 clusters Score -409633.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -409835.531250 Penalty: 2707.921875
	Iteration 7F: 3 clusters Score -409835.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -409945.812500 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -409945.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -410003.593750 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -410003.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -410032.250000 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -410032.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -410040.937500 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -410040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -410045.250000 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -410045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -410050.593750 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -410050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -410054.781250 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -410054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -410058.812500 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -410058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -410060.593750 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -410060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -410062.562500 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -410062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -410063.656250 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -410063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -410063.906250 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -410063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -410065.718750 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -410065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -410066.593750 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -410066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -410066.781250 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -410066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -410067.937500 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -410067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -410068.187500 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -410068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -410068.718750 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -410068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -410070.125000 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -410070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -410071.375000 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -410071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -410072.093750 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -410072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -410073.312500 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -410073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -410074.218750 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -410074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -410074.656250 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -410074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -410075.312500 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -410075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -410075.312500 Penalty: 2707.921875
	Iteration 33F: 3 clusters Score -410075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Entering Unmasked Estep 
Score: -1538291.000000 Penalty: 1556.104004
	Iteration 0F: 2 clusters Score -1538291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1528235.250000 Penalty: 3112.208008
	Iteration 0F: 3 clusters Score -1528235 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1531869.375000 Penalty: 3112.208008
	Iteration 1F: 3 clusters Score -1531869 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1532310.875000 Penalty: 3112.208008
	Iteration 2F: 3 clusters Score -1532311 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1532761.625000 Penalty: 3112.208008
	Iteration 3F: 3 clusters Score -1532762 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1533158.000000 Penalty: 3112.208008
	Iteration 4F: 3 clusters Score -1533158 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1533531.000000 Penalty: 3112.208008
	Iteration 5Q: 3 clusters Score -1533531 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1533911.375000 Penalty: 3112.208008
	Iteration 6Q: 3 clusters Score -1533911 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1534233.750000 Penalty: 3112.208008
	Iteration 7Q: 3 clusters Score -1534234 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1534464.500000 Penalty: 3112.208008
	Iteration 8Q: 3 clusters Score -1534464 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1534648.500000 Penalty: 3112.208008
	Iteration 9Q: 3 clusters Score -1534648 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1534805.000000 Penalty: 3112.208008
	Iteration 10Q: 3 clusters Score -1534805 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1534960.875000 Penalty: 3112.208008
	Iteration 11Q: 3 clusters Score -1534961 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1535110.500000 Penalty: 3112.208008
	Iteration 12Q: 3 clusters Score -1535110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1535250.250000 Penalty: 3112.208008
	Iteration 13Q: 3 clusters Score -1535250 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1535367.125000 Penalty: 3112.208008
	Iteration 14Q: 3 clusters Score -1535367 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1535474.250000 Penalty: 3112.208008
	Iteration 15Q: 3 clusters Score -1535474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1535603.625000 Penalty: 3112.208008
	Iteration 16Q: 3 clusters Score -1535604 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1535736.250000 Penalty: 3112.208008
	Iteration 17Q: 3 clusters Score -1535736 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1535875.875000 Penalty: 3112.208008
	Iteration 18Q: 3 clusters Score -1535876 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1535978.625000 Penalty: 3112.208008
	Iteration 19Q: 3 clusters Score -1535979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1536060.000000 Penalty: 3112.208008
	Iteration 20F: 3 clusters Score -1536060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1536136.875000 Penalty: 3112.208008
	Iteration 21Q: 3 clusters Score -1536137 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1536199.125000 Penalty: 3112.208008
	Iteration 22Q: 3 clusters Score -1536199 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1536246.000000 Penalty: 3112.208008
	Iteration 23Q: 3 clusters Score -1536246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1536291.500000 Penalty: 3112.208008
	Iteration 24Q: 3 clusters Score -1536292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1536330.500000 Penalty: 3112.208008
	Iteration 25Q: 3 clusters Score -1536330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1536367.250000 Penalty: 3112.208008
	Iteration 26Q: 3 clusters Score -1536367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1536403.875000 Penalty: 3112.208008
	Iteration 27Q: 3 clusters Score -1536404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1536430.125000 Penalty: 3112.208008
	Iteration 28Q: 3 clusters Score -1536430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1536452.375000 Penalty: 3112.208008
	Iteration 29Q: 3 clusters Score -1536452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1536468.125000 Penalty: 3112.208008
	Iteration 30Q: 3 clusters Score -1536468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1536488.875000 Penalty: 3112.208008
	Iteration 31Q: 3 clusters Score -1536489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1536505.500000 Penalty: 3112.208008
	Iteration 32Q: 3 clusters Score -1536506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1536522.000000 Penalty: 3112.208008
	Iteration 33Q: 3 clusters Score -1536522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1536537.125000 Penalty: 3112.208008
	Iteration 34Q: 3 clusters Score -1536537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1536562.625000 Penalty: 3112.208008
	Iteration 35Q: 3 clusters Score -1536563 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1536581.125000 Penalty: 3112.208008
	Iteration 36Q: 3 clusters Score -1536581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1536596.750000 Penalty: 3112.208008
	Iteration 37Q: 3 clusters Score -1536597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1536619.250000 Penalty: 3112.208008
	Iteration 38Q: 3 clusters Score -1536619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1536650.375000 Penalty: 3112.208008
	Iteration 39Q: 3 clusters Score -1536650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1536673.250000 Penalty: 3112.208008
	Iteration 40F: 3 clusters Score -1536673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1536692.000000 Penalty: 3112.208008
	Iteration 41Q: 3 clusters Score -1536692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1536716.875000 Penalty: 3112.208008
	Iteration 42Q: 3 clusters Score -1536717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1536732.000000 Penalty: 3112.208008
	Iteration 43Q: 3 clusters Score -1536732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1536750.875000 Penalty: 3112.208008
	Iteration 44Q: 3 clusters Score -1536751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1536769.625000 Penalty: 3112.208008
	Iteration 45Q: 3 clusters Score -1536770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1536789.125000 Penalty: 3112.208008
	Iteration 46Q: 3 clusters Score -1536789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1536802.875000 Penalty: 3112.208008
	Iteration 47Q: 3 clusters Score -1536803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1536827.375000 Penalty: 3112.208008
	Iteration 48Q: 3 clusters Score -1536827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1536844.000000 Penalty: 3112.208008
	Iteration 49Q: 3 clusters Score -1536844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1536858.750000 Penalty: 3112.208008
	Iteration 50Q: 3 clusters Score -1536859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1536865.375000 Penalty: 3112.208008
	Iteration 51Q: 3 clusters Score -1536865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1536878.625000 Penalty: 3112.208008
	Iteration 52Q: 3 clusters Score -1536879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1536895.000000 Penalty: 3112.208008
	Iteration 53Q: 3 clusters Score -1536895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1536903.750000 Penalty: 3112.208008
	Iteration 54Q: 3 clusters Score -1536904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1536914.375000 Penalty: 3112.208008
	Iteration 55Q: 3 clusters Score -1536914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1536924.750000 Penalty: 3112.208008
	Iteration 56Q: 3 clusters Score -1536925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1536943.125000 Penalty: 3112.208008
	Iteration 57Q: 3 clusters Score -1536943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1536945.500000 Penalty: 3112.208008
	Iteration 58Q: 3 clusters Score -1536946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1536955.125000 Penalty: 3112.208008
	Iteration 59Q: 3 clusters Score -1536955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1536963.375000 Penalty: 3112.208008
	Iteration 60F: 3 clusters Score -1536963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1536965.875000 Penalty: 3112.208008
	Iteration 61Q: 3 clusters Score -1536966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1536974.875000 Penalty: 3112.208008
	Iteration 62Q: 3 clusters Score -1536975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1536978.500000 Penalty: 3112.208008
	Iteration 63Q: 3 clusters Score -1536978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1536986.875000 Penalty: 3112.208008
	Iteration 64Q: 3 clusters Score -1536987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1536998.750000 Penalty: 3112.208008
	Iteration 65Q: 3 clusters Score -1536999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1537014.250000 Penalty: 3112.208008
	Iteration 66Q: 3 clusters Score -1537014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1537019.625000 Penalty: 3112.208008
	Iteration 67Q: 3 clusters Score -1537020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1537039.750000 Penalty: 3112.208008
	Iteration 68Q: 3 clusters Score -1537040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1537049.875000 Penalty: 3112.208008
	Iteration 69Q: 3 clusters Score -1537050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1537059.750000 Penalty: 3112.208008
	Iteration 70Q: 3 clusters Score -1537060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1537063.625000 Penalty: 3112.208008
	Iteration 71Q: 3 clusters Score -1537064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1537069.750000 Penalty: 3112.208008
	Iteration 72Q: 3 clusters Score -1537070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1537073.375000 Penalty: 3112.208008
	Iteration 73Q: 3 clusters Score -1537073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1537072.500000 Penalty: 3112.208008
	Iteration 74Q: 3 clusters Score -1537072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1537072.750000 Penalty: 3112.208008
	Iteration 75Q: 3 clusters Score -1537073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1537073.625000 Penalty: 3112.208008
	Iteration 76Q: 3 clusters Score -1537074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1537073.250000 Penalty: 3112.208008
	Iteration 77Q: 3 clusters Score -1537073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1537071.250000 Penalty: 3112.208008
	Iteration 78Q: 3 clusters Score -1537071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1537072.875000 Penalty: 3112.208008
	Iteration 79Q: 3 clusters Score -1537073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1537073.500000 Penalty: 3112.208008
	Iteration 80F: 3 clusters Score -1537074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1537075.875000 Penalty: 3112.208008
	Iteration 81Q: 3 clusters Score -1537076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1537077.000000 Penalty: 3112.208008
	Iteration 82Q: 3 clusters Score -1537077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1537077.625000 Penalty: 3112.208008
	Iteration 83Q: 3 clusters Score -1537078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1537078.125000 Penalty: 3112.208008
	Iteration 84Q: 3 clusters Score -1537078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1537080.375000 Penalty: 3112.208008
	Iteration 85Q: 3 clusters Score -1537080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1537082.125000 Penalty: 3112.208008
	Iteration 86Q: 3 clusters Score -1537082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1537083.625000 Penalty: 3112.208008
	Iteration 87Q: 3 clusters Score -1537084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1537085.000000 Penalty: 3112.208008
	Iteration 88Q: 3 clusters Score -1537085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1537083.125000 Penalty: 3112.208008
	Iteration 89Q: 3 clusters Score -1537083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1537083.000000 Penalty: 3112.208008
	Iteration 90Q: 3 clusters Score -1537083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1537082.250000 Penalty: 3112.208008
	Iteration 91Q: 3 clusters Score -1537082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1537082.500000 Penalty: 3112.208008
	Iteration 92Q: 3 clusters Score -1537082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1537084.500000 Penalty: 3112.208008
	Iteration 93Q: 3 clusters Score -1537084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1537083.625000 Penalty: 3112.208008
	Iteration 94Q: 3 clusters Score -1537084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1537082.750000 Penalty: 3112.208008
	Iteration 95Q: 3 clusters Score -1537083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1537082.000000 Penalty: 3112.208008
	Iteration 96Q: 3 clusters Score -1537082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1537083.000000 Penalty: 3112.208008
	Iteration 97Q: 3 clusters Score -1537083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1537084.125000 Penalty: 3112.208008
	Iteration 98Q: 3 clusters Score -1537084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1537083.625000 Penalty: 3112.208008
	Iteration 99Q: 3 clusters Score -1537084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1537082.250000 Penalty: 3112.208008
	Iteration 100F: 3 clusters Score -1537082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1537084.500000 Penalty: 3112.208008
	Iteration 101Q: 3 clusters Score -1537084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1537084.125000 Penalty: 3112.208008
	Iteration 102Q: 3 clusters Score -1537084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1537085.125000 Penalty: 3112.208008
	Iteration 103Q: 3 clusters Score -1537085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1537086.000000 Penalty: 3112.208008
	Iteration 104Q: 3 clusters Score -1537086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1537085.500000 Penalty: 3112.208008
	Iteration 105Q: 3 clusters Score -1537086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1537086.875000 Penalty: 3112.208008
	Iteration 106Q: 3 clusters Score -1537087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1537086.375000 Penalty: 3112.208008
	Iteration 107Q: 3 clusters Score -1537086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1537086.375000 Penalty: 3112.208008
	Iteration 108Q: 3 clusters Score -1537086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1537086.250000 Penalty: 3112.208008
	Iteration 109Q: 3 clusters Score -1537086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1537086.250000 Penalty: 3112.208008
	Iteration 110Q: 3 clusters Score -1537086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1537086.250000 Penalty: 3112.208008
	Iteration 111F: 3 clusters Score -1537086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (206293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206293 members 
Entering Unmasked Estep 
Score: -21677558.000000 Penalty: 1988.521118
	Iteration 0F: 2 clusters Score -2.167756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -21541312.000000 Penalty: 3977.042236
	Iteration 0F: 3 clusters Score -2.154131e+07 nChanged 100108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -21600438.000000 Penalty: 3977.042236
	Iteration 1F: 3 clusters Score -2.160044e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -21601886.000000 Penalty: 3977.042236
	Iteration 2Q: 3 clusters Score -2.160189e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -21604308.000000 Penalty: 3977.042236
	Iteration 3Q: 3 clusters Score -2.160431e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -21608918.000000 Penalty: 3977.042236
	Iteration 4Q: 3 clusters Score -2.160892e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -21617738.000000 Penalty: 3977.042236
	Iteration 5F: 3 clusters Score -2.161774e+07 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -21632394.000000 Penalty: 3977.042236
	Iteration 6F: 3 clusters Score -2.163239e+07 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 177991 members 
Entering Unmasked Estep 
Score: -21650636.000000 Penalty: 3977.042236
	Iteration 7F: 3 clusters Score -2.165064e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 193134 members 
Entering Unmasked Estep 
Score: -21665214.000000 Penalty: 3977.042236
	Iteration 8F: 3 clusters Score -2.166521e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 201509 members 
Entering Unmasked Estep 
Score: -21672288.000000 Penalty: 3977.042236
	Iteration 9Q: 3 clusters Score -2.167229e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 204933 members 
Entering Unmasked Estep 
Score: -21674860.000000 Penalty: 3977.042236
	Iteration 10Q: 3 clusters Score -2.167486e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 205911 members 
Entering Unmasked Estep 
Score: -21675502.000000 Penalty: 3977.042236
	Iteration 11Q: 3 clusters Score -2.16755e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206100 members 
Entering Unmasked Estep 
Score: -21675676.000000 Penalty: 3977.042236
	Iteration 12Q: 3 clusters Score -2.167568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206146 members 
Entering Unmasked Estep 
Score: -21675766.000000 Penalty: 3977.042236
	Iteration 13Q: 3 clusters Score -2.167577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -21675808.000000 Penalty: 3977.042236
	Iteration 14Q: 3 clusters Score -2.167581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -21675816.000000 Penalty: 3977.042236
	Iteration 15Q: 3 clusters Score -2.167582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 206167 members 
Entering Unmasked Estep 
Score: -21675824.000000 Penalty: 3977.042236
	Iteration 16Q: 3 clusters Score -2.167582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 206167 members 
Entering Unmasked Estep 
Score: -21675830.000000 Penalty: 3977.042236
	Iteration 17Q: 3 clusters Score -2.167583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206165 members 
Entering Unmasked Estep 
Score: -21675834.000000 Penalty: 3977.042236
	Iteration 18Q: 3 clusters Score -2.167583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206165 members 
Entering Unmasked Estep 
Score: -21675834.000000 Penalty: 3977.042236
	Iteration 19F: 3 clusters Score -2.167583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Entering Unmasked Estep 
Score: -2056781.875000 Penalty: 1602.733887
	Iteration 0F: 2 clusters Score -2056782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2043635.125000 Penalty: 3205.467773
	Iteration 0F: 3 clusters Score -2043635 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2048343.000000 Penalty: 3205.467773
	Iteration 1F: 3 clusters Score -2048343 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2048579.625000 Penalty: 3205.467773
	Iteration 2Q: 3 clusters Score -2048580 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2048780.500000 Penalty: 3205.467773
	Iteration 3Q: 3 clusters Score -2048780 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2048967.000000 Penalty: 3205.467773
	Iteration 4Q: 3 clusters Score -2048967 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2049141.125000 Penalty: 3205.467773
	Iteration 5Q: 3 clusters Score -2049141 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2049332.250000 Penalty: 3205.467773
	Iteration 6Q: 3 clusters Score -2049332 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2049596.250000 Penalty: 3205.467773
	Iteration 7Q: 3 clusters Score -2049596 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2049979.625000 Penalty: 3205.467773
	Iteration 8Q: 3 clusters Score -2049980 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2050512.125000 Penalty: 3205.467773
	Iteration 9F: 3 clusters Score -2050512 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2051345.000000 Penalty: 3205.467773
	Iteration 10F: 3 clusters Score -2051345 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2052467.875000 Penalty: 3205.467773
	Iteration 11F: 3 clusters Score -2052468 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2053620.000000 Penalty: 3205.467773
	Iteration 12F: 3 clusters Score -2053620 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2054480.125000 Penalty: 3205.467773
	Iteration 13Q: 3 clusters Score -2054480 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2054955.625000 Penalty: 3205.467773
	Iteration 14Q: 3 clusters Score -2054956 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2055169.750000 Penalty: 3205.467773
	Iteration 15Q: 3 clusters Score -2055170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2055262.875000 Penalty: 3205.467773
	Iteration 16Q: 3 clusters Score -2055263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2055307.125000 Penalty: 3205.467773
	Iteration 17Q: 3 clusters Score -2055307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2055337.625000 Penalty: 3205.467773
	Iteration 18Q: 3 clusters Score -2055338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2055349.625000 Penalty: 3205.467773
	Iteration 19Q: 3 clusters Score -2055350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2055365.000000 Penalty: 3205.467773
	Iteration 20F: 3 clusters Score -2055365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2055374.375000 Penalty: 3205.467773
	Iteration 21Q: 3 clusters Score -2055374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2055381.250000 Penalty: 3205.467773
	Iteration 22Q: 3 clusters Score -2055381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2055390.625000 Penalty: 3205.467773
	Iteration 23Q: 3 clusters Score -2055391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2055392.500000 Penalty: 3205.467773
	Iteration 24Q: 3 clusters Score -2055392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2055392.500000 Penalty: 3205.467773
	Iteration 25F: 3 clusters Score -2055392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27259.242188 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27259.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27375.615234 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27375.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27418.708984 Penalty: 1900.092651
	Iteration 2Q: 3 clusters Score -27418.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27424.712891 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -27424.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27432.281250 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27432.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27435.017578 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27435.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27437.623047 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27437.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27437.623047 Penalty: 1900.092651
	Iteration 7F: 3 clusters Score -27437.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -44088.515625 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -44088.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43123.796875 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -43123.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43343.640625 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -43343.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43386.808594 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -43386.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43406.742188 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -43406.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43419.246094 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -43419.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43427.824219 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -43427.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43433.816406 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -43433.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43433.816406 Penalty: 1998.252319
	Iteration 7F: 3 clusters Score -43433.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Entering Unmasked Estep 
Score: -9494898.000000 Penalty: 1853.159546
	Iteration 0F: 2 clusters Score -9494898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9435046.000000 Penalty: 3706.319092
	Iteration 0F: 3 clusters Score -9435046 nChanged 42999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -9460151.000000 Penalty: 3706.319092
	Iteration 1F: 3 clusters Score -9460151 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -9461393.000000 Penalty: 3706.319092
	Iteration 2Q: 3 clusters Score -9461393 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -9463668.000000 Penalty: 3706.319092
	Iteration 3F: 3 clusters Score -9463668 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -9468119.000000 Penalty: 3706.319092
	Iteration 4F: 3 clusters Score -9468119 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -9475284.000000 Penalty: 3706.319092
	Iteration 5F: 3 clusters Score -9475284 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -9483590.000000 Penalty: 3706.319092
	Iteration 6F: 3 clusters Score -9483590 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9489444.000000 Penalty: 3706.319092
	Iteration 7F: 3 clusters Score -9489444 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9492080.000000 Penalty: 3706.319092
	Iteration 8Q: 3 clusters Score -9492080 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9493027.000000 Penalty: 3706.319092
	Iteration 9Q: 3 clusters Score -9493027 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9493333.000000 Penalty: 3706.319092
	Iteration 10Q: 3 clusters Score -9493333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9493460.000000 Penalty: 3706.319092
	Iteration 11Q: 3 clusters Score -9493460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9493520.000000 Penalty: 3706.319092
	Iteration 12Q: 3 clusters Score -9493520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9493559.000000 Penalty: 3706.319092
	Iteration 13Q: 3 clusters Score -9493559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9493580.000000 Penalty: 3706.319092
	Iteration 14Q: 3 clusters Score -9493580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9493592.000000 Penalty: 3706.319092
	Iteration 15Q: 3 clusters Score -9493592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9493610.000000 Penalty: 3706.319092
	Iteration 16Q: 3 clusters Score -9493610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9493625.000000 Penalty: 3706.319092
	Iteration 17Q: 3 clusters Score -9493625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9493628.000000 Penalty: 3706.319092
	Iteration 18Q: 3 clusters Score -9493628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9493637.000000 Penalty: 3706.319092
	Iteration 19Q: 3 clusters Score -9493637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9493629.000000 Penalty: 3706.319092
	Iteration 20F: 3 clusters Score -9493629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9493644.000000 Penalty: 3706.319092
	Iteration 21Q: 3 clusters Score -9493644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9493640.000000 Penalty: 3706.319092
	Iteration 22Q: 3 clusters Score -9493640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9493643.000000 Penalty: 3706.319092
	Iteration 23Q: 3 clusters Score -9493643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9493642.000000 Penalty: 3706.319092
	Iteration 24Q: 3 clusters Score -9493642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9493643.000000 Penalty: 3706.319092
	Iteration 25Q: 3 clusters Score -9493643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9493643.000000 Penalty: 3706.319092
	Iteration 26Q: 3 clusters Score -9493643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9493640.000000 Penalty: 3706.319092
	Iteration 27Q: 3 clusters Score -9493640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9493640.000000 Penalty: 3706.319092
	Iteration 28F: 3 clusters Score -9493640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -771813.500000 Penalty: 1451.398682
	Iteration 0F: 2 clusters Score -771813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -766219.125000 Penalty: 2902.797363
	Iteration 0F: 3 clusters Score -766219.1 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -767982.250000 Penalty: 2902.797363
	Iteration 1F: 3 clusters Score -767982.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -768379.187500 Penalty: 2902.797363
	Iteration 2F: 3 clusters Score -768379.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -768771.500000 Penalty: 2902.797363
	Iteration 3F: 3 clusters Score -768771.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -769110.562500 Penalty: 2902.797363
	Iteration 4F: 3 clusters Score -769110.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -769396.437500 Penalty: 2902.797363
	Iteration 5F: 3 clusters Score -769396.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -769631.000000 Penalty: 2902.797363
	Iteration 6F: 3 clusters Score -769631 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -769860.375000 Penalty: 2902.797363
	Iteration 7F: 3 clusters Score -769860.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -770041.187500 Penalty: 2902.797363
	Iteration 8Q: 3 clusters Score -770041.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -770188.375000 Penalty: 2902.797363
	Iteration 9Q: 3 clusters Score -770188.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -770307.500000 Penalty: 2902.797363
	Iteration 10Q: 3 clusters Score -770307.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -770391.375000 Penalty: 2902.797363
	Iteration 11Q: 3 clusters Score -770391.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -770463.937500 Penalty: 2902.797363
	Iteration 12Q: 3 clusters Score -770463.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -770521.687500 Penalty: 2902.797363
	Iteration 13Q: 3 clusters Score -770521.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -770568.375000 Penalty: 2902.797363
	Iteration 14Q: 3 clusters Score -770568.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -770630.187500 Penalty: 2902.797363
	Iteration 15Q: 3 clusters Score -770630.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -770703.437500 Penalty: 2902.797363
	Iteration 16Q: 3 clusters Score -770703.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -770769.000000 Penalty: 2902.797363
	Iteration 17Q: 3 clusters Score -770769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -770826.187500 Penalty: 2902.797363
	Iteration 18Q: 3 clusters Score -770826.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -770858.500000 Penalty: 2902.797363
	Iteration 19Q: 3 clusters Score -770858.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -770872.500000 Penalty: 2902.797363
	Iteration 20F: 3 clusters Score -770872.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -770881.312500 Penalty: 2902.797363
	Iteration 21Q: 3 clusters Score -770881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -770886.187500 Penalty: 2902.797363
	Iteration 22Q: 3 clusters Score -770886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -770889.312500 Penalty: 2902.797363
	Iteration 23Q: 3 clusters Score -770889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -770890.687500 Penalty: 2902.797363
	Iteration 24Q: 3 clusters Score -770890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -770890.375000 Penalty: 2902.797363
	Iteration 25Q: 3 clusters Score -770890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -770890.375000 Penalty: 2902.797363
	Iteration 26F: 3 clusters Score -770890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Entering Unmasked Estep 
Score: -3106648.000000 Penalty: 1669.763062
	Iteration 0F: 2 clusters Score -3106648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3087190.250000 Penalty: 3339.526123
	Iteration 0F: 3 clusters Score -3087190 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3094505.500000 Penalty: 3339.526123
	Iteration 1F: 3 clusters Score -3094506 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3094893.000000 Penalty: 3339.526123
	Iteration 2Q: 3 clusters Score -3094893 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3095240.250000 Penalty: 3339.526123
	Iteration 3Q: 3 clusters Score -3095240 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3095618.000000 Penalty: 3339.526123
	Iteration 4Q: 3 clusters Score -3095618 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3096111.250000 Penalty: 3339.526123
	Iteration 5Q: 3 clusters Score -3096111 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3096721.000000 Penalty: 3339.526123
	Iteration 6Q: 3 clusters Score -3096721 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3097453.000000 Penalty: 3339.526123
	Iteration 7Q: 3 clusters Score -3097453 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3098336.250000 Penalty: 3339.526123
	Iteration 8Q: 3 clusters Score -3098336 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3099277.250000 Penalty: 3339.526123
	Iteration 9F: 3 clusters Score -3099277 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3100176.750000 Penalty: 3339.526123
	Iteration 10Q: 3 clusters Score -3100177 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3100943.250000 Penalty: 3339.526123
	Iteration 11Q: 3 clusters Score -3100943 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3101550.000000 Penalty: 3339.526123
	Iteration 12Q: 3 clusters Score -3101550 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3101904.500000 Penalty: 3339.526123
	Iteration 13Q: 3 clusters Score -3101904 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3102119.750000 Penalty: 3339.526123
	Iteration 14Q: 3 clusters Score -3102120 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3102263.500000 Penalty: 3339.526123
	Iteration 15Q: 3 clusters Score -3102264 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3102388.750000 Penalty: 3339.526123
	Iteration 16Q: 3 clusters Score -3102389 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3102493.500000 Penalty: 3339.526123
	Iteration 17Q: 3 clusters Score -3102494 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3102608.750000 Penalty: 3339.526123
	Iteration 18Q: 3 clusters Score -3102609 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3102690.250000 Penalty: 3339.526123
	Iteration 19Q: 3 clusters Score -3102690 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3102781.000000 Penalty: 3339.526123
	Iteration 20F: 3 clusters Score -3102781 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3102859.000000 Penalty: 3339.526123
	Iteration 21Q: 3 clusters Score -3102859 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3102944.500000 Penalty: 3339.526123
	Iteration 22Q: 3 clusters Score -3102944 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3103006.000000 Penalty: 3339.526123
	Iteration 23Q: 3 clusters Score -3103006 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3103099.500000 Penalty: 3339.526123
	Iteration 24Q: 3 clusters Score -3103100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3103168.750000 Penalty: 3339.526123
	Iteration 25Q: 3 clusters Score -3103169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3103259.000000 Penalty: 3339.526123
	Iteration 26Q: 3 clusters Score -3103259 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3103313.250000 Penalty: 3339.526123
	Iteration 27Q: 3 clusters Score -3103313 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3103400.000000 Penalty: 3339.526123
	Iteration 28Q: 3 clusters Score -3103400 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3103476.750000 Penalty: 3339.526123
	Iteration 29Q: 3 clusters Score -3103477 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3103525.500000 Penalty: 3339.526123
	Iteration 30Q: 3 clusters Score -3103526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3103598.000000 Penalty: 3339.526123
	Iteration 31Q: 3 clusters Score -3103598 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3103660.500000 Penalty: 3339.526123
	Iteration 32Q: 3 clusters Score -3103660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3103740.250000 Penalty: 3339.526123
	Iteration 33Q: 3 clusters Score -3103740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3103816.500000 Penalty: 3339.526123
	Iteration 34Q: 3 clusters Score -3103816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3103884.000000 Penalty: 3339.526123
	Iteration 35Q: 3 clusters Score -3103884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3103959.750000 Penalty: 3339.526123
	Iteration 36Q: 3 clusters Score -3103960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3104027.250000 Penalty: 3339.526123
	Iteration 37Q: 3 clusters Score -3104027 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3104103.750000 Penalty: 3339.526123
	Iteration 38Q: 3 clusters Score -3104104 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3104178.000000 Penalty: 3339.526123
	Iteration 39Q: 3 clusters Score -3104178 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3104262.250000 Penalty: 3339.526123
	Iteration 40F: 3 clusters Score -3104262 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3104347.500000 Penalty: 3339.526123
	Iteration 41Q: 3 clusters Score -3104348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3104420.500000 Penalty: 3339.526123
	Iteration 42Q: 3 clusters Score -3104420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3104496.750000 Penalty: 3339.526123
	Iteration 43Q: 3 clusters Score -3104497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3104572.250000 Penalty: 3339.526123
	Iteration 44Q: 3 clusters Score -3104572 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3104648.000000 Penalty: 3339.526123
	Iteration 45Q: 3 clusters Score -3104648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3104706.500000 Penalty: 3339.526123
	Iteration 46Q: 3 clusters Score -3104706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3104765.250000 Penalty: 3339.526123
	Iteration 47Q: 3 clusters Score -3104765 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3104817.750000 Penalty: 3339.526123
	Iteration 48Q: 3 clusters Score -3104818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3104874.750000 Penalty: 3339.526123
	Iteration 49Q: 3 clusters Score -3104875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3104925.000000 Penalty: 3339.526123
	Iteration 50Q: 3 clusters Score -3104925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3104966.500000 Penalty: 3339.526123
	Iteration 51Q: 3 clusters Score -3104966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3105003.500000 Penalty: 3339.526123
	Iteration 52Q: 3 clusters Score -3105004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3105033.250000 Penalty: 3339.526123
	Iteration 53Q: 3 clusters Score -3105033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3105058.750000 Penalty: 3339.526123
	Iteration 54Q: 3 clusters Score -3105059 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3105080.250000 Penalty: 3339.526123
	Iteration 55Q: 3 clusters Score -3105080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3105101.750000 Penalty: 3339.526123
	Iteration 56Q: 3 clusters Score -3105102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3105111.250000 Penalty: 3339.526123
	Iteration 57Q: 3 clusters Score -3105111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3105123.500000 Penalty: 3339.526123
	Iteration 58Q: 3 clusters Score -3105124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3105134.250000 Penalty: 3339.526123
	Iteration 59Q: 3 clusters Score -3105134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3105142.250000 Penalty: 3339.526123
	Iteration 60F: 3 clusters Score -3105142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3105151.750000 Penalty: 3339.526123
	Iteration 61Q: 3 clusters Score -3105152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3105157.500000 Penalty: 3339.526123
	Iteration 62Q: 3 clusters Score -3105158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3105160.250000 Penalty: 3339.526123
	Iteration 63Q: 3 clusters Score -3105160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3105163.500000 Penalty: 3339.526123
	Iteration 64Q: 3 clusters Score -3105164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3105168.000000 Penalty: 3339.526123
	Iteration 65Q: 3 clusters Score -3105168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3105178.250000 Penalty: 3339.526123
	Iteration 66Q: 3 clusters Score -3105178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3105183.750000 Penalty: 3339.526123
	Iteration 67Q: 3 clusters Score -3105184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3105185.750000 Penalty: 3339.526123
	Iteration 68Q: 3 clusters Score -3105186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3105191.000000 Penalty: 3339.526123
	Iteration 69Q: 3 clusters Score -3105191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3105193.000000 Penalty: 3339.526123
	Iteration 70Q: 3 clusters Score -3105193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3105197.500000 Penalty: 3339.526123
	Iteration 71Q: 3 clusters Score -3105198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3105202.250000 Penalty: 3339.526123
	Iteration 72Q: 3 clusters Score -3105202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3105204.000000 Penalty: 3339.526123
	Iteration 73Q: 3 clusters Score -3105204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3105209.750000 Penalty: 3339.526123
	Iteration 74Q: 3 clusters Score -3105210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3105218.000000 Penalty: 3339.526123
	Iteration 75Q: 3 clusters Score -3105218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3105223.750000 Penalty: 3339.526123
	Iteration 76Q: 3 clusters Score -3105224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3105225.500000 Penalty: 3339.526123
	Iteration 77Q: 3 clusters Score -3105226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3105228.750000 Penalty: 3339.526123
	Iteration 78Q: 3 clusters Score -3105229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3105232.000000 Penalty: 3339.526123
	Iteration 79Q: 3 clusters Score -3105232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3105234.500000 Penalty: 3339.526123
	Iteration 80F: 3 clusters Score -3105234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3105234.500000 Penalty: 3339.526123
	Iteration 81Q: 3 clusters Score -3105234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3105236.750000 Penalty: 3339.526123
	Iteration 82Q: 3 clusters Score -3105237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3105237.250000 Penalty: 3339.526123
	Iteration 83Q: 3 clusters Score -3105237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3105237.000000 Penalty: 3339.526123
	Iteration 84Q: 3 clusters Score -3105237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3105237.000000 Penalty: 3339.526123
	Iteration 85F: 3 clusters Score -3105237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Entering Unmasked Estep 
Score: -3645435.250000 Penalty: 1695.925781
	Iteration 0F: 2 clusters Score -3645435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3622466.250000 Penalty: 3391.851562
	Iteration 0F: 3 clusters Score -3622466 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3631449.750000 Penalty: 3391.851562
	Iteration 1F: 3 clusters Score -3631450 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3631914.750000 Penalty: 3391.851562
	Iteration 2Q: 3 clusters Score -3631915 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3632477.250000 Penalty: 3391.851562
	Iteration 3Q: 3 clusters Score -3632477 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3633212.500000 Penalty: 3391.851562
	Iteration 4Q: 3 clusters Score -3633212 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3634195.750000 Penalty: 3391.851562
	Iteration 5F: 3 clusters Score -3634196 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3635441.500000 Penalty: 3391.851562
	Iteration 6F: 3 clusters Score -3635442 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3636974.000000 Penalty: 3391.851562
	Iteration 7F: 3 clusters Score -3636974 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3638462.250000 Penalty: 3391.851562
	Iteration 8F: 3 clusters Score -3638462 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3639658.000000 Penalty: 3391.851562
	Iteration 9F: 3 clusters Score -3639658 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3640438.000000 Penalty: 3391.851562
	Iteration 10Q: 3 clusters Score -3640438 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3640819.000000 Penalty: 3391.851562
	Iteration 11Q: 3 clusters Score -3640819 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3641057.250000 Penalty: 3391.851562
	Iteration 12Q: 3 clusters Score -3641057 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3641222.500000 Penalty: 3391.851562
	Iteration 13Q: 3 clusters Score -3641222 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3641334.000000 Penalty: 3391.851562
	Iteration 14Q: 3 clusters Score -3641334 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3641440.750000 Penalty: 3391.851562
	Iteration 15Q: 3 clusters Score -3641441 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3641547.500000 Penalty: 3391.851562
	Iteration 16Q: 3 clusters Score -3641548 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3641651.500000 Penalty: 3391.851562
	Iteration 17Q: 3 clusters Score -3641652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3641743.250000 Penalty: 3391.851562
	Iteration 18Q: 3 clusters Score -3641743 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3641826.000000 Penalty: 3391.851562
	Iteration 19Q: 3 clusters Score -3641826 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3641889.250000 Penalty: 3391.851562
	Iteration 20F: 3 clusters Score -3641889 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3641954.000000 Penalty: 3391.851562
	Iteration 21Q: 3 clusters Score -3641954 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3642010.750000 Penalty: 3391.851562
	Iteration 22Q: 3 clusters Score -3642011 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3642092.500000 Penalty: 3391.851562
	Iteration 23Q: 3 clusters Score -3642092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3642149.500000 Penalty: 3391.851562
	Iteration 24Q: 3 clusters Score -3642150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3642219.500000 Penalty: 3391.851562
	Iteration 25Q: 3 clusters Score -3642220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3642264.750000 Penalty: 3391.851562
	Iteration 26Q: 3 clusters Score -3642265 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3642341.750000 Penalty: 3391.851562
	Iteration 27Q: 3 clusters Score -3642342 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3642433.500000 Penalty: 3391.851562
	Iteration 28Q: 3 clusters Score -3642434 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3642503.000000 Penalty: 3391.851562
	Iteration 29Q: 3 clusters Score -3642503 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3642573.500000 Penalty: 3391.851562
	Iteration 30Q: 3 clusters Score -3642574 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3642672.250000 Penalty: 3391.851562
	Iteration 31Q: 3 clusters Score -3642672 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3642761.750000 Penalty: 3391.851562
	Iteration 32Q: 3 clusters Score -3642762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3642854.000000 Penalty: 3391.851562
	Iteration 33Q: 3 clusters Score -3642854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3642960.000000 Penalty: 3391.851562
	Iteration 34Q: 3 clusters Score -3642960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3643063.000000 Penalty: 3391.851562
	Iteration 35Q: 3 clusters Score -3643063 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3643150.000000 Penalty: 3391.851562
	Iteration 36Q: 3 clusters Score -3643150 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3643247.000000 Penalty: 3391.851562
	Iteration 37Q: 3 clusters Score -3643247 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3643310.500000 Penalty: 3391.851562
	Iteration 38Q: 3 clusters Score -3643310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3643381.750000 Penalty: 3391.851562
	Iteration 39Q: 3 clusters Score -3643382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3643453.250000 Penalty: 3391.851562
	Iteration 40F: 3 clusters Score -3643453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3643519.000000 Penalty: 3391.851562
	Iteration 41Q: 3 clusters Score -3643519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3643587.250000 Penalty: 3391.851562
	Iteration 42Q: 3 clusters Score -3643587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3643655.000000 Penalty: 3391.851562
	Iteration 43Q: 3 clusters Score -3643655 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3643693.750000 Penalty: 3391.851562
	Iteration 44Q: 3 clusters Score -3643694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3643740.500000 Penalty: 3391.851562
	Iteration 45Q: 3 clusters Score -3643740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3643783.000000 Penalty: 3391.851562
	Iteration 46Q: 3 clusters Score -3643783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3643833.250000 Penalty: 3391.851562
	Iteration 47Q: 3 clusters Score -3643833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3643875.250000 Penalty: 3391.851562
	Iteration 48Q: 3 clusters Score -3643875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3643906.000000 Penalty: 3391.851562
	Iteration 49Q: 3 clusters Score -3643906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3643930.750000 Penalty: 3391.851562
	Iteration 50Q: 3 clusters Score -3643931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3643937.250000 Penalty: 3391.851562
	Iteration 51Q: 3 clusters Score -3643937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3643956.250000 Penalty: 3391.851562
	Iteration 52Q: 3 clusters Score -3643956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3643969.250000 Penalty: 3391.851562
	Iteration 53Q: 3 clusters Score -3643969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3643983.250000 Penalty: 3391.851562
	Iteration 54Q: 3 clusters Score -3643983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3643992.250000 Penalty: 3391.851562
	Iteration 55Q: 3 clusters Score -3643992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3643999.000000 Penalty: 3391.851562
	Iteration 56Q: 3 clusters Score -3643999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3644014.750000 Penalty: 3391.851562
	Iteration 57Q: 3 clusters Score -3644015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3644014.500000 Penalty: 3391.851562
	Iteration 58Q: 3 clusters Score -3644014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3644018.000000 Penalty: 3391.851562
	Iteration 59Q: 3 clusters Score -3644018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3644018.500000 Penalty: 3391.851562
	Iteration 60F: 3 clusters Score -3644018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3644018.750000 Penalty: 3391.851562
	Iteration 61Q: 3 clusters Score -3644019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3644024.250000 Penalty: 3391.851562
	Iteration 62Q: 3 clusters Score -3644024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3644025.000000 Penalty: 3391.851562
	Iteration 63Q: 3 clusters Score -3644025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3644022.250000 Penalty: 3391.851562
	Iteration 64Q: 3 clusters Score -3644022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3644023.500000 Penalty: 3391.851562
	Iteration 65Q: 3 clusters Score -3644024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3644028.250000 Penalty: 3391.851562
	Iteration 66Q: 3 clusters Score -3644028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3644029.000000 Penalty: 3391.851562
	Iteration 67Q: 3 clusters Score -3644029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3644028.000000 Penalty: 3391.851562
	Iteration 68Q: 3 clusters Score -3644028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3644029.000000 Penalty: 3391.851562
	Iteration 69Q: 3 clusters Score -3644029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3644039.000000 Penalty: 3391.851562
	Iteration 70Q: 3 clusters Score -3644039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3644049.250000 Penalty: 3391.851562
	Iteration 71Q: 3 clusters Score -3644049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3644051.000000 Penalty: 3391.851562
	Iteration 72Q: 3 clusters Score -3644051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3644056.250000 Penalty: 3391.851562
	Iteration 73Q: 3 clusters Score -3644056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3644055.750000 Penalty: 3391.851562
	Iteration 74Q: 3 clusters Score -3644056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3644062.500000 Penalty: 3391.851562
	Iteration 75Q: 3 clusters Score -3644062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3644061.500000 Penalty: 3391.851562
	Iteration 76Q: 3 clusters Score -3644062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3644066.000000 Penalty: 3391.851562
	Iteration 77Q: 3 clusters Score -3644066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3644063.250000 Penalty: 3391.851562
	Iteration 78Q: 3 clusters Score -3644063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3644063.250000 Penalty: 3391.851562
	Iteration 79F: 3 clusters Score -3644063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Entering Unmasked Estep 
Score: -3915998.250000 Penalty: 1714.373169
	Iteration 0F: 2 clusters Score -3915998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3890195.750000 Penalty: 3428.746338
	Iteration 0F: 3 clusters Score -3890196 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3900388.250000 Penalty: 3428.746338
	Iteration 1F: 3 clusters Score -3900388 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3900910.500000 Penalty: 3428.746338
	Iteration 2Q: 3 clusters Score -3900910 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3901507.750000 Penalty: 3428.746338
	Iteration 3Q: 3 clusters Score -3901508 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3902265.500000 Penalty: 3428.746338
	Iteration 4Q: 3 clusters Score -3902266 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3903267.750000 Penalty: 3428.746338
	Iteration 5F: 3 clusters Score -3903268 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3904448.500000 Penalty: 3428.746338
	Iteration 6F: 3 clusters Score -3904448 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3905966.000000 Penalty: 3428.746338
	Iteration 7F: 3 clusters Score -3905966 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3907476.250000 Penalty: 3428.746338
	Iteration 8F: 3 clusters Score -3907476 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3908715.500000 Penalty: 3428.746338
	Iteration 9F: 3 clusters Score -3908716 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3909559.500000 Penalty: 3428.746338
	Iteration 10Q: 3 clusters Score -3909560 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3910106.500000 Penalty: 3428.746338
	Iteration 11Q: 3 clusters Score -3910106 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3910471.750000 Penalty: 3428.746338
	Iteration 12Q: 3 clusters Score -3910472 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3910864.500000 Penalty: 3428.746338
	Iteration 13Q: 3 clusters Score -3910864 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3911469.500000 Penalty: 3428.746338
	Iteration 14Q: 3 clusters Score -3911470 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3912344.500000 Penalty: 3428.746338
	Iteration 15Q: 3 clusters Score -3912344 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3912993.750000 Penalty: 3428.746338
	Iteration 16Q: 3 clusters Score -3912994 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3913279.750000 Penalty: 3428.746338
	Iteration 17Q: 3 clusters Score -3913280 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3913452.500000 Penalty: 3428.746338
	Iteration 18Q: 3 clusters Score -3913452 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3913604.750000 Penalty: 3428.746338
	Iteration 19Q: 3 clusters Score -3913605 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3913735.000000 Penalty: 3428.746338
	Iteration 20F: 3 clusters Score -3913735 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3913826.750000 Penalty: 3428.746338
	Iteration 21Q: 3 clusters Score -3913827 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3913891.000000 Penalty: 3428.746338
	Iteration 22Q: 3 clusters Score -3913891 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3913964.250000 Penalty: 3428.746338
	Iteration 23Q: 3 clusters Score -3913964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3914027.000000 Penalty: 3428.746338
	Iteration 24Q: 3 clusters Score -3914027 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3914062.500000 Penalty: 3428.746338
	Iteration 25Q: 3 clusters Score -3914062 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3914122.750000 Penalty: 3428.746338
	Iteration 26Q: 3 clusters Score -3914123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3914201.000000 Penalty: 3428.746338
	Iteration 27Q: 3 clusters Score -3914201 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3914241.750000 Penalty: 3428.746338
	Iteration 28Q: 3 clusters Score -3914242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3914267.250000 Penalty: 3428.746338
	Iteration 29Q: 3 clusters Score -3914267 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3914293.000000 Penalty: 3428.746338
	Iteration 30Q: 3 clusters Score -3914293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3914318.250000 Penalty: 3428.746338
	Iteration 31Q: 3 clusters Score -3914318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3914340.250000 Penalty: 3428.746338
	Iteration 32Q: 3 clusters Score -3914340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3914368.250000 Penalty: 3428.746338
	Iteration 33Q: 3 clusters Score -3914368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3914387.250000 Penalty: 3428.746338
	Iteration 34Q: 3 clusters Score -3914387 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3914405.250000 Penalty: 3428.746338
	Iteration 35Q: 3 clusters Score -3914405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3914439.000000 Penalty: 3428.746338
	Iteration 36Q: 3 clusters Score -3914439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3914435.250000 Penalty: 3428.746338
	Iteration 37Q: 3 clusters Score -3914435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3914437.500000 Penalty: 3428.746338
	Iteration 38Q: 3 clusters Score -3914438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3914444.750000 Penalty: 3428.746338
	Iteration 39Q: 3 clusters Score -3914445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3914458.250000 Penalty: 3428.746338
	Iteration 40F: 3 clusters Score -3914458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3914466.500000 Penalty: 3428.746338
	Iteration 41Q: 3 clusters Score -3914466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3914472.250000 Penalty: 3428.746338
	Iteration 42Q: 3 clusters Score -3914472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3914482.000000 Penalty: 3428.746338
	Iteration 43Q: 3 clusters Score -3914482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3914497.750000 Penalty: 3428.746338
	Iteration 44Q: 3 clusters Score -3914498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3914505.000000 Penalty: 3428.746338
	Iteration 45Q: 3 clusters Score -3914505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3914503.750000 Penalty: 3428.746338
	Iteration 46Q: 3 clusters Score -3914504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3914512.500000 Penalty: 3428.746338
	Iteration 47Q: 3 clusters Score -3914512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3914508.000000 Penalty: 3428.746338
	Iteration 48Q: 3 clusters Score -3914508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3914514.750000 Penalty: 3428.746338
	Iteration 49Q: 3 clusters Score -3914515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3914514.750000 Penalty: 3428.746338
	Iteration 50Q: 3 clusters Score -3914515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3914513.750000 Penalty: 3428.746338
	Iteration 51Q: 3 clusters Score -3914514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3914518.500000 Penalty: 3428.746338
	Iteration 52Q: 3 clusters Score -3914518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3914513.750000 Penalty: 3428.746338
	Iteration 53Q: 3 clusters Score -3914514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3914524.500000 Penalty: 3428.746338
	Iteration 54Q: 3 clusters Score -3914524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3914521.250000 Penalty: 3428.746338
	Iteration 55Q: 3 clusters Score -3914521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3914522.250000 Penalty: 3428.746338
	Iteration 56Q: 3 clusters Score -3914522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3914524.500000 Penalty: 3428.746338
	Iteration 57Q: 3 clusters Score -3914524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3914537.250000 Penalty: 3428.746338
	Iteration 58Q: 3 clusters Score -3914537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3914534.500000 Penalty: 3428.746338
	Iteration 59Q: 3 clusters Score -3914534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3914532.750000 Penalty: 3428.746338
	Iteration 60F: 3 clusters Score -3914533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3914536.250000 Penalty: 3428.746338
	Iteration 61Q: 3 clusters Score -3914536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3914539.000000 Penalty: 3428.746338
	Iteration 62Q: 3 clusters Score -3914539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3914549.500000 Penalty: 3428.746338
	Iteration 63Q: 3 clusters Score -3914550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3914546.500000 Penalty: 3428.746338
	Iteration 64Q: 3 clusters Score -3914546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3914551.250000 Penalty: 3428.746338
	Iteration 65Q: 3 clusters Score -3914551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3914546.250000 Penalty: 3428.746338
	Iteration 66Q: 3 clusters Score -3914546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3914553.000000 Penalty: 3428.746338
	Iteration 67Q: 3 clusters Score -3914553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3914558.750000 Penalty: 3428.746338
	Iteration 68Q: 3 clusters Score -3914559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3914552.750000 Penalty: 3428.746338
	Iteration 69Q: 3 clusters Score -3914553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3914556.000000 Penalty: 3428.746338
	Iteration 70Q: 3 clusters Score -3914556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3914559.000000 Penalty: 3428.746338
	Iteration 71Q: 3 clusters Score -3914559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3914561.250000 Penalty: 3428.746338
	Iteration 72Q: 3 clusters Score -3914561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3914561.500000 Penalty: 3428.746338
	Iteration 73Q: 3 clusters Score -3914562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3914569.500000 Penalty: 3428.746338
	Iteration 74Q: 3 clusters Score -3914570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3914572.000000 Penalty: 3428.746338
	Iteration 75Q: 3 clusters Score -3914572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3914567.750000 Penalty: 3428.746338
	Iteration 76Q: 3 clusters Score -3914568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3914567.500000 Penalty: 3428.746338
	Iteration 77Q: 3 clusters Score -3914568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3914568.500000 Penalty: 3428.746338
	Iteration 78Q: 3 clusters Score -3914568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3914569.750000 Penalty: 3428.746338
	Iteration 79Q: 3 clusters Score -3914570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3914572.750000 Penalty: 3428.746338
	Iteration 80F: 3 clusters Score -3914573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3914579.000000 Penalty: 3428.746338
	Iteration 81Q: 3 clusters Score -3914579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3914577.250000 Penalty: 3428.746338
	Iteration 82Q: 3 clusters Score -3914577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3914581.750000 Penalty: 3428.746338
	Iteration 83Q: 3 clusters Score -3914582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3914576.500000 Penalty: 3428.746338
	Iteration 84Q: 3 clusters Score -3914576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3914571.500000 Penalty: 3428.746338
	Iteration 85Q: 3 clusters Score -3914572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3914575.250000 Penalty: 3428.746338
	Iteration 86Q: 3 clusters Score -3914575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3914577.000000 Penalty: 3428.746338
	Iteration 87Q: 3 clusters Score -3914577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3914575.250000 Penalty: 3428.746338
	Iteration 88Q: 3 clusters Score -3914575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3914580.000000 Penalty: 3428.746338
	Iteration 89Q: 3 clusters Score -3914580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3914582.750000 Penalty: 3428.746338
	Iteration 90Q: 3 clusters Score -3914583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3914583.750000 Penalty: 3428.746338
	Iteration 91Q: 3 clusters Score -3914584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3914584.750000 Penalty: 3428.746338
	Iteration 92Q: 3 clusters Score -3914585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3914587.750000 Penalty: 3428.746338
	Iteration 93Q: 3 clusters Score -3914588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3914598.000000 Penalty: 3428.746338
	Iteration 94Q: 3 clusters Score -3914598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3914584.250000 Penalty: 3428.746338
	Iteration 95Q: 3 clusters Score -3914584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3914587.750000 Penalty: 3428.746338
	Iteration 96Q: 3 clusters Score -3914588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3914590.250000 Penalty: 3428.746338
	Iteration 97Q: 3 clusters Score -3914590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3914589.750000 Penalty: 3428.746338
	Iteration 98Q: 3 clusters Score -3914590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3914594.000000 Penalty: 3428.746338
	Iteration 99Q: 3 clusters Score -3914594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3914591.250000 Penalty: 3428.746338
	Iteration 100F: 3 clusters Score -3914591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3914594.250000 Penalty: 3428.746338
	Iteration 101Q: 3 clusters Score -3914594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3914596.000000 Penalty: 3428.746338
	Iteration 102Q: 3 clusters Score -3914596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3914599.000000 Penalty: 3428.746338
	Iteration 103Q: 3 clusters Score -3914599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3914604.750000 Penalty: 3428.746338
	Iteration 104Q: 3 clusters Score -3914605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3914605.750000 Penalty: 3428.746338
	Iteration 105Q: 3 clusters Score -3914606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3914608.000000 Penalty: 3428.746338
	Iteration 106Q: 3 clusters Score -3914608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3914613.750000 Penalty: 3428.746338
	Iteration 107Q: 3 clusters Score -3914614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3914612.750000 Penalty: 3428.746338
	Iteration 108Q: 3 clusters Score -3914613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3914612.250000 Penalty: 3428.746338
	Iteration 109Q: 3 clusters Score -3914612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3914609.750000 Penalty: 3428.746338
	Iteration 110Q: 3 clusters Score -3914610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3914614.500000 Penalty: 3428.746338
	Iteration 111Q: 3 clusters Score -3914614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3914614.750000 Penalty: 3428.746338
	Iteration 112Q: 3 clusters Score -3914615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3914614.500000 Penalty: 3428.746338
	Iteration 113Q: 3 clusters Score -3914614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3914618.250000 Penalty: 3428.746338
	Iteration 114Q: 3 clusters Score -3914618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3914618.500000 Penalty: 3428.746338
	Iteration 115Q: 3 clusters Score -3914618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3914620.000000 Penalty: 3428.746338
	Iteration 116Q: 3 clusters Score -3914620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3914621.750000 Penalty: 3428.746338
	Iteration 117Q: 3 clusters Score -3914622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3914618.000000 Penalty: 3428.746338
	Iteration 118Q: 3 clusters Score -3914618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3914619.000000 Penalty: 3428.746338
	Iteration 119Q: 3 clusters Score -3914619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3914614.750000 Penalty: 3428.746338
	Iteration 120F: 3 clusters Score -3914615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3914609.250000 Penalty: 3428.746338
	Iteration 121Q: 3 clusters Score -3914609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3914616.250000 Penalty: 3428.746338
	Iteration 122Q: 3 clusters Score -3914616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3914616.500000 Penalty: 3428.746338
	Iteration 123Q: 3 clusters Score -3914616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3914611.750000 Penalty: 3428.746338
	Iteration 124Q: 3 clusters Score -3914612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3914613.250000 Penalty: 3428.746338
	Iteration 125Q: 3 clusters Score -3914613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3914610.250000 Penalty: 3428.746338
	Iteration 126Q: 3 clusters Score -3914610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3914615.500000 Penalty: 3428.746338
	Iteration 127Q: 3 clusters Score -3914616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3914607.000000 Penalty: 3428.746338
	Iteration 128Q: 3 clusters Score -3914607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3914609.750000 Penalty: 3428.746338
	Iteration 129Q: 3 clusters Score -3914610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3914609.000000 Penalty: 3428.746338
	Iteration 130Q: 3 clusters Score -3914609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3914612.000000 Penalty: 3428.746338
	Iteration 131Q: 3 clusters Score -3914612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3914616.250000 Penalty: 3428.746338
	Iteration 132Q: 3 clusters Score -3914616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3914616.750000 Penalty: 3428.746338
	Iteration 133Q: 3 clusters Score -3914617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3914614.750000 Penalty: 3428.746338
	Iteration 134Q: 3 clusters Score -3914615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3914610.750000 Penalty: 3428.746338
	Iteration 135Q: 3 clusters Score -3914611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3914611.250000 Penalty: 3428.746338
	Iteration 136Q: 3 clusters Score -3914611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3914612.000000 Penalty: 3428.746338
	Iteration 137Q: 3 clusters Score -3914612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3914613.250000 Penalty: 3428.746338
	Iteration 138Q: 3 clusters Score -3914613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3914616.750000 Penalty: 3428.746338
	Iteration 139Q: 3 clusters Score -3914617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3914616.750000 Penalty: 3428.746338
	Iteration 140F: 3 clusters Score -3914617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -301258.906250 Penalty: 1296.252563
	Iteration 0F: 2 clusters Score -301258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298589.812500 Penalty: 2592.505127
	Iteration 0F: 3 clusters Score -298589.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -299253.750000 Penalty: 2592.505127
	Iteration 1F: 3 clusters Score -299253.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -299411.093750 Penalty: 2592.505127
	Iteration 2F: 3 clusters Score -299411.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -299530.250000 Penalty: 2592.505127
	Iteration 3F: 3 clusters Score -299530.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299625.125000 Penalty: 2592.505127
	Iteration 4Q: 3 clusters Score -299625.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299701.906250 Penalty: 2592.505127
	Iteration 5Q: 3 clusters Score -299701.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299753.125000 Penalty: 2592.505127
	Iteration 6Q: 3 clusters Score -299753.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299815.250000 Penalty: 2592.505127
	Iteration 7Q: 3 clusters Score -299815.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -299877.625000 Penalty: 2592.505127
	Iteration 8Q: 3 clusters Score -299877.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -299926.156250 Penalty: 2592.505127
	Iteration 9Q: 3 clusters Score -299926.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -299975.625000 Penalty: 2592.505127
	Iteration 10Q: 3 clusters Score -299975.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -300048.656250 Penalty: 2592.505127
	Iteration 11Q: 3 clusters Score -300048.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -300122.125000 Penalty: 2592.505127
	Iteration 12Q: 3 clusters Score -300122.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300213.312500 Penalty: 2592.505127
	Iteration 13Q: 3 clusters Score -300213.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -300298.718750 Penalty: 2592.505127
	Iteration 14Q: 3 clusters Score -300298.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -300378.406250 Penalty: 2592.505127
	Iteration 15Q: 3 clusters Score -300378.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -300451.843750 Penalty: 2592.505127
	Iteration 16Q: 3 clusters Score -300451.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -300528.343750 Penalty: 2592.505127
	Iteration 17Q: 3 clusters Score -300528.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -300624.000000 Penalty: 2592.505127
	Iteration 18Q: 3 clusters Score -300624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -300715.562500 Penalty: 2592.505127
	Iteration 19Q: 3 clusters Score -300715.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -300782.656250 Penalty: 2592.505127
	Iteration 20F: 3 clusters Score -300782.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -300827.843750 Penalty: 2592.505127
	Iteration 21Q: 3 clusters Score -300827.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -300863.906250 Penalty: 2592.505127
	Iteration 22Q: 3 clusters Score -300863.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -300902.343750 Penalty: 2592.505127
	Iteration 23Q: 3 clusters Score -300902.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -300920.437500 Penalty: 2592.505127
	Iteration 24Q: 3 clusters Score -300920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -300932.187500 Penalty: 2592.505127
	Iteration 25Q: 3 clusters Score -300932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -300940.906250 Penalty: 2592.505127
	Iteration 26Q: 3 clusters Score -300940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -300944.625000 Penalty: 2592.505127
	Iteration 27Q: 3 clusters Score -300944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -300946.281250 Penalty: 2592.505127
	Iteration 28Q: 3 clusters Score -300946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -300947.187500 Penalty: 2592.505127
	Iteration 29Q: 3 clusters Score -300947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -300948.218750 Penalty: 2592.505127
	Iteration 30Q: 3 clusters Score -300948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -300948.593750 Penalty: 2592.505127
	Iteration 31Q: 3 clusters Score -300948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -300948.750000 Penalty: 2592.505127
	Iteration 32Q: 3 clusters Score -300948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -300948.750000 Penalty: 2592.505127
	Iteration 33F: 3 clusters Score -300948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -5301106.000000 Penalty: 1756.354126
	Iteration 0F: 2 clusters Score -5301106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -5268064.500000 Penalty: 3512.708252
	Iteration 0F: 3 clusters Score -5268064 nChanged 23276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5281511.000000 Penalty: 3512.708252
	Iteration 1F: 3 clusters Score -5281511 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5282762.000000 Penalty: 3512.708252
	Iteration 2F: 3 clusters Score -5282762 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -5284977.000000 Penalty: 3512.708252
	Iteration 3F: 3 clusters Score -5284977 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -5288576.500000 Penalty: 3512.708252
	Iteration 4F: 3 clusters Score -5288576 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5292755.500000 Penalty: 3512.708252
	Iteration 5F: 3 clusters Score -5292756 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -5296182.500000 Penalty: 3512.708252
	Iteration 6F: 3 clusters Score -5296182 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5298335.500000 Penalty: 3512.708252
	Iteration 7Q: 3 clusters Score -5298336 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -5299506.000000 Penalty: 3512.708252
	Iteration 8Q: 3 clusters Score -5299506 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5300059.500000 Penalty: 3512.708252
	Iteration 9Q: 3 clusters Score -5300060 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5300310.000000 Penalty: 3512.708252
	Iteration 10Q: 3 clusters Score -5300310 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5300432.500000 Penalty: 3512.708252
	Iteration 11Q: 3 clusters Score -5300432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -5300504.500000 Penalty: 3512.708252
	Iteration 12Q: 3 clusters Score -5300504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5300534.500000 Penalty: 3512.708252
	Iteration 13Q: 3 clusters Score -5300534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5300544.000000 Penalty: 3512.708252
	Iteration 14Q: 3 clusters Score -5300544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5300553.500000 Penalty: 3512.708252
	Iteration 15Q: 3 clusters Score -5300554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -5300558.500000 Penalty: 3512.708252
	Iteration 16Q: 3 clusters Score -5300558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -5300569.500000 Penalty: 3512.708252
	Iteration 17Q: 3 clusters Score -5300570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5300580.000000 Penalty: 3512.708252
	Iteration 18Q: 3 clusters Score -5300580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5300583.500000 Penalty: 3512.708252
	Iteration 19Q: 3 clusters Score -5300584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -5300583.500000 Penalty: 3512.708252
	Iteration 20F: 3 clusters Score -5300584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5300590.500000 Penalty: 3512.708252
	Iteration 21Q: 3 clusters Score -5300590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -5300583.500000 Penalty: 3512.708252
	Iteration 22Q: 3 clusters Score -5300584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -5300582.500000 Penalty: 3512.708252
	Iteration 23Q: 3 clusters Score -5300582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -5300580.500000 Penalty: 3512.708252
	Iteration 24Q: 3 clusters Score -5300580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5300581.500000 Penalty: 3512.708252
	Iteration 25Q: 3 clusters Score -5300582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -5300573.000000 Penalty: 3512.708252
	Iteration 26Q: 3 clusters Score -5300573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -5300576.500000 Penalty: 3512.708252
	Iteration 27Q: 3 clusters Score -5300576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 28Q: 3 clusters Score -5300583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 29F: 3 clusters Score -5300583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Entering Unmasked Estep 
Score: -4955485.500000 Penalty: 1746.141357
	Iteration 0F: 2 clusters Score -4955486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4924357.000000 Penalty: 3492.282715
	Iteration 0F: 3 clusters Score -4924357 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4936764.000000 Penalty: 3492.282715
	Iteration 1F: 3 clusters Score -4936764 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4937390.500000 Penalty: 3492.282715
	Iteration 2Q: 3 clusters Score -4937390 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4938271.500000 Penalty: 3492.282715
	Iteration 3Q: 3 clusters Score -4938272 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4939485.500000 Penalty: 3492.282715
	Iteration 4Q: 3 clusters Score -4939486 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4941171.500000 Penalty: 3492.282715
	Iteration 5F: 3 clusters Score -4941172 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4943179.500000 Penalty: 3492.282715
	Iteration 6F: 3 clusters Score -4943180 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4945176.000000 Penalty: 3492.282715
	Iteration 7F: 3 clusters Score -4945176 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4946785.500000 Penalty: 3492.282715
	Iteration 8F: 3 clusters Score -4946786 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4947747.500000 Penalty: 3492.282715
	Iteration 9Q: 3 clusters Score -4947748 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4948224.000000 Penalty: 3492.282715
	Iteration 10Q: 3 clusters Score -4948224 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4948453.500000 Penalty: 3492.282715
	Iteration 11Q: 3 clusters Score -4948454 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4948648.000000 Penalty: 3492.282715
	Iteration 12Q: 3 clusters Score -4948648 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4948844.500000 Penalty: 3492.282715
	Iteration 13Q: 3 clusters Score -4948844 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4949043.000000 Penalty: 3492.282715
	Iteration 14Q: 3 clusters Score -4949043 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4949199.500000 Penalty: 3492.282715
	Iteration 15Q: 3 clusters Score -4949200 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4949412.500000 Penalty: 3492.282715
	Iteration 16Q: 3 clusters Score -4949412 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -4949614.500000 Penalty: 3492.282715
	Iteration 17Q: 3 clusters Score -4949614 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4949853.500000 Penalty: 3492.282715
	Iteration 18Q: 3 clusters Score -4949854 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -4950100.000000 Penalty: 3492.282715
	Iteration 19Q: 3 clusters Score -4950100 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -4950358.500000 Penalty: 3492.282715
	Iteration 20F: 3 clusters Score -4950358 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4950581.000000 Penalty: 3492.282715
	Iteration 21Q: 3 clusters Score -4950581 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4950850.500000 Penalty: 3492.282715
	Iteration 22Q: 3 clusters Score -4950850 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4951207.500000 Penalty: 3492.282715
	Iteration 23Q: 3 clusters Score -4951208 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4951486.000000 Penalty: 3492.282715
	Iteration 24Q: 3 clusters Score -4951486 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -4951815.500000 Penalty: 3492.282715
	Iteration 25Q: 3 clusters Score -4951816 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -4952114.000000 Penalty: 3492.282715
	Iteration 26Q: 3 clusters Score -4952114 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -4952437.500000 Penalty: 3492.282715
	Iteration 27Q: 3 clusters Score -4952438 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -4952733.000000 Penalty: 3492.282715
	Iteration 28Q: 3 clusters Score -4952733 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -4952996.500000 Penalty: 3492.282715
	Iteration 29Q: 3 clusters Score -4952996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -4953221.500000 Penalty: 3492.282715
	Iteration 30Q: 3 clusters Score -4953222 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -4953407.500000 Penalty: 3492.282715
	Iteration 31Q: 3 clusters Score -4953408 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -4953534.500000 Penalty: 3492.282715
	Iteration 32Q: 3 clusters Score -4953534 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -4953637.000000 Penalty: 3492.282715
	Iteration 33Q: 3 clusters Score -4953637 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -4953721.500000 Penalty: 3492.282715
	Iteration 34Q: 3 clusters Score -4953722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -4953756.000000 Penalty: 3492.282715
	Iteration 35Q: 3 clusters Score -4953756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -4953787.000000 Penalty: 3492.282715
	Iteration 36Q: 3 clusters Score -4953787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -4953816.500000 Penalty: 3492.282715
	Iteration 37Q: 3 clusters Score -4953816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -4953838.500000 Penalty: 3492.282715
	Iteration 38Q: 3 clusters Score -4953838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -4953854.000000 Penalty: 3492.282715
	Iteration 39Q: 3 clusters Score -4953854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -4953872.000000 Penalty: 3492.282715
	Iteration 40F: 3 clusters Score -4953872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -4953877.000000 Penalty: 3492.282715
	Iteration 41Q: 3 clusters Score -4953877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -4953894.500000 Penalty: 3492.282715
	Iteration 42Q: 3 clusters Score -4953894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -4953902.500000 Penalty: 3492.282715
	Iteration 43Q: 3 clusters Score -4953902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -4953907.500000 Penalty: 3492.282715
	Iteration 44Q: 3 clusters Score -4953908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -4953916.500000 Penalty: 3492.282715
	Iteration 45Q: 3 clusters Score -4953916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -4953920.000000 Penalty: 3492.282715
	Iteration 46Q: 3 clusters Score -4953920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -4953925.000000 Penalty: 3492.282715
	Iteration 47Q: 3 clusters Score -4953925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -4953926.500000 Penalty: 3492.282715
	Iteration 48Q: 3 clusters Score -4953926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -4953930.000000 Penalty: 3492.282715
	Iteration 49Q: 3 clusters Score -4953930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -4953937.000000 Penalty: 3492.282715
	Iteration 50Q: 3 clusters Score -4953937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -4953940.500000 Penalty: 3492.282715
	Iteration 51Q: 3 clusters Score -4953940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -4953940.500000 Penalty: 3492.282715
	Iteration 52Q: 3 clusters Score -4953940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -4953944.000000 Penalty: 3492.282715
	Iteration 53Q: 3 clusters Score -4953944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -4953946.500000 Penalty: 3492.282715
	Iteration 54Q: 3 clusters Score -4953946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -4953948.500000 Penalty: 3492.282715
	Iteration 55Q: 3 clusters Score -4953948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -4953947.500000 Penalty: 3492.282715
	Iteration 56Q: 3 clusters Score -4953948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -4953947.500000 Penalty: 3492.282715
	Iteration 57Q: 3 clusters Score -4953948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -4953949.000000 Penalty: 3492.282715
	Iteration 58Q: 3 clusters Score -4953949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -4953947.500000 Penalty: 3492.282715
	Iteration 59Q: 3 clusters Score -4953948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -4953950.000000 Penalty: 3492.282715
	Iteration 60F: 3 clusters Score -4953950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -4953951.000000 Penalty: 3492.282715
	Iteration 61Q: 3 clusters Score -4953951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -4953953.500000 Penalty: 3492.282715
	Iteration 62Q: 3 clusters Score -4953954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -4953953.500000 Penalty: 3492.282715
	Iteration 63F: 3 clusters Score -4953954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Entering Unmasked Estep 
Score: -2446629.250000 Penalty: 1631.064331
	Iteration 0F: 2 clusters Score -2446629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2431086.500000 Penalty: 3262.128662
	Iteration 0F: 3 clusters Score -2431086 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2436684.750000 Penalty: 3262.128662
	Iteration 1F: 3 clusters Score -2436685 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2436964.500000 Penalty: 3262.128662
	Iteration 2Q: 3 clusters Score -2436964 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2437252.750000 Penalty: 3262.128662
	Iteration 3Q: 3 clusters Score -2437253 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2437560.000000 Penalty: 3262.128662
	Iteration 4Q: 3 clusters Score -2437560 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2437951.000000 Penalty: 3262.128662
	Iteration 5Q: 3 clusters Score -2437951 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2438396.750000 Penalty: 3262.128662
	Iteration 6Q: 3 clusters Score -2438397 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2438967.250000 Penalty: 3262.128662
	Iteration 7Q: 3 clusters Score -2438967 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2439738.250000 Penalty: 3262.128662
	Iteration 8F: 3 clusters Score -2439738 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2440760.500000 Penalty: 3262.128662
	Iteration 9F: 3 clusters Score -2440760 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2441781.000000 Penalty: 3262.128662
	Iteration 10F: 3 clusters Score -2441781 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2442647.250000 Penalty: 3262.128662
	Iteration 11Q: 3 clusters Score -2442647 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2443199.250000 Penalty: 3262.128662
	Iteration 12Q: 3 clusters Score -2443199 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2443504.750000 Penalty: 3262.128662
	Iteration 13Q: 3 clusters Score -2443505 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2443694.500000 Penalty: 3262.128662
	Iteration 14Q: 3 clusters Score -2443694 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2443843.500000 Penalty: 3262.128662
	Iteration 15Q: 3 clusters Score -2443844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2443994.000000 Penalty: 3262.128662
	Iteration 16Q: 3 clusters Score -2443994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2444104.750000 Penalty: 3262.128662
	Iteration 17Q: 3 clusters Score -2444105 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2444211.000000 Penalty: 3262.128662
	Iteration 18Q: 3 clusters Score -2444211 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2444288.750000 Penalty: 3262.128662
	Iteration 19Q: 3 clusters Score -2444289 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2444385.750000 Penalty: 3262.128662
	Iteration 20F: 3 clusters Score -2444386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2444491.500000 Penalty: 3262.128662
	Iteration 21Q: 3 clusters Score -2444492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2444585.000000 Penalty: 3262.128662
	Iteration 22Q: 3 clusters Score -2444585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2444679.250000 Penalty: 3262.128662
	Iteration 23Q: 3 clusters Score -2444679 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2444768.750000 Penalty: 3262.128662
	Iteration 24Q: 3 clusters Score -2444769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2444879.500000 Penalty: 3262.128662
	Iteration 25Q: 3 clusters Score -2444880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2444945.750000 Penalty: 3262.128662
	Iteration 26Q: 3 clusters Score -2444946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2445021.250000 Penalty: 3262.128662
	Iteration 27Q: 3 clusters Score -2445021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2445065.750000 Penalty: 3262.128662
	Iteration 28Q: 3 clusters Score -2445066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2445103.000000 Penalty: 3262.128662
	Iteration 29Q: 3 clusters Score -2445103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2445125.500000 Penalty: 3262.128662
	Iteration 30Q: 3 clusters Score -2445126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2445142.500000 Penalty: 3262.128662
	Iteration 31Q: 3 clusters Score -2445142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2445169.500000 Penalty: 3262.128662
	Iteration 32Q: 3 clusters Score -2445170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2445182.500000 Penalty: 3262.128662
	Iteration 33Q: 3 clusters Score -2445182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2445189.750000 Penalty: 3262.128662
	Iteration 34Q: 3 clusters Score -2445190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2445197.750000 Penalty: 3262.128662
	Iteration 35Q: 3 clusters Score -2445198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2445205.000000 Penalty: 3262.128662
	Iteration 36Q: 3 clusters Score -2445205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2445214.500000 Penalty: 3262.128662
	Iteration 37Q: 3 clusters Score -2445214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2445213.500000 Penalty: 3262.128662
	Iteration 38Q: 3 clusters Score -2445214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2445215.750000 Penalty: 3262.128662
	Iteration 39Q: 3 clusters Score -2445216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2445224.250000 Penalty: 3262.128662
	Iteration 40F: 3 clusters Score -2445224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2445231.750000 Penalty: 3262.128662
	Iteration 41Q: 3 clusters Score -2445232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2445230.000000 Penalty: 3262.128662
	Iteration 42Q: 3 clusters Score -2445230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2445235.750000 Penalty: 3262.128662
	Iteration 43Q: 3 clusters Score -2445236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2445243.250000 Penalty: 3262.128662
	Iteration 44Q: 3 clusters Score -2445243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2445242.500000 Penalty: 3262.128662
	Iteration 45Q: 3 clusters Score -2445242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2445244.500000 Penalty: 3262.128662
	Iteration 46Q: 3 clusters Score -2445244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2445250.250000 Penalty: 3262.128662
	Iteration 47Q: 3 clusters Score -2445250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2445249.750000 Penalty: 3262.128662
	Iteration 48Q: 3 clusters Score -2445250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2445250.750000 Penalty: 3262.128662
	Iteration 49Q: 3 clusters Score -2445251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2445255.750000 Penalty: 3262.128662
	Iteration 50Q: 3 clusters Score -2445256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2445255.000000 Penalty: 3262.128662
	Iteration 51Q: 3 clusters Score -2445255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2445254.250000 Penalty: 3262.128662
	Iteration 52Q: 3 clusters Score -2445254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2445255.000000 Penalty: 3262.128662
	Iteration 53Q: 3 clusters Score -2445255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2445255.750000 Penalty: 3262.128662
	Iteration 54Q: 3 clusters Score -2445256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2445259.250000 Penalty: 3262.128662
	Iteration 55Q: 3 clusters Score -2445259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2445259.500000 Penalty: 3262.128662
	Iteration 56Q: 3 clusters Score -2445260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2445262.750000 Penalty: 3262.128662
	Iteration 57Q: 3 clusters Score -2445263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2445261.500000 Penalty: 3262.128662
	Iteration 58Q: 3 clusters Score -2445262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2445261.500000 Penalty: 3262.128662
	Iteration 59F: 3 clusters Score -2445262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Entering Unmasked Estep 
Score: -4956764.000000 Penalty: 1746.927246
	Iteration 0F: 2 clusters Score -4956764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4925472.500000 Penalty: 3493.854492
	Iteration 0F: 3 clusters Score -4925472 nChanged 22004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4938396.000000 Penalty: 3493.854492
	Iteration 1F: 3 clusters Score -4938396 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4939302.000000 Penalty: 3493.854492
	Iteration 2Q: 3 clusters Score -4939302 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4940613.500000 Penalty: 3493.854492
	Iteration 3F: 3 clusters Score -4940614 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4942428.500000 Penalty: 3493.854492
	Iteration 4F: 3 clusters Score -4942428 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4944624.500000 Penalty: 3493.854492
	Iteration 5F: 3 clusters Score -4944624 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4946960.500000 Penalty: 3493.854492
	Iteration 6F: 3 clusters Score -4946960 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4948914.500000 Penalty: 3493.854492
	Iteration 7F: 3 clusters Score -4948914 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4950190.000000 Penalty: 3493.854492
	Iteration 8Q: 3 clusters Score -4950190 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4950947.500000 Penalty: 3493.854492
	Iteration 9Q: 3 clusters Score -4950948 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4951431.500000 Penalty: 3493.854492
	Iteration 10Q: 3 clusters Score -4951432 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4951803.000000 Penalty: 3493.854492
	Iteration 11Q: 3 clusters Score -4951803 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4952075.500000 Penalty: 3493.854492
	Iteration 12Q: 3 clusters Score -4952076 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -4952298.000000 Penalty: 3493.854492
	Iteration 13Q: 3 clusters Score -4952298 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4952520.000000 Penalty: 3493.854492
	Iteration 14Q: 3 clusters Score -4952520 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4952743.000000 Penalty: 3493.854492
	Iteration 15Q: 3 clusters Score -4952743 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4952953.000000 Penalty: 3493.854492
	Iteration 16Q: 3 clusters Score -4952953 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4953160.000000 Penalty: 3493.854492
	Iteration 17Q: 3 clusters Score -4953160 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4953381.000000 Penalty: 3493.854492
	Iteration 18Q: 3 clusters Score -4953381 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4953538.000000 Penalty: 3493.854492
	Iteration 19Q: 3 clusters Score -4953538 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4953693.500000 Penalty: 3493.854492
	Iteration 20F: 3 clusters Score -4953694 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4953848.000000 Penalty: 3493.854492
	Iteration 21Q: 3 clusters Score -4953848 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4954008.500000 Penalty: 3493.854492
	Iteration 22Q: 3 clusters Score -4954008 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4954166.500000 Penalty: 3493.854492
	Iteration 23Q: 3 clusters Score -4954166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4954339.000000 Penalty: 3493.854492
	Iteration 24Q: 3 clusters Score -4954339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4954474.500000 Penalty: 3493.854492
	Iteration 25Q: 3 clusters Score -4954474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4954594.000000 Penalty: 3493.854492
	Iteration 26Q: 3 clusters Score -4954594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4954721.000000 Penalty: 3493.854492
	Iteration 27Q: 3 clusters Score -4954721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4954821.000000 Penalty: 3493.854492
	Iteration 28Q: 3 clusters Score -4954821 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4954904.500000 Penalty: 3493.854492
	Iteration 29Q: 3 clusters Score -4954904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4954971.500000 Penalty: 3493.854492
	Iteration 30Q: 3 clusters Score -4954972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4955031.000000 Penalty: 3493.854492
	Iteration 31Q: 3 clusters Score -4955031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4955077.500000 Penalty: 3493.854492
	Iteration 32Q: 3 clusters Score -4955078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4955101.000000 Penalty: 3493.854492
	Iteration 33Q: 3 clusters Score -4955101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4955112.000000 Penalty: 3493.854492
	Iteration 34Q: 3 clusters Score -4955112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4955145.500000 Penalty: 3493.854492
	Iteration 35Q: 3 clusters Score -4955146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4955171.500000 Penalty: 3493.854492
	Iteration 36Q: 3 clusters Score -4955172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4955197.000000 Penalty: 3493.854492
	Iteration 37Q: 3 clusters Score -4955197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4955214.500000 Penalty: 3493.854492
	Iteration 38Q: 3 clusters Score -4955214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4955225.500000 Penalty: 3493.854492
	Iteration 39Q: 3 clusters Score -4955226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4955239.500000 Penalty: 3493.854492
	Iteration 40F: 3 clusters Score -4955240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4955244.500000 Penalty: 3493.854492
	Iteration 41Q: 3 clusters Score -4955244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4955247.500000 Penalty: 3493.854492
	Iteration 42Q: 3 clusters Score -4955248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4955258.000000 Penalty: 3493.854492
	Iteration 43Q: 3 clusters Score -4955258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4955258.000000 Penalty: 3493.854492
	Iteration 44Q: 3 clusters Score -4955258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4955266.000000 Penalty: 3493.854492
	Iteration 45Q: 3 clusters Score -4955266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4955272.500000 Penalty: 3493.854492
	Iteration 46Q: 3 clusters Score -4955272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4955276.000000 Penalty: 3493.854492
	Iteration 47Q: 3 clusters Score -4955276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4955276.500000 Penalty: 3493.854492
	Iteration 48Q: 3 clusters Score -4955276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4955274.500000 Penalty: 3493.854492
	Iteration 49Q: 3 clusters Score -4955274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4955286.500000 Penalty: 3493.854492
	Iteration 50Q: 3 clusters Score -4955286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4955286.000000 Penalty: 3493.854492
	Iteration 51Q: 3 clusters Score -4955286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4955297.000000 Penalty: 3493.854492
	Iteration 52Q: 3 clusters Score -4955297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4955303.000000 Penalty: 3493.854492
	Iteration 53Q: 3 clusters Score -4955303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4955305.000000 Penalty: 3493.854492
	Iteration 54Q: 3 clusters Score -4955305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4955304.500000 Penalty: 3493.854492
	Iteration 55Q: 3 clusters Score -4955304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4955305.500000 Penalty: 3493.854492
	Iteration 56Q: 3 clusters Score -4955306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4955304.000000 Penalty: 3493.854492
	Iteration 57Q: 3 clusters Score -4955304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4955309.000000 Penalty: 3493.854492
	Iteration 58Q: 3 clusters Score -4955309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4955313.000000 Penalty: 3493.854492
	Iteration 59Q: 3 clusters Score -4955313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4955311.000000 Penalty: 3493.854492
	Iteration 60F: 3 clusters Score -4955311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4955310.500000 Penalty: 3493.854492
	Iteration 61Q: 3 clusters Score -4955310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4955312.500000 Penalty: 3493.854492
	Iteration 62Q: 3 clusters Score -4955312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4955315.000000 Penalty: 3493.854492
	Iteration 63Q: 3 clusters Score -4955315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4955310.500000 Penalty: 3493.854492
	Iteration 64Q: 3 clusters Score -4955310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4955312.000000 Penalty: 3493.854492
	Iteration 65Q: 3 clusters Score -4955312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4955313.000000 Penalty: 3493.854492
	Iteration 66Q: 3 clusters Score -4955313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4955313.000000 Penalty: 3493.854492
	Iteration 67F: 3 clusters Score -4955313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Entering Unmasked Estep 
Score: -6636701.500000 Penalty: 1793.326782
	Iteration 0F: 2 clusters Score -6636702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6595295.000000 Penalty: 3586.653564
	Iteration 0F: 3 clusters Score -6595295 nChanged 29214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -6612136.500000 Penalty: 3586.653564
	Iteration 1F: 3 clusters Score -6612136 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6613109.500000 Penalty: 3586.653564
	Iteration 2Q: 3 clusters Score -6613110 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6614482.000000 Penalty: 3586.653564
	Iteration 3Q: 3 clusters Score -6614482 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -6616529.000000 Penalty: 3586.653564
	Iteration 4F: 3 clusters Score -6616529 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -6619112.000000 Penalty: 3586.653564
	Iteration 5F: 3 clusters Score -6619112 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -6622381.000000 Penalty: 3586.653564
	Iteration 6F: 3 clusters Score -6622381 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -6625837.000000 Penalty: 3586.653564
	Iteration 7F: 3 clusters Score -6625837 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -6629219.000000 Penalty: 3586.653564
	Iteration 8F: 3 clusters Score -6629219 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6631933.500000 Penalty: 3586.653564
	Iteration 9Q: 3 clusters Score -6631934 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6633745.000000 Penalty: 3586.653564
	Iteration 10Q: 3 clusters Score -6633745 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6634571.500000 Penalty: 3586.653564
	Iteration 11Q: 3 clusters Score -6634572 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6634859.500000 Penalty: 3586.653564
	Iteration 12Q: 3 clusters Score -6634860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6634971.500000 Penalty: 3586.653564
	Iteration 13Q: 3 clusters Score -6634972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6635012.000000 Penalty: 3586.653564
	Iteration 14Q: 3 clusters Score -6635012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6635047.500000 Penalty: 3586.653564
	Iteration 15Q: 3 clusters Score -6635048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6635064.000000 Penalty: 3586.653564
	Iteration 16Q: 3 clusters Score -6635064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6635073.000000 Penalty: 3586.653564
	Iteration 17Q: 3 clusters Score -6635073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6635079.500000 Penalty: 3586.653564
	Iteration 18Q: 3 clusters Score -6635080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6635080.500000 Penalty: 3586.653564
	Iteration 19Q: 3 clusters Score -6635080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6635088.500000 Penalty: 3586.653564
	Iteration 20F: 3 clusters Score -6635088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6635092.000000 Penalty: 3586.653564
	Iteration 21Q: 3 clusters Score -6635092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6635095.500000 Penalty: 3586.653564
	Iteration 22Q: 3 clusters Score -6635096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6635101.000000 Penalty: 3586.653564
	Iteration 23Q: 3 clusters Score -6635101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6635106.500000 Penalty: 3586.653564
	Iteration 24Q: 3 clusters Score -6635106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6635106.500000 Penalty: 3586.653564
	Iteration 25F: 3 clusters Score -6635106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -287838.468750 Penalty: 1287.779419
	Iteration 0F: 2 clusters Score -287838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285246.281250 Penalty: 2575.558838
	Iteration 0F: 3 clusters Score -285246.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -285851.812500 Penalty: 2575.558838
	Iteration 1F: 3 clusters Score -285851.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285964.656250 Penalty: 2575.558838
	Iteration 2F: 3 clusters Score -285964.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -286023.812500 Penalty: 2575.558838
	Iteration 3Q: 3 clusters Score -286023.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -286072.406250 Penalty: 2575.558838
	Iteration 4Q: 3 clusters Score -286072.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -286120.437500 Penalty: 2575.558838
	Iteration 5Q: 3 clusters Score -286120.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -286173.343750 Penalty: 2575.558838
	Iteration 6Q: 3 clusters Score -286173.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -286219.718750 Penalty: 2575.558838
	Iteration 7Q: 3 clusters Score -286219.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -286275.812500 Penalty: 2575.558838
	Iteration 8Q: 3 clusters Score -286275.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -286321.156250 Penalty: 2575.558838
	Iteration 9Q: 3 clusters Score -286321.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -286360.812500 Penalty: 2575.558838
	Iteration 10Q: 3 clusters Score -286360.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -286414.687500 Penalty: 2575.558838
	Iteration 11Q: 3 clusters Score -286414.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -286453.718750 Penalty: 2575.558838
	Iteration 12Q: 3 clusters Score -286453.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -286483.312500 Penalty: 2575.558838
	Iteration 13Q: 3 clusters Score -286483.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -286515.156250 Penalty: 2575.558838
	Iteration 14Q: 3 clusters Score -286515.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -286540.781250 Penalty: 2575.558838
	Iteration 15Q: 3 clusters Score -286540.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -286559.937500 Penalty: 2575.558838
	Iteration 16Q: 3 clusters Score -286559.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -286579.375000 Penalty: 2575.558838
	Iteration 17Q: 3 clusters Score -286579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -286592.718750 Penalty: 2575.558838
	Iteration 18Q: 3 clusters Score -286592.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -286604.062500 Penalty: 2575.558838
	Iteration 19Q: 3 clusters Score -286604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -286617.437500 Penalty: 2575.558838
	Iteration 20F: 3 clusters Score -286617.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -286629.062500 Penalty: 2575.558838
	Iteration 21Q: 3 clusters Score -286629.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -286650.656250 Penalty: 2575.558838
	Iteration 22Q: 3 clusters Score -286650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -286662.218750 Penalty: 2575.558838
	Iteration 23Q: 3 clusters Score -286662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -286672.968750 Penalty: 2575.558838
	Iteration 24Q: 3 clusters Score -286673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -286685.281250 Penalty: 2575.558838
	Iteration 25Q: 3 clusters Score -286685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -286697.968750 Penalty: 2575.558838
	Iteration 26Q: 3 clusters Score -286698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -286703.781250 Penalty: 2575.558838
	Iteration 27Q: 3 clusters Score -286703.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -286711.468750 Penalty: 2575.558838
	Iteration 28Q: 3 clusters Score -286711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -286719.968750 Penalty: 2575.558838
	Iteration 29Q: 3 clusters Score -286720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -286721.468750 Penalty: 2575.558838
	Iteration 30Q: 3 clusters Score -286721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -286725.156250 Penalty: 2575.558838
	Iteration 31Q: 3 clusters Score -286725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -286725.937500 Penalty: 2575.558838
	Iteration 32Q: 3 clusters Score -286725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -286725.937500 Penalty: 2575.558838
	Iteration 33F: 3 clusters Score -286725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206293 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89685 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 34080 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46420 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 359Q: 20 clusters Score -7.021705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206288 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89686 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 34082 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46420 members 
Mstep: Class 17 contains 22867 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217088.000000 Penalty: 41459.531250
Iteration 360F: 20 clusters Score -7.021709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206286 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89688 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 34081 members 
Mstep: Class 13 contains 38176 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46420 members 
Mstep: Class 17 contains 22869 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 361Q: 20 clusters Score -7.021707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206282 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89690 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38176 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46421 members 
Mstep: Class 17 contains 22872 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 362Q: 20 clusters Score -7.021706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206276 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89691 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29015 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38176 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46422 members 
Mstep: Class 17 contains 22874 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 363Q: 20 clusters Score -7.021705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206274 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89686 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29018 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38175 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46427 members 
Mstep: Class 17 contains 22874 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 364Q: 20 clusters Score -7.021706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206270 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89682 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46432 members 
Mstep: Class 17 contains 22874 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 365Q: 20 clusters Score -7.021706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206263 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89682 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46433 members 
Mstep: Class 17 contains 22876 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 366Q: 20 clusters Score -7.021706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206266 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89680 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46433 members 
Mstep: Class 17 contains 22877 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 367Q: 20 clusters Score -7.021706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206264 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89680 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22877 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 368Q: 20 clusters Score -7.021705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206263 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89679 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22878 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 369Q: 20 clusters Score -7.021705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206265 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89678 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22879 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62059 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 370Q: 20 clusters Score -7.021706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206267 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89676 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34080 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 371Q: 20 clusters Score -7.021706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206269 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89674 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 372Q: 20 clusters Score -7.021707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206271 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89673 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22879 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 373Q: 20 clusters Score -7.021706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89671 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22880 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 374Q: 20 clusters Score -7.021706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206269 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89672 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22881 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217104.000000 Penalty: 41459.531250
Iteration 375Q: 20 clusters Score -7.02171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206264 members 
Mstep: Class 5 contains 19210 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89674 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38175 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 376Q: 20 clusters Score -7.021706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19211 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89675 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62056 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217072.000000 Penalty: 41459.531250
Iteration 377Q: 20 clusters Score -7.021707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206262 members 
Mstep: Class 5 contains 19211 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89675 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46436 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62054 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 378Q: 20 clusters Score -7.021705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206267 members 
Mstep: Class 5 contains 19211 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89672 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34078 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46436 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62053 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 379Q: 20 clusters Score -7.021705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14415 members 
Mstep: Class 4 contains 206270 members 
Mstep: Class 5 contains 19210 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89669 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46436 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62054 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 380F: 20 clusters Score -7.021703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 206271 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89667 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49430 members 
Mstep: Class 16 contains 46437 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62056 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 381Q: 20 clusters Score -7.021706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89664 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46437 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 62057 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 382Q: 20 clusters Score -7.021706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 206271 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89662 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46438 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62059 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217056.000000 Penalty: 41459.531250
Iteration 383Q: 20 clusters Score -7.021706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89660 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46438 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 384Q: 20 clusters Score -7.021705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206274 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89658 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46438 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217048.000000 Penalty: 41459.531250
Iteration 385Q: 20 clusters Score -7.021705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89654 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34079 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46439 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 62064 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217032.000000 Penalty: 41459.531250
Iteration 386Q: 20 clusters Score -7.021703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89654 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34080 members 
Mstep: Class 13 contains 38171 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46440 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46649 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217064.000000 Penalty: 41459.531250
Iteration 387Q: 20 clusters Score -7.021706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89651 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34081 members 
Mstep: Class 13 contains 38171 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46440 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217088.000000 Penalty: 41459.531250
Iteration 388Q: 20 clusters Score -7.021709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206275 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89646 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34082 members 
Mstep: Class 13 contains 38171 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 389Q: 20 clusters Score -7.021713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206275 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89644 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34083 members 
Mstep: Class 13 contains 38171 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217120.000000 Penalty: 41459.531250
Iteration 390Q: 20 clusters Score -7.021712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206275 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89645 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34082 members 
Mstep: Class 13 contains 38170 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217136.000000 Penalty: 41459.531250
Iteration 391Q: 20 clusters Score -7.021714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206274 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89646 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34081 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62062 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217136.000000 Penalty: 41459.531250
Iteration 392Q: 20 clusters Score -7.021714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206271 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34080 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62062 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217184.000000 Penalty: 41459.531250
Iteration 393Q: 20 clusters Score -7.021718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206272 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89646 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 34081 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22884 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217200.000000 Penalty: 41459.531250
Iteration 394Q: 20 clusters Score -7.02172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206268 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34082 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22886 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62061 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217168.000000 Penalty: 41459.531250
Iteration 395Q: 20 clusters Score -7.021717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206264 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89648 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46440 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 396Q: 20 clusters Score -7.021713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89650 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34085 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46440 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217112.000000 Penalty: 41459.531250
Iteration 397Q: 20 clusters Score -7.021711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89650 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34085 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 398Q: 20 clusters Score -7.021713e+07 nChanged 3
Entering ConstructFrom: 
Score: -70217128.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -223367.625000 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -223367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -221113.531250 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -221113.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -221876.984375 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -221877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -222300.500000 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -222300.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -222572.765625 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -222572.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -222701.343750 Penalty: 2521.874512
	Iteration 4F: 3 clusters Score -222701.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -222788.109375 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -222788.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -222876.187500 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -222876.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -222935.484375 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -222935.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -222980.515625 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -222980.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223022.484375 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -223022.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -223056.890625 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -223056.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -223090.421875 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -223090.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -223114.609375 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -223114.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -223133.453125 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -223133.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223148.031250 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -223148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223162.250000 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -223162.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -223173.109375 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -223173.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223188.046875 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -223188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223209.703125 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -223209.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -223227.640625 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -223227.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -223244.234375 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -223244.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -223260.406250 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -223260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -223270.218750 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -223270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223276.718750 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -223276.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223284.421875 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -223284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223291.437500 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -223291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223296.343750 Penalty: 2521.874512
	Iteration 26Q: 3 clusters Score -223296.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -223306.562500 Penalty: 2521.874512
	Iteration 27Q: 3 clusters Score -223306.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -223312.687500 Penalty: 2521.874512
	Iteration 28Q: 3 clusters Score -223312.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -223316.203125 Penalty: 2521.874512
	Iteration 29Q: 3 clusters Score -223316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223319.234375 Penalty: 2521.874512
	Iteration 30Q: 3 clusters Score -223319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223320.671875 Penalty: 2521.874512
	Iteration 31Q: 3 clusters Score -223320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223323.156250 Penalty: 2521.874512
	Iteration 32Q: 3 clusters Score -223323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -223327.015625 Penalty: 2521.874512
	Iteration 33Q: 3 clusters Score -223327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223331.359375 Penalty: 2521.874512
	Iteration 34Q: 3 clusters Score -223331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223334.812500 Penalty: 2521.874512
	Iteration 35Q: 3 clusters Score -223334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -223335.562500 Penalty: 2521.874512
	Iteration 36Q: 3 clusters Score -223335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -223336.000000 Penalty: 2521.874512
	Iteration 37Q: 3 clusters Score -223336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223338.187500 Penalty: 2521.874512
	Iteration 38Q: 3 clusters Score -223338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -223340.609375 Penalty: 2521.874512
	Iteration 39Q: 3 clusters Score -223340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -223342.640625 Penalty: 2521.874512
	Iteration 40F: 3 clusters Score -223342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -223344.421875 Penalty: 2521.874512
	Iteration 41Q: 3 clusters Score -223344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -223344.765625 Penalty: 2521.874512
	Iteration 42Q: 3 clusters Score -223344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223345.593750 Penalty: 2521.874512
	Iteration 43Q: 3 clusters Score -223345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -223345.859375 Penalty: 2521.874512
	Iteration 44Q: 3 clusters Score -223345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -223348.421875 Penalty: 2521.874512
	Iteration 45Q: 3 clusters Score -223348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -223350.281250 Penalty: 2521.874512
	Iteration 46Q: 3 clusters Score -223350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -223356.609375 Penalty: 2521.874512
	Iteration 47Q: 3 clusters Score -223356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -223358.640625 Penalty: 2521.874512
	Iteration 48Q: 3 clusters Score -223358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -223359.031250 Penalty: 2521.874512
	Iteration 49Q: 3 clusters Score -223359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -223359.546875 Penalty: 2521.874512
	Iteration 50Q: 3 clusters Score -223359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -223359.546875 Penalty: 2521.874512
	Iteration 51F: 3 clusters Score -223359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -410499.000000 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -410499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -407057.062500 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -407057.1 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -408248.531250 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -408248.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -408976.093750 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -408976.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409607.281250 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -409607.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -409900.375000 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -409900.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -410077.812500 Penalty: 2708.078369
	Iteration 5F: 3 clusters Score -410077.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -410174.031250 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -410174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -410226.812500 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -410226.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -410247.125000 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -410247.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -410260.062500 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -410260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -410265.687500 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -410265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -410267.625000 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -410267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -410270.531250 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -410270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -410273.312500 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -410273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -410274.468750 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -410274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -410275.750000 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -410275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -410276.312500 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -410276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -410276.687500 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -410276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -410277.000000 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -410277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -410277.562500 Penalty: 2708.078369
	Iteration 19Q: 3 clusters Score -410277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -410278.281250 Penalty: 2708.078369
	Iteration 20F: 3 clusters Score -410278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -410277.968750 Penalty: 2708.078369
	Iteration 21Q: 3 clusters Score -410278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -410278.250000 Penalty: 2708.078369
	Iteration 22Q: 3 clusters Score -410278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -410279.187500 Penalty: 2708.078369
	Iteration 23Q: 3 clusters Score -410279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -410280.125000 Penalty: 2708.078369
	Iteration 24Q: 3 clusters Score -410280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -410281.593750 Penalty: 2708.078369
	Iteration 25Q: 3 clusters Score -410281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -410283.500000 Penalty: 2708.078369
	Iteration 26Q: 3 clusters Score -410283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -410285.000000 Penalty: 2708.078369
	Iteration 27Q: 3 clusters Score -410285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -410286.281250 Penalty: 2708.078369
	Iteration 28Q: 3 clusters Score -410286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -410287.656250 Penalty: 2708.078369
	Iteration 29Q: 3 clusters Score -410287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -410290.125000 Penalty: 2708.078369
	Iteration 30Q: 3 clusters Score -410290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -410290.500000 Penalty: 2708.078369
	Iteration 31Q: 3 clusters Score -410290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -410290.500000 Penalty: 2708.078369
	Iteration 32F: 3 clusters Score -410290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Entering Unmasked Estep 
Score: -1538079.875000 Penalty: 1556.081421
	Iteration 0F: 2 clusters Score -1538080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1528046.125000 Penalty: 3112.162842
	Iteration 0F: 3 clusters Score -1528046 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1531623.500000 Penalty: 3112.162842
	Iteration 1F: 3 clusters Score -1531624 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1532048.500000 Penalty: 3112.162842
	Iteration 2F: 3 clusters Score -1532048 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1532480.625000 Penalty: 3112.162842
	Iteration 3F: 3 clusters Score -1532481 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1532951.875000 Penalty: 3112.162842
	Iteration 4F: 3 clusters Score -1532952 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1533458.500000 Penalty: 3112.162842
	Iteration 5F: 3 clusters Score -1533458 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1534106.375000 Penalty: 3112.162842
	Iteration 6F: 3 clusters Score -1534106 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1534801.375000 Penalty: 3112.162842
	Iteration 7F: 3 clusters Score -1534801 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1535446.625000 Penalty: 3112.162842
	Iteration 8F: 3 clusters Score -1535447 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1535846.500000 Penalty: 3112.162842
	Iteration 9Q: 3 clusters Score -1535846 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1536060.625000 Penalty: 3112.162842
	Iteration 10Q: 3 clusters Score -1536061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1536177.500000 Penalty: 3112.162842
	Iteration 11Q: 3 clusters Score -1536178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1536245.125000 Penalty: 3112.162842
	Iteration 12Q: 3 clusters Score -1536245 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1536293.375000 Penalty: 3112.162842
	Iteration 13Q: 3 clusters Score -1536293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1536339.875000 Penalty: 3112.162842
	Iteration 14Q: 3 clusters Score -1536340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1536385.250000 Penalty: 3112.162842
	Iteration 15Q: 3 clusters Score -1536385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1536432.125000 Penalty: 3112.162842
	Iteration 16Q: 3 clusters Score -1536432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1536476.875000 Penalty: 3112.162842
	Iteration 17Q: 3 clusters Score -1536477 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1536518.750000 Penalty: 3112.162842
	Iteration 18Q: 3 clusters Score -1536519 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1536560.625000 Penalty: 3112.162842
	Iteration 19Q: 3 clusters Score -1536561 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1536595.000000 Penalty: 3112.162842
	Iteration 20F: 3 clusters Score -1536595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1536635.750000 Penalty: 3112.162842
	Iteration 21Q: 3 clusters Score -1536636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1536679.250000 Penalty: 3112.162842
	Iteration 22Q: 3 clusters Score -1536679 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1536734.625000 Penalty: 3112.162842
	Iteration 23Q: 3 clusters Score -1536735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1536780.875000 Penalty: 3112.162842
	Iteration 24Q: 3 clusters Score -1536781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1536811.875000 Penalty: 3112.162842
	Iteration 25Q: 3 clusters Score -1536812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1536851.125000 Penalty: 3112.162842
	Iteration 26Q: 3 clusters Score -1536851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1536880.250000 Penalty: 3112.162842
	Iteration 27Q: 3 clusters Score -1536880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1536899.750000 Penalty: 3112.162842
	Iteration 28Q: 3 clusters Score -1536900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1536918.375000 Penalty: 3112.162842
	Iteration 29Q: 3 clusters Score -1536918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1536942.250000 Penalty: 3112.162842
	Iteration 30Q: 3 clusters Score -1536942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1536958.000000 Penalty: 3112.162842
	Iteration 31Q: 3 clusters Score -1536958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1536976.875000 Penalty: 3112.162842
	Iteration 32Q: 3 clusters Score -1536977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1536990.250000 Penalty: 3112.162842
	Iteration 33Q: 3 clusters Score -1536990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1537003.375000 Penalty: 3112.162842
	Iteration 34Q: 3 clusters Score -1537003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1537008.125000 Penalty: 3112.162842
	Iteration 35Q: 3 clusters Score -1537008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1537018.125000 Penalty: 3112.162842
	Iteration 36Q: 3 clusters Score -1537018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1537024.625000 Penalty: 3112.162842
	Iteration 37Q: 3 clusters Score -1537025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1537031.875000 Penalty: 3112.162842
	Iteration 38Q: 3 clusters Score -1537032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1537036.375000 Penalty: 3112.162842
	Iteration 39Q: 3 clusters Score -1537036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1537042.250000 Penalty: 3112.162842
	Iteration 40F: 3 clusters Score -1537042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1537042.250000 Penalty: 3112.162842
	Iteration 41Q: 3 clusters Score -1537042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1537052.125000 Penalty: 3112.162842
	Iteration 42Q: 3 clusters Score -1537052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1537051.750000 Penalty: 3112.162842
	Iteration 43Q: 3 clusters Score -1537052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1537053.125000 Penalty: 3112.162842
	Iteration 44Q: 3 clusters Score -1537053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1537058.625000 Penalty: 3112.162842
	Iteration 45Q: 3 clusters Score -1537059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1537057.375000 Penalty: 3112.162842
	Iteration 46Q: 3 clusters Score -1537057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1537061.625000 Penalty: 3112.162842
	Iteration 47Q: 3 clusters Score -1537062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1537061.000000 Penalty: 3112.162842
	Iteration 48Q: 3 clusters Score -1537061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1537065.500000 Penalty: 3112.162842
	Iteration 49Q: 3 clusters Score -1537066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1537066.250000 Penalty: 3112.162842
	Iteration 50Q: 3 clusters Score -1537066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1537068.000000 Penalty: 3112.162842
	Iteration 51Q: 3 clusters Score -1537068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1537068.250000 Penalty: 3112.162842
	Iteration 52Q: 3 clusters Score -1537068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1537067.875000 Penalty: 3112.162842
	Iteration 53Q: 3 clusters Score -1537068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1537068.250000 Penalty: 3112.162842
	Iteration 54Q: 3 clusters Score -1537068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1537067.625000 Penalty: 3112.162842
	Iteration 55Q: 3 clusters Score -1537068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1537068.750000 Penalty: 3112.162842
	Iteration 56Q: 3 clusters Score -1537069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1537068.000000 Penalty: 3112.162842
	Iteration 57Q: 3 clusters Score -1537068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1537069.250000 Penalty: 3112.162842
	Iteration 58Q: 3 clusters Score -1537069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1537069.250000 Penalty: 3112.162842
	Iteration 59F: 3 clusters Score -1537069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (206261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206261 members 
Entering Unmasked Estep 
Score: -21674152.000000 Penalty: 1988.495850
	Iteration 0F: 2 clusters Score -2.167415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -21538704.000000 Penalty: 3976.991699
	Iteration 0F: 3 clusters Score -2.15387e+07 nChanged 99896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -21596974.000000 Penalty: 3976.991699
	Iteration 1F: 3 clusters Score -2.159697e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -21597930.000000 Penalty: 3976.991699
	Iteration 2Q: 3 clusters Score -2.159793e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 96265 members 
Entering Unmasked Estep 
Score: -21598726.000000 Penalty: 3976.991699
	Iteration 3Q: 3 clusters Score -2.159873e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -21600084.000000 Penalty: 3976.991699
	Iteration 4Q: 3 clusters Score -2.160008e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -21602434.000000 Penalty: 3976.991699
	Iteration 5Q: 3 clusters Score -2.160243e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -21607162.000000 Penalty: 3976.991699
	Iteration 6Q: 3 clusters Score -2.160716e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -21615672.000000 Penalty: 3976.991699
	Iteration 7F: 3 clusters Score -2.161567e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -21628528.000000 Penalty: 3976.991699
	Iteration 8F: 3 clusters Score -2.162853e+07 nChanged 16596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174489 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -21643752.000000 Penalty: 3976.991699
	Iteration 9F: 3 clusters Score -2.164375e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -21656628.000000 Penalty: 3976.991699
	Iteration 10F: 3 clusters Score -2.165663e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196574 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -21664428.000000 Penalty: 3976.991699
	Iteration 11Q: 3 clusters Score -2.166443e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201506 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21668522.000000 Penalty: 3976.991699
	Iteration 12Q: 3 clusters Score -2.166852e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204012 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -21670646.000000 Penalty: 3976.991699
	Iteration 13Q: 3 clusters Score -2.167065e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205151 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21671594.000000 Penalty: 3976.991699
	Iteration 14Q: 3 clusters Score -2.167159e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21671996.000000 Penalty: 3976.991699
	Iteration 15Q: 3 clusters Score -2.1672e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205840 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21672158.000000 Penalty: 3976.991699
	Iteration 16Q: 3 clusters Score -2.167216e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21672252.000000 Penalty: 3976.991699
	Iteration 17Q: 3 clusters Score -2.167225e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21672288.000000 Penalty: 3976.991699
	Iteration 18Q: 3 clusters Score -2.167229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205989 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21672338.000000 Penalty: 3976.991699
	Iteration 19Q: 3 clusters Score -2.167234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206000 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21672376.000000 Penalty: 3976.991699
	Iteration 20F: 3 clusters Score -2.167238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21672386.000000 Penalty: 3976.991699
	Iteration 21Q: 3 clusters Score -2.167239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21672374.000000 Penalty: 3976.991699
	Iteration 22Q: 3 clusters Score -2.167237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206015 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21672382.000000 Penalty: 3976.991699
	Iteration 23Q: 3 clusters Score -2.167238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21672396.000000 Penalty: 3976.991699
	Iteration 24Q: 3 clusters Score -2.16724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206019 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21672390.000000 Penalty: 3976.991699
	Iteration 25Q: 3 clusters Score -2.167239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21672394.000000 Penalty: 3976.991699
	Iteration 26Q: 3 clusters Score -2.167239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21672404.000000 Penalty: 3976.991699
	Iteration 27Q: 3 clusters Score -2.16724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206024 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21672398.000000 Penalty: 3976.991699
	Iteration 28Q: 3 clusters Score -2.16724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206028 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21672398.000000 Penalty: 3976.991699
	Iteration 29Q: 3 clusters Score -2.16724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21672396.000000 Penalty: 3976.991699
	Iteration 30Q: 3 clusters Score -2.16724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206033 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21672394.000000 Penalty: 3976.991699
	Iteration 31Q: 3 clusters Score -2.167239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206033 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21672394.000000 Penalty: 3976.991699
	Iteration 32F: 3 clusters Score -2.167239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Entering Unmasked Estep 
Score: -2057058.875000 Penalty: 1602.750854
	Iteration 0F: 2 clusters Score -2057059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2043932.375000 Penalty: 3205.501709
	Iteration 0F: 3 clusters Score -2043932 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2048658.875000 Penalty: 3205.501709
	Iteration 1F: 3 clusters Score -2048659 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2049108.875000 Penalty: 3205.501709
	Iteration 2F: 3 clusters Score -2049109 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2049685.000000 Penalty: 3205.501709
	Iteration 3F: 3 clusters Score -2049685 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2050422.125000 Penalty: 3205.501709
	Iteration 4F: 3 clusters Score -2050422 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2051388.000000 Penalty: 3205.501709
	Iteration 5F: 3 clusters Score -2051388 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2052422.625000 Penalty: 3205.501709
	Iteration 6F: 3 clusters Score -2052423 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2053361.250000 Penalty: 3205.501709
	Iteration 7F: 3 clusters Score -2053361 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2054060.375000 Penalty: 3205.501709
	Iteration 8Q: 3 clusters Score -2054060 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2054563.625000 Penalty: 3205.501709
	Iteration 9Q: 3 clusters Score -2054564 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2054935.875000 Penalty: 3205.501709
	Iteration 10Q: 3 clusters Score -2054936 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2055209.250000 Penalty: 3205.501709
	Iteration 11Q: 3 clusters Score -2055209 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2055364.875000 Penalty: 3205.501709
	Iteration 12Q: 3 clusters Score -2055365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2055444.750000 Penalty: 3205.501709
	Iteration 13Q: 3 clusters Score -2055445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2055514.500000 Penalty: 3205.501709
	Iteration 14Q: 3 clusters Score -2055514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2055557.250000 Penalty: 3205.501709
	Iteration 15Q: 3 clusters Score -2055557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2055578.250000 Penalty: 3205.501709
	Iteration 16Q: 3 clusters Score -2055578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2055596.625000 Penalty: 3205.501709
	Iteration 17Q: 3 clusters Score -2055597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2055610.500000 Penalty: 3205.501709
	Iteration 18Q: 3 clusters Score -2055610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2055619.875000 Penalty: 3205.501709
	Iteration 19Q: 3 clusters Score -2055620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2055627.875000 Penalty: 3205.501709
	Iteration 20F: 3 clusters Score -2055628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2055634.875000 Penalty: 3205.501709
	Iteration 21Q: 3 clusters Score -2055635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2055651.125000 Penalty: 3205.501709
	Iteration 22Q: 3 clusters Score -2055651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2055658.250000 Penalty: 3205.501709
	Iteration 23Q: 3 clusters Score -2055658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2055666.375000 Penalty: 3205.501709
	Iteration 24Q: 3 clusters Score -2055666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2055674.250000 Penalty: 3205.501709
	Iteration 25Q: 3 clusters Score -2055674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2055673.875000 Penalty: 3205.501709
	Iteration 26Q: 3 clusters Score -2055674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2055675.250000 Penalty: 3205.501709
	Iteration 27Q: 3 clusters Score -2055675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2055675.625000 Penalty: 3205.501709
	Iteration 28Q: 3 clusters Score -2055676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2055675.500000 Penalty: 3205.501709
	Iteration 29Q: 3 clusters Score -2055676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2055675.500000 Penalty: 3205.501709
	Iteration 30F: 3 clusters Score -2055676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27259.939453 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27259.94 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27433.287109 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27433.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27529.390625 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27529.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27602.468750 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -27602.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27643.816406 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27643.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27661.353516 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27661.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27680.394531 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27680.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27717.630859 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27717.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27759.603516 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27852.996094 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27884.230469 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -27884.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27892.396484 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -27892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27912.732422 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -27912.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27927.806641 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -27927.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27930.701172 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -27930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27930.701172 Penalty: 1900.092651
	Iteration 15F: 3 clusters Score -27930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -44088.515625 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -44088.52 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 226 members 
Entering Unmasked Estep 
Score: -43129.781250 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -43129.78 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43288.246094 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -43288.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43335.023438 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -43335.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43372.070312 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -43372.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43392.082031 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -43392.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43406.230469 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -43406.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43416.171875 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -43416.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43449.253906 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -43449.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43476.066406 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -43476.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43524.691406 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -43524.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43558.125000 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -43558.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43590.019531 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -43590.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43605.132812 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -43605.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43628.128906 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -43628.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43649.726562 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -43649.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43663.695312 Penalty: 1998.252319
	Iteration 15Q: 3 clusters Score -43663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43697.816406 Penalty: 1998.252319
	Iteration 16Q: 3 clusters Score -43697.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43765.875000 Penalty: 1998.252319
	Iteration 17Q: 3 clusters Score -43765.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43876.761719 Penalty: 1998.252319
	Iteration 18Q: 3 clusters Score -43876.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43920.527344 Penalty: 1998.252319
	Iteration 19Q: 3 clusters Score -43920.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43976.839844 Penalty: 1998.252319
	Iteration 20F: 3 clusters Score -43976.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44117.093750 Penalty: 1998.252319
	Iteration 21Q: 3 clusters Score -44117.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44187.535156 Penalty: 1998.252319
	Iteration 22Q: 3 clusters Score -44187.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44259.433594 Penalty: 1998.252319
	Iteration 23Q: 3 clusters Score -44259.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44298.757812 Penalty: 1998.252319
	Iteration 24Q: 3 clusters Score -44298.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44317.605469 Penalty: 1998.252319
	Iteration 25Q: 3 clusters Score -44317.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44317.605469 Penalty: 1998.252319
	Iteration 26F: 3 clusters Score -44317.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 89651 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
Score: -70216208.000000 Penalty: 43641.613281
Splitting cluster 7 changes total score from -70217128.000000 to -70216208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (89651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Entering Unmasked Estep 
Score: -9491387.000000 Penalty: 1853.098022
	Iteration 0F: 2 clusters Score -9491387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -9431907.000000 Penalty: 3706.196045
	Iteration 0F: 3 clusters Score -9431907 nChanged 42841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -9456372.000000 Penalty: 3706.196045
	Iteration 1F: 3 clusters Score -9456372 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9457188.000000 Penalty: 3706.196045
	Iteration 2Q: 3 clusters Score -9457188 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -9458277.000000 Penalty: 3706.196045
	Iteration 3Q: 3 clusters Score -9458277 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -9459835.000000 Penalty: 3706.196045
	Iteration 4Q: 3 clusters Score -9459835 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -9462728.000000 Penalty: 3706.196045
	Iteration 5F: 3 clusters Score -9462728 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -9467533.000000 Penalty: 3706.196045
	Iteration 6F: 3 clusters Score -9467533 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9474230.000000 Penalty: 3706.196045
	Iteration 7F: 3 clusters Score -9474230 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -9481203.000000 Penalty: 3706.196045
	Iteration 8F: 3 clusters Score -9481203 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -9485933.000000 Penalty: 3706.196045
	Iteration 9F: 3 clusters Score -9485933 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -9488471.000000 Penalty: 3706.196045
	Iteration 10Q: 3 clusters Score -9488471 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -9489390.000000 Penalty: 3706.196045
	Iteration 11Q: 3 clusters Score -9489390 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -9489732.000000 Penalty: 3706.196045
	Iteration 12Q: 3 clusters Score -9489732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -9489943.000000 Penalty: 3706.196045
	Iteration 13Q: 3 clusters Score -9489943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -9489995.000000 Penalty: 3706.196045
	Iteration 14Q: 3 clusters Score -9489995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -9490036.000000 Penalty: 3706.196045
	Iteration 15Q: 3 clusters Score -9490036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -9490071.000000 Penalty: 3706.196045
	Iteration 16Q: 3 clusters Score -9490071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -9490070.000000 Penalty: 3706.196045
	Iteration 17Q: 3 clusters Score -9490070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -9490076.000000 Penalty: 3706.196045
	Iteration 18Q: 3 clusters Score -9490076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -9490077.000000 Penalty: 3706.196045
	Iteration 19Q: 3 clusters Score -9490077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -9490085.000000 Penalty: 3706.196045
	Iteration 20F: 3 clusters Score -9490085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -9490087.000000 Penalty: 3706.196045
	Iteration 21Q: 3 clusters Score -9490087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -9490089.000000 Penalty: 3706.196045
	Iteration 22Q: 3 clusters Score -9490089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -9490092.000000 Penalty: 3706.196045
	Iteration 23Q: 3 clusters Score -9490092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -9490098.000000 Penalty: 3706.196045
	Iteration 24Q: 3 clusters Score -9490098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -9490103.000000 Penalty: 3706.196045
	Iteration 25Q: 3 clusters Score -9490103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -9490118.000000 Penalty: 3706.196045
	Iteration 26Q: 3 clusters Score -9490118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -9490113.000000 Penalty: 3706.196045
	Iteration 27Q: 3 clusters Score -9490113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -9490117.000000 Penalty: 3706.196045
	Iteration 28Q: 3 clusters Score -9490117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -9490125.000000 Penalty: 3706.196045
	Iteration 29Q: 3 clusters Score -9490125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -9490131.000000 Penalty: 3706.196045
	Iteration 30Q: 3 clusters Score -9490131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -9490127.000000 Penalty: 3706.196045
	Iteration 31Q: 3 clusters Score -9490127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -9490132.000000 Penalty: 3706.196045
	Iteration 32Q: 3 clusters Score -9490132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -9490132.000000 Penalty: 3706.196045
	Iteration 33Q: 3 clusters Score -9490132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -9490135.000000 Penalty: 3706.196045
	Iteration 34Q: 3 clusters Score -9490135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -9490140.000000 Penalty: 3706.196045
	Iteration 35Q: 3 clusters Score -9490140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -9490137.000000 Penalty: 3706.196045
	Iteration 36Q: 3 clusters Score -9490137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -9490147.000000 Penalty: 3706.196045
	Iteration 37Q: 3 clusters Score -9490147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -9490151.000000 Penalty: 3706.196045
	Iteration 38Q: 3 clusters Score -9490151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -9490154.000000 Penalty: 3706.196045
	Iteration 39Q: 3 clusters Score -9490154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -9490152.000000 Penalty: 3706.196045
	Iteration 40F: 3 clusters Score -9490152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -9490163.000000 Penalty: 3706.196045
	Iteration 41Q: 3 clusters Score -9490163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -9490168.000000 Penalty: 3706.196045
	Iteration 42Q: 3 clusters Score -9490168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -9490169.000000 Penalty: 3706.196045
	Iteration 43Q: 3 clusters Score -9490169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -9490173.000000 Penalty: 3706.196045
	Iteration 44Q: 3 clusters Score -9490173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -9490176.000000 Penalty: 3706.196045
	Iteration 45Q: 3 clusters Score -9490176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -9490178.000000 Penalty: 3706.196045
	Iteration 46Q: 3 clusters Score -9490178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -9490177.000000 Penalty: 3706.196045
	Iteration 47Q: 3 clusters Score -9490177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -9490187.000000 Penalty: 3706.196045
	Iteration 48Q: 3 clusters Score -9490187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -9490180.000000 Penalty: 3706.196045
	Iteration 49Q: 3 clusters Score -9490180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -9490180.000000 Penalty: 3706.196045
	Iteration 50F: 3 clusters Score -9490180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -771813.500000 Penalty: 1451.398682
	Iteration 0F: 2 clusters Score -771813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -766133.625000 Penalty: 2902.797363
	Iteration 0F: 3 clusters Score -766133.6 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -768008.125000 Penalty: 2902.797363
	Iteration 1F: 3 clusters Score -768008.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -768440.437500 Penalty: 2902.797363
	Iteration 2F: 3 clusters Score -768440.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -768920.812500 Penalty: 2902.797363
	Iteration 3F: 3 clusters Score -768920.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -769373.500000 Penalty: 2902.797363
	Iteration 4F: 3 clusters Score -769373.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -769742.062500 Penalty: 2902.797363
	Iteration 5F: 3 clusters Score -769742.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -770031.937500 Penalty: 2902.797363
	Iteration 6F: 3 clusters Score -770031.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -770267.875000 Penalty: 2902.797363
	Iteration 7Q: 3 clusters Score -770267.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -770459.312500 Penalty: 2902.797363
	Iteration 8Q: 3 clusters Score -770459.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -770599.812500 Penalty: 2902.797363
	Iteration 9Q: 3 clusters Score -770599.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -770697.125000 Penalty: 2902.797363
	Iteration 10Q: 3 clusters Score -770697.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -770775.625000 Penalty: 2902.797363
	Iteration 11Q: 3 clusters Score -770775.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -770828.000000 Penalty: 2902.797363
	Iteration 12Q: 3 clusters Score -770828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -770854.812500 Penalty: 2902.797363
	Iteration 13Q: 3 clusters Score -770854.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -770866.500000 Penalty: 2902.797363
	Iteration 14Q: 3 clusters Score -770866.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -770876.062500 Penalty: 2902.797363
	Iteration 15Q: 3 clusters Score -770876.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -770880.687500 Penalty: 2902.797363
	Iteration 16Q: 3 clusters Score -770880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -770884.687500 Penalty: 2902.797363
	Iteration 17Q: 3 clusters Score -770884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -770888.000000 Penalty: 2902.797363
	Iteration 18Q: 3 clusters Score -770888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -770889.000000 Penalty: 2902.797363
	Iteration 19Q: 3 clusters Score -770889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -770892.312500 Penalty: 2902.797363
	Iteration 20F: 3 clusters Score -770892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -770894.375000 Penalty: 2902.797363
	Iteration 21Q: 3 clusters Score -770894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -770895.250000 Penalty: 2902.797363
	Iteration 22Q: 3 clusters Score -770895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -770896.125000 Penalty: 2902.797363
	Iteration 23Q: 3 clusters Score -770896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -770896.125000 Penalty: 2902.797363
	Iteration 24F: 3 clusters Score -770896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Entering Unmasked Estep 
Score: -3108048.000000 Penalty: 1669.835938
	Iteration 0F: 2 clusters Score -3108048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3088441.000000 Penalty: 3339.671875
	Iteration 0F: 3 clusters Score -3088441 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3095991.250000 Penalty: 3339.671875
	Iteration 1F: 3 clusters Score -3095991 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3096620.250000 Penalty: 3339.671875
	Iteration 2F: 3 clusters Score -3096620 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3097432.500000 Penalty: 3339.671875
	Iteration 3F: 3 clusters Score -3097432 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3098599.750000 Penalty: 3339.671875
	Iteration 4F: 3 clusters Score -3098600 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3100156.500000 Penalty: 3339.671875
	Iteration 5F: 3 clusters Score -3100156 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3101914.000000 Penalty: 3339.671875
	Iteration 6F: 3 clusters Score -3101914 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3103574.250000 Penalty: 3339.671875
	Iteration 7F: 3 clusters Score -3103574 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3104721.750000 Penalty: 3339.671875
	Iteration 8Q: 3 clusters Score -3104722 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3105388.000000 Penalty: 3339.671875
	Iteration 9Q: 3 clusters Score -3105388 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3105725.250000 Penalty: 3339.671875
	Iteration 10Q: 3 clusters Score -3105725 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3105945.000000 Penalty: 3339.671875
	Iteration 11Q: 3 clusters Score -3105945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3106098.000000 Penalty: 3339.671875
	Iteration 12Q: 3 clusters Score -3106098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3106192.250000 Penalty: 3339.671875
	Iteration 13Q: 3 clusters Score -3106192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3106280.250000 Penalty: 3339.671875
	Iteration 14Q: 3 clusters Score -3106280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3106363.250000 Penalty: 3339.671875
	Iteration 15Q: 3 clusters Score -3106363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3106428.000000 Penalty: 3339.671875
	Iteration 16Q: 3 clusters Score -3106428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3106474.750000 Penalty: 3339.671875
	Iteration 17Q: 3 clusters Score -3106475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3106526.750000 Penalty: 3339.671875
	Iteration 18Q: 3 clusters Score -3106527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3106548.750000 Penalty: 3339.671875
	Iteration 19Q: 3 clusters Score -3106549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3106568.500000 Penalty: 3339.671875
	Iteration 20F: 3 clusters Score -3106568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3106581.000000 Penalty: 3339.671875
	Iteration 21Q: 3 clusters Score -3106581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3106592.750000 Penalty: 3339.671875
	Iteration 22Q: 3 clusters Score -3106593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3106600.250000 Penalty: 3339.671875
	Iteration 23Q: 3 clusters Score -3106600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3106610.750000 Penalty: 3339.671875
	Iteration 24Q: 3 clusters Score -3106611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3106614.500000 Penalty: 3339.671875
	Iteration 25Q: 3 clusters Score -3106614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3106612.250000 Penalty: 3339.671875
	Iteration 26Q: 3 clusters Score -3106612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3106614.500000 Penalty: 3339.671875
	Iteration 27Q: 3 clusters Score -3106614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3106618.000000 Penalty: 3339.671875
	Iteration 28Q: 3 clusters Score -3106618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3106626.500000 Penalty: 3339.671875
	Iteration 29Q: 3 clusters Score -3106626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3106635.250000 Penalty: 3339.671875
	Iteration 30Q: 3 clusters Score -3106635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3106645.500000 Penalty: 3339.671875
	Iteration 31Q: 3 clusters Score -3106646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3106647.250000 Penalty: 3339.671875
	Iteration 32Q: 3 clusters Score -3106647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3106647.500000 Penalty: 3339.671875
	Iteration 33Q: 3 clusters Score -3106648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3106651.250000 Penalty: 3339.671875
	Iteration 34Q: 3 clusters Score -3106651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3106653.500000 Penalty: 3339.671875
	Iteration 35Q: 3 clusters Score -3106654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3106652.750000 Penalty: 3339.671875
	Iteration 36Q: 3 clusters Score -3106653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3106655.000000 Penalty: 3339.671875
	Iteration 37Q: 3 clusters Score -3106655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3106651.500000 Penalty: 3339.671875
	Iteration 38Q: 3 clusters Score -3106652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3106652.000000 Penalty: 3339.671875
	Iteration 39Q: 3 clusters Score -3106652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3106653.000000 Penalty: 3339.671875
	Iteration 40F: 3 clusters Score -3106653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3106655.000000 Penalty: 3339.671875
	Iteration 41Q: 3 clusters Score -3106655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3106657.500000 Penalty: 3339.671875
	Iteration 42Q: 3 clusters Score -3106658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3106655.750000 Penalty: 3339.671875
	Iteration 43Q: 3 clusters Score -3106656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3106655.750000 Penalty: 3339.671875
	Iteration 44F: 3 clusters Score -3106656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Entering Unmasked Estep 
Score: -3645835.000000 Penalty: 1695.944824
	Iteration 0F: 2 clusters Score -3645835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3622844.000000 Penalty: 3391.889648
	Iteration 0F: 3 clusters Score -3622844 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3631724.500000 Penalty: 3391.889648
	Iteration 1F: 3 clusters Score -3631724 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3632145.250000 Penalty: 3391.889648
	Iteration 2Q: 3 clusters Score -3632145 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3632612.500000 Penalty: 3391.889648
	Iteration 3Q: 3 clusters Score -3632612 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3633107.250000 Penalty: 3391.889648
	Iteration 4Q: 3 clusters Score -3633107 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3633755.250000 Penalty: 3391.889648
	Iteration 5Q: 3 clusters Score -3633755 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3634640.750000 Penalty: 3391.889648
	Iteration 6Q: 3 clusters Score -3634641 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3635802.750000 Penalty: 3391.889648
	Iteration 7F: 3 clusters Score -3635803 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3637308.500000 Penalty: 3391.889648
	Iteration 8F: 3 clusters Score -3637308 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3638854.750000 Penalty: 3391.889648
	Iteration 9F: 3 clusters Score -3638855 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3640279.750000 Penalty: 3391.889648
	Iteration 10F: 3 clusters Score -3640280 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3641342.500000 Penalty: 3391.889648
	Iteration 11Q: 3 clusters Score -3641342 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3642233.750000 Penalty: 3391.889648
	Iteration 12Q: 3 clusters Score -3642234 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3642942.000000 Penalty: 3391.889648
	Iteration 13Q: 3 clusters Score -3642942 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3643443.750000 Penalty: 3391.889648
	Iteration 14Q: 3 clusters Score -3643444 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3643813.000000 Penalty: 3391.889648
	Iteration 15Q: 3 clusters Score -3643813 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3644023.000000 Penalty: 3391.889648
	Iteration 16Q: 3 clusters Score -3644023 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3644149.750000 Penalty: 3391.889648
	Iteration 17Q: 3 clusters Score -3644150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3644245.250000 Penalty: 3391.889648
	Iteration 18Q: 3 clusters Score -3644245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3644311.250000 Penalty: 3391.889648
	Iteration 19Q: 3 clusters Score -3644311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3644371.500000 Penalty: 3391.889648
	Iteration 20F: 3 clusters Score -3644372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3644405.500000 Penalty: 3391.889648
	Iteration 21Q: 3 clusters Score -3644406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3644425.250000 Penalty: 3391.889648
	Iteration 22Q: 3 clusters Score -3644425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3644445.250000 Penalty: 3391.889648
	Iteration 23Q: 3 clusters Score -3644445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3644453.750000 Penalty: 3391.889648
	Iteration 24Q: 3 clusters Score -3644454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3644473.250000 Penalty: 3391.889648
	Iteration 25Q: 3 clusters Score -3644473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3644478.000000 Penalty: 3391.889648
	Iteration 26Q: 3 clusters Score -3644478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3644487.500000 Penalty: 3391.889648
	Iteration 27Q: 3 clusters Score -3644488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3644491.250000 Penalty: 3391.889648
	Iteration 28Q: 3 clusters Score -3644491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3644498.250000 Penalty: 3391.889648
	Iteration 29Q: 3 clusters Score -3644498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3644497.250000 Penalty: 3391.889648
	Iteration 30Q: 3 clusters Score -3644497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3644503.500000 Penalty: 3391.889648
	Iteration 31Q: 3 clusters Score -3644504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3644501.250000 Penalty: 3391.889648
	Iteration 32Q: 3 clusters Score -3644501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3644507.250000 Penalty: 3391.889648
	Iteration 33Q: 3 clusters Score -3644507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3644510.750000 Penalty: 3391.889648
	Iteration 34Q: 3 clusters Score -3644511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3644510.750000 Penalty: 3391.889648
	Iteration 35F: 3 clusters Score -3644511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Entering Unmasked Estep 
Score: -3915679.500000 Penalty: 1714.360352
	Iteration 0F: 2 clusters Score -3915680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3890066.500000 Penalty: 3428.720703
	Iteration 0F: 3 clusters Score -3890066 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3900223.750000 Penalty: 3428.720703
	Iteration 1F: 3 clusters Score -3900224 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3901081.500000 Penalty: 3428.720703
	Iteration 2Q: 3 clusters Score -3901082 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3902256.000000 Penalty: 3428.720703
	Iteration 3F: 3 clusters Score -3902256 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3903695.250000 Penalty: 3428.720703
	Iteration 4F: 3 clusters Score -3903695 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3905339.250000 Penalty: 3428.720703
	Iteration 5F: 3 clusters Score -3905339 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3906829.250000 Penalty: 3428.720703
	Iteration 6F: 3 clusters Score -3906829 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3907858.250000 Penalty: 3428.720703
	Iteration 7F: 3 clusters Score -3907858 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3908553.500000 Penalty: 3428.720703
	Iteration 8Q: 3 clusters Score -3908554 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3909027.250000 Penalty: 3428.720703
	Iteration 9Q: 3 clusters Score -3909027 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3909310.250000 Penalty: 3428.720703
	Iteration 10Q: 3 clusters Score -3909310 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3909477.500000 Penalty: 3428.720703
	Iteration 11Q: 3 clusters Score -3909478 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3909583.750000 Penalty: 3428.720703
	Iteration 12Q: 3 clusters Score -3909584 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3909636.500000 Penalty: 3428.720703
	Iteration 13Q: 3 clusters Score -3909636 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3909680.750000 Penalty: 3428.720703
	Iteration 14Q: 3 clusters Score -3909681 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3909720.250000 Penalty: 3428.720703
	Iteration 15Q: 3 clusters Score -3909720 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3909849.000000 Penalty: 3428.720703
	Iteration 16Q: 3 clusters Score -3909849 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3909934.500000 Penalty: 3428.720703
	Iteration 17Q: 3 clusters Score -3909934 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3910000.250000 Penalty: 3428.720703
	Iteration 18Q: 3 clusters Score -3910000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3910050.250000 Penalty: 3428.720703
	Iteration 19Q: 3 clusters Score -3910050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3910123.750000 Penalty: 3428.720703
	Iteration 20F: 3 clusters Score -3910124 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3910187.000000 Penalty: 3428.720703
	Iteration 21Q: 3 clusters Score -3910187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3910291.000000 Penalty: 3428.720703
	Iteration 22Q: 3 clusters Score -3910291 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3910437.250000 Penalty: 3428.720703
	Iteration 23Q: 3 clusters Score -3910437 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3910699.000000 Penalty: 3428.720703
	Iteration 24Q: 3 clusters Score -3910699 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3911082.500000 Penalty: 3428.720703
	Iteration 25Q: 3 clusters Score -3911082 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3911582.750000 Penalty: 3428.720703
	Iteration 26Q: 3 clusters Score -3911583 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3912001.750000 Penalty: 3428.720703
	Iteration 27Q: 3 clusters Score -3912002 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3912400.500000 Penalty: 3428.720703
	Iteration 28Q: 3 clusters Score -3912400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3912662.750000 Penalty: 3428.720703
	Iteration 29Q: 3 clusters Score -3912663 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3912888.250000 Penalty: 3428.720703
	Iteration 30Q: 3 clusters Score -3912888 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3913071.500000 Penalty: 3428.720703
	Iteration 31Q: 3 clusters Score -3913072 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3913224.750000 Penalty: 3428.720703
	Iteration 32Q: 3 clusters Score -3913225 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3913348.750000 Penalty: 3428.720703
	Iteration 33Q: 3 clusters Score -3913349 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3913437.500000 Penalty: 3428.720703
	Iteration 34Q: 3 clusters Score -3913438 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3913535.500000 Penalty: 3428.720703
	Iteration 35Q: 3 clusters Score -3913536 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3913604.500000 Penalty: 3428.720703
	Iteration 36Q: 3 clusters Score -3913604 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3913671.250000 Penalty: 3428.720703
	Iteration 37Q: 3 clusters Score -3913671 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3913722.000000 Penalty: 3428.720703
	Iteration 38Q: 3 clusters Score -3913722 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3913768.250000 Penalty: 3428.720703
	Iteration 39Q: 3 clusters Score -3913768 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3913835.750000 Penalty: 3428.720703
	Iteration 40F: 3 clusters Score -3913836 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3913889.500000 Penalty: 3428.720703
	Iteration 41Q: 3 clusters Score -3913890 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3913918.750000 Penalty: 3428.720703
	Iteration 42Q: 3 clusters Score -3913919 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3913954.250000 Penalty: 3428.720703
	Iteration 43Q: 3 clusters Score -3913954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3913979.750000 Penalty: 3428.720703
	Iteration 44Q: 3 clusters Score -3913980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3914006.500000 Penalty: 3428.720703
	Iteration 45Q: 3 clusters Score -3914006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3914032.250000 Penalty: 3428.720703
	Iteration 46Q: 3 clusters Score -3914032 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3914045.000000 Penalty: 3428.720703
	Iteration 47Q: 3 clusters Score -3914045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3914079.000000 Penalty: 3428.720703
	Iteration 48Q: 3 clusters Score -3914079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3914103.000000 Penalty: 3428.720703
	Iteration 49Q: 3 clusters Score -3914103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3914119.000000 Penalty: 3428.720703
	Iteration 50Q: 3 clusters Score -3914119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3914114.000000 Penalty: 3428.720703
	Iteration 51Q: 3 clusters Score -3914114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3914126.750000 Penalty: 3428.720703
	Iteration 52Q: 3 clusters Score -3914127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3914141.000000 Penalty: 3428.720703
	Iteration 53Q: 3 clusters Score -3914141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3914144.750000 Penalty: 3428.720703
	Iteration 54Q: 3 clusters Score -3914145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3914147.500000 Penalty: 3428.720703
	Iteration 55Q: 3 clusters Score -3914148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3914158.750000 Penalty: 3428.720703
	Iteration 56Q: 3 clusters Score -3914159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3914177.500000 Penalty: 3428.720703
	Iteration 57Q: 3 clusters Score -3914178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3914183.750000 Penalty: 3428.720703
	Iteration 58Q: 3 clusters Score -3914184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3914190.250000 Penalty: 3428.720703
	Iteration 59Q: 3 clusters Score -3914190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3914192.750000 Penalty: 3428.720703
	Iteration 60F: 3 clusters Score -3914193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3914194.250000 Penalty: 3428.720703
	Iteration 61Q: 3 clusters Score -3914194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3914188.750000 Penalty: 3428.720703
	Iteration 62Q: 3 clusters Score -3914189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3914198.750000 Penalty: 3428.720703
	Iteration 63Q: 3 clusters Score -3914199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3914202.250000 Penalty: 3428.720703
	Iteration 64Q: 3 clusters Score -3914202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3914194.500000 Penalty: 3428.720703
	Iteration 65Q: 3 clusters Score -3914194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3914199.000000 Penalty: 3428.720703
	Iteration 66Q: 3 clusters Score -3914199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3914201.000000 Penalty: 3428.720703
	Iteration 67Q: 3 clusters Score -3914201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3914204.000000 Penalty: 3428.720703
	Iteration 68Q: 3 clusters Score -3914204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3914203.250000 Penalty: 3428.720703
	Iteration 69Q: 3 clusters Score -3914203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3914208.750000 Penalty: 3428.720703
	Iteration 70Q: 3 clusters Score -3914209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3914210.750000 Penalty: 3428.720703
	Iteration 71Q: 3 clusters Score -3914211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3914210.500000 Penalty: 3428.720703
	Iteration 72Q: 3 clusters Score -3914210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3914223.500000 Penalty: 3428.720703
	Iteration 73Q: 3 clusters Score -3914224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3914226.750000 Penalty: 3428.720703
	Iteration 74Q: 3 clusters Score -3914227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3914232.500000 Penalty: 3428.720703
	Iteration 75Q: 3 clusters Score -3914232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3914229.000000 Penalty: 3428.720703
	Iteration 76Q: 3 clusters Score -3914229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3914234.250000 Penalty: 3428.720703
	Iteration 77Q: 3 clusters Score -3914234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3914240.500000 Penalty: 3428.720703
	Iteration 78Q: 3 clusters Score -3914240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3914238.500000 Penalty: 3428.720703
	Iteration 79Q: 3 clusters Score -3914238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3914240.250000 Penalty: 3428.720703
	Iteration 80F: 3 clusters Score -3914240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3914239.500000 Penalty: 3428.720703
	Iteration 81Q: 3 clusters Score -3914240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3914244.750000 Penalty: 3428.720703
	Iteration 82Q: 3 clusters Score -3914245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3914247.500000 Penalty: 3428.720703
	Iteration 83Q: 3 clusters Score -3914248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3914247.000000 Penalty: 3428.720703
	Iteration 84Q: 3 clusters Score -3914247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3914253.250000 Penalty: 3428.720703
	Iteration 85Q: 3 clusters Score -3914253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3914254.000000 Penalty: 3428.720703
	Iteration 86Q: 3 clusters Score -3914254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3914255.250000 Penalty: 3428.720703
	Iteration 87Q: 3 clusters Score -3914255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3914253.750000 Penalty: 3428.720703
	Iteration 88Q: 3 clusters Score -3914254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3914253.000000 Penalty: 3428.720703
	Iteration 89Q: 3 clusters Score -3914253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3914254.000000 Penalty: 3428.720703
	Iteration 90Q: 3 clusters Score -3914254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3914256.250000 Penalty: 3428.720703
	Iteration 91Q: 3 clusters Score -3914256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3914246.500000 Penalty: 3428.720703
	Iteration 92Q: 3 clusters Score -3914246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3914253.250000 Penalty: 3428.720703
	Iteration 93Q: 3 clusters Score -3914253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3914257.750000 Penalty: 3428.720703
	Iteration 94Q: 3 clusters Score -3914258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3914259.250000 Penalty: 3428.720703
	Iteration 95Q: 3 clusters Score -3914259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3914253.250000 Penalty: 3428.720703
	Iteration 96Q: 3 clusters Score -3914253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3914262.250000 Penalty: 3428.720703
	Iteration 97Q: 3 clusters Score -3914262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3914258.000000 Penalty: 3428.720703
	Iteration 98Q: 3 clusters Score -3914258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3914260.500000 Penalty: 3428.720703
	Iteration 99Q: 3 clusters Score -3914260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3914259.000000 Penalty: 3428.720703
	Iteration 100F: 3 clusters Score -3914259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3914256.000000 Penalty: 3428.720703
	Iteration 101Q: 3 clusters Score -3914256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3914265.750000 Penalty: 3428.720703
	Iteration 102Q: 3 clusters Score -3914266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3914259.000000 Penalty: 3428.720703
	Iteration 103Q: 3 clusters Score -3914259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3914261.250000 Penalty: 3428.720703
	Iteration 104Q: 3 clusters Score -3914261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3914265.500000 Penalty: 3428.720703
	Iteration 105Q: 3 clusters Score -3914266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3914272.250000 Penalty: 3428.720703
	Iteration 106Q: 3 clusters Score -3914272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3914274.000000 Penalty: 3428.720703
	Iteration 107Q: 3 clusters Score -3914274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3914270.250000 Penalty: 3428.720703
	Iteration 108Q: 3 clusters Score -3914270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3914265.500000 Penalty: 3428.720703
	Iteration 109Q: 3 clusters Score -3914266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3914273.250000 Penalty: 3428.720703
	Iteration 110Q: 3 clusters Score -3914273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3914273.500000 Penalty: 3428.720703
	Iteration 111Q: 3 clusters Score -3914274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3914273.250000 Penalty: 3428.720703
	Iteration 112Q: 3 clusters Score -3914273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3914271.500000 Penalty: 3428.720703
	Iteration 113Q: 3 clusters Score -3914272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3914277.500000 Penalty: 3428.720703
	Iteration 114Q: 3 clusters Score -3914278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3914281.750000 Penalty: 3428.720703
	Iteration 115Q: 3 clusters Score -3914282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3914274.250000 Penalty: 3428.720703
	Iteration 116Q: 3 clusters Score -3914274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3914278.500000 Penalty: 3428.720703
	Iteration 117Q: 3 clusters Score -3914278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3914277.250000 Penalty: 3428.720703
	Iteration 118Q: 3 clusters Score -3914277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3914286.500000 Penalty: 3428.720703
	Iteration 119Q: 3 clusters Score -3914286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3914290.750000 Penalty: 3428.720703
	Iteration 120F: 3 clusters Score -3914291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3914297.750000 Penalty: 3428.720703
	Iteration 121Q: 3 clusters Score -3914298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3914298.500000 Penalty: 3428.720703
	Iteration 122Q: 3 clusters Score -3914298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3914293.000000 Penalty: 3428.720703
	Iteration 123Q: 3 clusters Score -3914293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3914290.500000 Penalty: 3428.720703
	Iteration 124Q: 3 clusters Score -3914290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3914290.750000 Penalty: 3428.720703
	Iteration 125Q: 3 clusters Score -3914291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3914290.500000 Penalty: 3428.720703
	Iteration 126Q: 3 clusters Score -3914290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3914292.750000 Penalty: 3428.720703
	Iteration 127Q: 3 clusters Score -3914293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3914298.500000 Penalty: 3428.720703
	Iteration 128Q: 3 clusters Score -3914298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3914297.750000 Penalty: 3428.720703
	Iteration 129Q: 3 clusters Score -3914298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3914302.000000 Penalty: 3428.720703
	Iteration 130Q: 3 clusters Score -3914302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3914301.500000 Penalty: 3428.720703
	Iteration 131Q: 3 clusters Score -3914302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3914299.500000 Penalty: 3428.720703
	Iteration 132Q: 3 clusters Score -3914300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3914301.000000 Penalty: 3428.720703
	Iteration 133Q: 3 clusters Score -3914301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3914302.000000 Penalty: 3428.720703
	Iteration 134Q: 3 clusters Score -3914302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3914295.000000 Penalty: 3428.720703
	Iteration 135Q: 3 clusters Score -3914295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3914297.750000 Penalty: 3428.720703
	Iteration 136Q: 3 clusters Score -3914298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3914296.000000 Penalty: 3428.720703
	Iteration 137Q: 3 clusters Score -3914296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3914298.500000 Penalty: 3428.720703
	Iteration 138Q: 3 clusters Score -3914298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3914298.500000 Penalty: 3428.720703
	Iteration 139F: 3 clusters Score -3914298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -301258.906250 Penalty: 1296.252563
	Iteration 0F: 2 clusters Score -301258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298572.562500 Penalty: 2592.505127
	Iteration 0F: 3 clusters Score -298572.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -299190.687500 Penalty: 2592.505127
	Iteration 1F: 3 clusters Score -299190.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -299355.937500 Penalty: 2592.505127
	Iteration 2F: 3 clusters Score -299355.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -299452.750000 Penalty: 2592.505127
	Iteration 3F: 3 clusters Score -299452.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -299527.843750 Penalty: 2592.505127
	Iteration 4Q: 3 clusters Score -299527.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -299580.406250 Penalty: 2592.505127
	Iteration 5Q: 3 clusters Score -299580.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -299625.375000 Penalty: 2592.505127
	Iteration 6Q: 3 clusters Score -299625.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -299663.937500 Penalty: 2592.505127
	Iteration 7Q: 3 clusters Score -299663.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -299705.500000 Penalty: 2592.505127
	Iteration 8Q: 3 clusters Score -299705.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -299739.625000 Penalty: 2592.505127
	Iteration 9Q: 3 clusters Score -299739.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -299770.593750 Penalty: 2592.505127
	Iteration 10Q: 3 clusters Score -299770.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -299795.281250 Penalty: 2592.505127
	Iteration 11Q: 3 clusters Score -299795.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -299828.000000 Penalty: 2592.505127
	Iteration 12Q: 3 clusters Score -299828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -299845.906250 Penalty: 2592.505127
	Iteration 13Q: 3 clusters Score -299845.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -299872.125000 Penalty: 2592.505127
	Iteration 14Q: 3 clusters Score -299872.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -299896.656250 Penalty: 2592.505127
	Iteration 15Q: 3 clusters Score -299896.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -299919.531250 Penalty: 2592.505127
	Iteration 16Q: 3 clusters Score -299919.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -299946.687500 Penalty: 2592.505127
	Iteration 17Q: 3 clusters Score -299946.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -299963.937500 Penalty: 2592.505127
	Iteration 18Q: 3 clusters Score -299963.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -299982.718750 Penalty: 2592.505127
	Iteration 19Q: 3 clusters Score -299982.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -300001.781250 Penalty: 2592.505127
	Iteration 20F: 3 clusters Score -300001.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -300019.500000 Penalty: 2592.505127
	Iteration 21Q: 3 clusters Score -300019.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -300039.937500 Penalty: 2592.505127
	Iteration 22Q: 3 clusters Score -300039.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -300055.968750 Penalty: 2592.505127
	Iteration 23Q: 3 clusters Score -300056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -300069.437500 Penalty: 2592.505127
	Iteration 24Q: 3 clusters Score -300069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -300075.781250 Penalty: 2592.505127
	Iteration 25Q: 3 clusters Score -300075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -300080.406250 Penalty: 2592.505127
	Iteration 26Q: 3 clusters Score -300080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -300083.312500 Penalty: 2592.505127
	Iteration 27Q: 3 clusters Score -300083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -300085.906250 Penalty: 2592.505127
	Iteration 28Q: 3 clusters Score -300085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -300087.812500 Penalty: 2592.505127
	Iteration 29Q: 3 clusters Score -300087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -300090.062500 Penalty: 2592.505127
	Iteration 30Q: 3 clusters Score -300090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -300094.843750 Penalty: 2592.505127
	Iteration 31Q: 3 clusters Score -300094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -300099.468750 Penalty: 2592.505127
	Iteration 32Q: 3 clusters Score -300099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -300103.031250 Penalty: 2592.505127
	Iteration 33Q: 3 clusters Score -300103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -300105.093750 Penalty: 2592.505127
	Iteration 34Q: 3 clusters Score -300105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -300106.093750 Penalty: 2592.505127
	Iteration 35Q: 3 clusters Score -300106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -300109.500000 Penalty: 2592.505127
	Iteration 36Q: 3 clusters Score -300109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -300110.437500 Penalty: 2592.505127
	Iteration 37Q: 3 clusters Score -300110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -300111.468750 Penalty: 2592.505127
	Iteration 38Q: 3 clusters Score -300111.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -300113.437500 Penalty: 2592.505127
	Iteration 39Q: 3 clusters Score -300113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -300115.406250 Penalty: 2592.505127
	Iteration 40F: 3 clusters Score -300115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -300116.562500 Penalty: 2592.505127
	Iteration 41Q: 3 clusters Score -300116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -300120.468750 Penalty: 2592.505127
	Iteration 42Q: 3 clusters Score -300120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -300124.343750 Penalty: 2592.505127
	Iteration 43Q: 3 clusters Score -300124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -300126.468750 Penalty: 2592.505127
	Iteration 44Q: 3 clusters Score -300126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -300127.781250 Penalty: 2592.505127
	Iteration 45Q: 3 clusters Score -300127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -300129.093750 Penalty: 2592.505127
	Iteration 46Q: 3 clusters Score -300129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -300129.093750 Penalty: 2592.505127
	Iteration 47F: 3 clusters Score -300129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -5301097.500000 Penalty: 1756.354126
	Iteration 0F: 2 clusters Score -5301098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5267897.000000 Penalty: 3512.708252
	Iteration 0F: 3 clusters Score -5267897 nChanged 23297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5281120.500000 Penalty: 3512.708252
	Iteration 1F: 3 clusters Score -5281120 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5281840.500000 Penalty: 3512.708252
	Iteration 2Q: 3 clusters Score -5281840 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -5282931.500000 Penalty: 3512.708252
	Iteration 3Q: 3 clusters Score -5282932 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5284663.500000 Penalty: 3512.708252
	Iteration 4F: 3 clusters Score -5284664 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5287579.000000 Penalty: 3512.708252
	Iteration 5F: 3 clusters Score -5287579 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5291721.000000 Penalty: 3512.708252
	Iteration 6F: 3 clusters Score -5291721 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -5295755.000000 Penalty: 3512.708252
	Iteration 7F: 3 clusters Score -5295755 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -5298118.000000 Penalty: 3512.708252
	Iteration 8Q: 3 clusters Score -5298118 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -5299110.500000 Penalty: 3512.708252
	Iteration 9Q: 3 clusters Score -5299110 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5299517.000000 Penalty: 3512.708252
	Iteration 10Q: 3 clusters Score -5299517 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5299769.000000 Penalty: 3512.708252
	Iteration 11Q: 3 clusters Score -5299769 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -5299893.000000 Penalty: 3512.708252
	Iteration 12Q: 3 clusters Score -5299893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -5299970.000000 Penalty: 3512.708252
	Iteration 13Q: 3 clusters Score -5299970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5300060.000000 Penalty: 3512.708252
	Iteration 14Q: 3 clusters Score -5300060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -5300114.000000 Penalty: 3512.708252
	Iteration 15Q: 3 clusters Score -5300114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -5300136.500000 Penalty: 3512.708252
	Iteration 16Q: 3 clusters Score -5300136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5300160.500000 Penalty: 3512.708252
	Iteration 17Q: 3 clusters Score -5300160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -5300185.000000 Penalty: 3512.708252
	Iteration 18Q: 3 clusters Score -5300185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -5300204.500000 Penalty: 3512.708252
	Iteration 19Q: 3 clusters Score -5300204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -5300233.500000 Penalty: 3512.708252
	Iteration 20F: 3 clusters Score -5300234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -5300262.000000 Penalty: 3512.708252
	Iteration 21Q: 3 clusters Score -5300262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3512.708252
	Iteration 22Q: 3 clusters Score -5300278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -5300298.000000 Penalty: 3512.708252
	Iteration 23Q: 3 clusters Score -5300298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -5300318.500000 Penalty: 3512.708252
	Iteration 24Q: 3 clusters Score -5300318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -5300325.000000 Penalty: 3512.708252
	Iteration 25Q: 3 clusters Score -5300325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -5300334.500000 Penalty: 3512.708252
	Iteration 26Q: 3 clusters Score -5300334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -5300346.500000 Penalty: 3512.708252
	Iteration 27Q: 3 clusters Score -5300346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -5300347.500000 Penalty: 3512.708252
	Iteration 28Q: 3 clusters Score -5300348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -5300359.500000 Penalty: 3512.708252
	Iteration 29Q: 3 clusters Score -5300360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -5300358.500000 Penalty: 3512.708252
	Iteration 30Q: 3 clusters Score -5300358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -5300368.000000 Penalty: 3512.708252
	Iteration 31Q: 3 clusters Score -5300368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -5300371.500000 Penalty: 3512.708252
	Iteration 32Q: 3 clusters Score -5300372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -5300378.000000 Penalty: 3512.708252
	Iteration 33Q: 3 clusters Score -5300378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5300379.500000 Penalty: 3512.708252
	Iteration 34Q: 3 clusters Score -5300380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -5300391.000000 Penalty: 3512.708252
	Iteration 35Q: 3 clusters Score -5300391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -5300390.500000 Penalty: 3512.708252
	Iteration 36Q: 3 clusters Score -5300390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -5300394.000000 Penalty: 3512.708252
	Iteration 37Q: 3 clusters Score -5300394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -5300403.500000 Penalty: 3512.708252
	Iteration 38Q: 3 clusters Score -5300404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -5300409.000000 Penalty: 3512.708252
	Iteration 39Q: 3 clusters Score -5300409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -5300418.000000 Penalty: 3512.708252
	Iteration 40F: 3 clusters Score -5300418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -5300428.500000 Penalty: 3512.708252
	Iteration 41Q: 3 clusters Score -5300428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -5300430.500000 Penalty: 3512.708252
	Iteration 42Q: 3 clusters Score -5300430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -5300429.000000 Penalty: 3512.708252
	Iteration 43Q: 3 clusters Score -5300429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -5300429.000000 Penalty: 3512.708252
	Iteration 44Q: 3 clusters Score -5300429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -5300430.000000 Penalty: 3512.708252
	Iteration 45Q: 3 clusters Score -5300430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -5300438.000000 Penalty: 3512.708252
	Iteration 46Q: 3 clusters Score -5300438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -5300444.000000 Penalty: 3512.708252
	Iteration 47Q: 3 clusters Score -5300444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -5300449.500000 Penalty: 3512.708252
	Iteration 48Q: 3 clusters Score -5300450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -5300457.500000 Penalty: 3512.708252
	Iteration 49Q: 3 clusters Score -5300458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -5300463.000000 Penalty: 3512.708252
	Iteration 50Q: 3 clusters Score -5300463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -5300462.500000 Penalty: 3512.708252
	Iteration 51Q: 3 clusters Score -5300462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -5300463.500000 Penalty: 3512.708252
	Iteration 52Q: 3 clusters Score -5300464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -5300471.000000 Penalty: 3512.708252
	Iteration 53Q: 3 clusters Score -5300471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5300482.000000 Penalty: 3512.708252
	Iteration 54Q: 3 clusters Score -5300482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5300491.000000 Penalty: 3512.708252
	Iteration 55Q: 3 clusters Score -5300491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5300495.000000 Penalty: 3512.708252
	Iteration 56Q: 3 clusters Score -5300495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -5300498.000000 Penalty: 3512.708252
	Iteration 57Q: 3 clusters Score -5300498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -5300487.000000 Penalty: 3512.708252
	Iteration 58Q: 3 clusters Score -5300487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -5300494.500000 Penalty: 3512.708252
	Iteration 59Q: 3 clusters Score -5300494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5300497.000000 Penalty: 3512.708252
	Iteration 60F: 3 clusters Score -5300497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -5300501.000000 Penalty: 3512.708252
	Iteration 61Q: 3 clusters Score -5300501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -5300502.500000 Penalty: 3512.708252
	Iteration 62Q: 3 clusters Score -5300502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -5300501.500000 Penalty: 3512.708252
	Iteration 63Q: 3 clusters Score -5300502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5300499.000000 Penalty: 3512.708252
	Iteration 64Q: 3 clusters Score -5300499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -5300502.000000 Penalty: 3512.708252
	Iteration 65Q: 3 clusters Score -5300502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -5300506.500000 Penalty: 3512.708252
	Iteration 66Q: 3 clusters Score -5300506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -5300508.000000 Penalty: 3512.708252
	Iteration 67Q: 3 clusters Score -5300508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5300507.500000 Penalty: 3512.708252
	Iteration 68Q: 3 clusters Score -5300508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -5300518.500000 Penalty: 3512.708252
	Iteration 69Q: 3 clusters Score -5300518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -5300523.500000 Penalty: 3512.708252
	Iteration 70Q: 3 clusters Score -5300524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5300527.000000 Penalty: 3512.708252
	Iteration 71Q: 3 clusters Score -5300527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5300517.000000 Penalty: 3512.708252
	Iteration 72Q: 3 clusters Score -5300517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -5300512.000000 Penalty: 3512.708252
	Iteration 73Q: 3 clusters Score -5300512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -5300523.000000 Penalty: 3512.708252
	Iteration 74Q: 3 clusters Score -5300523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5300524.000000 Penalty: 3512.708252
	Iteration 75Q: 3 clusters Score -5300524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -5300522.500000 Penalty: 3512.708252
	Iteration 76Q: 3 clusters Score -5300522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -5300530.500000 Penalty: 3512.708252
	Iteration 77Q: 3 clusters Score -5300530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -5300535.500000 Penalty: 3512.708252
	Iteration 78Q: 3 clusters Score -5300536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5300530.000000 Penalty: 3512.708252
	Iteration 79Q: 3 clusters Score -5300530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -5300538.500000 Penalty: 3512.708252
	Iteration 80F: 3 clusters Score -5300538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -5300545.000000 Penalty: 3512.708252
	Iteration 81Q: 3 clusters Score -5300545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -5300540.000000 Penalty: 3512.708252
	Iteration 82Q: 3 clusters Score -5300540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -5300546.500000 Penalty: 3512.708252
	Iteration 83Q: 3 clusters Score -5300546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -5300551.500000 Penalty: 3512.708252
	Iteration 84Q: 3 clusters Score -5300552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -5300560.500000 Penalty: 3512.708252
	Iteration 85Q: 3 clusters Score -5300560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -5300565.000000 Penalty: 3512.708252
	Iteration 86Q: 3 clusters Score -5300565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -5300566.500000 Penalty: 3512.708252
	Iteration 87Q: 3 clusters Score -5300566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -5300567.000000 Penalty: 3512.708252
	Iteration 88Q: 3 clusters Score -5300567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -5300565.500000 Penalty: 3512.708252
	Iteration 89Q: 3 clusters Score -5300566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -5300578.500000 Penalty: 3512.708252
	Iteration 90Q: 3 clusters Score -5300578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -5300578.000000 Penalty: 3512.708252
	Iteration 91Q: 3 clusters Score -5300578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -5300579.000000 Penalty: 3512.708252
	Iteration 92Q: 3 clusters Score -5300579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5300583.500000 Penalty: 3512.708252
	Iteration 93Q: 3 clusters Score -5300584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5300582.000000 Penalty: 3512.708252
	Iteration 94Q: 3 clusters Score -5300582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -5300577.500000 Penalty: 3512.708252
	Iteration 95Q: 3 clusters Score -5300578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -5300577.500000 Penalty: 3512.708252
	Iteration 96F: 3 clusters Score -5300578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Entering Unmasked Estep 
Score: -4957680.000000 Penalty: 1746.214966
	Iteration 0F: 2 clusters Score -4957680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4926664.500000 Penalty: 3492.429932
	Iteration 0F: 3 clusters Score -4926664 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -4938784.500000 Penalty: 3492.429932
	Iteration 1F: 3 clusters Score -4938784 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4939254.000000 Penalty: 3492.429932
	Iteration 2Q: 3 clusters Score -4939254 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4939681.500000 Penalty: 3492.429932
	Iteration 3Q: 3 clusters Score -4939682 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4940260.500000 Penalty: 3492.429932
	Iteration 4Q: 3 clusters Score -4940260 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4941127.500000 Penalty: 3492.429932
	Iteration 5Q: 3 clusters Score -4941128 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4942469.500000 Penalty: 3492.429932
	Iteration 6F: 3 clusters Score -4942470 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4944509.000000 Penalty: 3492.429932
	Iteration 7F: 3 clusters Score -4944509 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4947234.500000 Penalty: 3492.429932
	Iteration 8F: 3 clusters Score -4947234 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4949932.000000 Penalty: 3492.429932
	Iteration 9F: 3 clusters Score -4949932 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4951987.000000 Penalty: 3492.429932
	Iteration 10Q: 3 clusters Score -4951987 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4953390.000000 Penalty: 3492.429932
	Iteration 11Q: 3 clusters Score -4953390 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -4954314.000000 Penalty: 3492.429932
	Iteration 12Q: 3 clusters Score -4954314 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -4954896.000000 Penalty: 3492.429932
	Iteration 13Q: 3 clusters Score -4954896 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -4955292.500000 Penalty: 3492.429932
	Iteration 14Q: 3 clusters Score -4955292 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -4955575.500000 Penalty: 3492.429932
	Iteration 15Q: 3 clusters Score -4955576 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -4955739.000000 Penalty: 3492.429932
	Iteration 16Q: 3 clusters Score -4955739 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -4955857.500000 Penalty: 3492.429932
	Iteration 17Q: 3 clusters Score -4955858 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -4955940.000000 Penalty: 3492.429932
	Iteration 18Q: 3 clusters Score -4955940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -4956012.500000 Penalty: 3492.429932
	Iteration 19Q: 3 clusters Score -4956012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -4956059.500000 Penalty: 3492.429932
	Iteration 20F: 3 clusters Score -4956060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -4956099.000000 Penalty: 3492.429932
	Iteration 21Q: 3 clusters Score -4956099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4956114.000000 Penalty: 3492.429932
	Iteration 22Q: 3 clusters Score -4956114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -4956138.500000 Penalty: 3492.429932
	Iteration 23Q: 3 clusters Score -4956138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -4956152.500000 Penalty: 3492.429932
	Iteration 24Q: 3 clusters Score -4956152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -4956159.500000 Penalty: 3492.429932
	Iteration 25Q: 3 clusters Score -4956160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -4956165.500000 Penalty: 3492.429932
	Iteration 26Q: 3 clusters Score -4956166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -4956163.000000 Penalty: 3492.429932
	Iteration 27Q: 3 clusters Score -4956163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -4956164.000000 Penalty: 3492.429932
	Iteration 28Q: 3 clusters Score -4956164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -4956163.000000 Penalty: 3492.429932
	Iteration 29Q: 3 clusters Score -4956163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -4956167.000000 Penalty: 3492.429932
	Iteration 30Q: 3 clusters Score -4956167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -4956172.000000 Penalty: 3492.429932
	Iteration 31Q: 3 clusters Score -4956172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4956172.000000 Penalty: 3492.429932
	Iteration 32Q: 3 clusters Score -4956172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4956177.000000 Penalty: 3492.429932
	Iteration 33Q: 3 clusters Score -4956177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -4956183.000000 Penalty: 3492.429932
	Iteration 34Q: 3 clusters Score -4956183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -4956188.500000 Penalty: 3492.429932
	Iteration 35Q: 3 clusters Score -4956188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -4956195.500000 Penalty: 3492.429932
	Iteration 36Q: 3 clusters Score -4956196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4956193.500000 Penalty: 3492.429932
	Iteration 37Q: 3 clusters Score -4956194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -4956193.000000 Penalty: 3492.429932
	Iteration 38Q: 3 clusters Score -4956193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -4956202.000000 Penalty: 3492.429932
	Iteration 39Q: 3 clusters Score -4956202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -4956200.500000 Penalty: 3492.429932
	Iteration 40F: 3 clusters Score -4956200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -4956205.000000 Penalty: 3492.429932
	Iteration 41Q: 3 clusters Score -4956205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -4956208.000000 Penalty: 3492.429932
	Iteration 42Q: 3 clusters Score -4956208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -4956207.500000 Penalty: 3492.429932
	Iteration 43Q: 3 clusters Score -4956208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -4956210.500000 Penalty: 3492.429932
	Iteration 44Q: 3 clusters Score -4956210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -4956210.500000 Penalty: 3492.429932
	Iteration 45Q: 3 clusters Score -4956210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -4956216.000000 Penalty: 3492.429932
	Iteration 46Q: 3 clusters Score -4956216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -4956215.000000 Penalty: 3492.429932
	Iteration 47Q: 3 clusters Score -4956215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -4956219.000000 Penalty: 3492.429932
	Iteration 48Q: 3 clusters Score -4956219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -4956217.500000 Penalty: 3492.429932
	Iteration 49Q: 3 clusters Score -4956218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -4956217.500000 Penalty: 3492.429932
	Iteration 50Q: 3 clusters Score -4956218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -4956217.500000 Penalty: 3492.429932
	Iteration 51F: 3 clusters Score -4956218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Entering Unmasked Estep 
Score: -2449044.000000 Penalty: 1631.227661
	Iteration 0F: 2 clusters Score -2449044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2433556.250000 Penalty: 3262.455322
	Iteration 0F: 3 clusters Score -2433556 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2439331.250000 Penalty: 3262.455322
	Iteration 1F: 3 clusters Score -2439331 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2439679.500000 Penalty: 3262.455322
	Iteration 2Q: 3 clusters Score -2439680 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2440051.250000 Penalty: 3262.455322
	Iteration 3Q: 3 clusters Score -2440051 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2440442.250000 Penalty: 3262.455322
	Iteration 4Q: 3 clusters Score -2440442 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2440879.500000 Penalty: 3262.455322
	Iteration 5Q: 3 clusters Score -2440880 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2441422.250000 Penalty: 3262.455322
	Iteration 6Q: 3 clusters Score -2441422 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2442106.500000 Penalty: 3262.455322
	Iteration 7Q: 3 clusters Score -2442106 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2442901.500000 Penalty: 3262.455322
	Iteration 8Q: 3 clusters Score -2442902 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2443751.750000 Penalty: 3262.455322
	Iteration 9Q: 3 clusters Score -2443752 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2444591.250000 Penalty: 3262.455322
	Iteration 10Q: 3 clusters Score -2444591 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2445295.750000 Penalty: 3262.455322
	Iteration 11Q: 3 clusters Score -2445296 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2445842.750000 Penalty: 3262.455322
	Iteration 12Q: 3 clusters Score -2445843 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2446251.250000 Penalty: 3262.455322
	Iteration 13Q: 3 clusters Score -2446251 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2446569.000000 Penalty: 3262.455322
	Iteration 14Q: 3 clusters Score -2446569 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2446806.500000 Penalty: 3262.455322
	Iteration 15Q: 3 clusters Score -2446806 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2447010.500000 Penalty: 3262.455322
	Iteration 16Q: 3 clusters Score -2447010 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2447171.250000 Penalty: 3262.455322
	Iteration 17Q: 3 clusters Score -2447171 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2447299.250000 Penalty: 3262.455322
	Iteration 18Q: 3 clusters Score -2447299 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2447389.250000 Penalty: 3262.455322
	Iteration 19Q: 3 clusters Score -2447389 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2447457.250000 Penalty: 3262.455322
	Iteration 20F: 3 clusters Score -2447457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2447511.000000 Penalty: 3262.455322
	Iteration 21Q: 3 clusters Score -2447511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2447539.250000 Penalty: 3262.455322
	Iteration 22Q: 3 clusters Score -2447539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2447564.250000 Penalty: 3262.455322
	Iteration 23Q: 3 clusters Score -2447564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2447594.500000 Penalty: 3262.455322
	Iteration 24Q: 3 clusters Score -2447594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2447620.500000 Penalty: 3262.455322
	Iteration 25Q: 3 clusters Score -2447620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2447636.500000 Penalty: 3262.455322
	Iteration 26Q: 3 clusters Score -2447636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2447651.750000 Penalty: 3262.455322
	Iteration 27Q: 3 clusters Score -2447652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2447665.250000 Penalty: 3262.455322
	Iteration 28Q: 3 clusters Score -2447665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2447675.250000 Penalty: 3262.455322
	Iteration 29Q: 3 clusters Score -2447675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2447679.250000 Penalty: 3262.455322
	Iteration 30Q: 3 clusters Score -2447679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2447684.250000 Penalty: 3262.455322
	Iteration 31Q: 3 clusters Score -2447684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2447690.250000 Penalty: 3262.455322
	Iteration 32Q: 3 clusters Score -2447690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2447696.000000 Penalty: 3262.455322
	Iteration 33Q: 3 clusters Score -2447696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2447704.250000 Penalty: 3262.455322
	Iteration 34Q: 3 clusters Score -2447704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2447713.000000 Penalty: 3262.455322
	Iteration 35Q: 3 clusters Score -2447713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2447719.750000 Penalty: 3262.455322
	Iteration 36Q: 3 clusters Score -2447720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2447724.250000 Penalty: 3262.455322
	Iteration 37Q: 3 clusters Score -2447724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2447726.500000 Penalty: 3262.455322
	Iteration 38Q: 3 clusters Score -2447726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2447730.000000 Penalty: 3262.455322
	Iteration 39Q: 3 clusters Score -2447730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2447730.000000 Penalty: 3262.455322
	Iteration 40F: 3 clusters Score -2447730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2447729.500000 Penalty: 3262.455322
	Iteration 41Q: 3 clusters Score -2447730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2447729.500000 Penalty: 3262.455322
	Iteration 42F: 3 clusters Score -2447730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Entering Unmasked Estep 
Score: -4957395.000000 Penalty: 1746.948120
	Iteration 0F: 2 clusters Score -4957395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4926097.500000 Penalty: 3493.896240
	Iteration 0F: 3 clusters Score -4926098 nChanged 21828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4938474.000000 Penalty: 3493.896240
	Iteration 1F: 3 clusters Score -4938474 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4938928.500000 Penalty: 3493.896240
	Iteration 2Q: 3 clusters Score -4938928 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4939415.500000 Penalty: 3493.896240
	Iteration 3Q: 3 clusters Score -4939416 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4940135.500000 Penalty: 3493.896240
	Iteration 4Q: 3 clusters Score -4940136 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4941338.000000 Penalty: 3493.896240
	Iteration 5Q: 3 clusters Score -4941338 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4943233.000000 Penalty: 3493.896240
	Iteration 6F: 3 clusters Score -4943233 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4945966.000000 Penalty: 3493.896240
	Iteration 7F: 3 clusters Score -4945966 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4948938.500000 Penalty: 3493.896240
	Iteration 8F: 3 clusters Score -4948938 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4951381.500000 Penalty: 3493.896240
	Iteration 9F: 3 clusters Score -4951382 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -4953034.500000 Penalty: 3493.896240
	Iteration 10Q: 3 clusters Score -4953034 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -4954067.000000 Penalty: 3493.896240
	Iteration 11Q: 3 clusters Score -4954067 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -4954658.500000 Penalty: 3493.896240
	Iteration 12Q: 3 clusters Score -4954658 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -4955048.000000 Penalty: 3493.896240
	Iteration 13Q: 3 clusters Score -4955048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -4955286.500000 Penalty: 3493.896240
	Iteration 14Q: 3 clusters Score -4955286 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -4955440.500000 Penalty: 3493.896240
	Iteration 15Q: 3 clusters Score -4955440 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -4955540.500000 Penalty: 3493.896240
	Iteration 16Q: 3 clusters Score -4955540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -4955625.000000 Penalty: 3493.896240
	Iteration 17Q: 3 clusters Score -4955625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -4955694.500000 Penalty: 3493.896240
	Iteration 18Q: 3 clusters Score -4955694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -4955738.500000 Penalty: 3493.896240
	Iteration 19Q: 3 clusters Score -4955738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -4955772.000000 Penalty: 3493.896240
	Iteration 20F: 3 clusters Score -4955772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -4955790.500000 Penalty: 3493.896240
	Iteration 21Q: 3 clusters Score -4955790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -4955816.000000 Penalty: 3493.896240
	Iteration 22Q: 3 clusters Score -4955816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -4955822.000000 Penalty: 3493.896240
	Iteration 23Q: 3 clusters Score -4955822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -4955832.500000 Penalty: 3493.896240
	Iteration 24Q: 3 clusters Score -4955832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4955839.500000 Penalty: 3493.896240
	Iteration 25Q: 3 clusters Score -4955840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -4955850.000000 Penalty: 3493.896240
	Iteration 26Q: 3 clusters Score -4955850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -4955856.500000 Penalty: 3493.896240
	Iteration 27Q: 3 clusters Score -4955856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -4955853.000000 Penalty: 3493.896240
	Iteration 28Q: 3 clusters Score -4955853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -4955857.000000 Penalty: 3493.896240
	Iteration 29Q: 3 clusters Score -4955857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -4955857.500000 Penalty: 3493.896240
	Iteration 30Q: 3 clusters Score -4955858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -4955859.500000 Penalty: 3493.896240
	Iteration 31Q: 3 clusters Score -4955860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4955867.000000 Penalty: 3493.896240
	Iteration 32Q: 3 clusters Score -4955867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -4955875.000000 Penalty: 3493.896240
	Iteration 33Q: 3 clusters Score -4955875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -4955870.500000 Penalty: 3493.896240
	Iteration 34Q: 3 clusters Score -4955870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4955869.000000 Penalty: 3493.896240
	Iteration 35Q: 3 clusters Score -4955869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -4955871.500000 Penalty: 3493.896240
	Iteration 36Q: 3 clusters Score -4955872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -4955872.500000 Penalty: 3493.896240
	Iteration 37Q: 3 clusters Score -4955872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -4955876.500000 Penalty: 3493.896240
	Iteration 38Q: 3 clusters Score -4955876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -4955875.000000 Penalty: 3493.896240
	Iteration 39Q: 3 clusters Score -4955875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -4955881.000000 Penalty: 3493.896240
	Iteration 40F: 3 clusters Score -4955881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -4955882.000000 Penalty: 3493.896240
	Iteration 41Q: 3 clusters Score -4955882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -4955880.500000 Penalty: 3493.896240
	Iteration 42Q: 3 clusters Score -4955880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -4955879.500000 Penalty: 3493.896240
	Iteration 43Q: 3 clusters Score -4955880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -4955880.500000 Penalty: 3493.896240
	Iteration 44Q: 3 clusters Score -4955880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -4955885.000000 Penalty: 3493.896240
	Iteration 45Q: 3 clusters Score -4955885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -4955884.000000 Penalty: 3493.896240
	Iteration 46Q: 3 clusters Score -4955884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -4955885.500000 Penalty: 3493.896240
	Iteration 47Q: 3 clusters Score -4955886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -4955888.500000 Penalty: 3493.896240
	Iteration 48Q: 3 clusters Score -4955888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -4955889.000000 Penalty: 3493.896240
	Iteration 49Q: 3 clusters Score -4955889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -4955891.000000 Penalty: 3493.896240
	Iteration 50Q: 3 clusters Score -4955891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -4955893.000000 Penalty: 3493.896240
	Iteration 51Q: 3 clusters Score -4955893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -4955890.500000 Penalty: 3493.896240
	Iteration 52Q: 3 clusters Score -4955890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -4955897.500000 Penalty: 3493.896240
	Iteration 53Q: 3 clusters Score -4955898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -4955897.500000 Penalty: 3493.896240
	Iteration 54F: 3 clusters Score -4955898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Entering Unmasked Estep 
Score: -6636715.000000 Penalty: 1793.326782
	Iteration 0F: 2 clusters Score -6636715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6595348.000000 Penalty: 3586.653564
	Iteration 0F: 3 clusters Score -6595348 nChanged 29182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -6612566.500000 Penalty: 3586.653564
	Iteration 1F: 3 clusters Score -6612566 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6613360.000000 Penalty: 3586.653564
	Iteration 2Q: 3 clusters Score -6613360 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -6614362.000000 Penalty: 3586.653564
	Iteration 3Q: 3 clusters Score -6614362 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -6615652.500000 Penalty: 3586.653564
	Iteration 4Q: 3 clusters Score -6615652 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6617267.500000 Penalty: 3586.653564
	Iteration 5F: 3 clusters Score -6617268 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -6619378.000000 Penalty: 3586.653564
	Iteration 6F: 3 clusters Score -6619378 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -6621759.500000 Penalty: 3586.653564
	Iteration 7F: 3 clusters Score -6621760 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -6623993.500000 Penalty: 3586.653564
	Iteration 8F: 3 clusters Score -6623994 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -6625765.000000 Penalty: 3586.653564
	Iteration 9Q: 3 clusters Score -6625765 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6626944.500000 Penalty: 3586.653564
	Iteration 10Q: 3 clusters Score -6626944 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -6627763.000000 Penalty: 3586.653564
	Iteration 11Q: 3 clusters Score -6627763 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -6628229.500000 Penalty: 3586.653564
	Iteration 12Q: 3 clusters Score -6628230 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6628542.500000 Penalty: 3586.653564
	Iteration 13Q: 3 clusters Score -6628542 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -6628741.000000 Penalty: 3586.653564
	Iteration 14Q: 3 clusters Score -6628741 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6628898.500000 Penalty: 3586.653564
	Iteration 15Q: 3 clusters Score -6628898 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -6629088.000000 Penalty: 3586.653564
	Iteration 16Q: 3 clusters Score -6629088 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6629231.000000 Penalty: 3586.653564
	Iteration 17Q: 3 clusters Score -6629231 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -6629332.500000 Penalty: 3586.653564
	Iteration 18Q: 3 clusters Score -6629332 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6629446.500000 Penalty: 3586.653564
	Iteration 19Q: 3 clusters Score -6629446 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6629598.000000 Penalty: 3586.653564
	Iteration 20F: 3 clusters Score -6629598 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -6629739.500000 Penalty: 3586.653564
	Iteration 21Q: 3 clusters Score -6629740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6629882.000000 Penalty: 3586.653564
	Iteration 22Q: 3 clusters Score -6629882 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6630003.500000 Penalty: 3586.653564
	Iteration 23Q: 3 clusters Score -6630004 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -6630131.500000 Penalty: 3586.653564
	Iteration 24Q: 3 clusters Score -6630132 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6630295.500000 Penalty: 3586.653564
	Iteration 25Q: 3 clusters Score -6630296 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6630449.500000 Penalty: 3586.653564
	Iteration 26Q: 3 clusters Score -6630450 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6630616.000000 Penalty: 3586.653564
	Iteration 27Q: 3 clusters Score -6630616 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -6630796.000000 Penalty: 3586.653564
	Iteration 28Q: 3 clusters Score -6630796 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6630954.000000 Penalty: 3586.653564
	Iteration 29Q: 3 clusters Score -6630954 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6631132.500000 Penalty: 3586.653564
	Iteration 30Q: 3 clusters Score -6631132 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -6631323.500000 Penalty: 3586.653564
	Iteration 31Q: 3 clusters Score -6631324 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -6631576.000000 Penalty: 3586.653564
	Iteration 32Q: 3 clusters Score -6631576 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -6631888.000000 Penalty: 3586.653564
	Iteration 33Q: 3 clusters Score -6631888 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6632184.000000 Penalty: 3586.653564
	Iteration 34Q: 3 clusters Score -6632184 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -6632522.500000 Penalty: 3586.653564
	Iteration 35Q: 3 clusters Score -6632522 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -6632889.500000 Penalty: 3586.653564
	Iteration 36Q: 3 clusters Score -6632890 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -6633315.500000 Penalty: 3586.653564
	Iteration 37Q: 3 clusters Score -6633316 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -6633723.000000 Penalty: 3586.653564
	Iteration 38Q: 3 clusters Score -6633723 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -6634149.500000 Penalty: 3586.653564
	Iteration 39Q: 3 clusters Score -6634150 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -6634538.500000 Penalty: 3586.653564
	Iteration 40F: 3 clusters Score -6634538 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -6634828.500000 Penalty: 3586.653564
	Iteration 41Q: 3 clusters Score -6634828 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -6635070.500000 Penalty: 3586.653564
	Iteration 42Q: 3 clusters Score -6635070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -6635297.000000 Penalty: 3586.653564
	Iteration 43Q: 3 clusters Score -6635297 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -6635506.000000 Penalty: 3586.653564
	Iteration 44Q: 3 clusters Score -6635506 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -6635653.500000 Penalty: 3586.653564
	Iteration 45Q: 3 clusters Score -6635654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -6635769.500000 Penalty: 3586.653564
	Iteration 46Q: 3 clusters Score -6635770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -6635844.500000 Penalty: 3586.653564
	Iteration 47Q: 3 clusters Score -6635844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -6635881.500000 Penalty: 3586.653564
	Iteration 48Q: 3 clusters Score -6635882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -6635922.000000 Penalty: 3586.653564
	Iteration 49Q: 3 clusters Score -6635922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -6635928.500000 Penalty: 3586.653564
	Iteration 50Q: 3 clusters Score -6635928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -6635933.500000 Penalty: 3586.653564
	Iteration 51Q: 3 clusters Score -6635934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -6635944.000000 Penalty: 3586.653564
	Iteration 52Q: 3 clusters Score -6635944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -6635951.500000 Penalty: 3586.653564
	Iteration 53Q: 3 clusters Score -6635952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -6635953.500000 Penalty: 3586.653564
	Iteration 54Q: 3 clusters Score -6635954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -6635956.000000 Penalty: 3586.653564
	Iteration 55Q: 3 clusters Score -6635956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -6635961.000000 Penalty: 3586.653564
	Iteration 56Q: 3 clusters Score -6635961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -6635965.500000 Penalty: 3586.653564
	Iteration 57Q: 3 clusters Score -6635966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -6635967.000000 Penalty: 3586.653564
	Iteration 58Q: 3 clusters Score -6635967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -6635969.000000 Penalty: 3586.653564
	Iteration 59Q: 3 clusters Score -6635969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -6635971.000000 Penalty: 3586.653564
	Iteration 60F: 3 clusters Score -6635971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -6635968.000000 Penalty: 3586.653564
	Iteration 61Q: 3 clusters Score -6635968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -6635974.500000 Penalty: 3586.653564
	Iteration 62Q: 3 clusters Score -6635974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -6635974.500000 Penalty: 3586.653564
	Iteration 63F: 3 clusters Score -6635974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -287838.468750 Penalty: 1287.779419
	Iteration 0F: 2 clusters Score -287838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -285256.625000 Penalty: 2575.558838
	Iteration 0F: 3 clusters Score -285256.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -285836.750000 Penalty: 2575.558838
	Iteration 1F: 3 clusters Score -285836.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -285970.968750 Penalty: 2575.558838
	Iteration 2F: 3 clusters Score -285971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286053.718750 Penalty: 2575.558838
	Iteration 3Q: 3 clusters Score -286053.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -286119.500000 Penalty: 2575.558838
	Iteration 4Q: 3 clusters Score -286119.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286175.187500 Penalty: 2575.558838
	Iteration 5Q: 3 clusters Score -286175.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286214.375000 Penalty: 2575.558838
	Iteration 6Q: 3 clusters Score -286214.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -286245.343750 Penalty: 2575.558838
	Iteration 7Q: 3 clusters Score -286245.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -286271.468750 Penalty: 2575.558838
	Iteration 8Q: 3 clusters Score -286271.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -286301.593750 Penalty: 2575.558838
	Iteration 9Q: 3 clusters Score -286301.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -286327.750000 Penalty: 2575.558838
	Iteration 10Q: 3 clusters Score -286327.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -286343.812500 Penalty: 2575.558838
	Iteration 11Q: 3 clusters Score -286343.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -286358.125000 Penalty: 2575.558838
	Iteration 12Q: 3 clusters Score -286358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -286373.625000 Penalty: 2575.558838
	Iteration 13Q: 3 clusters Score -286373.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -286391.375000 Penalty: 2575.558838
	Iteration 14Q: 3 clusters Score -286391.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -286409.468750 Penalty: 2575.558838
	Iteration 15Q: 3 clusters Score -286409.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -286423.406250 Penalty: 2575.558838
	Iteration 16Q: 3 clusters Score -286423.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -286432.906250 Penalty: 2575.558838
	Iteration 17Q: 3 clusters Score -286432.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -286445.093750 Penalty: 2575.558838
	Iteration 18Q: 3 clusters Score -286445.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -286458.375000 Penalty: 2575.558838
	Iteration 19Q: 3 clusters Score -286458.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -286474.156250 Penalty: 2575.558838
	Iteration 20F: 3 clusters Score -286474.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -286492.625000 Penalty: 2575.558838
	Iteration 21Q: 3 clusters Score -286492.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -286505.312500 Penalty: 2575.558838
	Iteration 22Q: 3 clusters Score -286505.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -286515.375000 Penalty: 2575.558838
	Iteration 23Q: 3 clusters Score -286515.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -286526.343750 Penalty: 2575.558838
	Iteration 24Q: 3 clusters Score -286526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -286539.687500 Penalty: 2575.558838
	Iteration 25Q: 3 clusters Score -286539.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -286551.062500 Penalty: 2575.558838
	Iteration 26Q: 3 clusters Score -286551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -286559.000000 Penalty: 2575.558838
	Iteration 27Q: 3 clusters Score -286559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -286567.718750 Penalty: 2575.558838
	Iteration 28Q: 3 clusters Score -286567.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -286577.812500 Penalty: 2575.558838
	Iteration 29Q: 3 clusters Score -286577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -286589.250000 Penalty: 2575.558838
	Iteration 30Q: 3 clusters Score -286589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -286601.625000 Penalty: 2575.558838
	Iteration 31Q: 3 clusters Score -286601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -286611.406250 Penalty: 2575.558838
	Iteration 32Q: 3 clusters Score -286611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -286619.000000 Penalty: 2575.558838
	Iteration 33Q: 3 clusters Score -286619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -286625.906250 Penalty: 2575.558838
	Iteration 34Q: 3 clusters Score -286625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -286633.031250 Penalty: 2575.558838
	Iteration 35Q: 3 clusters Score -286633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -286639.218750 Penalty: 2575.558838
	Iteration 36Q: 3 clusters Score -286639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -286643.625000 Penalty: 2575.558838
	Iteration 37Q: 3 clusters Score -286643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -286647.875000 Penalty: 2575.558838
	Iteration 38Q: 3 clusters Score -286647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -286648.906250 Penalty: 2575.558838
	Iteration 39Q: 3 clusters Score -286648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -286651.500000 Penalty: 2575.558838
	Iteration 40F: 3 clusters Score -286651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -286651.687500 Penalty: 2575.558838
	Iteration 41Q: 3 clusters Score -286651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -286653.093750 Penalty: 2575.558838
	Iteration 42Q: 3 clusters Score -286653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -286653.375000 Penalty: 2575.558838
	Iteration 43Q: 3 clusters Score -286653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -286653.375000 Penalty: 2575.558838
	Iteration 44F: 3 clusters Score -286653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89651 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217136.000000 Penalty: 41459.531250
Iteration 399Q: 20 clusters Score -7.021714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89650 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217128.000000 Penalty: 41459.531250
Iteration 400F: 20 clusters Score -7.021713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19210 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89649 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217120.000000 Penalty: 41459.531250
Iteration 401Q: 20 clusters Score -7.021712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89648 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62059 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217144.000000 Penalty: 41459.531250
Iteration 402Q: 20 clusters Score -7.021714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217152.000000 Penalty: 41459.531250
Iteration 403Q: 20 clusters Score -7.021715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206261 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89646 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217160.000000 Penalty: 41459.531250
Iteration 404Q: 20 clusters Score -7.021716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217152.000000 Penalty: 41459.531250
Iteration 405Q: 20 clusters Score -7.021715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70217152.000000 Penalty: 41459.531250
Iteration 406F: 20 clusters Score -7.021715e+07 nChanged 0
Entering ConstructFrom: 
Score: -70217152.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -223367.625000 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -223367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -221050.125000 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -221050.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -221560.843750 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -221560.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -221751.593750 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -221751.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -221922.031250 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -221922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -222051.921875 Penalty: 2521.874512
	Iteration 4F: 3 clusters Score -222051.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -222172.562500 Penalty: 2521.874512
	Iteration 5F: 3 clusters Score -222172.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -222302.078125 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -222302.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222541.843750 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -222541.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -222796.718750 Penalty: 2521.874512
	Iteration 8F: 3 clusters Score -222796.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -222977.093750 Penalty: 2521.874512
	Iteration 9F: 3 clusters Score -222977.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -223092.937500 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -223092.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -223176.875000 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -223176.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -223265.781250 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -223265.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -223313.203125 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -223313.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -223337.406250 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -223337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -223345.687500 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -223345.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -223350.093750 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -223350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -223353.796875 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -223353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -223354.453125 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -223354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -223355.828125 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -223355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -223357.625000 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -223357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -223362.343750 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -223362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -223365.187500 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -223365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223368.140625 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -223368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223368.390625 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -223368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223368.781250 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -223368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223368.781250 Penalty: 2521.874512
	Iteration 26F: 3 clusters Score -223368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
Score: -70216240.000000 Penalty: 43641.613281
Splitting cluster 1 changes total score from -70217152.000000 to -70216240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -410499.000000 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -410499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -407039.468750 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -407039.5 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -408106.843750 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -408106.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -408598.593750 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -408598.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -409152.937500 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -409152.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -409640.281250 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -409640.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -409949.218750 Penalty: 2708.078369
	Iteration 5F: 3 clusters Score -409949.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -410117.312500 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -410117.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -410205.406250 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -410205.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -410243.562500 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -410243.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -410263.156250 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -410263.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -410271.000000 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -410271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -410274.250000 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -410274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -410278.781250 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -410278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -410280.406250 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -410280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -410285.937500 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -410285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -410290.031250 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -410290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -410293.125000 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -410293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -410295.218750 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -410295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -410294.687500 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -410294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -410294.687500 Penalty: 2708.078369
	Iteration 19F: 3 clusters Score -410294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Entering Unmasked Estep 
Score: -1538079.875000 Penalty: 1556.081421
	Iteration 0F: 2 clusters Score -1538080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1528021.375000 Penalty: 3112.162842
	Iteration 0F: 3 clusters Score -1528021 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1531639.625000 Penalty: 3112.162842
	Iteration 1F: 3 clusters Score -1531640 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1532085.750000 Penalty: 3112.162842
	Iteration 2F: 3 clusters Score -1532086 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1532744.500000 Penalty: 3112.162842
	Iteration 3F: 3 clusters Score -1532744 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1533680.000000 Penalty: 3112.162842
	Iteration 4F: 3 clusters Score -1533680 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1534773.250000 Penalty: 3112.162842
	Iteration 5F: 3 clusters Score -1534773 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1535724.625000 Penalty: 3112.162842
	Iteration 6F: 3 clusters Score -1535725 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1536324.000000 Penalty: 3112.162842
	Iteration 7Q: 3 clusters Score -1536324 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1536710.125000 Penalty: 3112.162842
	Iteration 8Q: 3 clusters Score -1536710 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1536898.000000 Penalty: 3112.162842
	Iteration 9Q: 3 clusters Score -1536898 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1537010.000000 Penalty: 3112.162842
	Iteration 10Q: 3 clusters Score -1537010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1537068.250000 Penalty: 3112.162842
	Iteration 11Q: 3 clusters Score -1537068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1537104.875000 Penalty: 3112.162842
	Iteration 12Q: 3 clusters Score -1537105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1537141.625000 Penalty: 3112.162842
	Iteration 13Q: 3 clusters Score -1537142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1537152.875000 Penalty: 3112.162842
	Iteration 14Q: 3 clusters Score -1537153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1537157.000000 Penalty: 3112.162842
	Iteration 15Q: 3 clusters Score -1537157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1537158.750000 Penalty: 3112.162842
	Iteration 16Q: 3 clusters Score -1537159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1537164.625000 Penalty: 3112.162842
	Iteration 17Q: 3 clusters Score -1537165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1537168.375000 Penalty: 3112.162842
	Iteration 18Q: 3 clusters Score -1537168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1537174.625000 Penalty: 3112.162842
	Iteration 19Q: 3 clusters Score -1537175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1537174.500000 Penalty: 3112.162842
	Iteration 20F: 3 clusters Score -1537174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1537176.000000 Penalty: 3112.162842
	Iteration 21Q: 3 clusters Score -1537176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1537177.375000 Penalty: 3112.162842
	Iteration 22Q: 3 clusters Score -1537177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1537179.125000 Penalty: 3112.162842
	Iteration 23Q: 3 clusters Score -1537179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1537183.000000 Penalty: 3112.162842
	Iteration 24Q: 3 clusters Score -1537183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1537181.375000 Penalty: 3112.162842
	Iteration 25Q: 3 clusters Score -1537181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1537178.875000 Penalty: 3112.162842
	Iteration 26Q: 3 clusters Score -1537179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1537178.875000 Penalty: 3112.162842
	Iteration 27F: 3 clusters Score -1537179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (206260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206260 members 
Entering Unmasked Estep 
Score: -21674040.000000 Penalty: 1988.495117
	Iteration 0F: 2 clusters Score -2.167404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 102608 members 
Entering Unmasked Estep 
Score: -21538202.000000 Penalty: 3976.990234
	Iteration 0F: 3 clusters Score -2.15382e+07 nChanged 100069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -21597902.000000 Penalty: 3976.990234
	Iteration 1F: 3 clusters Score -2.15979e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -21600732.000000 Penalty: 3976.990234
	Iteration 2Q: 3 clusters Score -2.160073e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -21606764.000000 Penalty: 3976.990234
	Iteration 3F: 3 clusters Score -2.160676e+07 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -21617822.000000 Penalty: 3976.990234
	Iteration 4F: 3 clusters Score -2.161782e+07 nChanged 19560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -21635316.000000 Penalty: 3976.990234
	Iteration 5F: 3 clusters Score -2.163532e+07 nChanged 19121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186636 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -21654350.000000 Penalty: 3976.990234
	Iteration 6F: 3 clusters Score -2.165435e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199119 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -21666476.000000 Penalty: 3976.990234
	Iteration 7F: 3 clusters Score -2.166648e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204510 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -21670976.000000 Penalty: 3976.990234
	Iteration 8Q: 3 clusters Score -2.167098e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205874 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21671972.000000 Penalty: 3976.990234
	Iteration 9Q: 3 clusters Score -2.167197e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206107 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21672156.000000 Penalty: 3976.990234
	Iteration 10Q: 3 clusters Score -2.167216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21672234.000000 Penalty: 3976.990234
	Iteration 11Q: 3 clusters Score -2.167223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21672288.000000 Penalty: 3976.990234
	Iteration 12Q: 3 clusters Score -2.167229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206161 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21672278.000000 Penalty: 3976.990234
	Iteration 13Q: 3 clusters Score -2.167228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206160 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21672280.000000 Penalty: 3976.990234
	Iteration 14Q: 3 clusters Score -2.167228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21672288.000000 Penalty: 3976.990234
	Iteration 15Q: 3 clusters Score -2.167229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206158 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21672294.000000 Penalty: 3976.990234
	Iteration 16Q: 3 clusters Score -2.167229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206158 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21672294.000000 Penalty: 3976.990234
	Iteration 17F: 3 clusters Score -2.167229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -2057697.125000 Penalty: 1602.801636
	Iteration 0F: 2 clusters Score -2057697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2044552.750000 Penalty: 3205.603271
	Iteration 0F: 3 clusters Score -2044553 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2049178.375000 Penalty: 3205.603271
	Iteration 1F: 3 clusters Score -2049178 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2049541.500000 Penalty: 3205.603271
	Iteration 2Q: 3 clusters Score -2049542 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2049978.250000 Penalty: 3205.603271
	Iteration 3F: 3 clusters Score -2049978 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2050505.375000 Penalty: 3205.603271
	Iteration 4F: 3 clusters Score -2050505 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2051198.125000 Penalty: 3205.603271
	Iteration 5F: 3 clusters Score -2051198 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2052173.375000 Penalty: 3205.603271
	Iteration 6F: 3 clusters Score -2052173 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2053397.875000 Penalty: 3205.603271
	Iteration 7F: 3 clusters Score -2053398 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2054546.500000 Penalty: 3205.603271
	Iteration 8F: 3 clusters Score -2054546 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2055318.750000 Penalty: 3205.603271
	Iteration 9Q: 3 clusters Score -2055319 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2055717.500000 Penalty: 3205.603271
	Iteration 10Q: 3 clusters Score -2055718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2055913.750000 Penalty: 3205.603271
	Iteration 11Q: 3 clusters Score -2055914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2056023.875000 Penalty: 3205.603271
	Iteration 12Q: 3 clusters Score -2056024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2056131.500000 Penalty: 3205.603271
	Iteration 13Q: 3 clusters Score -2056132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2056189.875000 Penalty: 3205.603271
	Iteration 14Q: 3 clusters Score -2056190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2056241.875000 Penalty: 3205.603271
	Iteration 15Q: 3 clusters Score -2056242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2056286.375000 Penalty: 3205.603271
	Iteration 16Q: 3 clusters Score -2056286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2056328.250000 Penalty: 3205.603271
	Iteration 17Q: 3 clusters Score -2056328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2056359.125000 Penalty: 3205.603271
	Iteration 18Q: 3 clusters Score -2056359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2056377.000000 Penalty: 3205.603271
	Iteration 19Q: 3 clusters Score -2056377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2056406.125000 Penalty: 3205.603271
	Iteration 20F: 3 clusters Score -2056406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2056417.500000 Penalty: 3205.603271
	Iteration 21Q: 3 clusters Score -2056418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2056429.000000 Penalty: 3205.603271
	Iteration 22Q: 3 clusters Score -2056429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2056434.125000 Penalty: 3205.603271
	Iteration 23Q: 3 clusters Score -2056434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2056439.000000 Penalty: 3205.603271
	Iteration 24Q: 3 clusters Score -2056439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2056443.125000 Penalty: 3205.603271
	Iteration 25Q: 3 clusters Score -2056443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2056445.125000 Penalty: 3205.603271
	Iteration 26Q: 3 clusters Score -2056445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2056446.125000 Penalty: 3205.603271
	Iteration 27Q: 3 clusters Score -2056446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2056444.750000 Penalty: 3205.603271
	Iteration 28Q: 3 clusters Score -2056445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2056444.000000 Penalty: 3205.603271
	Iteration 29Q: 3 clusters Score -2056444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2056446.125000 Penalty: 3205.603271
	Iteration 30Q: 3 clusters Score -2056446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2056447.875000 Penalty: 3205.603271
	Iteration 31Q: 3 clusters Score -2056448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2056447.000000 Penalty: 3205.603271
	Iteration 32Q: 3 clusters Score -2056447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2056452.250000 Penalty: 3205.603271
	Iteration 33Q: 3 clusters Score -2056452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2056458.125000 Penalty: 3205.603271
	Iteration 34Q: 3 clusters Score -2056458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2056456.750000 Penalty: 3205.603271
	Iteration 35Q: 3 clusters Score -2056457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2056459.750000 Penalty: 3205.603271
	Iteration 36Q: 3 clusters Score -2056460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2056462.000000 Penalty: 3205.603271
	Iteration 37Q: 3 clusters Score -2056462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2056459.375000 Penalty: 3205.603271
	Iteration 38Q: 3 clusters Score -2056459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2056465.500000 Penalty: 3205.603271
	Iteration 39Q: 3 clusters Score -2056466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2056469.750000 Penalty: 3205.603271
	Iteration 40F: 3 clusters Score -2056470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2056470.000000 Penalty: 3205.603271
	Iteration 41Q: 3 clusters Score -2056470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2056470.000000 Penalty: 3205.603271
	Iteration 42F: 3 clusters Score -2056470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -28098.701172 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -28098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27266.542969 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -27266.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27433.253906 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27433.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27498.408203 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27498.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27570.367188 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -27570.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27636.703125 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27729.945312 Penalty: 1900.092651
	Iteration 5F: 3 clusters Score -27729.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27835.230469 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27835.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27932.966797 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27932.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27963.787109 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27963.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27978.041016 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27978.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27978.041016 Penalty: 1900.092651
	Iteration 10F: 3 clusters Score -27978.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -44088.515625 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -44088.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43184.218750 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -43184.22 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43408.468750 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -43408.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43616.140625 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -43616.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43779.957031 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -43779.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44033.781250 Penalty: 1998.252319
	Iteration 4F: 3 clusters Score -44033.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44142.234375 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -44142.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44181.136719 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -44181.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44191.945312 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -44191.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44193.203125 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -44193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44193.203125 Penalty: 1998.252319
	Iteration 9F: 3 clusters Score -44193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 206260 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 107 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 29025 members 
Mstep: Class 12 contains 34084 members 
Mstep: Class 13 contains 38174 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 49431 members 
Mstep: Class 16 contains 46441 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 62058 members 
Mstep: Class 20 contains 2765 members 
Entering Unmasked Estep 
Score: -70216096.000000 Penalty: 43641.613281
Splitting cluster 7 changes total score from -70217152.000000 to -70216096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (89647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Entering Unmasked Estep 
Score: -9490975.000000 Penalty: 1853.090698
	Iteration 0F: 2 clusters Score -9490975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -9431560.000000 Penalty: 3706.181396
	Iteration 0F: 3 clusters Score -9431560 nChanged 42729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -9456690.000000 Penalty: 3706.181396
	Iteration 1F: 3 clusters Score -9456690 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -9457362.000000 Penalty: 3706.181396
	Iteration 2Q: 3 clusters Score -9457362 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -9458298.000000 Penalty: 3706.181396
	Iteration 3Q: 3 clusters Score -9458298 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -9459321.000000 Penalty: 3706.181396
	Iteration 4Q: 3 clusters Score -9459321 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -9460633.000000 Penalty: 3706.181396
	Iteration 5Q: 3 clusters Score -9460633 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -9462249.000000 Penalty: 3706.181396
	Iteration 6Q: 3 clusters Score -9462249 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -9464313.000000 Penalty: 3706.181396
	Iteration 7Q: 3 clusters Score -9464313 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -9466912.000000 Penalty: 3706.181396
	Iteration 8F: 3 clusters Score -9466912 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -9469814.000000 Penalty: 3706.181396
	Iteration 9F: 3 clusters Score -9469814 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -9472655.000000 Penalty: 3706.181396
	Iteration 10F: 3 clusters Score -9472655 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -9475185.000000 Penalty: 3706.181396
	Iteration 11Q: 3 clusters Score -9475185 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -9477072.000000 Penalty: 3706.181396
	Iteration 12Q: 3 clusters Score -9477072 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -9478517.000000 Penalty: 3706.181396
	Iteration 13Q: 3 clusters Score -9478517 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -9479551.000000 Penalty: 3706.181396
	Iteration 14Q: 3 clusters Score -9479551 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -9480374.000000 Penalty: 3706.181396
	Iteration 15Q: 3 clusters Score -9480374 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9481155.000000 Penalty: 3706.181396
	Iteration 16Q: 3 clusters Score -9481155 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -9481875.000000 Penalty: 3706.181396
	Iteration 17Q: 3 clusters Score -9481875 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -9482636.000000 Penalty: 3706.181396
	Iteration 18Q: 3 clusters Score -9482636 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -9483377.000000 Penalty: 3706.181396
	Iteration 19Q: 3 clusters Score -9483377 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -9484121.000000 Penalty: 3706.181396
	Iteration 20F: 3 clusters Score -9484121 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -9484943.000000 Penalty: 3706.181396
	Iteration 21Q: 3 clusters Score -9484943 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -9485661.000000 Penalty: 3706.181396
	Iteration 22Q: 3 clusters Score -9485661 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -9486377.000000 Penalty: 3706.181396
	Iteration 23Q: 3 clusters Score -9486377 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -9487031.000000 Penalty: 3706.181396
	Iteration 24Q: 3 clusters Score -9487031 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9487662.000000 Penalty: 3706.181396
	Iteration 25Q: 3 clusters Score -9487662 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9488107.000000 Penalty: 3706.181396
	Iteration 26Q: 3 clusters Score -9488107 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9488502.000000 Penalty: 3706.181396
	Iteration 27Q: 3 clusters Score -9488502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9488819.000000 Penalty: 3706.181396
	Iteration 28Q: 3 clusters Score -9488819 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9489044.000000 Penalty: 3706.181396
	Iteration 29Q: 3 clusters Score -9489044 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9489208.000000 Penalty: 3706.181396
	Iteration 30Q: 3 clusters Score -9489208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9489283.000000 Penalty: 3706.181396
	Iteration 31Q: 3 clusters Score -9489283 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9489342.000000 Penalty: 3706.181396
	Iteration 32Q: 3 clusters Score -9489342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9489418.000000 Penalty: 3706.181396
	Iteration 33Q: 3 clusters Score -9489418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9489456.000000 Penalty: 3706.181396
	Iteration 34Q: 3 clusters Score -9489456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9489491.000000 Penalty: 3706.181396
	Iteration 35Q: 3 clusters Score -9489491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9489531.000000 Penalty: 3706.181396
	Iteration 36Q: 3 clusters Score -9489531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9489560.000000 Penalty: 3706.181396
	Iteration 37Q: 3 clusters Score -9489560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9489563.000000 Penalty: 3706.181396
	Iteration 38Q: 3 clusters Score -9489563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9489575.000000 Penalty: 3706.181396
	Iteration 39Q: 3 clusters Score -9489575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9489597.000000 Penalty: 3706.181396
	Iteration 40F: 3 clusters Score -9489597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9489606.000000 Penalty: 3706.181396
	Iteration 41Q: 3 clusters Score -9489606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9489608.000000 Penalty: 3706.181396
	Iteration 42Q: 3 clusters Score -9489608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9489609.000000 Penalty: 3706.181396
	Iteration 43Q: 3 clusters Score -9489609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9489623.000000 Penalty: 3706.181396
	Iteration 44Q: 3 clusters Score -9489623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9489623.000000 Penalty: 3706.181396
	Iteration 45Q: 3 clusters Score -9489623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9489629.000000 Penalty: 3706.181396
	Iteration 46Q: 3 clusters Score -9489629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9489635.000000 Penalty: 3706.181396
	Iteration 47Q: 3 clusters Score -9489635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9489627.000000 Penalty: 3706.181396
	Iteration 48Q: 3 clusters Score -9489627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9489632.000000 Penalty: 3706.181396
	Iteration 49Q: 3 clusters Score -9489632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9489633.000000 Penalty: 3706.181396
	Iteration 50Q: 3 clusters Score -9489633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9489631.000000 Penalty: 3706.181396
	Iteration 51Q: 3 clusters Score -9489631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9489635.000000 Penalty: 3706.181396
	Iteration 52Q: 3 clusters Score -9489635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9489635.000000 Penalty: 3706.181396
	Iteration 53Q: 3 clusters Score -9489635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9489637.000000 Penalty: 3706.181396
	Iteration 54Q: 3 clusters Score -9489637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9489641.000000 Penalty: 3706.181396
	Iteration 55Q: 3 clusters Score -9489641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9489649.000000 Penalty: 3706.181396
	Iteration 56Q: 3 clusters Score -9489649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9489643.000000 Penalty: 3706.181396
	Iteration 57Q: 3 clusters Score -9489643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9489643.000000 Penalty: 3706.181396
	Iteration 58F: 3 clusters Score -9489643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -771813.500000 Penalty: 1451.398682
	Iteration 0F: 2 clusters Score -771813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -766243.375000 Penalty: 2902.797363
	Iteration 0F: 3 clusters Score -766243.4 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -767896.562500 Penalty: 2902.797363
	Iteration 1F: 3 clusters Score -767896.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -768110.562500 Penalty: 2902.797363
	Iteration 2F: 3 clusters Score -768110.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -768308.437500 Penalty: 2902.797363
	Iteration 3F: 3 clusters Score -768308.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -768532.000000 Penalty: 2902.797363
	Iteration 4Q: 3 clusters Score -768532 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -768817.375000 Penalty: 2902.797363
	Iteration 5Q: 3 clusters Score -768817.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -769190.437500 Penalty: 2902.797363
	Iteration 6F: 3 clusters Score -769190.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -769583.500000 Penalty: 2902.797363
	Iteration 7F: 3 clusters Score -769583.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -769879.812500 Penalty: 2902.797363
	Iteration 8F: 3 clusters Score -769879.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -770064.937500 Penalty: 2902.797363
	Iteration 9Q: 3 clusters Score -770064.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -770183.312500 Penalty: 2902.797363
	Iteration 10Q: 3 clusters Score -770183.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -770266.562500 Penalty: 2902.797363
	Iteration 11Q: 3 clusters Score -770266.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -770330.187500 Penalty: 2902.797363
	Iteration 12Q: 3 clusters Score -770330.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -770383.875000 Penalty: 2902.797363
	Iteration 13Q: 3 clusters Score -770383.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -770439.875000 Penalty: 2902.797363
	Iteration 14Q: 3 clusters Score -770439.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -770493.062500 Penalty: 2902.797363
	Iteration 15Q: 3 clusters Score -770493.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -770536.125000 Penalty: 2902.797363
	Iteration 16Q: 3 clusters Score -770536.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -770580.000000 Penalty: 2902.797363
	Iteration 17Q: 3 clusters Score -770580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -770610.625000 Penalty: 2902.797363
	Iteration 18Q: 3 clusters Score -770610.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -770635.375000 Penalty: 2902.797363
	Iteration 19Q: 3 clusters Score -770635.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -770664.437500 Penalty: 2902.797363
	Iteration 20F: 3 clusters Score -770664.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -770696.375000 Penalty: 2902.797363
	Iteration 21Q: 3 clusters Score -770696.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -770722.937500 Penalty: 2902.797363
	Iteration 22Q: 3 clusters Score -770722.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -770744.187500 Penalty: 2902.797363
	Iteration 23Q: 3 clusters Score -770744.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -770758.812500 Penalty: 2902.797363
	Iteration 24Q: 3 clusters Score -770758.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -770774.062500 Penalty: 2902.797363
	Iteration 25Q: 3 clusters Score -770774.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -770781.875000 Penalty: 2902.797363
	Iteration 26Q: 3 clusters Score -770781.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -770796.250000 Penalty: 2902.797363
	Iteration 27Q: 3 clusters Score -770796.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -770814.187500 Penalty: 2902.797363
	Iteration 28Q: 3 clusters Score -770814.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -770830.437500 Penalty: 2902.797363
	Iteration 29Q: 3 clusters Score -770830.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -770841.750000 Penalty: 2902.797363
	Iteration 30Q: 3 clusters Score -770841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -770847.375000 Penalty: 2902.797363
	Iteration 31Q: 3 clusters Score -770847.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -770853.875000 Penalty: 2902.797363
	Iteration 32Q: 3 clusters Score -770853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -770864.250000 Penalty: 2902.797363
	Iteration 33Q: 3 clusters Score -770864.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -770869.187500 Penalty: 2902.797363
	Iteration 34Q: 3 clusters Score -770869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -770871.437500 Penalty: 2902.797363
	Iteration 35Q: 3 clusters Score -770871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -770873.250000 Penalty: 2902.797363
	Iteration 36Q: 3 clusters Score -770873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -770877.250000 Penalty: 2902.797363
	Iteration 37Q: 3 clusters Score -770877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -770878.687500 Penalty: 2902.797363
	Iteration 38Q: 3 clusters Score -770878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -770881.625000 Penalty: 2902.797363
	Iteration 39Q: 3 clusters Score -770881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -770881.437500 Penalty: 2902.797363
	Iteration 40F: 3 clusters Score -770881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -770881.062500 Penalty: 2902.797363
	Iteration 41Q: 3 clusters Score -770881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -770882.375000 Penalty: 2902.797363
	Iteration 42Q: 3 clusters Score -770882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -770882.125000 Penalty: 2902.797363
	Iteration 43Q: 3 clusters Score -770882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -770881.125000 Penalty: 2902.797363
	Iteration 44Q: 3 clusters Score -770881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -770882.687500 Penalty: 2902.797363
	Iteration 45Q: 3 clusters Score -770882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -770884.000000 Penalty: 2902.797363
	Iteration 46Q: 3 clusters Score -770884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -770884.000000 Penalty: 2902.797363
	Iteration 47F: 3 clusters Score -770884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Entering Unmasked Estep 
Score: -3108048.000000 Penalty: 1669.835938
	Iteration 0F: 2 clusters Score -3108048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3088613.000000 Penalty: 3339.671875
	Iteration 0F: 3 clusters Score -3088613 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3095896.750000 Penalty: 3339.671875
	Iteration 1F: 3 clusters Score -3095897 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3096424.000000 Penalty: 3339.671875
	Iteration 2Q: 3 clusters Score -3096424 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3096943.000000 Penalty: 3339.671875
	Iteration 3Q: 3 clusters Score -3096943 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3097494.250000 Penalty: 3339.671875
	Iteration 4Q: 3 clusters Score -3097494 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3098090.250000 Penalty: 3339.671875
	Iteration 5Q: 3 clusters Score -3098090 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3098735.000000 Penalty: 3339.671875
	Iteration 6Q: 3 clusters Score -3098735 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3099432.750000 Penalty: 3339.671875
	Iteration 7Q: 3 clusters Score -3099433 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3100296.000000 Penalty: 3339.671875
	Iteration 8F: 3 clusters Score -3100296 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3101240.250000 Penalty: 3339.671875
	Iteration 9F: 3 clusters Score -3101240 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3102171.750000 Penalty: 3339.671875
	Iteration 10F: 3 clusters Score -3102172 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3103004.000000 Penalty: 3339.671875
	Iteration 11Q: 3 clusters Score -3103004 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3103639.000000 Penalty: 3339.671875
	Iteration 12Q: 3 clusters Score -3103639 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3104104.250000 Penalty: 3339.671875
	Iteration 13Q: 3 clusters Score -3104104 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3104430.250000 Penalty: 3339.671875
	Iteration 14Q: 3 clusters Score -3104430 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3104668.250000 Penalty: 3339.671875
	Iteration 15Q: 3 clusters Score -3104668 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3104847.500000 Penalty: 3339.671875
	Iteration 16Q: 3 clusters Score -3104848 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3105012.000000 Penalty: 3339.671875
	Iteration 17Q: 3 clusters Score -3105012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3105125.250000 Penalty: 3339.671875
	Iteration 18Q: 3 clusters Score -3105125 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3105227.750000 Penalty: 3339.671875
	Iteration 19Q: 3 clusters Score -3105228 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3105350.000000 Penalty: 3339.671875
	Iteration 20F: 3 clusters Score -3105350 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3105459.000000 Penalty: 3339.671875
	Iteration 21Q: 3 clusters Score -3105459 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3105548.250000 Penalty: 3339.671875
	Iteration 22Q: 3 clusters Score -3105548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3105633.250000 Penalty: 3339.671875
	Iteration 23Q: 3 clusters Score -3105633 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3105723.250000 Penalty: 3339.671875
	Iteration 24Q: 3 clusters Score -3105723 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3105817.500000 Penalty: 3339.671875
	Iteration 25Q: 3 clusters Score -3105818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3105909.000000 Penalty: 3339.671875
	Iteration 26Q: 3 clusters Score -3105909 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3105993.000000 Penalty: 3339.671875
	Iteration 27Q: 3 clusters Score -3105993 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3106072.500000 Penalty: 3339.671875
	Iteration 28Q: 3 clusters Score -3106072 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3106132.250000 Penalty: 3339.671875
	Iteration 29Q: 3 clusters Score -3106132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3106195.750000 Penalty: 3339.671875
	Iteration 30Q: 3 clusters Score -3106196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3106230.500000 Penalty: 3339.671875
	Iteration 31Q: 3 clusters Score -3106230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3106284.000000 Penalty: 3339.671875
	Iteration 32Q: 3 clusters Score -3106284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3106328.000000 Penalty: 3339.671875
	Iteration 33Q: 3 clusters Score -3106328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3106361.750000 Penalty: 3339.671875
	Iteration 34Q: 3 clusters Score -3106362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3106419.250000 Penalty: 3339.671875
	Iteration 35Q: 3 clusters Score -3106419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3106456.500000 Penalty: 3339.671875
	Iteration 36Q: 3 clusters Score -3106456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3106482.000000 Penalty: 3339.671875
	Iteration 37Q: 3 clusters Score -3106482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3106512.500000 Penalty: 3339.671875
	Iteration 38Q: 3 clusters Score -3106512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3106543.000000 Penalty: 3339.671875
	Iteration 39Q: 3 clusters Score -3106543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3106554.250000 Penalty: 3339.671875
	Iteration 40F: 3 clusters Score -3106554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3106569.250000 Penalty: 3339.671875
	Iteration 41Q: 3 clusters Score -3106569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3106593.250000 Penalty: 3339.671875
	Iteration 42Q: 3 clusters Score -3106593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3106602.000000 Penalty: 3339.671875
	Iteration 43Q: 3 clusters Score -3106602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3106606.500000 Penalty: 3339.671875
	Iteration 44Q: 3 clusters Score -3106606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3106597.250000 Penalty: 3339.671875
	Iteration 45Q: 3 clusters Score -3106597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3106608.750000 Penalty: 3339.671875
	Iteration 46Q: 3 clusters Score -3106609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3106612.000000 Penalty: 3339.671875
	Iteration 47Q: 3 clusters Score -3106612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3106614.750000 Penalty: 3339.671875
	Iteration 48Q: 3 clusters Score -3106615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3106617.250000 Penalty: 3339.671875
	Iteration 49Q: 3 clusters Score -3106617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3106618.000000 Penalty: 3339.671875
	Iteration 50Q: 3 clusters Score -3106618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3106621.000000 Penalty: 3339.671875
	Iteration 51Q: 3 clusters Score -3106621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3106622.750000 Penalty: 3339.671875
	Iteration 52Q: 3 clusters Score -3106623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3106620.500000 Penalty: 3339.671875
	Iteration 53Q: 3 clusters Score -3106620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3106621.000000 Penalty: 3339.671875
	Iteration 54Q: 3 clusters Score -3106621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3106622.250000 Penalty: 3339.671875
	Iteration 55Q: 3 clusters Score -3106622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3106622.250000 Penalty: 3339.671875
	Iteration 56F: 3 clusters Score -3106622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Entering Unmasked Estep 
Score: -3645835.000000 Penalty: 1695.944824
	Iteration 0F: 2 clusters Score -3645835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3622869.000000 Penalty: 3391.889648
	Iteration 0F: 3 clusters Score -3622869 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3631654.000000 Penalty: 3391.889648
	Iteration 1F: 3 clusters Score -3631654 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3632038.250000 Penalty: 3391.889648
	Iteration 2Q: 3 clusters Score -3632038 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3632490.750000 Penalty: 3391.889648
	Iteration 3Q: 3 clusters Score -3632491 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3633015.000000 Penalty: 3391.889648
	Iteration 4Q: 3 clusters Score -3633015 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3633772.750000 Penalty: 3391.889648
	Iteration 5Q: 3 clusters Score -3633773 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3634909.000000 Penalty: 3391.889648
	Iteration 6F: 3 clusters Score -3634909 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3636613.500000 Penalty: 3391.889648
	Iteration 7F: 3 clusters Score -3636614 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3638716.250000 Penalty: 3391.889648
	Iteration 8F: 3 clusters Score -3638716 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3640775.750000 Penalty: 3391.889648
	Iteration 9F: 3 clusters Score -3640776 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3642329.500000 Penalty: 3391.889648
	Iteration 10Q: 3 clusters Score -3642330 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3643347.500000 Penalty: 3391.889648
	Iteration 11Q: 3 clusters Score -3643348 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3643814.000000 Penalty: 3391.889648
	Iteration 12Q: 3 clusters Score -3643814 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3644055.250000 Penalty: 3391.889648
	Iteration 13Q: 3 clusters Score -3644055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3644188.500000 Penalty: 3391.889648
	Iteration 14Q: 3 clusters Score -3644188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3644264.000000 Penalty: 3391.889648
	Iteration 15Q: 3 clusters Score -3644264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3644314.250000 Penalty: 3391.889648
	Iteration 16Q: 3 clusters Score -3644314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3644328.250000 Penalty: 3391.889648
	Iteration 17Q: 3 clusters Score -3644328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3644336.750000 Penalty: 3391.889648
	Iteration 18Q: 3 clusters Score -3644337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3644344.500000 Penalty: 3391.889648
	Iteration 19Q: 3 clusters Score -3644344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3644354.750000 Penalty: 3391.889648
	Iteration 20F: 3 clusters Score -3644355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3644358.250000 Penalty: 3391.889648
	Iteration 21Q: 3 clusters Score -3644358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644363.500000 Penalty: 3391.889648
	Iteration 22Q: 3 clusters Score -3644364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644366.000000 Penalty: 3391.889648
	Iteration 23Q: 3 clusters Score -3644366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644365.000000 Penalty: 3391.889648
	Iteration 24Q: 3 clusters Score -3644365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3644370.250000 Penalty: 3391.889648
	Iteration 25Q: 3 clusters Score -3644370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3644372.000000 Penalty: 3391.889648
	Iteration 26Q: 3 clusters Score -3644372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3644376.000000 Penalty: 3391.889648
	Iteration 27Q: 3 clusters Score -3644376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3644375.750000 Penalty: 3391.889648
	Iteration 28Q: 3 clusters Score -3644376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644376.500000 Penalty: 3391.889648
	Iteration 29Q: 3 clusters Score -3644376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644379.750000 Penalty: 3391.889648
	Iteration 30Q: 3 clusters Score -3644380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3644381.000000 Penalty: 3391.889648
	Iteration 31Q: 3 clusters Score -3644381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3644382.750000 Penalty: 3391.889648
	Iteration 32Q: 3 clusters Score -3644383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3644382.750000 Penalty: 3391.889648
	Iteration 33F: 3 clusters Score -3644383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Entering Unmasked Estep 
Score: -3915679.500000 Penalty: 1714.360352
	Iteration 0F: 2 clusters Score -3915680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3890169.000000 Penalty: 3428.720703
	Iteration 0F: 3 clusters Score -3890169 nChanged 17534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3900013.500000 Penalty: 3428.720703
	Iteration 1F: 3 clusters Score -3900014 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3900492.500000 Penalty: 3428.720703
	Iteration 2Q: 3 clusters Score -3900492 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3900931.000000 Penalty: 3428.720703
	Iteration 3Q: 3 clusters Score -3900931 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3901425.250000 Penalty: 3428.720703
	Iteration 4Q: 3 clusters Score -3901425 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3901909.750000 Penalty: 3428.720703
	Iteration 5Q: 3 clusters Score -3901910 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3902525.750000 Penalty: 3428.720703
	Iteration 6Q: 3 clusters Score -3902526 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3903435.750000 Penalty: 3428.720703
	Iteration 7Q: 3 clusters Score -3903436 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3904539.500000 Penalty: 3428.720703
	Iteration 8Q: 3 clusters Score -3904540 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3905893.500000 Penalty: 3428.720703
	Iteration 9F: 3 clusters Score -3905894 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3907148.500000 Penalty: 3428.720703
	Iteration 10F: 3 clusters Score -3907148 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3908052.750000 Penalty: 3428.720703
	Iteration 11Q: 3 clusters Score -3908053 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3908515.000000 Penalty: 3428.720703
	Iteration 12Q: 3 clusters Score -3908515 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3908729.250000 Penalty: 3428.720703
	Iteration 13Q: 3 clusters Score -3908729 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3908829.250000 Penalty: 3428.720703
	Iteration 14Q: 3 clusters Score -3908829 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3908901.250000 Penalty: 3428.720703
	Iteration 15Q: 3 clusters Score -3908901 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3908979.250000 Penalty: 3428.720703
	Iteration 16Q: 3 clusters Score -3908979 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3909071.250000 Penalty: 3428.720703
	Iteration 17Q: 3 clusters Score -3909071 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3909181.000000 Penalty: 3428.720703
	Iteration 18Q: 3 clusters Score -3909181 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3909327.000000 Penalty: 3428.720703
	Iteration 19Q: 3 clusters Score -3909327 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3909471.000000 Penalty: 3428.720703
	Iteration 20F: 3 clusters Score -3909471 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3909641.250000 Penalty: 3428.720703
	Iteration 21Q: 3 clusters Score -3909641 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3909845.500000 Penalty: 3428.720703
	Iteration 22Q: 3 clusters Score -3909846 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3910047.000000 Penalty: 3428.720703
	Iteration 23Q: 3 clusters Score -3910047 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3910257.750000 Penalty: 3428.720703
	Iteration 24Q: 3 clusters Score -3910258 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3910490.750000 Penalty: 3428.720703
	Iteration 25Q: 3 clusters Score -3910491 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3910770.000000 Penalty: 3428.720703
	Iteration 26Q: 3 clusters Score -3910770 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3911074.250000 Penalty: 3428.720703
	Iteration 27Q: 3 clusters Score -3911074 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3911405.750000 Penalty: 3428.720703
	Iteration 28Q: 3 clusters Score -3911406 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3911761.750000 Penalty: 3428.720703
	Iteration 29Q: 3 clusters Score -3911762 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3912091.000000 Penalty: 3428.720703
	Iteration 30Q: 3 clusters Score -3912091 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3912414.250000 Penalty: 3428.720703
	Iteration 31Q: 3 clusters Score -3912414 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3912687.250000 Penalty: 3428.720703
	Iteration 32Q: 3 clusters Score -3912687 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3912927.000000 Penalty: 3428.720703
	Iteration 33Q: 3 clusters Score -3912927 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3913128.750000 Penalty: 3428.720703
	Iteration 34Q: 3 clusters Score -3913129 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3913305.750000 Penalty: 3428.720703
	Iteration 35Q: 3 clusters Score -3913306 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -3913455.750000 Penalty: 3428.720703
	Iteration 36Q: 3 clusters Score -3913456 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3913578.750000 Penalty: 3428.720703
	Iteration 37Q: 3 clusters Score -3913579 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -3913691.000000 Penalty: 3428.720703
	Iteration 38Q: 3 clusters Score -3913691 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3913767.500000 Penalty: 3428.720703
	Iteration 39Q: 3 clusters Score -3913768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -3913833.750000 Penalty: 3428.720703
	Iteration 40F: 3 clusters Score -3913834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -3913883.000000 Penalty: 3428.720703
	Iteration 41Q: 3 clusters Score -3913883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -3913915.500000 Penalty: 3428.720703
	Iteration 42Q: 3 clusters Score -3913916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -3913959.750000 Penalty: 3428.720703
	Iteration 43Q: 3 clusters Score -3913960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -3913987.250000 Penalty: 3428.720703
	Iteration 44Q: 3 clusters Score -3913987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3914026.250000 Penalty: 3428.720703
	Iteration 45Q: 3 clusters Score -3914026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3914051.500000 Penalty: 3428.720703
	Iteration 46Q: 3 clusters Score -3914052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3914085.500000 Penalty: 3428.720703
	Iteration 47Q: 3 clusters Score -3914086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -3914099.500000 Penalty: 3428.720703
	Iteration 48Q: 3 clusters Score -3914100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -3914129.000000 Penalty: 3428.720703
	Iteration 49Q: 3 clusters Score -3914129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -3914142.250000 Penalty: 3428.720703
	Iteration 50Q: 3 clusters Score -3914142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -3914146.250000 Penalty: 3428.720703
	Iteration 51Q: 3 clusters Score -3914146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -3914152.500000 Penalty: 3428.720703
	Iteration 52Q: 3 clusters Score -3914152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -3914159.750000 Penalty: 3428.720703
	Iteration 53Q: 3 clusters Score -3914160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3914161.250000 Penalty: 3428.720703
	Iteration 54Q: 3 clusters Score -3914161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3914158.750000 Penalty: 3428.720703
	Iteration 55Q: 3 clusters Score -3914159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -3914164.250000 Penalty: 3428.720703
	Iteration 56Q: 3 clusters Score -3914164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3914169.000000 Penalty: 3428.720703
	Iteration 57Q: 3 clusters Score -3914169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3914171.250000 Penalty: 3428.720703
	Iteration 58Q: 3 clusters Score -3914171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -3914170.500000 Penalty: 3428.720703
	Iteration 59Q: 3 clusters Score -3914170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3914168.500000 Penalty: 3428.720703
	Iteration 60F: 3 clusters Score -3914168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -3914172.250000 Penalty: 3428.720703
	Iteration 61Q: 3 clusters Score -3914172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -3914174.250000 Penalty: 3428.720703
	Iteration 62Q: 3 clusters Score -3914174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -3914173.500000 Penalty: 3428.720703
	Iteration 63Q: 3 clusters Score -3914174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -3914176.500000 Penalty: 3428.720703
	Iteration 64Q: 3 clusters Score -3914176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -3914174.750000 Penalty: 3428.720703
	Iteration 65Q: 3 clusters Score -3914175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3914179.750000 Penalty: 3428.720703
	Iteration 66Q: 3 clusters Score -3914180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -3914179.000000 Penalty: 3428.720703
	Iteration 67Q: 3 clusters Score -3914179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -3914176.750000 Penalty: 3428.720703
	Iteration 68Q: 3 clusters Score -3914177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -3914183.750000 Penalty: 3428.720703
	Iteration 69Q: 3 clusters Score -3914184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -3914181.750000 Penalty: 3428.720703
	Iteration 70Q: 3 clusters Score -3914182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3914187.750000 Penalty: 3428.720703
	Iteration 71Q: 3 clusters Score -3914188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -3914187.750000 Penalty: 3428.720703
	Iteration 72Q: 3 clusters Score -3914188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -3914189.250000 Penalty: 3428.720703
	Iteration 73Q: 3 clusters Score -3914189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -3914187.500000 Penalty: 3428.720703
	Iteration 74Q: 3 clusters Score -3914188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -3914192.250000 Penalty: 3428.720703
	Iteration 75Q: 3 clusters Score -3914192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -3914195.750000 Penalty: 3428.720703
	Iteration 76Q: 3 clusters Score -3914196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3914198.000000 Penalty: 3428.720703
	Iteration 77Q: 3 clusters Score -3914198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -3914201.750000 Penalty: 3428.720703
	Iteration 78Q: 3 clusters Score -3914202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -3914201.750000 Penalty: 3428.720703
	Iteration 79F: 3 clusters Score -3914202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -301258.906250 Penalty: 1296.252563
	Iteration 0F: 2 clusters Score -301258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -298562.187500 Penalty: 2592.505127
	Iteration 0F: 3 clusters Score -298562.2 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -299236.593750 Penalty: 2592.505127
	Iteration 1F: 3 clusters Score -299236.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -299397.687500 Penalty: 2592.505127
	Iteration 2F: 3 clusters Score -299397.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299500.625000 Penalty: 2592.505127
	Iteration 3F: 3 clusters Score -299500.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299569.343750 Penalty: 2592.505127
	Iteration 4Q: 3 clusters Score -299569.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -299626.687500 Penalty: 2592.505127
	Iteration 5Q: 3 clusters Score -299626.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299693.187500 Penalty: 2592.505127
	Iteration 6Q: 3 clusters Score -299693.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -299756.281250 Penalty: 2592.505127
	Iteration 7Q: 3 clusters Score -299756.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299826.062500 Penalty: 2592.505127
	Iteration 8Q: 3 clusters Score -299826.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299912.875000 Penalty: 2592.505127
	Iteration 9Q: 3 clusters Score -299912.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -300034.750000 Penalty: 2592.505127
	Iteration 10Q: 3 clusters Score -300034.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -300181.281250 Penalty: 2592.505127
	Iteration 11Q: 3 clusters Score -300181.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -300303.781250 Penalty: 2592.505127
	Iteration 12Q: 3 clusters Score -300303.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -300414.593750 Penalty: 2592.505127
	Iteration 13Q: 3 clusters Score -300414.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -300515.625000 Penalty: 2592.505127
	Iteration 14Q: 3 clusters Score -300515.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -300641.125000 Penalty: 2592.505127
	Iteration 15Q: 3 clusters Score -300641.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -300739.312500 Penalty: 2592.505127
	Iteration 16Q: 3 clusters Score -300739.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -300798.375000 Penalty: 2592.505127
	Iteration 17Q: 3 clusters Score -300798.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -300840.750000 Penalty: 2592.505127
	Iteration 18Q: 3 clusters Score -300840.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -300873.750000 Penalty: 2592.505127
	Iteration 19Q: 3 clusters Score -300873.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -300898.031250 Penalty: 2592.505127
	Iteration 20F: 3 clusters Score -300898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -300915.781250 Penalty: 2592.505127
	Iteration 21Q: 3 clusters Score -300915.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -300931.500000 Penalty: 2592.505127
	Iteration 22Q: 3 clusters Score -300931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -300936.812500 Penalty: 2592.505127
	Iteration 23Q: 3 clusters Score -300936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300941.718750 Penalty: 2592.505127
	Iteration 24Q: 3 clusters Score -300941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -300944.375000 Penalty: 2592.505127
	Iteration 25Q: 3 clusters Score -300944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -300945.906250 Penalty: 2592.505127
	Iteration 26Q: 3 clusters Score -300945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -300946.562500 Penalty: 2592.505127
	Iteration 27Q: 3 clusters Score -300946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -300947.906250 Penalty: 2592.505127
	Iteration 28Q: 3 clusters Score -300947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -300948.812500 Penalty: 2592.505127
	Iteration 29Q: 3 clusters Score -300948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -300948.812500 Penalty: 2592.505127
	Iteration 30F: 3 clusters Score -300948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -5301097.500000 Penalty: 1756.354126
	Iteration 0F: 2 clusters Score -5301098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5268074.500000 Penalty: 3512.708252
	Iteration 0F: 3 clusters Score -5268074 nChanged 23293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5281747.000000 Penalty: 3512.708252
	Iteration 1F: 3 clusters Score -5281747 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5283044.000000 Penalty: 3512.708252
	Iteration 2F: 3 clusters Score -5283044 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5284769.500000 Penalty: 3512.708252
	Iteration 3F: 3 clusters Score -5284770 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -5287190.000000 Penalty: 3512.708252
	Iteration 4F: 3 clusters Score -5287190 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5290151.500000 Penalty: 3512.708252
	Iteration 5F: 3 clusters Score -5290152 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5292940.000000 Penalty: 3512.708252
	Iteration 6F: 3 clusters Score -5292940 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5295176.500000 Penalty: 3512.708252
	Iteration 7F: 3 clusters Score -5295176 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5296728.000000 Penalty: 3512.708252
	Iteration 8Q: 3 clusters Score -5296728 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5297793.500000 Penalty: 3512.708252
	Iteration 9Q: 3 clusters Score -5297794 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5298653.500000 Penalty: 3512.708252
	Iteration 10Q: 3 clusters Score -5298654 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5299216.500000 Penalty: 3512.708252
	Iteration 11Q: 3 clusters Score -5299216 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5299526.500000 Penalty: 3512.708252
	Iteration 12Q: 3 clusters Score -5299526 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5299725.000000 Penalty: 3512.708252
	Iteration 13Q: 3 clusters Score -5299725 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5299886.500000 Penalty: 3512.708252
	Iteration 14Q: 3 clusters Score -5299886 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5300013.500000 Penalty: 3512.708252
	Iteration 15Q: 3 clusters Score -5300014 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5300110.000000 Penalty: 3512.708252
	Iteration 16Q: 3 clusters Score -5300110 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5300180.500000 Penalty: 3512.708252
	Iteration 17Q: 3 clusters Score -5300180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5300252.500000 Penalty: 3512.708252
	Iteration 18Q: 3 clusters Score -5300252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5300323.000000 Penalty: 3512.708252
	Iteration 19Q: 3 clusters Score -5300323 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5300372.000000 Penalty: 3512.708252
	Iteration 20F: 3 clusters Score -5300372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5300405.500000 Penalty: 3512.708252
	Iteration 21Q: 3 clusters Score -5300406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5300426.000000 Penalty: 3512.708252
	Iteration 22Q: 3 clusters Score -5300426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5300455.500000 Penalty: 3512.708252
	Iteration 23Q: 3 clusters Score -5300456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5300461.000000 Penalty: 3512.708252
	Iteration 24Q: 3 clusters Score -5300461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5300475.000000 Penalty: 3512.708252
	Iteration 25Q: 3 clusters Score -5300475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5300498.500000 Penalty: 3512.708252
	Iteration 26Q: 3 clusters Score -5300498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5300503.000000 Penalty: 3512.708252
	Iteration 27Q: 3 clusters Score -5300503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5300515.000000 Penalty: 3512.708252
	Iteration 28Q: 3 clusters Score -5300515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5300536.500000 Penalty: 3512.708252
	Iteration 29Q: 3 clusters Score -5300536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5300557.500000 Penalty: 3512.708252
	Iteration 30Q: 3 clusters Score -5300558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5300558.500000 Penalty: 3512.708252
	Iteration 31Q: 3 clusters Score -5300558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5300572.000000 Penalty: 3512.708252
	Iteration 32Q: 3 clusters Score -5300572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5300578.000000 Penalty: 3512.708252
	Iteration 33Q: 3 clusters Score -5300578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5300580.000000 Penalty: 3512.708252
	Iteration 34Q: 3 clusters Score -5300580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 35Q: 3 clusters Score -5300583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5300579.000000 Penalty: 3512.708252
	Iteration 36Q: 3 clusters Score -5300579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5300582.500000 Penalty: 3512.708252
	Iteration 37Q: 3 clusters Score -5300582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 38Q: 3 clusters Score -5300583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5300582.500000 Penalty: 3512.708252
	Iteration 39Q: 3 clusters Score -5300582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5300585.000000 Penalty: 3512.708252
	Iteration 40F: 3 clusters Score -5300585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5300585.500000 Penalty: 3512.708252
	Iteration 41Q: 3 clusters Score -5300586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 42Q: 3 clusters Score -5300583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5300586.500000 Penalty: 3512.708252
	Iteration 43Q: 3 clusters Score -5300586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5300590.500000 Penalty: 3512.708252
	Iteration 44Q: 3 clusters Score -5300590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5300583.000000 Penalty: 3512.708252
	Iteration 45Q: 3 clusters Score -5300583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5300585.000000 Penalty: 3512.708252
	Iteration 46Q: 3 clusters Score -5300585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5300584.500000 Penalty: 3512.708252
	Iteration 47Q: 3 clusters Score -5300584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5300583.500000 Penalty: 3512.708252
	Iteration 48Q: 3 clusters Score -5300584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5300584.500000 Penalty: 3512.708252
	Iteration 49Q: 3 clusters Score -5300584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5300584.500000 Penalty: 3512.708252
	Iteration 50F: 3 clusters Score -5300584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Entering Unmasked Estep 
Score: -4957680.000000 Penalty: 1746.214966
	Iteration 0F: 2 clusters Score -4957680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4926527.500000 Penalty: 3492.429932
	Iteration 0F: 3 clusters Score -4926528 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4938629.500000 Penalty: 3492.429932
	Iteration 1F: 3 clusters Score -4938630 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4938982.000000 Penalty: 3492.429932
	Iteration 2Q: 3 clusters Score -4938982 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4939327.500000 Penalty: 3492.429932
	Iteration 3Q: 3 clusters Score -4939328 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4939627.000000 Penalty: 3492.429932
	Iteration 4Q: 3 clusters Score -4939627 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4939900.000000 Penalty: 3492.429932
	Iteration 5Q: 3 clusters Score -4939900 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -4940219.500000 Penalty: 3492.429932
	Iteration 6Q: 3 clusters Score -4940220 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4940763.000000 Penalty: 3492.429932
	Iteration 7Q: 3 clusters Score -4940763 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4941511.500000 Penalty: 3492.429932
	Iteration 8Q: 3 clusters Score -4941512 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4942900.500000 Penalty: 3492.429932
	Iteration 9F: 3 clusters Score -4942900 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4945172.500000 Penalty: 3492.429932
	Iteration 10F: 3 clusters Score -4945172 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4948439.500000 Penalty: 3492.429932
	Iteration 11F: 3 clusters Score -4948440 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -4951763.500000 Penalty: 3492.429932
	Iteration 12F: 3 clusters Score -4951764 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4954179.000000 Penalty: 3492.429932
	Iteration 13F: 3 clusters Score -4954179 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -4955360.500000 Penalty: 3492.429932
	Iteration 14Q: 3 clusters Score -4955360 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -4955825.500000 Penalty: 3492.429932
	Iteration 15Q: 3 clusters Score -4955826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4955981.000000 Penalty: 3492.429932
	Iteration 16Q: 3 clusters Score -4955981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4956045.500000 Penalty: 3492.429932
	Iteration 17Q: 3 clusters Score -4956046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -4956075.500000 Penalty: 3492.429932
	Iteration 18Q: 3 clusters Score -4956076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -4956094.000000 Penalty: 3492.429932
	Iteration 19Q: 3 clusters Score -4956094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -4956104.000000 Penalty: 3492.429932
	Iteration 20F: 3 clusters Score -4956104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -4956109.500000 Penalty: 3492.429932
	Iteration 21Q: 3 clusters Score -4956110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -4956120.500000 Penalty: 3492.429932
	Iteration 22Q: 3 clusters Score -4956120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -4956120.500000 Penalty: 3492.429932
	Iteration 23Q: 3 clusters Score -4956120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -4956124.000000 Penalty: 3492.429932
	Iteration 24Q: 3 clusters Score -4956124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -4956122.500000 Penalty: 3492.429932
	Iteration 25Q: 3 clusters Score -4956122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -4956126.000000 Penalty: 3492.429932
	Iteration 26Q: 3 clusters Score -4956126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -4956132.500000 Penalty: 3492.429932
	Iteration 27Q: 3 clusters Score -4956132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -4956134.500000 Penalty: 3492.429932
	Iteration 28Q: 3 clusters Score -4956134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -4956138.000000 Penalty: 3492.429932
	Iteration 29Q: 3 clusters Score -4956138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -4956139.500000 Penalty: 3492.429932
	Iteration 30Q: 3 clusters Score -4956140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -4956141.000000 Penalty: 3492.429932
	Iteration 31Q: 3 clusters Score -4956141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -4956141.000000 Penalty: 3492.429932
	Iteration 32F: 3 clusters Score -4956141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Entering Unmasked Estep 
Score: -2449154.750000 Penalty: 1631.234863
	Iteration 0F: 2 clusters Score -2449155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2433741.750000 Penalty: 3262.469727
	Iteration 0F: 3 clusters Score -2433742 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2439357.250000 Penalty: 3262.469727
	Iteration 1F: 3 clusters Score -2439357 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2439637.000000 Penalty: 3262.469727
	Iteration 2Q: 3 clusters Score -2439637 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2439879.750000 Penalty: 3262.469727
	Iteration 3Q: 3 clusters Score -2439880 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2440062.500000 Penalty: 3262.469727
	Iteration 4Q: 3 clusters Score -2440062 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2440216.000000 Penalty: 3262.469727
	Iteration 5Q: 3 clusters Score -2440216 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2440354.750000 Penalty: 3262.469727
	Iteration 6Q: 3 clusters Score -2440355 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2440504.250000 Penalty: 3262.469727
	Iteration 7Q: 3 clusters Score -2440504 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2440699.250000 Penalty: 3262.469727
	Iteration 8Q: 3 clusters Score -2440699 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2440944.250000 Penalty: 3262.469727
	Iteration 9Q: 3 clusters Score -2440944 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2441315.750000 Penalty: 3262.469727
	Iteration 10Q: 3 clusters Score -2441316 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2441862.000000 Penalty: 3262.469727
	Iteration 11Q: 3 clusters Score -2441862 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2442652.000000 Penalty: 3262.469727
	Iteration 12Q: 3 clusters Score -2442652 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2443603.250000 Penalty: 3262.469727
	Iteration 13F: 3 clusters Score -2443603 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2444418.750000 Penalty: 3262.469727
	Iteration 14F: 3 clusters Score -2444419 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2444842.500000 Penalty: 3262.469727
	Iteration 15Q: 3 clusters Score -2444842 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2445038.500000 Penalty: 3262.469727
	Iteration 16Q: 3 clusters Score -2445038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2445146.500000 Penalty: 3262.469727
	Iteration 17Q: 3 clusters Score -2445146 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2445245.000000 Penalty: 3262.469727
	Iteration 18Q: 3 clusters Score -2445245 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2445278.250000 Penalty: 3262.469727
	Iteration 19Q: 3 clusters Score -2445278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2445323.750000 Penalty: 3262.469727
	Iteration 20F: 3 clusters Score -2445324 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2445380.250000 Penalty: 3262.469727
	Iteration 21Q: 3 clusters Score -2445380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2445407.250000 Penalty: 3262.469727
	Iteration 22Q: 3 clusters Score -2445407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2445427.750000 Penalty: 3262.469727
	Iteration 23Q: 3 clusters Score -2445428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2445466.500000 Penalty: 3262.469727
	Iteration 24Q: 3 clusters Score -2445466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2445489.250000 Penalty: 3262.469727
	Iteration 25Q: 3 clusters Score -2445489 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2445506.250000 Penalty: 3262.469727
	Iteration 26Q: 3 clusters Score -2445506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2445525.000000 Penalty: 3262.469727
	Iteration 27Q: 3 clusters Score -2445525 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2445554.000000 Penalty: 3262.469727
	Iteration 28Q: 3 clusters Score -2445554 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2445586.250000 Penalty: 3262.469727
	Iteration 29Q: 3 clusters Score -2445586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2445628.250000 Penalty: 3262.469727
	Iteration 30Q: 3 clusters Score -2445628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2445656.750000 Penalty: 3262.469727
	Iteration 31Q: 3 clusters Score -2445657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2445678 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2445697 nChanged 96
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Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2445698 nChanged 82
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2445698 nChanged 69
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Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2445705 nChanged 59
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Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2445707 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2445721 nChanged 85
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2445738 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2445755 nChanged 89
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Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2445770 nChanged 114
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Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2445794 nChanged 103
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Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2445814 nChanged 118
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Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2445861 nChanged 106
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2445889 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2445935 nChanged 122
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Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2445950 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2446005 nChanged 145
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Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2446043 nChanged 147
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Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2446081 nChanged 130
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 16406 members 
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	Iteration 56Q: 3 clusters Score -2446103 nChanged 129
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Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2446161 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2446200 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2446246 nChanged 179
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Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2446299 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 17346 members 
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	Iteration 62Q: 3 clusters Score -2446366 nChanged 207
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2446428 nChanged 221
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 17760 members 
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Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 17977 members 
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 18181 members 
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Mstep: Class 2 contains 18395 members 
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Mstep: Class 1 contains 4279 members 
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Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2446817 nChanged 186
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Mstep: Class 1 contains 3901 members 
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 19138 members 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 19460 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19616 members 
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19763 members 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2447136 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 20044 members 
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	Iteration 77Q: 3 clusters Score -2447172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
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	Iteration 78Q: 3 clusters Score -2447210 nChanged 132
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Mstep: Class 1 contains 2587 members 
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	Iteration 79Q: 3 clusters Score -2447247 nChanged 106
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Mstep: Class 1 contains 2481 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2447272 nChanged 102
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Mstep: Class 1 contains 2379 members 
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	Iteration 81Q: 3 clusters Score -2447309 nChanged 110
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Mstep: Class 1 contains 2269 members 
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	Iteration 82Q: 3 clusters Score -2447350 nChanged 104
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	Iteration 83Q: 3 clusters Score -2447384 nChanged 104
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Mstep: Class 1 contains 2063 members 
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	Iteration 84Q: 3 clusters Score -2447410 nChanged 98
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Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20923 members 
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	Iteration 85Q: 3 clusters Score -2447442 nChanged 92
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Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2447461 nChanged 82
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Mstep: Class 1 contains 1791 members 
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	Iteration 87Q: 3 clusters Score -2447490 nChanged 79
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Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2447516 nChanged 69
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Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2447542 nChanged 64
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21307 members 
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	Iteration 90Q: 3 clusters Score -2447562 nChanged 69
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21374 members 
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	Iteration 91Q: 3 clusters Score -2447569 nChanged 59
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Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2447600 nChanged 58
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Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2447630 nChanged 51
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Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21538 members 
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	Iteration 94Q: 3 clusters Score -2447646 nChanged 46
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Mstep: Class 1 contains 1304 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2447661 nChanged 46
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21628 members 
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	Iteration 96Q: 3 clusters Score -2447680 nChanged 43
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Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2447687 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2447696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2447703 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2447708 nChanged 17
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Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2447715.250000 Penalty: 3262.469727
	Iteration 101Q: 3 clusters Score -2447715 nChanged 16
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Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2447724 nChanged 11
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2447723 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2447728.250000 Penalty: 3262.469727
	Iteration 104Q: 3 clusters Score -2447728 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2447727.000000 Penalty: 3262.469727
	Iteration 105Q: 3 clusters Score -2447727 nChanged 13
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Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21814 members 
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	Iteration 106Q: 3 clusters Score -2447728 nChanged 8
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Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2447732.750000 Penalty: 3262.469727
	Iteration 107Q: 3 clusters Score -2447733 nChanged 9
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Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21831 members 
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	Iteration 108Q: 3 clusters Score -2447732 nChanged 11
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Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2447736 nChanged 13
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Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2447742 nChanged 11
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Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21866 members 
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	Iteration 111Q: 3 clusters Score -2447745 nChanged 11
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Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2447750 nChanged 15
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2447755 nChanged 16
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2447759 nChanged 14
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Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21920 members 
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	Iteration 115Q: 3 clusters Score -2447759 nChanged 11
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Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2447762 nChanged 18
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Mstep: Class 1 contains 939 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2447766 nChanged 11
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Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2447768 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2447768 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2447773.000000 Penalty: 3262.469727
	Iteration 120F: 3 clusters Score -2447773 nChanged 6
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Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2447773 nChanged 4
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Mstep: Class 1 contains 905 members 
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Entering Unmasked Estep 
Score: -2447776.750000 Penalty: 3262.469727
	Iteration 122Q: 3 clusters Score -2447777 nChanged 4
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Mstep: Class 1 contains 901 members 
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Entering Unmasked Estep 
Score: -2447772.000000 Penalty: 3262.469727
	Iteration 123Q: 3 clusters Score -2447772 nChanged 2
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Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2447778.750000 Penalty: 3262.469727
	Iteration 124Q: 3 clusters Score -2447779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2447776.250000 Penalty: 3262.469727
	Iteration 125Q: 3 clusters Score -2447776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2447777.750000 Penalty: 3262.469727
	Iteration 126Q: 3 clusters Score -2447778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2447775.750000 Penalty: 3262.469727
	Iteration 127Q: 3 clusters Score -2447776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2447775.750000 Penalty: 3262.469727
	Iteration 128F: 3 clusters Score -2447776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Entering Unmasked Estep 
Score: -4957395.000000 Penalty: 1746.948120
	Iteration 0F: 2 clusters Score -4957395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4926103.000000 Penalty: 3493.896240
	Iteration 0F: 3 clusters Score -4926103 nChanged 21841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4938440.000000 Penalty: 3493.896240
	Iteration 1F: 3 clusters Score -4938440 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4939009.000000 Penalty: 3493.896240
	Iteration 2Q: 3 clusters Score -4939009 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4939684.500000 Penalty: 3493.896240
	Iteration 3Q: 3 clusters Score -4939684 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4940514.500000 Penalty: 3493.896240
	Iteration 4Q: 3 clusters Score -4940514 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4941730.000000 Penalty: 3493.896240
	Iteration 5Q: 3 clusters Score -4941730 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4943440.000000 Penalty: 3493.896240
	Iteration 6F: 3 clusters Score -4943440 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4945794.500000 Penalty: 3493.896240
	Iteration 7F: 3 clusters Score -4945794 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4948269.500000 Penalty: 3493.896240
	Iteration 8F: 3 clusters Score -4948270 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4949988.500000 Penalty: 3493.896240
	Iteration 9F: 3 clusters Score -4949988 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4950824.500000 Penalty: 3493.896240
	Iteration 10Q: 3 clusters Score -4950824 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4951195.000000 Penalty: 3493.896240
	Iteration 11Q: 3 clusters Score -4951195 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4951423.000000 Penalty: 3493.896240
	Iteration 12Q: 3 clusters Score -4951423 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4951595.500000 Penalty: 3493.896240
	Iteration 13Q: 3 clusters Score -4951596 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4951781.000000 Penalty: 3493.896240
	Iteration 14Q: 3 clusters Score -4951781 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4951961.000000 Penalty: 3493.896240
	Iteration 15Q: 3 clusters Score -4951961 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4952084.500000 Penalty: 3493.896240
	Iteration 16Q: 3 clusters Score -4952084 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4952251.000000 Penalty: 3493.896240
	Iteration 17Q: 3 clusters Score -4952251 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4952391.000000 Penalty: 3493.896240
	Iteration 18Q: 3 clusters Score -4952391 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4952508.000000 Penalty: 3493.896240
	Iteration 19Q: 3 clusters Score -4952508 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4952633.000000 Penalty: 3493.896240
	Iteration 20F: 3 clusters Score -4952633 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4952763.500000 Penalty: 3493.896240
	Iteration 21Q: 3 clusters Score -4952764 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4952884.500000 Penalty: 3493.896240
	Iteration 22Q: 3 clusters Score -4952884 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4952995.000000 Penalty: 3493.896240
	Iteration 23Q: 3 clusters Score -4952995 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4953152.000000 Penalty: 3493.896240
	Iteration 24Q: 3 clusters Score -4953152 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4953301.500000 Penalty: 3493.896240
	Iteration 25Q: 3 clusters Score -4953302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4953473.500000 Penalty: 3493.896240
	Iteration 26Q: 3 clusters Score -4953474 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4953614.000000 Penalty: 3493.896240
	Iteration 27Q: 3 clusters Score -4953614 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4953762.000000 Penalty: 3493.896240
	Iteration 28Q: 3 clusters Score -4953762 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4953890.500000 Penalty: 3493.896240
	Iteration 29Q: 3 clusters Score -4953890 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4954034.500000 Penalty: 3493.896240
	Iteration 30Q: 3 clusters Score -4954034 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4954200.000000 Penalty: 3493.896240
	Iteration 31Q: 3 clusters Score -4954200 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4954345.000000 Penalty: 3493.896240
	Iteration 32Q: 3 clusters Score -4954345 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4954487.500000 Penalty: 3493.896240
	Iteration 33Q: 3 clusters Score -4954488 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4954665.000000 Penalty: 3493.896240
	Iteration 34Q: 3 clusters Score -4954665 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4954802.500000 Penalty: 3493.896240
	Iteration 35Q: 3 clusters Score -4954802 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4954931.500000 Penalty: 3493.896240
	Iteration 36Q: 3 clusters Score -4954932 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4955092.500000 Penalty: 3493.896240
	Iteration 37Q: 3 clusters Score -4955092 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4955203.500000 Penalty: 3493.896240
	Iteration 38Q: 3 clusters Score -4955204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4955332.000000 Penalty: 3493.896240
	Iteration 39Q: 3 clusters Score -4955332 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4955448.000000 Penalty: 3493.896240
	Iteration 40F: 3 clusters Score -4955448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4955521.500000 Penalty: 3493.896240
	Iteration 41Q: 3 clusters Score -4955522 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4955580.500000 Penalty: 3493.896240
	Iteration 42Q: 3 clusters Score -4955580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4955624.500000 Penalty: 3493.896240
	Iteration 43Q: 3 clusters Score -4955624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4955656.500000 Penalty: 3493.896240
	Iteration 44Q: 3 clusters Score -4955656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4955683.500000 Penalty: 3493.896240
	Iteration 45Q: 3 clusters Score -4955684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4955715.500000 Penalty: 3493.896240
	Iteration 46Q: 3 clusters Score -4955716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4955724.500000 Penalty: 3493.896240
	Iteration 47Q: 3 clusters Score -4955724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4955736.000000 Penalty: 3493.896240
	Iteration 48Q: 3 clusters Score -4955736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4955756.000000 Penalty: 3493.896240
	Iteration 49Q: 3 clusters Score -4955756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4955772.000000 Penalty: 3493.896240
	Iteration 50Q: 3 clusters Score -4955772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4955785.500000 Penalty: 3493.896240
	Iteration 51Q: 3 clusters Score -4955786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4955799.500000 Penalty: 3493.896240
	Iteration 52Q: 3 clusters Score -4955800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4955809.000000 Penalty: 3493.896240
	Iteration 53Q: 3 clusters Score -4955809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4955818.500000 Penalty: 3493.896240
	Iteration 54Q: 3 clusters Score -4955818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4955824.500000 Penalty: 3493.896240
	Iteration 55Q: 3 clusters Score -4955824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4955839.500000 Penalty: 3493.896240
	Iteration 56Q: 3 clusters Score -4955840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4955846.000000 Penalty: 3493.896240
	Iteration 57Q: 3 clusters Score -4955846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4955853.000000 Penalty: 3493.896240
	Iteration 58Q: 3 clusters Score -4955853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4955846.000000 Penalty: 3493.896240
	Iteration 59Q: 3 clusters Score -4955846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4955852.000000 Penalty: 3493.896240
	Iteration 60F: 3 clusters Score -4955852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4955850.000000 Penalty: 3493.896240
	Iteration 61Q: 3 clusters Score -4955850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4955856.500000 Penalty: 3493.896240
	Iteration 62Q: 3 clusters Score -4955856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4955861.000000 Penalty: 3493.896240
	Iteration 63Q: 3 clusters Score -4955861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4955870.000000 Penalty: 3493.896240
	Iteration 64Q: 3 clusters Score -4955870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4955864.000000 Penalty: 3493.896240
	Iteration 65Q: 3 clusters Score -4955864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4955865.000000 Penalty: 3493.896240
	Iteration 66Q: 3 clusters Score -4955865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4955868.500000 Penalty: 3493.896240
	Iteration 67Q: 3 clusters Score -4955868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4955869.500000 Penalty: 3493.896240
	Iteration 68Q: 3 clusters Score -4955870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4955872.500000 Penalty: 3493.896240
	Iteration 69Q: 3 clusters Score -4955872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4955875.500000 Penalty: 3493.896240
	Iteration 70Q: 3 clusters Score -4955876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4955876.500000 Penalty: 3493.896240
	Iteration 71Q: 3 clusters Score -4955876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4955876.500000 Penalty: 3493.896240
	Iteration 72F: 3 clusters Score -4955876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Entering Unmasked Estep 
Score: -6636495.000000 Penalty: 1793.321533
	Iteration 0F: 2 clusters Score -6636495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6594913.500000 Penalty: 3586.643066
	Iteration 0F: 3 clusters Score -6594914 nChanged 29412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -6611764.500000 Penalty: 3586.643066
	Iteration 1F: 3 clusters Score -6611764 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6612508.000000 Penalty: 3586.643066
	Iteration 2Q: 3 clusters Score -6612508 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -6613543.000000 Penalty: 3586.643066
	Iteration 3Q: 3 clusters Score -6613543 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -6615328.000000 Penalty: 3586.643066
	Iteration 4F: 3 clusters Score -6615328 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -6618003.000000 Penalty: 3586.643066
	Iteration 5F: 3 clusters Score -6618003 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6621953.000000 Penalty: 3586.643066
	Iteration 6F: 3 clusters Score -6621953 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6626773.500000 Penalty: 3586.643066
	Iteration 7F: 3 clusters Score -6626774 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -6630747.500000 Penalty: 3586.643066
	Iteration 8F: 3 clusters Score -6630748 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -6633131.000000 Penalty: 3586.643066
	Iteration 9Q: 3 clusters Score -6633131 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -6634471.500000 Penalty: 3586.643066
	Iteration 10Q: 3 clusters Score -6634472 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -6635149.500000 Penalty: 3586.643066
	Iteration 11Q: 3 clusters Score -6635150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -6635430.500000 Penalty: 3586.643066
	Iteration 12Q: 3 clusters Score -6635430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -6635562.000000 Penalty: 3586.643066
	Iteration 13Q: 3 clusters Score -6635562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -6635628.500000 Penalty: 3586.643066
	Iteration 14Q: 3 clusters Score -6635628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -6635647.500000 Penalty: 3586.643066
	Iteration 15Q: 3 clusters Score -6635648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -6635660.500000 Penalty: 3586.643066
	Iteration 16Q: 3 clusters Score -6635660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -6635683.500000 Penalty: 3586.643066
	Iteration 17Q: 3 clusters Score -6635684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -6635693.000000 Penalty: 3586.643066
	Iteration 18Q: 3 clusters Score -6635693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -6635716.500000 Penalty: 3586.643066
	Iteration 19Q: 3 clusters Score -6635716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -6635730.000000 Penalty: 3586.643066
	Iteration 20F: 3 clusters Score -6635730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -6635726.500000 Penalty: 3586.643066
	Iteration 21Q: 3 clusters Score -6635726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -6635737.000000 Penalty: 3586.643066
	Iteration 22Q: 3 clusters Score -6635737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6635729.000000 Penalty: 3586.643066
	Iteration 23Q: 3 clusters Score -6635729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6635728.500000 Penalty: 3586.643066
	Iteration 24Q: 3 clusters Score -6635728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -6635734.000000 Penalty: 3586.643066
	Iteration 25Q: 3 clusters Score -6635734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -6635738.500000 Penalty: 3586.643066
	Iteration 26Q: 3 clusters Score -6635738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -6635739.500000 Penalty: 3586.643066
	Iteration 27Q: 3 clusters Score -6635740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -6635739.500000 Penalty: 3586.643066
	Iteration 28F: 3 clusters Score -6635740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -287838.468750 Penalty: 1287.779419
	Iteration 0F: 2 clusters Score -287838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -285304.312500 Penalty: 2575.558838
	Iteration 0F: 3 clusters Score -285304.3 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -285844.750000 Penalty: 2575.558838
	Iteration 1F: 3 clusters Score -285844.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -285946.875000 Penalty: 2575.558838
	Iteration 2F: 3 clusters Score -285946.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286006.000000 Penalty: 2575.558838
	Iteration 3Q: 3 clusters Score -286006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -286043.281250 Penalty: 2575.558838
	Iteration 4Q: 3 clusters Score -286043.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286074.937500 Penalty: 2575.558838
	Iteration 5Q: 3 clusters Score -286074.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286096.937500 Penalty: 2575.558838
	Iteration 6Q: 3 clusters Score -286096.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286110.875000 Penalty: 2575.558838
	Iteration 7Q: 3 clusters Score -286110.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286124.750000 Penalty: 2575.558838
	Iteration 8Q: 3 clusters Score -286124.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -286137.687500 Penalty: 2575.558838
	Iteration 9Q: 3 clusters Score -286137.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286146.125000 Penalty: 2575.558838
	Iteration 10Q: 3 clusters Score -286146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286155.000000 Penalty: 2575.558838
	Iteration 11Q: 3 clusters Score -286155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -286161.906250 Penalty: 2575.558838
	Iteration 12Q: 3 clusters Score -286161.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -286166.562500 Penalty: 2575.558838
	Iteration 13Q: 3 clusters Score -286166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286173.000000 Penalty: 2575.558838
	Iteration 14Q: 3 clusters Score -286173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286179.156250 Penalty: 2575.558838
	Iteration 15Q: 3 clusters Score -286179.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286184.156250 Penalty: 2575.558838
	Iteration 16Q: 3 clusters Score -286184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286189.062500 Penalty: 2575.558838
	Iteration 17Q: 3 clusters Score -286189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286192.562500 Penalty: 2575.558838
	Iteration 18Q: 3 clusters Score -286192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -286194.281250 Penalty: 2575.558838
	Iteration 19Q: 3 clusters Score -286194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -286196.687500 Penalty: 2575.558838
	Iteration 20F: 3 clusters Score -286196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286197.750000 Penalty: 2575.558838
	Iteration 21Q: 3 clusters Score -286197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286197.718750 Penalty: 2575.558838
	Iteration 22Q: 3 clusters Score -286197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286198.687500 Penalty: 2575.558838
	Iteration 23Q: 3 clusters Score -286198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -286199.343750 Penalty: 2575.558838
	Iteration 24Q: 3 clusters Score -286199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286199.625000 Penalty: 2575.558838
	Iteration 25Q: 3 clusters Score -286199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286199.593750 Penalty: 2575.558838
	Iteration 26Q: 3 clusters Score -286199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -286199.750000 Penalty: 2575.558838
	Iteration 27Q: 3 clusters Score -286199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286200.437500 Penalty: 2575.558838
	Iteration 28Q: 3 clusters Score -286200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286200.937500 Penalty: 2575.558838
	Iteration 29Q: 3 clusters Score -286200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286201.406250 Penalty: 2575.558838
	Iteration 30Q: 3 clusters Score -286201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -286202.312500 Penalty: 2575.558838
	Iteration 31Q: 3 clusters Score -286202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286202.812500 Penalty: 2575.558838
	Iteration 32Q: 3 clusters Score -286202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286203.250000 Penalty: 2575.558838
	Iteration 33Q: 3 clusters Score -286203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286203.531250 Penalty: 2575.558838
	Iteration 34Q: 3 clusters Score -286203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286203.531250 Penalty: 2575.558838
	Iteration 35Q: 3 clusters Score -286203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286203.718750 Penalty: 2575.558838
	Iteration 36Q: 3 clusters Score -286203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286203.718750 Penalty: 2575.558838
	Iteration 37F: 3 clusters Score -286203.7 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210771648.000000 Penalty: 44851.500000
21->20 Clusters: Score -210771648.000000, best is -210772544.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 32287 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 32125 members 
Mstep: Class 5 contains 32174 members 
Mstep: Class 6 contains 32191 members 
Mstep: Class 7 contains 32238 members 
Mstep: Class 8 contains 32409 members 
Mstep: Class 9 contains 32509 members 
Mstep: Class 10 contains 32099 members 
Mstep: Class 11 contains 32432 members 
Mstep: Class 12 contains 32482 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 32419 members 
Mstep: Class 15 contains 32443 members 
Mstep: Class 16 contains 32006 members 
Mstep: Class 17 contains 32675 members 
Mstep: Class 18 contains 32409 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 32315 members 
Mstep: Class 21 contains 32357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 350.883484 but Gain 2182.078125
Score: -67391008.000000 Penalty: 43641.613281
Iteration 0F: 21 clusters Score -6.739101e+07 nChanged 644920
Entering Unmasked Mstep 
Mstep: Class 0 contains 534 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 42121 members 
Mstep: Class 3 contains 12130 members 
Mstep: Class 4 contains 12986 members 
Mstep: Class 5 contains 58944 members 
Mstep: Class 6 contains 19259 members 
Mstep: Class 7 contains 37627 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 6187 members 
Mstep: Class 10 contains 52902 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 42583 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 34986 members 
Mstep: Class 15 contains 38882 members 
Mstep: Class 17 contains 119459 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 33852 members 
Mstep: Class 20 contains 37384 members 
Mstep: Class 21 contains 49122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69045016.000000 Penalty: 43641.613281
Iteration 1F: 21 clusters Score -6.904502e+07 nChanged 234113
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 40740 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 8568 members 
Mstep: Class 5 contains 75658 members 
Mstep: Class 6 contains 11549 members 
Mstep: Class 7 contains 31898 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 60729 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 38434 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 35173 members 
Mstep: Class 15 contains 29620 members 
Mstep: Class 17 contains 170012 members 
Mstep: Class 18 contains 8121 members 
Mstep: Class 19 contains 32130 members 
Mstep: Class 20 contains 28510 members 
Mstep: Class 21 contains 44548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1578.528076 but Gain 2182.082031
Score: -69397840.000000 Penalty: 41459.531250
Iteration 2F: 20 clusters Score -6.939784e+07 nChanged 167885
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 38285 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 86964 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 26596 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 10 contains 58769 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 30528 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 42818 members 
Mstep: Class 15 contains 20855 members 
Mstep: Class 17 contains 209536 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 19 contains 32396 members 
Mstep: Class 20 contains 19799 members 
Mstep: Class 21 contains 37619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1938.309448 but Gain 2182.082031
Score: -69592376.000000 Penalty: 39277.449219
Iteration 3F: 19 clusters Score -6.959238e+07 nChanged 132929
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 36473 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 96080 members 
Mstep: Class 6 contains 3657 members 
Mstep: Class 7 contains 22585 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 10 contains 50435 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 24150 members 
Mstep: Class 13 contains 7233 members 
Mstep: Class 14 contains 49438 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 17 contains 237258 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 30878 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 32875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69721160.000000 Penalty: 39277.449219
Iteration 4F: 19 clusters Score -6.972116e+07 nChanged 104128
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 36354 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 105301 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 18867 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 10 contains 44447 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 12 contains 19598 members 
Mstep: Class 13 contains 8671 members 
Mstep: Class 14 contains 52871 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 17 contains 248378 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 28213 members 
Mstep: Class 20 contains 11149 members 
Mstep: Class 21 contains 31274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1924.896118 but Gain 2182.078125
Score: -69811640.000000 Penalty: 37095.371094
Iteration 5F: 18 clusters Score -6.981164e+07 nChanged 82328
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 36260 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 113811 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 53683 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 17 contains 250633 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 25484 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 32178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69880768.000000 Penalty: 37095.371094
Iteration 6F: 18 clusters Score -6.988077e+07 nChanged 64700
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 35541 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 119757 members 
Mstep: Class 7 contains 13861 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 10 contains 44366 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 15629 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 52805 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 17 contains 247592 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 22960 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 34733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1434.992676 but Gain 2182.082031
Score: -69929000.000000 Penalty: 34913.289062
Iteration 7F: 17 clusters Score -6.9929e+07 nChanged 54090
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 34675 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 123013 members 
Mstep: Class 7 contains 12356 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 10 contains 46138 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 16453 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 51475 members 
Mstep: Class 17 contains 243489 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 20792 members 
Mstep: Class 20 contains 5118 members 
Mstep: Class 21 contains 37810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69965984.000000 Penalty: 34913.289062
Iteration 8F: 17 clusters Score -6.996598e+07 nChanged 44064
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 33893 members 
Mstep: Class 4 contains 8636 members 
Mstep: Class 5 contains 123187 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 10 contains 47451 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 12 contains 19243 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 50279 members 
Mstep: Class 17 contains 238095 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 18818 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 40734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69993256.000000 Penalty: 34913.289062
Iteration 9F: 17 clusters Score -6.999326e+07 nChanged 38008
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 33477 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 5 contains 120993 members 
Mstep: Class 7 contains 9993 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 10 contains 48149 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 49386 members 
Mstep: Class 17 contains 233257 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 16978 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 43104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70015856.000000 Penalty: 34913.289062
Iteration 10F: 17 clusters Score -7.001586e+07 nChanged 33740
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 33494 members 
Mstep: Class 4 contains 11354 members 
Mstep: Class 5 contains 117198 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 10 contains 48507 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 28952 members 
Mstep: Class 13 contains 15944 members 
Mstep: Class 14 contains 48674 members 
Mstep: Class 17 contains 229045 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 15340 members 
Mstep: Class 20 contains 3735 members 
Mstep: Class 21 contains 44853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70035984.000000 Penalty: 34913.289062
Iteration 11Q: 17 clusters Score -7.003598e+07 nChanged 30046
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 33749 members 
Mstep: Class 4 contains 12889 members 
Mstep: Class 5 contains 112742 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 1472 members 
Mstep: Class 10 contains 48593 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 34562 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 48139 members 
Mstep: Class 17 contains 225490 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 13905 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 45991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054280.000000 Penalty: 34913.289062
Iteration 12Q: 17 clusters Score -7.005428e+07 nChanged 27035
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 34117 members 
Mstep: Class 4 contains 14657 members 
Mstep: Class 5 contains 108522 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 10 contains 48654 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 39449 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 47956 members 
Mstep: Class 17 contains 222463 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 46853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070488.000000 Penalty: 34913.289062
Iteration 13Q: 17 clusters Score -7.007049e+07 nChanged 24430
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 34525 members 
Mstep: Class 4 contains 16676 members 
Mstep: Class 5 contains 105030 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 10 contains 48602 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 43161 members 
Mstep: Class 13 contains 14564 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 17 contains 219844 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 47347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70085776.000000 Penalty: 34913.289062
Iteration 14Q: 17 clusters Score -7.008578e+07 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 4 contains 18893 members 
Mstep: Class 5 contains 102212 members 
Mstep: Class 7 contains 8705 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 10 contains 48595 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 45722 members 
Mstep: Class 13 contains 13585 members 
Mstep: Class 14 contains 48303 members 
Mstep: Class 17 contains 217755 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 10400 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 47680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70098936.000000 Penalty: 34913.289062
Iteration 15Q: 17 clusters Score -7.009894e+07 nChanged 20208
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 35057 members 
Mstep: Class 4 contains 21294 members 
Mstep: Class 5 contains 99555 members 
Mstep: Class 7 contains 8958 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 10 contains 48988 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 47373 members 
Mstep: Class 13 contains 12520 members 
Mstep: Class 14 contains 48651 members 
Mstep: Class 17 contains 215955 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 4474 members 
Mstep: Class 21 contains 47853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70110024.000000 Penalty: 34913.289062
Iteration 16Q: 17 clusters Score -7.011002e+07 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 35195 members 
Mstep: Class 4 contains 23555 members 
Mstep: Class 5 contains 96875 members 
Mstep: Class 7 contains 9235 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 10 contains 49788 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 48448 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 49073 members 
Mstep: Class 17 contains 214648 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 8847 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 21 contains 47796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70117384.000000 Penalty: 34913.289062
Iteration 17Q: 17 clusters Score -7.011738e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 35189 members 
Mstep: Class 4 contains 25695 members 
Mstep: Class 5 contains 94324 members 
Mstep: Class 7 contains 9551 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 10 contains 50728 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 49090 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 14 contains 49388 members 
Mstep: Class 17 contains 213835 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 47648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70122528.000000 Penalty: 34913.289062
Iteration 18Q: 17 clusters Score -7.012253e+07 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 4 contains 27524 members 
Mstep: Class 5 contains 92037 members 
Mstep: Class 7 contains 9903 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 10 contains 51651 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 49493 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 49535 members 
Mstep: Class 17 contains 213451 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 7977 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 47446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70126736.000000 Penalty: 34913.289062
Iteration 19Q: 17 clusters Score -7.012674e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 4 contains 29086 members 
Mstep: Class 5 contains 90009 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 10 contains 52477 members 
Mstep: Class 11 contains 1276 members 
Mstep: Class 12 contains 49745 members 
Mstep: Class 13 contains 9739 members 
Mstep: Class 14 contains 49555 members 
Mstep: Class 17 contains 213339 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 47159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70131808.000000 Penalty: 34913.289062
Iteration 20F: 17 clusters Score -7.013181e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 34605 members 
Mstep: Class 4 contains 31487 members 
Mstep: Class 5 contains 88130 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 10 contains 53248 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 50029 members 
Mstep: Class 13 contains 9040 members 
Mstep: Class 14 contains 49492 members 
Mstep: Class 17 contains 212820 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 46905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70136200.000000 Penalty: 34913.289062
Iteration 21Q: 17 clusters Score -7.01362e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 34229 members 
Mstep: Class 4 contains 33538 members 
Mstep: Class 5 contains 86492 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 10 contains 53950 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 50183 members 
Mstep: Class 13 contains 8617 members 
Mstep: Class 14 contains 49360 members 
Mstep: Class 17 contains 212540 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 46678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70139312.000000 Penalty: 34913.289062
Iteration 22Q: 17 clusters Score -7.013931e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 33818 members 
Mstep: Class 4 contains 35236 members 
Mstep: Class 5 contains 85038 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 10 contains 54552 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 50302 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 49150 members 
Mstep: Class 17 contains 212419 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 46526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70142616.000000 Penalty: 34913.289062
Iteration 23Q: 17 clusters Score -7.014262e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 33394 members 
Mstep: Class 4 contains 36742 members 
Mstep: Class 5 contains 83822 members 
Mstep: Class 7 contains 12032 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 10 contains 55094 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 50371 members 
Mstep: Class 13 contains 8195 members 
Mstep: Class 14 contains 48866 members 
Mstep: Class 17 contains 212361 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 46408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70145328.000000 Penalty: 34913.289062
Iteration 24Q: 17 clusters Score -7.014533e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 32953 members 
Mstep: Class 4 contains 38062 members 
Mstep: Class 5 contains 82680 members 
Mstep: Class 7 contains 12526 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 10 contains 55641 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 50438 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 48517 members 
Mstep: Class 17 contains 212434 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 46370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70148112.000000 Penalty: 34913.289062
Iteration 25Q: 17 clusters Score -7.014811e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 32540 members 
Mstep: Class 4 contains 39189 members 
Mstep: Class 5 contains 81695 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 10 contains 56127 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 50495 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 14 contains 48121 members 
Mstep: Class 17 contains 212530 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 46441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70150760.000000 Penalty: 34913.289062
Iteration 26Q: 17 clusters Score -7.015076e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 32244 members 
Mstep: Class 4 contains 40087 members 
Mstep: Class 5 contains 80834 members 
Mstep: Class 7 contains 13586 members 
Mstep: Class 8 contains 1205 members 
Mstep: Class 10 contains 56553 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 50531 members 
Mstep: Class 13 contains 7891 members 
Mstep: Class 14 contains 47682 members 
Mstep: Class 17 contains 212640 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 6252 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 46521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70153360.000000 Penalty: 34913.289062
Iteration 27Q: 17 clusters Score -7.015336e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 32141 members 
Mstep: Class 4 contains 40814 members 
Mstep: Class 5 contains 79994 members 
Mstep: Class 7 contains 14194 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 10 contains 56974 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 50558 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 47247 members 
Mstep: Class 17 contains 213015 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 46381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70155824.000000 Penalty: 34913.289062
Iteration 28Q: 17 clusters Score -7.015582e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 32203 members 
Mstep: Class 4 contains 41445 members 
Mstep: Class 5 contains 79215 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 10 contains 57339 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 50571 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 46739 members 
Mstep: Class 17 contains 213716 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 5971 members 
Mstep: Class 20 contains 4118 members 
Mstep: Class 21 contains 46126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70157992.000000 Penalty: 34913.289062
Iteration 29Q: 17 clusters Score -7.015799e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 32307 members 
Mstep: Class 4 contains 42002 members 
Mstep: Class 5 contains 78461 members 
Mstep: Class 7 contains 15360 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 10 contains 57683 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 50585 members 
Mstep: Class 13 contains 7733 members 
Mstep: Class 14 contains 46165 members 
Mstep: Class 17 contains 214578 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 4097 members 
Mstep: Class 21 contains 45835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70160136.000000 Penalty: 34913.289062
Iteration 30Q: 17 clusters Score -7.016014e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 32439 members 
Mstep: Class 4 contains 42496 members 
Mstep: Class 5 contains 77753 members 
Mstep: Class 7 contains 15964 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 10 contains 58021 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 50604 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 45529 members 
Mstep: Class 17 contains 215695 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 5664 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 45533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70162104.000000 Penalty: 34913.289062
Iteration 31Q: 17 clusters Score -7.01621e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 4 contains 42900 members 
Mstep: Class 5 contains 77136 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 10 contains 58360 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 50596 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 44872 members 
Mstep: Class 17 contains 217081 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 45213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70163464.000000 Penalty: 34913.289062
Iteration 32Q: 17 clusters Score -7.016346e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 32693 members 
Mstep: Class 4 contains 43282 members 
Mstep: Class 5 contains 76594 members 
Mstep: Class 7 contains 17057 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 10 contains 58687 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 50596 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 44198 members 
Mstep: Class 17 contains 218746 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 44880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70164816.000000 Penalty: 34913.289062
Iteration 33Q: 17 clusters Score -7.016482e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 32908 members 
Mstep: Class 4 contains 43608 members 
Mstep: Class 5 contains 76103 members 
Mstep: Class 7 contains 17524 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 10 contains 58955 members 
Mstep: Class 11 contains 815 members 
Mstep: Class 12 contains 50586 members 
Mstep: Class 13 contains 7709 members 
Mstep: Class 14 contains 43530 members 
Mstep: Class 17 contains 220607 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 4059 members 
Mstep: Class 21 contains 44505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70165952.000000 Penalty: 34913.289062
Iteration 34Q: 17 clusters Score -7.016595e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 33117 members 
Mstep: Class 4 contains 43942 members 
Mstep: Class 5 contains 75633 members 
Mstep: Class 7 contains 17947 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 10 contains 59282 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 50576 members 
Mstep: Class 13 contains 7717 members 
Mstep: Class 14 contains 42928 members 
Mstep: Class 17 contains 222664 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 4055 members 
Mstep: Class 21 contains 44091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70166776.000000 Penalty: 34913.289062
Iteration 35Q: 17 clusters Score -7.016678e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 33331 members 
Mstep: Class 4 contains 44230 members 
Mstep: Class 5 contains 75218 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 10 contains 59594 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 50574 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 42319 members 
Mstep: Class 17 contains 224888 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 4049 members 
Mstep: Class 21 contains 43648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70168424.000000 Penalty: 34913.289062
Iteration 36Q: 17 clusters Score -7.016842e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 33532 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 74851 members 
Mstep: Class 7 contains 18646 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 10 contains 59905 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 50582 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 14 contains 41687 members 
Mstep: Class 17 contains 227155 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 4803 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 43214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70169296.000000 Penalty: 34913.289062
Iteration 37Q: 17 clusters Score -7.01693e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 33727 members 
Mstep: Class 4 contains 44729 members 
Mstep: Class 5 contains 74556 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 10 contains 60199 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 50595 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 14 contains 41107 members 
Mstep: Class 17 contains 229392 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 4691 members 
Mstep: Class 20 contains 4032 members 
Mstep: Class 21 contains 42797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70170024.000000 Penalty: 34913.289062
Iteration 38Q: 17 clusters Score -7.017002e+07 nChanged 5111
Entering ConstructFrom: 
Score: -70170024.000000 Penalty: 34913.289062
Entering ConstructFrom: 
Trying to split cluster 1 (60696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Entering Unmasked Estep 
Score: -6445905.500000 Penalty: 1789.715332
	Iteration 0F: 2 clusters Score -6445906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6405311.000000 Penalty: 3579.430664
	Iteration 0F: 3 clusters Score -6405311 nChanged 28709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6421685.500000 Penalty: 3579.430664
	Iteration 1F: 3 clusters Score -6421686 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -6422453.000000 Penalty: 3579.430664
	Iteration 2Q: 3 clusters Score -6422453 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -6423415.000000 Penalty: 3579.430664
	Iteration 3Q: 3 clusters Score -6423415 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -6424794.500000 Penalty: 3579.430664
	Iteration 4Q: 3 clusters Score -6424794 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -6426775.500000 Penalty: 3579.430664
	Iteration 5F: 3 clusters Score -6426776 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -6429094.500000 Penalty: 3579.430664
	Iteration 6F: 3 clusters Score -6429094 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6431875.000000 Penalty: 3579.430664
	Iteration 7F: 3 clusters Score -6431875 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -6434645.000000 Penalty: 3579.430664
	Iteration 8F: 3 clusters Score -6434645 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -6437103.000000 Penalty: 3579.430664
	Iteration 9F: 3 clusters Score -6437103 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6439063.000000 Penalty: 3579.430664
	Iteration 10Q: 3 clusters Score -6439063 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -6440494.000000 Penalty: 3579.430664
	Iteration 11Q: 3 clusters Score -6440494 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -6441451.000000 Penalty: 3579.430664
	Iteration 12Q: 3 clusters Score -6441451 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6442044.000000 Penalty: 3579.430664
	Iteration 13Q: 3 clusters Score -6442044 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -6442481.500000 Penalty: 3579.430664
	Iteration 14Q: 3 clusters Score -6442482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6442778.500000 Penalty: 3579.430664
	Iteration 15Q: 3 clusters Score -6442778 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6443037.500000 Penalty: 3579.430664
	Iteration 16Q: 3 clusters Score -6443038 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6443268.500000 Penalty: 3579.430664
	Iteration 17Q: 3 clusters Score -6443268 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6443486.000000 Penalty: 3579.430664
	Iteration 18Q: 3 clusters Score -6443486 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6443628.500000 Penalty: 3579.430664
	Iteration 19Q: 3 clusters Score -6443628 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6443765.000000 Penalty: 3579.430664
	Iteration 20F: 3 clusters Score -6443765 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6443864.000000 Penalty: 3579.430664
	Iteration 21Q: 3 clusters Score -6443864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6443966.500000 Penalty: 3579.430664
	Iteration 22Q: 3 clusters Score -6443966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6444036.000000 Penalty: 3579.430664
	Iteration 23Q: 3 clusters Score -6444036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6444106.500000 Penalty: 3579.430664
	Iteration 24Q: 3 clusters Score -6444106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6444168.500000 Penalty: 3579.430664
	Iteration 25Q: 3 clusters Score -6444168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6444210.500000 Penalty: 3579.430664
	Iteration 26Q: 3 clusters Score -6444210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6444258.500000 Penalty: 3579.430664
	Iteration 27Q: 3 clusters Score -6444258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6444285.000000 Penalty: 3579.430664
	Iteration 28Q: 3 clusters Score -6444285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6444326.000000 Penalty: 3579.430664
	Iteration 29Q: 3 clusters Score -6444326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6444342.000000 Penalty: 3579.430664
	Iteration 30Q: 3 clusters Score -6444342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6444355.500000 Penalty: 3579.430664
	Iteration 31Q: 3 clusters Score -6444356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6444367.000000 Penalty: 3579.430664
	Iteration 32Q: 3 clusters Score -6444367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6444373.000000 Penalty: 3579.430664
	Iteration 33Q: 3 clusters Score -6444373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6444372.000000 Penalty: 3579.430664
	Iteration 34Q: 3 clusters Score -6444372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6444382.000000 Penalty: 3579.430664
	Iteration 35Q: 3 clusters Score -6444382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6444382.500000 Penalty: 3579.430664
	Iteration 36Q: 3 clusters Score -6444382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6444397.500000 Penalty: 3579.430664
	Iteration 37Q: 3 clusters Score -6444398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6444394.500000 Penalty: 3579.430664
	Iteration 38Q: 3 clusters Score -6444394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6444404.000000 Penalty: 3579.430664
	Iteration 39Q: 3 clusters Score -6444404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6444406.500000 Penalty: 3579.430664
	Iteration 40F: 3 clusters Score -6444406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6444414.500000 Penalty: 3579.430664
	Iteration 41Q: 3 clusters Score -6444414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6444423.500000 Penalty: 3579.430664
	Iteration 42Q: 3 clusters Score -6444424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6444430.000000 Penalty: 3579.430664
	Iteration 43Q: 3 clusters Score -6444430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6444429.000000 Penalty: 3579.430664
	Iteration 44Q: 3 clusters Score -6444429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6444431.500000 Penalty: 3579.430664
	Iteration 45Q: 3 clusters Score -6444432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6444433.500000 Penalty: 3579.430664
	Iteration 46Q: 3 clusters Score -6444434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6444431.500000 Penalty: 3579.430664
	Iteration 47Q: 3 clusters Score -6444432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6444441.000000 Penalty: 3579.430664
	Iteration 48Q: 3 clusters Score -6444441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6444440.000000 Penalty: 3579.430664
	Iteration 49Q: 3 clusters Score -6444440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6444440.500000 Penalty: 3579.430664
	Iteration 50Q: 3 clusters Score -6444440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6444440.000000 Penalty: 3579.430664
	Iteration 51Q: 3 clusters Score -6444440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6444434.000000 Penalty: 3579.430664
	Iteration 52Q: 3 clusters Score -6444434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6444435.000000 Penalty: 3579.430664
	Iteration 53Q: 3 clusters Score -6444435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6444444.500000 Penalty: 3579.430664
	Iteration 54Q: 3 clusters Score -6444444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6444447.500000 Penalty: 3579.430664
	Iteration 55Q: 3 clusters Score -6444448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6444442.500000 Penalty: 3579.430664
	Iteration 56Q: 3 clusters Score -6444442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6444452.500000 Penalty: 3579.430664
	Iteration 57Q: 3 clusters Score -6444452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6444460.500000 Penalty: 3579.430664
	Iteration 58Q: 3 clusters Score -6444460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6444460.000000 Penalty: 3579.430664
	Iteration 59Q: 3 clusters Score -6444460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6444471.000000 Penalty: 3579.430664
	Iteration 60F: 3 clusters Score -6444471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6444477.000000 Penalty: 3579.430664
	Iteration 61Q: 3 clusters Score -6444477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6444484.000000 Penalty: 3579.430664
	Iteration 62Q: 3 clusters Score -6444484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6444491.000000 Penalty: 3579.430664
	Iteration 63Q: 3 clusters Score -6444491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6444492.000000 Penalty: 3579.430664
	Iteration 64Q: 3 clusters Score -6444492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6444500.000000 Penalty: 3579.430664
	Iteration 65Q: 3 clusters Score -6444500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6444514.000000 Penalty: 3579.430664
	Iteration 66Q: 3 clusters Score -6444514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6444519.000000 Penalty: 3579.430664
	Iteration 67Q: 3 clusters Score -6444519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6444517.000000 Penalty: 3579.430664
	Iteration 68Q: 3 clusters Score -6444517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6444528.500000 Penalty: 3579.430664
	Iteration 69Q: 3 clusters Score -6444528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6444518.000000 Penalty: 3579.430664
	Iteration 70Q: 3 clusters Score -6444518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6444529.000000 Penalty: 3579.430664
	Iteration 71Q: 3 clusters Score -6444529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6444538.500000 Penalty: 3579.430664
	Iteration 72Q: 3 clusters Score -6444538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6444540.000000 Penalty: 3579.430664
	Iteration 73Q: 3 clusters Score -6444540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6444540.000000 Penalty: 3579.430664
	Iteration 74Q: 3 clusters Score -6444540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6444546.000000 Penalty: 3579.430664
	Iteration 75Q: 3 clusters Score -6444546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6444545.000000 Penalty: 3579.430664
	Iteration 76Q: 3 clusters Score -6444545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6444548.500000 Penalty: 3579.430664
	Iteration 77Q: 3 clusters Score -6444548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6444543.500000 Penalty: 3579.430664
	Iteration 78Q: 3 clusters Score -6444544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6444549.000000 Penalty: 3579.430664
	Iteration 79Q: 3 clusters Score -6444549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6444546.000000 Penalty: 3579.430664
	Iteration 80F: 3 clusters Score -6444546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6444549.500000 Penalty: 3579.430664
	Iteration 81Q: 3 clusters Score -6444550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6444550.000000 Penalty: 3579.430664
	Iteration 82Q: 3 clusters Score -6444550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6444550.000000 Penalty: 3579.430664
	Iteration 83Q: 3 clusters Score -6444550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6444550.000000 Penalty: 3579.430664
	Iteration 84Q: 3 clusters Score -6444550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6444548.500000 Penalty: 3579.430664
	Iteration 85Q: 3 clusters Score -6444548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6444554.500000 Penalty: 3579.430664
	Iteration 86Q: 3 clusters Score -6444554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6444555.000000 Penalty: 3579.430664
	Iteration 87Q: 3 clusters Score -6444555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6444555.000000 Penalty: 3579.430664
	Iteration 88Q: 3 clusters Score -6444555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6444555.000000 Penalty: 3579.430664
	Iteration 89F: 3 clusters Score -6444555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Entering Unmasked Estep 
Score: -3626595.750000 Penalty: 1695.251953
	Iteration 0F: 2 clusters Score -3626596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3603781.750000 Penalty: 3390.503906
	Iteration 0F: 3 clusters Score -3603782 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3612652.500000 Penalty: 3390.503906
	Iteration 1F: 3 clusters Score -3612652 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3613445.500000 Penalty: 3390.503906
	Iteration 2F: 3 clusters Score -3613446 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3614590.000000 Penalty: 3390.503906
	Iteration 3F: 3 clusters Score -3614590 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3616378.500000 Penalty: 3390.503906
	Iteration 4F: 3 clusters Score -3616378 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3618833.000000 Penalty: 3390.503906
	Iteration 5F: 3 clusters Score -3618833 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3621534.750000 Penalty: 3390.503906
	Iteration 6F: 3 clusters Score -3621535 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3623615.250000 Penalty: 3390.503906
	Iteration 7F: 3 clusters Score -3623615 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3624591.500000 Penalty: 3390.503906
	Iteration 8Q: 3 clusters Score -3624592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3624899.000000 Penalty: 3390.503906
	Iteration 9Q: 3 clusters Score -3624899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3625005.750000 Penalty: 3390.503906
	Iteration 10Q: 3 clusters Score -3625006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3625054.750000 Penalty: 3390.503906
	Iteration 11Q: 3 clusters Score -3625055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3625084.250000 Penalty: 3390.503906
	Iteration 12Q: 3 clusters Score -3625084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3625093.250000 Penalty: 3390.503906
	Iteration 13Q: 3 clusters Score -3625093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3625105.500000 Penalty: 3390.503906
	Iteration 14Q: 3 clusters Score -3625106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3625111.000000 Penalty: 3390.503906
	Iteration 15Q: 3 clusters Score -3625111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3625122.500000 Penalty: 3390.503906
	Iteration 16Q: 3 clusters Score -3625122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3625124.000000 Penalty: 3390.503906
	Iteration 17Q: 3 clusters Score -3625124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3625129.750000 Penalty: 3390.503906
	Iteration 18Q: 3 clusters Score -3625130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3625129.750000 Penalty: 3390.503906
	Iteration 19F: 3 clusters Score -3625130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Entering Unmasked Estep 
Score: -4799891.500000 Penalty: 1740.901489
	Iteration 0F: 2 clusters Score -4799892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4769891.000000 Penalty: 3481.802979
	Iteration 0F: 3 clusters Score -4769891 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4781768.000000 Penalty: 3481.802979
	Iteration 1F: 3 clusters Score -4781768 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4782211.500000 Penalty: 3481.802979
	Iteration 2Q: 3 clusters Score -4782212 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4782639.500000 Penalty: 3481.802979
	Iteration 3Q: 3 clusters Score -4782640 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4783006.000000 Penalty: 3481.802979
	Iteration 4Q: 3 clusters Score -4783006 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4783434.500000 Penalty: 3481.802979
	Iteration 5Q: 3 clusters Score -4783434 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4783912.500000 Penalty: 3481.802979
	Iteration 6Q: 3 clusters Score -4783912 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4784612.000000 Penalty: 3481.802979
	Iteration 7Q: 3 clusters Score -4784612 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4785596.000000 Penalty: 3481.802979
	Iteration 8Q: 3 clusters Score -4785596 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4787055.500000 Penalty: 3481.802979
	Iteration 9F: 3 clusters Score -4787056 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4788979.500000 Penalty: 3481.802979
	Iteration 10F: 3 clusters Score -4788980 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4791017.000000 Penalty: 3481.802979
	Iteration 11F: 3 clusters Score -4791017 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4792598.000000 Penalty: 3481.802979
	Iteration 12Q: 3 clusters Score -4792598 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4793723.500000 Penalty: 3481.802979
	Iteration 13Q: 3 clusters Score -4793724 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4794424.500000 Penalty: 3481.802979
	Iteration 14Q: 3 clusters Score -4794424 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4795053.000000 Penalty: 3481.802979
	Iteration 15Q: 3 clusters Score -4795053 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4795605.000000 Penalty: 3481.802979
	Iteration 16Q: 3 clusters Score -4795605 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4796096.500000 Penalty: 3481.802979
	Iteration 17Q: 3 clusters Score -4796096 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4796496.000000 Penalty: 3481.802979
	Iteration 18Q: 3 clusters Score -4796496 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4796841.500000 Penalty: 3481.802979
	Iteration 19Q: 3 clusters Score -4796842 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4797157.500000 Penalty: 3481.802979
	Iteration 20F: 3 clusters Score -4797158 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4797417.000000 Penalty: 3481.802979
	Iteration 21Q: 3 clusters Score -4797417 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4797610.000000 Penalty: 3481.802979
	Iteration 22Q: 3 clusters Score -4797610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4797783.500000 Penalty: 3481.802979
	Iteration 23Q: 3 clusters Score -4797784 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4797916.500000 Penalty: 3481.802979
	Iteration 24Q: 3 clusters Score -4797916 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4798028.000000 Penalty: 3481.802979
	Iteration 25Q: 3 clusters Score -4798028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4798117.500000 Penalty: 3481.802979
	Iteration 26Q: 3 clusters Score -4798118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4798177.500000 Penalty: 3481.802979
	Iteration 27Q: 3 clusters Score -4798178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4798211.500000 Penalty: 3481.802979
	Iteration 28Q: 3 clusters Score -4798212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4798247.000000 Penalty: 3481.802979
	Iteration 29Q: 3 clusters Score -4798247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4798273.500000 Penalty: 3481.802979
	Iteration 30Q: 3 clusters Score -4798274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4798313.000000 Penalty: 3481.802979
	Iteration 31Q: 3 clusters Score -4798313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4798327.500000 Penalty: 3481.802979
	Iteration 32Q: 3 clusters Score -4798328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4798343.000000 Penalty: 3481.802979
	Iteration 33Q: 3 clusters Score -4798343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4798358.500000 Penalty: 3481.802979
	Iteration 34Q: 3 clusters Score -4798358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4798363.500000 Penalty: 3481.802979
	Iteration 35Q: 3 clusters Score -4798364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4798374.000000 Penalty: 3481.802979
	Iteration 36Q: 3 clusters Score -4798374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4798381.000000 Penalty: 3481.802979
	Iteration 37Q: 3 clusters Score -4798381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4798380.500000 Penalty: 3481.802979
	Iteration 38Q: 3 clusters Score -4798380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4798386.000000 Penalty: 3481.802979
	Iteration 39Q: 3 clusters Score -4798386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4798389.000000 Penalty: 3481.802979
	Iteration 40F: 3 clusters Score -4798389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4798388.000000 Penalty: 3481.802979
	Iteration 41Q: 3 clusters Score -4798388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4798388.500000 Penalty: 3481.802979
	Iteration 42Q: 3 clusters Score -4798388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4798391.000000 Penalty: 3481.802979
	Iteration 43Q: 3 clusters Score -4798391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4798395.000000 Penalty: 3481.802979
	Iteration 44Q: 3 clusters Score -4798395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4798396.500000 Penalty: 3481.802979
	Iteration 45Q: 3 clusters Score -4798396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4798402.000000 Penalty: 3481.802979
	Iteration 46Q: 3 clusters Score -4798402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4798407.500000 Penalty: 3481.802979
	Iteration 47Q: 3 clusters Score -4798408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4798407.500000 Penalty: 3481.802979
	Iteration 48Q: 3 clusters Score -4798408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4798408.500000 Penalty: 3481.802979
	Iteration 49Q: 3 clusters Score -4798408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4798408.000000 Penalty: 3481.802979
	Iteration 50Q: 3 clusters Score -4798408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4798409.500000 Penalty: 3481.802979
	Iteration 51Q: 3 clusters Score -4798410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4798411.500000 Penalty: 3481.802979
	Iteration 52Q: 3 clusters Score -4798412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4798424.500000 Penalty: 3481.802979
	Iteration 53Q: 3 clusters Score -4798424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4798423.000000 Penalty: 3481.802979
	Iteration 54Q: 3 clusters Score -4798423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4798424.500000 Penalty: 3481.802979
	Iteration 55Q: 3 clusters Score -4798424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4798422.000000 Penalty: 3481.802979
	Iteration 56Q: 3 clusters Score -4798422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4798427.000000 Penalty: 3481.802979
	Iteration 57Q: 3 clusters Score -4798427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4798428.500000 Penalty: 3481.802979
	Iteration 58Q: 3 clusters Score -4798428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4798430.500000 Penalty: 3481.802979
	Iteration 59Q: 3 clusters Score -4798430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4798434.500000 Penalty: 3481.802979
	Iteration 60F: 3 clusters Score -4798434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4798437.000000 Penalty: 3481.802979
	Iteration 61Q: 3 clusters Score -4798437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4798437.500000 Penalty: 3481.802979
	Iteration 62Q: 3 clusters Score -4798438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4798437.500000 Penalty: 3481.802979
	Iteration 63F: 3 clusters Score -4798438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Entering Unmasked Estep 
Score: -7831252.500000 Penalty: 1822.589233
	Iteration 0F: 2 clusters Score -7831252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7781667.500000 Penalty: 3645.178467
	Iteration 0F: 3 clusters Score -7781668 nChanged 35298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -7803413.000000 Penalty: 3645.178467
	Iteration 1F: 3 clusters Score -7803413 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -7805208.500000 Penalty: 3645.178467
	Iteration 2F: 3 clusters Score -7805208 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7807989.500000 Penalty: 3645.178467
	Iteration 3F: 3 clusters Score -7807990 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7811869.500000 Penalty: 3645.178467
	Iteration 4F: 3 clusters Score -7811870 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -7816865.500000 Penalty: 3645.178467
	Iteration 5F: 3 clusters Score -7816866 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7821781.000000 Penalty: 3645.178467
	Iteration 6F: 3 clusters Score -7821781 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -7825177.000000 Penalty: 3645.178467
	Iteration 7F: 3 clusters Score -7825177 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -7827214.500000 Penalty: 3645.178467
	Iteration 8Q: 3 clusters Score -7827214 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7828680.000000 Penalty: 3645.178467
	Iteration 9Q: 3 clusters Score -7828680 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -7829919.000000 Penalty: 3645.178467
	Iteration 10Q: 3 clusters Score -7829919 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -7831174.000000 Penalty: 3645.178467
	Iteration 11Q: 3 clusters Score -7831174 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -7832678.000000 Penalty: 3645.178467
	Iteration 12Q: 3 clusters Score -7832678 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -7834568.500000 Penalty: 3645.178467
	Iteration 13Q: 3 clusters Score -7834568 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -7836996.500000 Penalty: 3645.178467
	Iteration 14Q: 3 clusters Score -7836996 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -7839614.500000 Penalty: 3645.178467
	Iteration 15Q: 3 clusters Score -7839614 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7841420.500000 Penalty: 3645.178467
	Iteration 16Q: 3 clusters Score -7841420 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -7842032.500000 Penalty: 3645.178467
	Iteration 17Q: 3 clusters Score -7842032 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7842179.500000 Penalty: 3645.178467
	Iteration 18Q: 3 clusters Score -7842180 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -7842271.000000 Penalty: 3645.178467
	Iteration 19Q: 3 clusters Score -7842271 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7842352.500000 Penalty: 3645.178467
	Iteration 20F: 3 clusters Score -7842352 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -7842519.500000 Penalty: 3645.178467
	Iteration 21Q: 3 clusters Score -7842520 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -7842806.000000 Penalty: 3645.178467
	Iteration 22Q: 3 clusters Score -7842806 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7843366.500000 Penalty: 3645.178467
	Iteration 23Q: 3 clusters Score -7843366 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -7844220.500000 Penalty: 3645.178467
	Iteration 24Q: 3 clusters Score -7844220 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7845255.500000 Penalty: 3645.178467
	Iteration 25Q: 3 clusters Score -7845256 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -7846091.000000 Penalty: 3645.178467
	Iteration 26Q: 3 clusters Score -7846091 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -7846526.000000 Penalty: 3645.178467
	Iteration 27Q: 3 clusters Score -7846526 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -7846735.000000 Penalty: 3645.178467
	Iteration 28Q: 3 clusters Score -7846735 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -7846828.500000 Penalty: 3645.178467
	Iteration 29Q: 3 clusters Score -7846828 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -7846896.500000 Penalty: 3645.178467
	Iteration 30Q: 3 clusters Score -7846896 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -7846928.000000 Penalty: 3645.178467
	Iteration 31Q: 3 clusters Score -7846928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -7846914.000000 Penalty: 3645.178467
	Iteration 32Q: 3 clusters Score -7846914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -7846946.000000 Penalty: 3645.178467
	Iteration 33Q: 3 clusters Score -7846946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -7846984.500000 Penalty: 3645.178467
	Iteration 34Q: 3 clusters Score -7846984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -7846978.500000 Penalty: 3645.178467
	Iteration 35Q: 3 clusters Score -7846978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -7846984.500000 Penalty: 3645.178467
	Iteration 36Q: 3 clusters Score -7846984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -7846992.000000 Penalty: 3645.178467
	Iteration 37Q: 3 clusters Score -7846992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -7846986.000000 Penalty: 3645.178467
	Iteration 38Q: 3 clusters Score -7846986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -7846994.500000 Penalty: 3645.178467
	Iteration 39Q: 3 clusters Score -7846994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -7847018.000000 Penalty: 3645.178467
	Iteration 40F: 3 clusters Score -7847018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7847046.500000 Penalty: 3645.178467
	Iteration 41Q: 3 clusters Score -7847046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -7847047.000000 Penalty: 3645.178467
	Iteration 42Q: 3 clusters Score -7847047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -7847054.500000 Penalty: 3645.178467
	Iteration 43Q: 3 clusters Score -7847054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -7847049.000000 Penalty: 3645.178467
	Iteration 44Q: 3 clusters Score -7847049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7847042.500000 Penalty: 3645.178467
	Iteration 45Q: 3 clusters Score -7847042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -7847051.000000 Penalty: 3645.178467
	Iteration 46Q: 3 clusters Score -7847051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -7847053.500000 Penalty: 3645.178467
	Iteration 47Q: 3 clusters Score -7847054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -7847039.500000 Penalty: 3645.178467
	Iteration 48Q: 3 clusters Score -7847040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -7847036.500000 Penalty: 3645.178467
	Iteration 49Q: 3 clusters Score -7847036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -7847041.000000 Penalty: 3645.178467
	Iteration 50Q: 3 clusters Score -7847041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -7847044.500000 Penalty: 3645.178467
	Iteration 51Q: 3 clusters Score -7847044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -7847044.500000 Penalty: 3645.178467
	Iteration 52F: 3 clusters Score -7847044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 48661 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 25644 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 17 contains 231608 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 42434 members 
Entering Unmasked Estep 
Score: -70185320.000000 Penalty: 37095.371094
Splitting cluster 5 changes total score from -70170024.000000 to -70185320.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (19178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Entering Unmasked Estep 
Score: -2056474.000000 Penalty: 1602.496826
	Iteration 0F: 2 clusters Score -2056474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2043327.500000 Penalty: 3204.993652
	Iteration 0F: 3 clusters Score -2043328 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2047961.125000 Penalty: 3204.993652
	Iteration 1F: 3 clusters Score -2047961 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2048238.750000 Penalty: 3204.993652
	Iteration 2Q: 3 clusters Score -2048239 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2048462.625000 Penalty: 3204.993652
	Iteration 3Q: 3 clusters Score -2048463 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2048701.125000 Penalty: 3204.993652
	Iteration 4Q: 3 clusters Score -2048701 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2048966.250000 Penalty: 3204.993652
	Iteration 5Q: 3 clusters Score -2048966 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2049329.125000 Penalty: 3204.993652
	Iteration 6Q: 3 clusters Score -2049329 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2049824.625000 Penalty: 3204.993652
	Iteration 7Q: 3 clusters Score -2049825 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2050378.125000 Penalty: 3204.993652
	Iteration 8Q: 3 clusters Score -2050378 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2051018.000000 Penalty: 3204.993652
	Iteration 9Q: 3 clusters Score -2051018 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2051746.000000 Penalty: 3204.993652
	Iteration 10F: 3 clusters Score -2051746 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2052439.000000 Penalty: 3204.993652
	Iteration 11Q: 3 clusters Score -2052439 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2053073.500000 Penalty: 3204.993652
	Iteration 12Q: 3 clusters Score -2053074 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2053618.625000 Penalty: 3204.993652
	Iteration 13Q: 3 clusters Score -2053619 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2054034.625000 Penalty: 3204.993652
	Iteration 14Q: 3 clusters Score -2054035 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2054296.125000 Penalty: 3204.993652
	Iteration 15Q: 3 clusters Score -2054296 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2054489.250000 Penalty: 3204.993652
	Iteration 16Q: 3 clusters Score -2054489 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2054629.375000 Penalty: 3204.993652
	Iteration 17Q: 3 clusters Score -2054629 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2054733.750000 Penalty: 3204.993652
	Iteration 18Q: 3 clusters Score -2054734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2054799.250000 Penalty: 3204.993652
	Iteration 19Q: 3 clusters Score -2054799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2054840.125000 Penalty: 3204.993652
	Iteration 20F: 3 clusters Score -2054840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2054884.625000 Penalty: 3204.993652
	Iteration 21Q: 3 clusters Score -2054885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2054908.375000 Penalty: 3204.993652
	Iteration 22Q: 3 clusters Score -2054908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2054938.125000 Penalty: 3204.993652
	Iteration 23Q: 3 clusters Score -2054938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2054974.250000 Penalty: 3204.993652
	Iteration 24Q: 3 clusters Score -2054974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2055003.875000 Penalty: 3204.993652
	Iteration 25Q: 3 clusters Score -2055004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2055027.750000 Penalty: 3204.993652
	Iteration 26Q: 3 clusters Score -2055028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2055047.750000 Penalty: 3204.993652
	Iteration 27Q: 3 clusters Score -2055048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2055063.750000 Penalty: 3204.993652
	Iteration 28Q: 3 clusters Score -2055064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2055076.625000 Penalty: 3204.993652
	Iteration 29Q: 3 clusters Score -2055077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2055083.000000 Penalty: 3204.993652
	Iteration 30Q: 3 clusters Score -2055083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2055092.375000 Penalty: 3204.993652
	Iteration 31Q: 3 clusters Score -2055092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2055099.125000 Penalty: 3204.993652
	Iteration 32Q: 3 clusters Score -2055099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2055098.625000 Penalty: 3204.993652
	Iteration 33Q: 3 clusters Score -2055099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2055105.250000 Penalty: 3204.993652
	Iteration 34Q: 3 clusters Score -2055105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2055110.750000 Penalty: 3204.993652
	Iteration 35Q: 3 clusters Score -2055111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2055115.000000 Penalty: 3204.993652
	Iteration 36Q: 3 clusters Score -2055115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2055119.875000 Penalty: 3204.993652
	Iteration 37Q: 3 clusters Score -2055120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2055124.250000 Penalty: 3204.993652
	Iteration 38Q: 3 clusters Score -2055124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2055131.000000 Penalty: 3204.993652
	Iteration 39Q: 3 clusters Score -2055131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2055134.000000 Penalty: 3204.993652
	Iteration 40F: 3 clusters Score -2055134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2055134.375000 Penalty: 3204.993652
	Iteration 41Q: 3 clusters Score -2055134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2055141.000000 Penalty: 3204.993652
	Iteration 42Q: 3 clusters Score -2055141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2055141.500000 Penalty: 3204.993652
	Iteration 43Q: 3 clusters Score -2055142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2055141.875000 Penalty: 3204.993652
	Iteration 44Q: 3 clusters Score -2055142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2055144.375000 Penalty: 3204.993652
	Iteration 45Q: 3 clusters Score -2055144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2055145.375000 Penalty: 3204.993652
	Iteration 46Q: 3 clusters Score -2055145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2055146.500000 Penalty: 3204.993652
	Iteration 47Q: 3 clusters Score -2055146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2055147.625000 Penalty: 3204.993652
	Iteration 48Q: 3 clusters Score -2055148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2055148.125000 Penalty: 3204.993652
	Iteration 49Q: 3 clusters Score -2055148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2055147.750000 Penalty: 3204.993652
	Iteration 50Q: 3 clusters Score -2055148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2055148.125000 Penalty: 3204.993652
	Iteration 51Q: 3 clusters Score -2055148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2055148.125000 Penalty: 3204.993652
	Iteration 52F: 3 clusters Score -2055148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -116213.632812 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -116213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114711.578125 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -114711.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115129.578125 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -115129.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -115274.937500 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -115274.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -115488.132812 Penalty: 2301.281982
	Iteration 3F: 3 clusters Score -115488.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -115746.085938 Penalty: 2301.281982
	Iteration 4F: 3 clusters Score -115746.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115958.382812 Penalty: 2301.281982
	Iteration 5F: 3 clusters Score -115958.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116023.820312 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -116023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -116067.695312 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -116067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -116086.218750 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -116086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -116115.625000 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -116115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -116159.171875 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -116159.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116207.046875 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -116207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116238.757812 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -116238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -116278.906250 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -116278.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -116308.914062 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -116308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116333.320312 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -116333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -116340.851562 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -116340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116350.718750 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -116350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116354.789062 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -116354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -116361.648438 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -116361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116366.054688 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -116366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116396.406250 Penalty: 2301.281982
	Iteration 21Q: 3 clusters Score -116396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -116399.304688 Penalty: 2301.281982
	Iteration 22Q: 3 clusters Score -116399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116402.523438 Penalty: 2301.281982
	Iteration 23Q: 3 clusters Score -116402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -116405.023438 Penalty: 2301.281982
	Iteration 24Q: 3 clusters Score -116405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -116408.343750 Penalty: 2301.281982
	Iteration 25Q: 3 clusters Score -116408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -116409.187500 Penalty: 2301.281982
	Iteration 26Q: 3 clusters Score -116409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -116409.187500 Penalty: 2301.281982
	Iteration 27F: 3 clusters Score -116409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 48661 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 25644 members 
Mstep: Class 6 contains 937 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 17 contains 231608 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 42434 members 
Entering Unmasked Estep 
Score: -70184416.000000 Penalty: 39277.449219
Splitting cluster 8 changes total score from -70170024.000000 to -70184416.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (60464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Entering Unmasked Estep 
Score: -6468463.500000 Penalty: 1789.093140
	Iteration 0F: 2 clusters Score -6468464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -6428052.000000 Penalty: 3578.186279
	Iteration 0F: 3 clusters Score -6428052 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6444270.500000 Penalty: 3578.186279
	Iteration 1F: 3 clusters Score -6444270 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6444898.500000 Penalty: 3578.186279
	Iteration 2Q: 3 clusters Score -6444898 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6445657.000000 Penalty: 3578.186279
	Iteration 3Q: 3 clusters Score -6445657 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6446743.500000 Penalty: 3578.186279
	Iteration 4Q: 3 clusters Score -6446744 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6448010.500000 Penalty: 3578.186279
	Iteration 5Q: 3 clusters Score -6448010 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -6449497.000000 Penalty: 3578.186279
	Iteration 6F: 3 clusters Score -6449497 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6451415.000000 Penalty: 3578.186279
	Iteration 7F: 3 clusters Score -6451415 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -6453721.500000 Penalty: 3578.186279
	Iteration 8F: 3 clusters Score -6453722 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6456011.500000 Penalty: 3578.186279
	Iteration 9F: 3 clusters Score -6456012 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6458055.500000 Penalty: 3578.186279
	Iteration 10F: 3 clusters Score -6458056 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6459543.500000 Penalty: 3578.186279
	Iteration 11Q: 3 clusters Score -6459544 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6460440.000000 Penalty: 3578.186279
	Iteration 12Q: 3 clusters Score -6460440 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -6460947.500000 Penalty: 3578.186279
	Iteration 13Q: 3 clusters Score -6460948 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -6461254.000000 Penalty: 3578.186279
	Iteration 14Q: 3 clusters Score -6461254 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6461486.000000 Penalty: 3578.186279
	Iteration 15Q: 3 clusters Score -6461486 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6461708.500000 Penalty: 3578.186279
	Iteration 16Q: 3 clusters Score -6461708 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -6461946.000000 Penalty: 3578.186279
	Iteration 17Q: 3 clusters Score -6461946 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -6462141.000000 Penalty: 3578.186279
	Iteration 18Q: 3 clusters Score -6462141 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -6462334.000000 Penalty: 3578.186279
	Iteration 19Q: 3 clusters Score -6462334 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -6462552.500000 Penalty: 3578.186279
	Iteration 20F: 3 clusters Score -6462552 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -6462735.500000 Penalty: 3578.186279
	Iteration 21Q: 3 clusters Score -6462736 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -6462931.000000 Penalty: 3578.186279
	Iteration 22Q: 3 clusters Score -6462931 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -6463157.500000 Penalty: 3578.186279
	Iteration 23Q: 3 clusters Score -6463158 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -6463403.000000 Penalty: 3578.186279
	Iteration 24Q: 3 clusters Score -6463403 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -6463650.500000 Penalty: 3578.186279
	Iteration 25Q: 3 clusters Score -6463650 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -6463926.500000 Penalty: 3578.186279
	Iteration 26Q: 3 clusters Score -6463926 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6464174.000000 Penalty: 3578.186279
	Iteration 27Q: 3 clusters Score -6464174 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6464488.500000 Penalty: 3578.186279
	Iteration 28Q: 3 clusters Score -6464488 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -6464781.500000 Penalty: 3578.186279
	Iteration 29Q: 3 clusters Score -6464782 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6465053.000000 Penalty: 3578.186279
	Iteration 30Q: 3 clusters Score -6465053 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6465359.500000 Penalty: 3578.186279
	Iteration 31Q: 3 clusters Score -6465360 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6465644.000000 Penalty: 3578.186279
	Iteration 32Q: 3 clusters Score -6465644 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6465952.000000 Penalty: 3578.186279
	Iteration 33Q: 3 clusters Score -6465952 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6466250.500000 Penalty: 3578.186279
	Iteration 34Q: 3 clusters Score -6466250 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6466527.000000 Penalty: 3578.186279
	Iteration 35Q: 3 clusters Score -6466527 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6466762.000000 Penalty: 3578.186279
	Iteration 36Q: 3 clusters Score -6466762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6466938.500000 Penalty: 3578.186279
	Iteration 37Q: 3 clusters Score -6466938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6467102.000000 Penalty: 3578.186279
	Iteration 38Q: 3 clusters Score -6467102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6467236.000000 Penalty: 3578.186279
	Iteration 39Q: 3 clusters Score -6467236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6467349.500000 Penalty: 3578.186279
	Iteration 40F: 3 clusters Score -6467350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6467443.000000 Penalty: 3578.186279
	Iteration 41Q: 3 clusters Score -6467443 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6467499.000000 Penalty: 3578.186279
	Iteration 42Q: 3 clusters Score -6467499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6467544.500000 Penalty: 3578.186279
	Iteration 43Q: 3 clusters Score -6467544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6467595.500000 Penalty: 3578.186279
	Iteration 44Q: 3 clusters Score -6467596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6467611.000000 Penalty: 3578.186279
	Iteration 45Q: 3 clusters Score -6467611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6467612.500000 Penalty: 3578.186279
	Iteration 46Q: 3 clusters Score -6467612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6467627.000000 Penalty: 3578.186279
	Iteration 47Q: 3 clusters Score -6467627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6467640.500000 Penalty: 3578.186279
	Iteration 48Q: 3 clusters Score -6467640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6467637.500000 Penalty: 3578.186279
	Iteration 49Q: 3 clusters Score -6467638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6467639.500000 Penalty: 3578.186279
	Iteration 50Q: 3 clusters Score -6467640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6467643.000000 Penalty: 3578.186279
	Iteration 51Q: 3 clusters Score -6467643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6467648.000000 Penalty: 3578.186279
	Iteration 52Q: 3 clusters Score -6467648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6467647.000000 Penalty: 3578.186279
	Iteration 53Q: 3 clusters Score -6467647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6467651.000000 Penalty: 3578.186279
	Iteration 54Q: 3 clusters Score -6467651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6467653.500000 Penalty: 3578.186279
	Iteration 55Q: 3 clusters Score -6467654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6467656.500000 Penalty: 3578.186279
	Iteration 56Q: 3 clusters Score -6467656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6467668.000000 Penalty: 3578.186279
	Iteration 57Q: 3 clusters Score -6467668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6467664.500000 Penalty: 3578.186279
	Iteration 58Q: 3 clusters Score -6467664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6467665.500000 Penalty: 3578.186279
	Iteration 59Q: 3 clusters Score -6467666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6467667.000000 Penalty: 3578.186279
	Iteration 60F: 3 clusters Score -6467667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -70242.781250 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -70242.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68984.375000 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -68984.38 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69181.476562 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -69181.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69243.953125 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -69243.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69278.085938 Penalty: 2153.252441
	Iteration 3Q: 3 clusters Score -69278.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69305.828125 Penalty: 2153.252441
	Iteration 4Q: 3 clusters Score -69305.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69328.914062 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -69328.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69347.304688 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -69347.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69359.921875 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -69359.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69365.570312 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -69365.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69369.539062 Penalty: 2153.252441
	Iteration 9Q: 3 clusters Score -69369.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69370.984375 Penalty: 2153.252441
	Iteration 10Q: 3 clusters Score -69370.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69371.820312 Penalty: 2153.252441
	Iteration 11Q: 3 clusters Score -69371.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69371.820312 Penalty: 2153.252441
	Iteration 12F: 3 clusters Score -69371.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Entering Unmasked Estep 
Score: -5421192.500000 Penalty: 1760.171631
	Iteration 0F: 2 clusters Score -5421192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5387468.000000 Penalty: 3520.343262
	Iteration 0F: 3 clusters Score -5387468 nChanged 23659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5400645.000000 Penalty: 3520.343262
	Iteration 1F: 3 clusters Score -5400645 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -5401177.000000 Penalty: 3520.343262
	Iteration 2Q: 3 clusters Score -5401177 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -5401797.500000 Penalty: 3520.343262
	Iteration 3Q: 3 clusters Score -5401798 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5402667.000000 Penalty: 3520.343262
	Iteration 4Q: 3 clusters Score -5402667 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -5404053.000000 Penalty: 3520.343262
	Iteration 5F: 3 clusters Score -5404053 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -5406231.000000 Penalty: 3520.343262
	Iteration 6F: 3 clusters Score -5406231 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5409342.500000 Penalty: 3520.343262
	Iteration 7F: 3 clusters Score -5409342 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5412724.000000 Penalty: 3520.343262
	Iteration 8F: 3 clusters Score -5412724 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5415520.000000 Penalty: 3520.343262
	Iteration 9F: 3 clusters Score -5415520 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5417158.500000 Penalty: 3520.343262
	Iteration 10Q: 3 clusters Score -5417158 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5418013.000000 Penalty: 3520.343262
	Iteration 11Q: 3 clusters Score -5418013 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5418479.500000 Penalty: 3520.343262
	Iteration 12Q: 3 clusters Score -5418480 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5418752.500000 Penalty: 3520.343262
	Iteration 13Q: 3 clusters Score -5418752 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5418938.000000 Penalty: 3520.343262
	Iteration 14Q: 3 clusters Score -5418938 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5419021.500000 Penalty: 3520.343262
	Iteration 15Q: 3 clusters Score -5419022 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -5419079.500000 Penalty: 3520.343262
	Iteration 16Q: 3 clusters Score -5419080 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5419178.000000 Penalty: 3520.343262
	Iteration 17Q: 3 clusters Score -5419178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5419238.500000 Penalty: 3520.343262
	Iteration 18Q: 3 clusters Score -5419238 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5419303.500000 Penalty: 3520.343262
	Iteration 19Q: 3 clusters Score -5419304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5419377.000000 Penalty: 3520.343262
	Iteration 20F: 3 clusters Score -5419377 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5419441.000000 Penalty: 3520.343262
	Iteration 21Q: 3 clusters Score -5419441 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5419521.000000 Penalty: 3520.343262
	Iteration 22Q: 3 clusters Score -5419521 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5419591.500000 Penalty: 3520.343262
	Iteration 23Q: 3 clusters Score -5419592 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -5419688.500000 Penalty: 3520.343262
	Iteration 24Q: 3 clusters Score -5419688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5419775.500000 Penalty: 3520.343262
	Iteration 25Q: 3 clusters Score -5419776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -5419882.500000 Penalty: 3520.343262
	Iteration 26Q: 3 clusters Score -5419882 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5419970.500000 Penalty: 3520.343262
	Iteration 27Q: 3 clusters Score -5419970 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5420074.500000 Penalty: 3520.343262
	Iteration 28Q: 3 clusters Score -5420074 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5420139.500000 Penalty: 3520.343262
	Iteration 29Q: 3 clusters Score -5420140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5420226.000000 Penalty: 3520.343262
	Iteration 30Q: 3 clusters Score -5420226 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5420309.000000 Penalty: 3520.343262
	Iteration 31Q: 3 clusters Score -5420309 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -5420360.500000 Penalty: 3520.343262
	Iteration 32Q: 3 clusters Score -5420360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -5420410.500000 Penalty: 3520.343262
	Iteration 33Q: 3 clusters Score -5420410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5420473.500000 Penalty: 3520.343262
	Iteration 34Q: 3 clusters Score -5420474 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5420497.500000 Penalty: 3520.343262
	Iteration 35Q: 3 clusters Score -5420498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -5420536.500000 Penalty: 3520.343262
	Iteration 36Q: 3 clusters Score -5420536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5420599.500000 Penalty: 3520.343262
	Iteration 37Q: 3 clusters Score -5420600 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5420636.500000 Penalty: 3520.343262
	Iteration 38Q: 3 clusters Score -5420636 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5420672.500000 Penalty: 3520.343262
	Iteration 39Q: 3 clusters Score -5420672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -5420705.500000 Penalty: 3520.343262
	Iteration 40F: 3 clusters Score -5420706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -5420735.500000 Penalty: 3520.343262
	Iteration 41Q: 3 clusters Score -5420736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -5420743.000000 Penalty: 3520.343262
	Iteration 42Q: 3 clusters Score -5420743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -5420761.000000 Penalty: 3520.343262
	Iteration 43Q: 3 clusters Score -5420761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5420763.500000 Penalty: 3520.343262
	Iteration 44Q: 3 clusters Score -5420764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -5420760.000000 Penalty: 3520.343262
	Iteration 45Q: 3 clusters Score -5420760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -5420753.000000 Penalty: 3520.343262
	Iteration 46Q: 3 clusters Score -5420753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -5420759.000000 Penalty: 3520.343262
	Iteration 47Q: 3 clusters Score -5420759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -5420755.000000 Penalty: 3520.343262
	Iteration 48Q: 3 clusters Score -5420755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -5420759.000000 Penalty: 3520.343262
	Iteration 49Q: 3 clusters Score -5420759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -5420752.500000 Penalty: 3520.343262
	Iteration 50Q: 3 clusters Score -5420752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -5420757.500000 Penalty: 3520.343262
	Iteration 51Q: 3 clusters Score -5420758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -5420754.000000 Penalty: 3520.343262
	Iteration 52Q: 3 clusters Score -5420754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -5420758.500000 Penalty: 3520.343262
	Iteration 53Q: 3 clusters Score -5420758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -5420763.500000 Penalty: 3520.343262
	Iteration 54Q: 3 clusters Score -5420764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -5420760.500000 Penalty: 3520.343262
	Iteration 55Q: 3 clusters Score -5420760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -5420757.000000 Penalty: 3520.343262
	Iteration 56Q: 3 clusters Score -5420757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -5420761.000000 Penalty: 3520.343262
	Iteration 57Q: 3 clusters Score -5420761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -5420760.500000 Penalty: 3520.343262
	Iteration 58Q: 3 clusters Score -5420760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -5420763.500000 Penalty: 3520.343262
	Iteration 59Q: 3 clusters Score -5420764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -5420767.000000 Penalty: 3520.343262
	Iteration 60F: 3 clusters Score -5420767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -5420764.500000 Penalty: 3520.343262
	Iteration 61Q: 3 clusters Score -5420764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -5420782.500000 Penalty: 3520.343262
	Iteration 62Q: 3 clusters Score -5420782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5420778.500000 Penalty: 3520.343262
	Iteration 63Q: 3 clusters Score -5420778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -5420782.500000 Penalty: 3520.343262
	Iteration 64Q: 3 clusters Score -5420782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5420780.500000 Penalty: 3520.343262
	Iteration 65Q: 3 clusters Score -5420780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5420785.000000 Penalty: 3520.343262
	Iteration 66Q: 3 clusters Score -5420785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -5420794.500000 Penalty: 3520.343262
	Iteration 67Q: 3 clusters Score -5420794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -5420795.500000 Penalty: 3520.343262
	Iteration 68Q: 3 clusters Score -5420796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5420795.000000 Penalty: 3520.343262
	Iteration 69Q: 3 clusters Score -5420795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5420796.000000 Penalty: 3520.343262
	Iteration 70Q: 3 clusters Score -5420796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5420791.500000 Penalty: 3520.343262
	Iteration 71Q: 3 clusters Score -5420792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -5420795.500000 Penalty: 3520.343262
	Iteration 72Q: 3 clusters Score -5420796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5420797.500000 Penalty: 3520.343262
	Iteration 73Q: 3 clusters Score -5420798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -5420798.500000 Penalty: 3520.343262
	Iteration 74Q: 3 clusters Score -5420798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5420799.000000 Penalty: 3520.343262
	Iteration 75Q: 3 clusters Score -5420799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5420799.000000 Penalty: 3520.343262
	Iteration 76F: 3 clusters Score -5420799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -787430.875000 Penalty: 1455.071533
	Iteration 0F: 2 clusters Score -787430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -781720.125000 Penalty: 2910.143066
	Iteration 0F: 3 clusters Score -781720.1 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -783476.937500 Penalty: 2910.143066
	Iteration 1F: 3 clusters Score -783476.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -783989.062500 Penalty: 2910.143066
	Iteration 2F: 3 clusters Score -783989.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -784456.062500 Penalty: 2910.143066
	Iteration 3F: 3 clusters Score -784456.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -784836.250000 Penalty: 2910.143066
	Iteration 4F: 3 clusters Score -784836.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -785180.687500 Penalty: 2910.143066
	Iteration 5F: 3 clusters Score -785180.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -785488.875000 Penalty: 2910.143066
	Iteration 6F: 3 clusters Score -785488.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -785776.937500 Penalty: 2910.143066
	Iteration 7F: 3 clusters Score -785776.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -786003.875000 Penalty: 2910.143066
	Iteration 8Q: 3 clusters Score -786003.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -786163.937500 Penalty: 2910.143066
	Iteration 9Q: 3 clusters Score -786163.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -786265.625000 Penalty: 2910.143066
	Iteration 10Q: 3 clusters Score -786265.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -786347.937500 Penalty: 2910.143066
	Iteration 11Q: 3 clusters Score -786347.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -786406.875000 Penalty: 2910.143066
	Iteration 12Q: 3 clusters Score -786406.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -786434.875000 Penalty: 2910.143066
	Iteration 13Q: 3 clusters Score -786434.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -786457.187500 Penalty: 2910.143066
	Iteration 14Q: 3 clusters Score -786457.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -786480.875000 Penalty: 2910.143066
	Iteration 15Q: 3 clusters Score -786480.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -786504.375000 Penalty: 2910.143066
	Iteration 16Q: 3 clusters Score -786504.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -786522.312500 Penalty: 2910.143066
	Iteration 17Q: 3 clusters Score -786522.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -786541.125000 Penalty: 2910.143066
	Iteration 18Q: 3 clusters Score -786541.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -786554.625000 Penalty: 2910.143066
	Iteration 19Q: 3 clusters Score -786554.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -786570.812500 Penalty: 2910.143066
	Iteration 20F: 3 clusters Score -786570.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -786583.875000 Penalty: 2910.143066
	Iteration 21Q: 3 clusters Score -786583.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -786600.500000 Penalty: 2910.143066
	Iteration 22Q: 3 clusters Score -786600.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -786614.500000 Penalty: 2910.143066
	Iteration 23Q: 3 clusters Score -786614.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -786632.937500 Penalty: 2910.143066
	Iteration 24Q: 3 clusters Score -786632.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -786655.187500 Penalty: 2910.143066
	Iteration 25Q: 3 clusters Score -786655.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -786677.562500 Penalty: 2910.143066
	Iteration 26Q: 3 clusters Score -786677.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -786698.125000 Penalty: 2910.143066
	Iteration 27Q: 3 clusters Score -786698.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -786717.625000 Penalty: 2910.143066
	Iteration 28Q: 3 clusters Score -786717.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -786739.562500 Penalty: 2910.143066
	Iteration 29Q: 3 clusters Score -786739.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -786760.437500 Penalty: 2910.143066
	Iteration 30Q: 3 clusters Score -786760.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -786784.000000 Penalty: 2910.143066
	Iteration 31Q: 3 clusters Score -786784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -786809.437500 Penalty: 2910.143066
	Iteration 32Q: 3 clusters Score -786809.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -786827.250000 Penalty: 2910.143066
	Iteration 33Q: 3 clusters Score -786827.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -786840.000000 Penalty: 2910.143066
	Iteration 34Q: 3 clusters Score -786840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -786852.562500 Penalty: 2910.143066
	Iteration 35Q: 3 clusters Score -786852.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -786862.562500 Penalty: 2910.143066
	Iteration 36Q: 3 clusters Score -786862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -786868.750000 Penalty: 2910.143066
	Iteration 37Q: 3 clusters Score -786868.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -786873.312500 Penalty: 2910.143066
	Iteration 38Q: 3 clusters Score -786873.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -786874.937500 Penalty: 2910.143066
	Iteration 39Q: 3 clusters Score -786874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -786876.250000 Penalty: 2910.143066
	Iteration 40F: 3 clusters Score -786876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -786880.312500 Penalty: 2910.143066
	Iteration 41Q: 3 clusters Score -786880.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -786881.812500 Penalty: 2910.143066
	Iteration 42Q: 3 clusters Score -786881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -786880.000000 Penalty: 2910.143066
	Iteration 43Q: 3 clusters Score -786880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -786880.000000 Penalty: 2910.143066
	Iteration 44F: 3 clusters Score -786880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Entering Unmasked Estep 
Score: -4161306.750000 Penalty: 1724.288452
	Iteration 0F: 2 clusters Score -4161307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4134183.500000 Penalty: 3448.576904
	Iteration 0F: 3 clusters Score -4134184 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4144557.000000 Penalty: 3448.576904
	Iteration 1F: 3 clusters Score -4144557 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4145014.500000 Penalty: 3448.576904
	Iteration 2Q: 3 clusters Score -4145014 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4145441.750000 Penalty: 3448.576904
	Iteration 3Q: 3 clusters Score -4145442 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4145840.500000 Penalty: 3448.576904
	Iteration 4Q: 3 clusters Score -4145840 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4146322.250000 Penalty: 3448.576904
	Iteration 5Q: 3 clusters Score -4146322 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4146794.000000 Penalty: 3448.576904
	Iteration 6Q: 3 clusters Score -4146794 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4147378.000000 Penalty: 3448.576904
	Iteration 7Q: 3 clusters Score -4147378 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4148212.250000 Penalty: 3448.576904
	Iteration 8Q: 3 clusters Score -4148212 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4149335.500000 Penalty: 3448.576904
	Iteration 9Q: 3 clusters Score -4149336 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4150768.250000 Penalty: 3448.576904
	Iteration 10F: 3 clusters Score -4150768 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4152333.250000 Penalty: 3448.576904
	Iteration 11F: 3 clusters Score -4152333 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4153733.000000 Penalty: 3448.576904
	Iteration 12F: 3 clusters Score -4153733 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4154685.500000 Penalty: 3448.576904
	Iteration 13Q: 3 clusters Score -4154686 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4155367.750000 Penalty: 3448.576904
	Iteration 14Q: 3 clusters Score -4155368 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4155971.750000 Penalty: 3448.576904
	Iteration 15Q: 3 clusters Score -4155972 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4156527.000000 Penalty: 3448.576904
	Iteration 16Q: 3 clusters Score -4156527 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4157047.500000 Penalty: 3448.576904
	Iteration 17Q: 3 clusters Score -4157048 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4157495.000000 Penalty: 3448.576904
	Iteration 18Q: 3 clusters Score -4157495 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4157872.250000 Penalty: 3448.576904
	Iteration 19Q: 3 clusters Score -4157872 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4158220.750000 Penalty: 3448.576904
	Iteration 20F: 3 clusters Score -4158221 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4158562.250000 Penalty: 3448.576904
	Iteration 21Q: 3 clusters Score -4158562 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4158826.250000 Penalty: 3448.576904
	Iteration 22Q: 3 clusters Score -4158826 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4159042.500000 Penalty: 3448.576904
	Iteration 23Q: 3 clusters Score -4159042 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4159226.500000 Penalty: 3448.576904
	Iteration 24Q: 3 clusters Score -4159226 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4159345.750000 Penalty: 3448.576904
	Iteration 25Q: 3 clusters Score -4159346 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4159459.500000 Penalty: 3448.576904
	Iteration 26Q: 3 clusters Score -4159460 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4159551.000000 Penalty: 3448.576904
	Iteration 27Q: 3 clusters Score -4159551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4159607.250000 Penalty: 3448.576904
	Iteration 28Q: 3 clusters Score -4159607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4159647.750000 Penalty: 3448.576904
	Iteration 29Q: 3 clusters Score -4159648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4159676.000000 Penalty: 3448.576904
	Iteration 30Q: 3 clusters Score -4159676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4159702.500000 Penalty: 3448.576904
	Iteration 31Q: 3 clusters Score -4159702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4159728.250000 Penalty: 3448.576904
	Iteration 32Q: 3 clusters Score -4159728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4159746.750000 Penalty: 3448.576904
	Iteration 33Q: 3 clusters Score -4159747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4159772.250000 Penalty: 3448.576904
	Iteration 34Q: 3 clusters Score -4159772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4159788.250000 Penalty: 3448.576904
	Iteration 35Q: 3 clusters Score -4159788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4159809.000000 Penalty: 3448.576904
	Iteration 36Q: 3 clusters Score -4159809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4159826.500000 Penalty: 3448.576904
	Iteration 37Q: 3 clusters Score -4159826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4159824.750000 Penalty: 3448.576904
	Iteration 38Q: 3 clusters Score -4159825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4159827.000000 Penalty: 3448.576904
	Iteration 39Q: 3 clusters Score -4159827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4159832.250000 Penalty: 3448.576904
	Iteration 40F: 3 clusters Score -4159832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4159834.000000 Penalty: 3448.576904
	Iteration 41Q: 3 clusters Score -4159834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4159836.500000 Penalty: 3448.576904
	Iteration 42Q: 3 clusters Score -4159836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4159837.500000 Penalty: 3448.576904
	Iteration 43Q: 3 clusters Score -4159838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4159847.250000 Penalty: 3448.576904
	Iteration 44Q: 3 clusters Score -4159847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4159844.250000 Penalty: 3448.576904
	Iteration 45Q: 3 clusters Score -4159844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4159845.500000 Penalty: 3448.576904
	Iteration 46Q: 3 clusters Score -4159846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4159846.250000 Penalty: 3448.576904
	Iteration 47Q: 3 clusters Score -4159846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4159850.750000 Penalty: 3448.576904
	Iteration 48Q: 3 clusters Score -4159851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4159847.750000 Penalty: 3448.576904
	Iteration 49Q: 3 clusters Score -4159848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4159849.000000 Penalty: 3448.576904
	Iteration 50Q: 3 clusters Score -4159849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4159849.000000 Penalty: 3448.576904
	Iteration 51F: 3 clusters Score -4159849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (231608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231608 members 
Entering Unmasked Estep 
Score: -24303004.000000 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -2.4303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -24157722.000000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -2.415772e+07 nChanged 112724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -24225380.000000 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -2.422538e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 4014.660400
	Iteration 2Q: 3 clusters Score -2.422703e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -24229352.000000 Penalty: 4014.660400
	Iteration 3Q: 3 clusters Score -2.422935e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -24232804.000000 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -2.42328e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -24238504.000000 Penalty: 4014.660400
	Iteration 5F: 3 clusters Score -2.42385e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -24247374.000000 Penalty: 4014.660400
	Iteration 6F: 3 clusters Score -2.424737e+07 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -24259506.000000 Penalty: 4014.660400
	Iteration 7F: 3 clusters Score -2.425951e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -24273180.000000 Penalty: 4014.660400
	Iteration 8F: 3 clusters Score -2.427318e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199001 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -24284582.000000 Penalty: 4014.660400
	Iteration 9F: 3 clusters Score -2.428458e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207549 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -24291368.000000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -2.429137e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213295 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -24294964.000000 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -2.429496e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217426 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -24296792.000000 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -2.429679e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220699 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -24298140.000000 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -2.429814e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223318 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -24299392.000000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -2.429939e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225286 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -24300250.000000 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -2.430025e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226782 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -24300632.000000 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -2.430063e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227890 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -24300956.000000 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -2.430096e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228709 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -24301174.000000 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -2.430117e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229265 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24301306.000000 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -2.430131e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229658 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -24301382.000000 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -2.430138e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229935 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -24301438.000000 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -2.430144e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230146 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -24301512.000000 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -2.430151e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -24301504.000000 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -2.43015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230402 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24301524.000000 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -2.430152e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230488 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -24301528.000000 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -2.430153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230546 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24301546.000000 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -2.430155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230598 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24301516.000000 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -2.430152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230637 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -24301518.000000 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -2.430152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230672 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -24301554.000000 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -2.430155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -24301568.000000 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -2.430157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230730 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -24301552.000000 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -2.430155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230756 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -24301568.000000 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -2.430157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230777 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -24301572.000000 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -2.430157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230798 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -24301584.000000 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -2.430158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230808 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -24301572.000000 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -2.430157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230815 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -24301558.000000 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -2.430156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230822 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -24301558.000000 Penalty: 4014.660400
	Iteration 37Q: 3 clusters Score -2.430156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230825 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -24301570.000000 Penalty: 4014.660400
	Iteration 38Q: 3 clusters Score -2.430157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230825 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -24301570.000000 Penalty: 4014.660400
	Iteration 39F: 3 clusters Score -2.430157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -162061.296875 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -162061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160229.484375 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -160229.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161181.359375 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -161181.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -162119.390625 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -162119.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -162919.250000 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -162919.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -163132.093750 Penalty: 2429.116699
	Iteration 4F: 3 clusters Score -163132.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -163160.515625 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -163160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -163167.687500 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -163167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -163169.968750 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -163170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -163172.765625 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -163172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -163175.640625 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -163175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -163175.640625 Penalty: 2429.116699
	Iteration 10F: 3 clusters Score -163175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 48661 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 25644 members 
Mstep: Class 6 contains 937 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 17 contains 231608 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 42434 members 
Entering Unmasked Estep 
Score: -70184568.000000 Penalty: 41459.531250
Splitting cluster 18 changes total score from -70170024.000000 to -70184568.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 19 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -454597.218750 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -454597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -450902.593750 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -450902.6 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -451922.625000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -451922.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -452362.093750 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -452362.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -452827.843750 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -452827.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -453281.875000 Penalty: 2739.927490
	Iteration 4F: 3 clusters Score -453281.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -453653.125000 Penalty: 2739.927490
	Iteration 5F: 3 clusters Score -453653.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -453919.750000 Penalty: 2739.927490
	Iteration 6F: 3 clusters Score -453919.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -454079.906250 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -454079.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -454164.656250 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -454164.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -454219.156250 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -454219.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -454251.968750 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -454252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -454273.968750 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -454274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -454289.750000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -454289.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -454302.937500 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -454302.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -454318.312500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -454318.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -454335.718750 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -454335.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -454355.500000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -454355.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -454366.875000 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -454366.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -454377.000000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -454377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -454385.656250 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -454385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -454390.468750 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -454390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -454393.281250 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -454393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -454396.781250 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -454396.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -454401.968750 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -454402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -454406.812500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -454406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -454406.906250 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -454406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -454409.250000 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -454409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -454413.187500 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -454413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -454415.562500 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -454415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -454417.437500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -454417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -454418.281250 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -454418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -454419.000000 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -454419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -454419.093750 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -454419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -454420.468750 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -454420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -454420.468750 Penalty: 2739.927490
	Iteration 34F: 3 clusters Score -454420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -413801.593750 Penalty: 1348.795532
	Iteration 0F: 2 clusters Score -413801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -410456.187500 Penalty: 2697.591064
	Iteration 0F: 3 clusters Score -410456.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -411304.437500 Penalty: 2697.591064
	Iteration 1F: 3 clusters Score -411304.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411432.281250 Penalty: 2697.591064
	Iteration 2F: 3 clusters Score -411432.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -411522.125000 Penalty: 2697.591064
	Iteration 3Q: 3 clusters Score -411522.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -411605.093750 Penalty: 2697.591064
	Iteration 4Q: 3 clusters Score -411605.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -411670.781250 Penalty: 2697.591064
	Iteration 5Q: 3 clusters Score -411670.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -411720.906250 Penalty: 2697.591064
	Iteration 6Q: 3 clusters Score -411720.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -411758.437500 Penalty: 2697.591064
	Iteration 7Q: 3 clusters Score -411758.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -411797.187500 Penalty: 2697.591064
	Iteration 8Q: 3 clusters Score -411797.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -411844.437500 Penalty: 2697.591064
	Iteration 9Q: 3 clusters Score -411844.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -411887.531250 Penalty: 2697.591064
	Iteration 10Q: 3 clusters Score -411887.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -411925.781250 Penalty: 2697.591064
	Iteration 11Q: 3 clusters Score -411925.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -411968.312500 Penalty: 2697.591064
	Iteration 12Q: 3 clusters Score -411968.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -412009.187500 Penalty: 2697.591064
	Iteration 13Q: 3 clusters Score -412009.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -412049.687500 Penalty: 2697.591064
	Iteration 14Q: 3 clusters Score -412049.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -412091.031250 Penalty: 2697.591064
	Iteration 15Q: 3 clusters Score -412091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -412138.000000 Penalty: 2697.591064
	Iteration 16Q: 3 clusters Score -412138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -412186.968750 Penalty: 2697.591064
	Iteration 17Q: 3 clusters Score -412187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -412228.531250 Penalty: 2697.591064
	Iteration 18Q: 3 clusters Score -412228.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -412259.156250 Penalty: 2697.591064
	Iteration 19Q: 3 clusters Score -412259.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -412288.656250 Penalty: 2697.591064
	Iteration 20F: 3 clusters Score -412288.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -412310.375000 Penalty: 2697.591064
	Iteration 21Q: 3 clusters Score -412310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -412333.250000 Penalty: 2697.591064
	Iteration 22Q: 3 clusters Score -412333.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -412361.718750 Penalty: 2697.591064
	Iteration 23Q: 3 clusters Score -412361.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -412389.062500 Penalty: 2697.591064
	Iteration 24Q: 3 clusters Score -412389.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -412415.812500 Penalty: 2697.591064
	Iteration 25Q: 3 clusters Score -412415.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -412439.531250 Penalty: 2697.591064
	Iteration 26Q: 3 clusters Score -412439.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -412460.093750 Penalty: 2697.591064
	Iteration 27Q: 3 clusters Score -412460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -412474.968750 Penalty: 2697.591064
	Iteration 28Q: 3 clusters Score -412475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -412492.937500 Penalty: 2697.591064
	Iteration 29Q: 3 clusters Score -412492.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -412506.437500 Penalty: 2697.591064
	Iteration 30Q: 3 clusters Score -412506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -412512.437500 Penalty: 2697.591064
	Iteration 31Q: 3 clusters Score -412512.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -412522.437500 Penalty: 2697.591064
	Iteration 32Q: 3 clusters Score -412522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -412532.156250 Penalty: 2697.591064
	Iteration 33Q: 3 clusters Score -412532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -412543.968750 Penalty: 2697.591064
	Iteration 34Q: 3 clusters Score -412544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -412551.500000 Penalty: 2697.591064
	Iteration 35Q: 3 clusters Score -412551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -412555.218750 Penalty: 2697.591064
	Iteration 36Q: 3 clusters Score -412555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -412559.093750 Penalty: 2697.591064
	Iteration 37Q: 3 clusters Score -412559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -412564.187500 Penalty: 2697.591064
	Iteration 38Q: 3 clusters Score -412564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -412566.156250 Penalty: 2697.591064
	Iteration 39Q: 3 clusters Score -412566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -412566.625000 Penalty: 2697.591064
	Iteration 40F: 3 clusters Score -412566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Entering Unmasked Estep 
Score: -4529818.500000 Penalty: 1731.552124
	Iteration 0F: 2 clusters Score -4529818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4501223.500000 Penalty: 3463.104248
	Iteration 0F: 3 clusters Score -4501224 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4512436.500000 Penalty: 3463.104248
	Iteration 1F: 3 clusters Score -4512436 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4512887.000000 Penalty: 3463.104248
	Iteration 2Q: 3 clusters Score -4512887 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4513315.500000 Penalty: 3463.104248
	Iteration 3Q: 3 clusters Score -4513316 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4513856.000000 Penalty: 3463.104248
	Iteration 4Q: 3 clusters Score -4513856 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4514549.500000 Penalty: 3463.104248
	Iteration 5Q: 3 clusters Score -4514550 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4515814.000000 Penalty: 3463.104248
	Iteration 6F: 3 clusters Score -4515814 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4517798.000000 Penalty: 3463.104248
	Iteration 7F: 3 clusters Score -4517798 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4520586.000000 Penalty: 3463.104248
	Iteration 8F: 3 clusters Score -4520586 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4523567.000000 Penalty: 3463.104248
	Iteration 9F: 3 clusters Score -4523567 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4525859.500000 Penalty: 3463.104248
	Iteration 10F: 3 clusters Score -4525860 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4527138.000000 Penalty: 3463.104248
	Iteration 11Q: 3 clusters Score -4527138 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4527733.000000 Penalty: 3463.104248
	Iteration 12Q: 3 clusters Score -4527733 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4527996.500000 Penalty: 3463.104248
	Iteration 13Q: 3 clusters Score -4527996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4528141.000000 Penalty: 3463.104248
	Iteration 14Q: 3 clusters Score -4528141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4528213.500000 Penalty: 3463.104248
	Iteration 15Q: 3 clusters Score -4528214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4528269.000000 Penalty: 3463.104248
	Iteration 16Q: 3 clusters Score -4528269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4528305.500000 Penalty: 3463.104248
	Iteration 17Q: 3 clusters Score -4528306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4528347.500000 Penalty: 3463.104248
	Iteration 18Q: 3 clusters Score -4528348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4528368.500000 Penalty: 3463.104248
	Iteration 19Q: 3 clusters Score -4528368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4528384.500000 Penalty: 3463.104248
	Iteration 20F: 3 clusters Score -4528384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4528407.000000 Penalty: 3463.104248
	Iteration 21Q: 3 clusters Score -4528407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4528410.500000 Penalty: 3463.104248
	Iteration 22Q: 3 clusters Score -4528410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4528417.000000 Penalty: 3463.104248
	Iteration 23Q: 3 clusters Score -4528417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4528439.500000 Penalty: 3463.104248
	Iteration 24Q: 3 clusters Score -4528440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4528441.000000 Penalty: 3463.104248
	Iteration 25Q: 3 clusters Score -4528441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4528443.000000 Penalty: 3463.104248
	Iteration 26Q: 3 clusters Score -4528443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4528443.000000 Penalty: 3463.104248
	Iteration 27Q: 3 clusters Score -4528443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4528445.500000 Penalty: 3463.104248
	Iteration 28Q: 3 clusters Score -4528446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4528447.000000 Penalty: 3463.104248
	Iteration 29Q: 3 clusters Score -4528447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4528448.500000 Penalty: 3463.104248
	Iteration 30Q: 3 clusters Score -4528448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4528449.000000 Penalty: 3463.104248
	Iteration 31Q: 3 clusters Score -4528449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4528453.000000 Penalty: 3463.104248
	Iteration 32Q: 3 clusters Score -4528453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4528451.000000 Penalty: 3463.104248
	Iteration 33Q: 3 clusters Score -4528451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4528451.000000 Penalty: 3463.104248
	Iteration 34Q: 3 clusters Score -4528451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4528452.500000 Penalty: 3463.104248
	Iteration 35Q: 3 clusters Score -4528452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4528449.000000 Penalty: 3463.104248
	Iteration 36Q: 3 clusters Score -4528449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4528449.000000 Penalty: 3463.104248
	Iteration 37F: 3 clusters Score -4528449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 25644 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 17 contains 231608 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 42434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189776.000000 Penalty: 41459.531250
Iteration 39Q: 20 clusters Score -7.018978e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 34079 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 45307 members 
Mstep: Class 5 contains 26874 members 
Mstep: Class 6 contains 970 members 
Mstep: Class 7 contains 19467 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 60947 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 50753 members 
Mstep: Class 13 contains 7754 members 
Mstep: Class 14 contains 40111 members 
Mstep: Class 17 contains 232989 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 4499 members 
Mstep: Class 20 contains 3876 members 
Mstep: Class 21 contains 42234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194816.000000 Penalty: 41459.531250
Iteration 40F: 20 clusters Score -7.019482e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 34102 members 
Mstep: Class 3 contains 47541 members 
Mstep: Class 4 contains 45538 members 
Mstep: Class 5 contains 28004 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 20345 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 61259 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 50682 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 39585 members 
Mstep: Class 17 contains 233642 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 4423 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 41986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197472.000000 Penalty: 41459.531250
Iteration 41Q: 20 clusters Score -7.019747e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 34132 members 
Mstep: Class 3 contains 47482 members 
Mstep: Class 4 contains 45693 members 
Mstep: Class 5 contains 29191 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 21084 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 61523 members 
Mstep: Class 11 contains 708 members 
Mstep: Class 12 contains 50633 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 39044 members 
Mstep: Class 17 contains 234370 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 41684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199096.000000 Penalty: 41459.531250
Iteration 42Q: 20 clusters Score -7.01991e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 47483 members 
Mstep: Class 4 contains 45807 members 
Mstep: Class 5 contains 30392 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 21718 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 61769 members 
Mstep: Class 11 contains 704 members 
Mstep: Class 12 contains 50575 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 38539 members 
Mstep: Class 17 contains 235092 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 41401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200296.000000 Penalty: 41459.531250
Iteration 43Q: 20 clusters Score -7.02003e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 34281 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 45916 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 61965 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 50553 members 
Mstep: Class 13 contains 7404 members 
Mstep: Class 14 contains 38060 members 
Mstep: Class 17 contains 235796 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 41139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201904.000000 Penalty: 41459.531250
Iteration 44Q: 20 clusters Score -7.02019e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 34372 members 
Mstep: Class 3 contains 47536 members 
Mstep: Class 4 contains 46049 members 
Mstep: Class 5 contains 32796 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 22802 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 62153 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 50536 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 37610 members 
Mstep: Class 17 contains 236377 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 40928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202952.000000 Penalty: 41459.531250
Iteration 45Q: 20 clusters Score -7.020295e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 34449 members 
Mstep: Class 3 contains 47558 members 
Mstep: Class 4 contains 46168 members 
Mstep: Class 5 contains 33946 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 23232 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1880 members 
Mstep: Class 10 contains 62318 members 
Mstep: Class 11 contains 707 members 
Mstep: Class 12 contains 50519 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 37214 members 
Mstep: Class 17 contains 236987 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 40738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204144.000000 Penalty: 41459.531250
Iteration 46Q: 20 clusters Score -7.020414e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 34529 members 
Mstep: Class 3 contains 47576 members 
Mstep: Class 4 contains 46279 members 
Mstep: Class 5 contains 34984 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 23596 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1913 members 
Mstep: Class 10 contains 62464 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 50523 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 36887 members 
Mstep: Class 17 contains 237506 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 40556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204632.000000 Penalty: 41459.531250
Iteration 47Q: 20 clusters Score -7.020463e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 34594 members 
Mstep: Class 3 contains 47589 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 36039 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 23924 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 62610 members 
Mstep: Class 11 contains 707 members 
Mstep: Class 12 contains 50533 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 36603 members 
Mstep: Class 17 contains 237838 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 40374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205472.000000 Penalty: 41459.531250
Iteration 48Q: 20 clusters Score -7.020547e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 34635 members 
Mstep: Class 3 contains 47594 members 
Mstep: Class 4 contains 46499 members 
Mstep: Class 5 contains 37028 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24227 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 62757 members 
Mstep: Class 11 contains 707 members 
Mstep: Class 12 contains 50536 members 
Mstep: Class 13 contains 7285 members 
Mstep: Class 14 contains 36372 members 
Mstep: Class 17 contains 238039 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 40196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205976.000000 Penalty: 41459.531250
Iteration 49Q: 20 clusters Score -7.020598e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 34662 members 
Mstep: Class 3 contains 47606 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 24458 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 1968 members 
Mstep: Class 10 contains 62895 members 
Mstep: Class 11 contains 704 members 
Mstep: Class 12 contains 50528 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 36187 members 
Mstep: Class 17 contains 238161 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 3929 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 40026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206736.000000 Penalty: 41459.531250
Iteration 50Q: 20 clusters Score -7.020674e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 34647 members 
Mstep: Class 3 contains 47603 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 38772 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 24662 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 63042 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 50536 members 
Mstep: Class 13 contains 7283 members 
Mstep: Class 14 contains 36066 members 
Mstep: Class 17 contains 238175 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 39880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207232.000000 Penalty: 41459.531250
Iteration 51Q: 20 clusters Score -7.020723e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 34622 members 
Mstep: Class 3 contains 47604 members 
Mstep: Class 4 contains 46741 members 
Mstep: Class 5 contains 39521 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 24830 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 63174 members 
Mstep: Class 11 contains 692 members 
Mstep: Class 12 contains 50543 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 35950 members 
Mstep: Class 17 contains 238234 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 39752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207696.000000 Penalty: 41459.531250
Iteration 52Q: 20 clusters Score -7.02077e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 34600 members 
Mstep: Class 3 contains 47611 members 
Mstep: Class 4 contains 46795 members 
Mstep: Class 5 contains 40183 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 24978 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 63288 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 50549 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35880 members 
Mstep: Class 17 contains 238283 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 39587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208048.000000 Penalty: 41459.531250
Iteration 53Q: 20 clusters Score -7.020805e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 34582 members 
Mstep: Class 3 contains 47616 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 40798 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 25086 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 63360 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 12 contains 50547 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 35808 members 
Mstep: Class 17 contains 238342 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3865 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 39434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208224.000000 Penalty: 41459.531250
Iteration 54Q: 20 clusters Score -7.020822e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 34562 members 
Mstep: Class 3 contains 47626 members 
Mstep: Class 4 contains 46891 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 63414 members 
Mstep: Class 11 contains 680 members 
Mstep: Class 12 contains 50542 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 35735 members 
Mstep: Class 17 contains 238413 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 39295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208160.000000 Penalty: 41459.531250
Iteration 55Q: 20 clusters Score -7.020816e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 34537 members 
Mstep: Class 3 contains 47647 members 
Mstep: Class 4 contains 46941 members 
Mstep: Class 5 contains 41857 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 25254 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 50541 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 35693 members 
Mstep: Class 17 contains 238404 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 39170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208176.000000 Penalty: 41459.531250
Iteration 56Q: 20 clusters Score -7.020818e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 34536 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 42284 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 25338 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 63489 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 50543 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35648 members 
Mstep: Class 17 contains 238381 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 39058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208256.000000 Penalty: 41459.531250
Iteration 57Q: 20 clusters Score -7.020826e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 34527 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 47023 members 
Mstep: Class 5 contains 42660 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 25413 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 63543 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 50551 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35618 members 
Mstep: Class 17 contains 238366 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 38938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208376.000000 Penalty: 41459.531250
Iteration 58Q: 20 clusters Score -7.020838e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 34518 members 
Mstep: Class 3 contains 47664 members 
Mstep: Class 4 contains 47064 members 
Mstep: Class 5 contains 42954 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 25485 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 63584 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 50562 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 17 contains 238342 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 38832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208456.000000 Penalty: 41459.531250
Iteration 59Q: 20 clusters Score -7.020846e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 34500 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 47098 members 
Mstep: Class 5 contains 43224 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 63610 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 50569 members 
Mstep: Class 13 contains 7260 members 
Mstep: Class 14 contains 35579 members 
Mstep: Class 17 contains 238299 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 38755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208416.000000 Penalty: 41459.531250
Iteration 60F: 20 clusters Score -7.020842e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 34477 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 43481 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 63633 members 
Mstep: Class 11 contains 680 members 
Mstep: Class 12 contains 50574 members 
Mstep: Class 13 contains 7258 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 17 contains 238229 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 38677 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -7.020885e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 34470 members 
Mstep: Class 3 contains 47665 members 
Mstep: Class 4 contains 47161 members 
Mstep: Class 5 contains 43691 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 63661 members 
Mstep: Class 11 contains 678 members 
Mstep: Class 12 contains 50585 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 35564 members 
Mstep: Class 17 contains 238132 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 38605 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -7.020901e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 34466 members 
Mstep: Class 3 contains 47663 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 43912 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 25707 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 63693 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 12 contains 50591 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 35567 members 
Mstep: Class 17 contains 238015 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 38541 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -7.020913e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 34456 members 
Mstep: Class 3 contains 47666 members 
Mstep: Class 4 contains 47183 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 25769 members 
Mstep: Class 8 contains 289 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63709 members 
Mstep: Class 11 contains 672 members 
Mstep: Class 12 contains 50597 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 35563 members 
Mstep: Class 17 contains 237925 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38481 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -7.020918e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 34449 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 44297 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 290 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63724 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50597 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 35560 members 
Mstep: Class 17 contains 237829 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38424 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -7.020914e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 34434 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 47212 members 
Mstep: Class 5 contains 44491 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 25875 members 
Mstep: Class 8 contains 294 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63736 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50595 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 35562 members 
Mstep: Class 17 contains 237715 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3809 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38367 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -7.020903e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 34426 members 
Mstep: Class 3 contains 47670 members 
Mstep: Class 4 contains 47237 members 
Mstep: Class 5 contains 44668 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 25932 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63753 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50602 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 35564 members 
Mstep: Class 17 contains 237587 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38318 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -7.020916e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 34427 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 44811 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 25965 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63776 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50611 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 17 contains 237492 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 38269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209264.000000 Penalty: 41459.531250
Iteration 68Q: 20 clusters Score -7.020926e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 34433 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 47300 members 
Mstep: Class 5 contains 44949 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 25986 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63794 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 17 contains 237406 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 3130 members 
Mstep: Class 21 contains 38232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209264.000000 Penalty: 41459.531250
Iteration 69Q: 20 clusters Score -7.020926e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 34432 members 
Mstep: Class 3 contains 47668 members 
Mstep: Class 4 contains 47325 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 26005 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63808 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 50619 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 35575 members 
Mstep: Class 17 contains 237314 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3130 members 
Mstep: Class 21 contains 38187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209336.000000 Penalty: 41459.531250
Iteration 70Q: 20 clusters Score -7.020934e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 34424 members 
Mstep: Class 3 contains 47670 members 
Mstep: Class 4 contains 47345 members 
Mstep: Class 5 contains 45208 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 26039 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 63826 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 50623 members 
Mstep: Class 13 contains 7265 members 
Mstep: Class 14 contains 35578 members 
Mstep: Class 17 contains 237216 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 38155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209432.000000 Penalty: 41459.531250
Iteration 71Q: 20 clusters Score -7.020943e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 34413 members 
Mstep: Class 3 contains 47668 members 
Mstep: Class 4 contains 47368 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 26060 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63844 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 50630 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 17 contains 237120 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 38137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209584.000000 Penalty: 41459.531250
Iteration 72Q: 20 clusters Score -7.020958e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 34406 members 
Mstep: Class 3 contains 47664 members 
Mstep: Class 4 contains 47386 members 
Mstep: Class 5 contains 45426 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63857 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50637 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 35592 members 
Mstep: Class 17 contains 237043 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3804 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 38119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209512.000000 Penalty: 41459.531250
Iteration 73Q: 20 clusters Score -7.020951e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 34395 members 
Mstep: Class 3 contains 47656 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 45533 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 26099 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63860 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50639 members 
Mstep: Class 13 contains 7267 members 
Mstep: Class 14 contains 35596 members 
Mstep: Class 17 contains 236976 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3804 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 38101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209568.000000 Penalty: 41459.531250
Iteration 74Q: 20 clusters Score -7.020957e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 34387 members 
Mstep: Class 3 contains 47656 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 45621 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 26114 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63868 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50640 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 17 contains 236899 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 38086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209568.000000 Penalty: 41459.531250
Iteration 75Q: 20 clusters Score -7.020957e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 34379 members 
Mstep: Class 3 contains 47660 members 
Mstep: Class 4 contains 47418 members 
Mstep: Class 5 contains 45699 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 26131 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63871 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50642 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 17 contains 236838 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 38073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209624.000000 Penalty: 41459.531250
Iteration 76Q: 20 clusters Score -7.020962e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 34376 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 47419 members 
Mstep: Class 5 contains 45760 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 26140 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63874 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50643 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35609 members 
Mstep: Class 17 contains 236810 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 38060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209656.000000 Penalty: 41459.531250
Iteration 77Q: 20 clusters Score -7.020966e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 34373 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 47422 members 
Mstep: Class 5 contains 45821 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 26152 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63876 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50644 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 17 contains 236771 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 38048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209696.000000 Penalty: 41459.531250
Iteration 78Q: 20 clusters Score -7.02097e+07 nChanged 158
Entering ConstructFrom: 
Score: -70209696.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (33293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Entering Unmasked Estep 
Score: -3560106.000000 Penalty: 1692.129150
	Iteration 0F: 2 clusters Score -3560106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3537778.750000 Penalty: 3384.258301
	Iteration 0F: 3 clusters Score -3537779 nChanged 15399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3546170.250000 Penalty: 3384.258301
	Iteration 1F: 3 clusters Score -3546170 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3546644.500000 Penalty: 3384.258301
	Iteration 2Q: 3 clusters Score -3546644 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3547190.000000 Penalty: 3384.258301
	Iteration 3Q: 3 clusters Score -3547190 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3547866.250000 Penalty: 3384.258301
	Iteration 4Q: 3 clusters Score -3547866 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3548660.500000 Penalty: 3384.258301
	Iteration 5Q: 3 clusters Score -3548660 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3549586.500000 Penalty: 3384.258301
	Iteration 6Q: 3 clusters Score -3549586 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3550675.000000 Penalty: 3384.258301
	Iteration 7F: 3 clusters Score -3550675 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3551844.750000 Penalty: 3384.258301
	Iteration 8F: 3 clusters Score -3551845 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3553020.750000 Penalty: 3384.258301
	Iteration 9F: 3 clusters Score -3553021 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3554025.000000 Penalty: 3384.258301
	Iteration 10Q: 3 clusters Score -3554025 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3554815.750000 Penalty: 3384.258301
	Iteration 11Q: 3 clusters Score -3554816 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3555241.000000 Penalty: 3384.258301
	Iteration 12Q: 3 clusters Score -3555241 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3555481.500000 Penalty: 3384.258301
	Iteration 13Q: 3 clusters Score -3555482 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3555641.500000 Penalty: 3384.258301
	Iteration 14Q: 3 clusters Score -3555642 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3555759.250000 Penalty: 3384.258301
	Iteration 15Q: 3 clusters Score -3555759 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3555844.000000 Penalty: 3384.258301
	Iteration 16Q: 3 clusters Score -3555844 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3555916.750000 Penalty: 3384.258301
	Iteration 17Q: 3 clusters Score -3555917 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3555967.000000 Penalty: 3384.258301
	Iteration 18Q: 3 clusters Score -3555967 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3556001.750000 Penalty: 3384.258301
	Iteration 19Q: 3 clusters Score -3556002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3556052.250000 Penalty: 3384.258301
	Iteration 20F: 3 clusters Score -3556052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3556071.500000 Penalty: 3384.258301
	Iteration 21Q: 3 clusters Score -3556072 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3556116.000000 Penalty: 3384.258301
	Iteration 22Q: 3 clusters Score -3556116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3556150.750000 Penalty: 3384.258301
	Iteration 23Q: 3 clusters Score -3556151 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3556183.750000 Penalty: 3384.258301
	Iteration 24Q: 3 clusters Score -3556184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3556207.250000 Penalty: 3384.258301
	Iteration 25Q: 3 clusters Score -3556207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3556234.500000 Penalty: 3384.258301
	Iteration 26Q: 3 clusters Score -3556234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3556265.250000 Penalty: 3384.258301
	Iteration 27Q: 3 clusters Score -3556265 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3556311.000000 Penalty: 3384.258301
	Iteration 28Q: 3 clusters Score -3556311 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3556352.750000 Penalty: 3384.258301
	Iteration 29Q: 3 clusters Score -3556353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3556382.750000 Penalty: 3384.258301
	Iteration 30Q: 3 clusters Score -3556383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3556423.500000 Penalty: 3384.258301
	Iteration 31Q: 3 clusters Score -3556424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3556447.500000 Penalty: 3384.258301
	Iteration 32Q: 3 clusters Score -3556448 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3556485.750000 Penalty: 3384.258301
	Iteration 33Q: 3 clusters Score -3556486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3556508.500000 Penalty: 3384.258301
	Iteration 34Q: 3 clusters Score -3556508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3556529.500000 Penalty: 3384.258301
	Iteration 35Q: 3 clusters Score -3556530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3556548.500000 Penalty: 3384.258301
	Iteration 36Q: 3 clusters Score -3556548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3556578.000000 Penalty: 3384.258301
	Iteration 37Q: 3 clusters Score -3556578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3556594.000000 Penalty: 3384.258301
	Iteration 38Q: 3 clusters Score -3556594 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3556641.500000 Penalty: 3384.258301
	Iteration 39Q: 3 clusters Score -3556642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3556652.000000 Penalty: 3384.258301
	Iteration 40F: 3 clusters Score -3556652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3556677.500000 Penalty: 3384.258301
	Iteration 41Q: 3 clusters Score -3556678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3556701.750000 Penalty: 3384.258301
	Iteration 42Q: 3 clusters Score -3556702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3556724.250000 Penalty: 3384.258301
	Iteration 43Q: 3 clusters Score -3556724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3556761.500000 Penalty: 3384.258301
	Iteration 44Q: 3 clusters Score -3556762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3556806.750000 Penalty: 3384.258301
	Iteration 45Q: 3 clusters Score -3556807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3556858.500000 Penalty: 3384.258301
	Iteration 46Q: 3 clusters Score -3556858 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3556909.500000 Penalty: 3384.258301
	Iteration 47Q: 3 clusters Score -3556910 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3556971.000000 Penalty: 3384.258301
	Iteration 48Q: 3 clusters Score -3556971 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3557002.750000 Penalty: 3384.258301
	Iteration 49Q: 3 clusters Score -3557003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3557058.750000 Penalty: 3384.258301
	Iteration 50Q: 3 clusters Score -3557059 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3557124.000000 Penalty: 3384.258301
	Iteration 51Q: 3 clusters Score -3557124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3557209.500000 Penalty: 3384.258301
	Iteration 52Q: 3 clusters Score -3557210 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3557276.500000 Penalty: 3384.258301
	Iteration 53Q: 3 clusters Score -3557276 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3557357.750000 Penalty: 3384.258301
	Iteration 54Q: 3 clusters Score -3557358 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3557433.750000 Penalty: 3384.258301
	Iteration 55Q: 3 clusters Score -3557434 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3557492.500000 Penalty: 3384.258301
	Iteration 56Q: 3 clusters Score -3557492 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3557530.000000 Penalty: 3384.258301
	Iteration 57Q: 3 clusters Score -3557530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3557590.750000 Penalty: 3384.258301
	Iteration 58Q: 3 clusters Score -3557591 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3557642.750000 Penalty: 3384.258301
	Iteration 59Q: 3 clusters Score -3557643 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3557706.000000 Penalty: 3384.258301
	Iteration 60F: 3 clusters Score -3557706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3557754.250000 Penalty: 3384.258301
	Iteration 61Q: 3 clusters Score -3557754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3557813.500000 Penalty: 3384.258301
	Iteration 62Q: 3 clusters Score -3557814 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3557868.500000 Penalty: 3384.258301
	Iteration 63Q: 3 clusters Score -3557868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3557913.500000 Penalty: 3384.258301
	Iteration 64Q: 3 clusters Score -3557914 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3557968.250000 Penalty: 3384.258301
	Iteration 65Q: 3 clusters Score -3557968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3558021.000000 Penalty: 3384.258301
	Iteration 66Q: 3 clusters Score -3558021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3558085.250000 Penalty: 3384.258301
	Iteration 67Q: 3 clusters Score -3558085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3558131.250000 Penalty: 3384.258301
	Iteration 68Q: 3 clusters Score -3558131 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3558173.750000 Penalty: 3384.258301
	Iteration 69Q: 3 clusters Score -3558174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3558223.000000 Penalty: 3384.258301
	Iteration 70Q: 3 clusters Score -3558223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3558275.500000 Penalty: 3384.258301
	Iteration 71Q: 3 clusters Score -3558276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3558313.000000 Penalty: 3384.258301
	Iteration 72Q: 3 clusters Score -3558313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3558337.500000 Penalty: 3384.258301
	Iteration 73Q: 3 clusters Score -3558338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3558367.750000 Penalty: 3384.258301
	Iteration 74Q: 3 clusters Score -3558368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3558400.000000 Penalty: 3384.258301
	Iteration 75Q: 3 clusters Score -3558400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3558430.000000 Penalty: 3384.258301
	Iteration 76Q: 3 clusters Score -3558430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3558449.500000 Penalty: 3384.258301
	Iteration 77Q: 3 clusters Score -3558450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3558472.500000 Penalty: 3384.258301
	Iteration 78Q: 3 clusters Score -3558472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3558495.500000 Penalty: 3384.258301
	Iteration 79Q: 3 clusters Score -3558496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3558522.000000 Penalty: 3384.258301
	Iteration 80F: 3 clusters Score -3558522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3558540.750000 Penalty: 3384.258301
	Iteration 81Q: 3 clusters Score -3558541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3558542.500000 Penalty: 3384.258301
	Iteration 82Q: 3 clusters Score -3558542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3558560.500000 Penalty: 3384.258301
	Iteration 83Q: 3 clusters Score -3558560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3558576.500000 Penalty: 3384.258301
	Iteration 84Q: 3 clusters Score -3558576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3558586.250000 Penalty: 3384.258301
	Iteration 85Q: 3 clusters Score -3558586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3558595.500000 Penalty: 3384.258301
	Iteration 86Q: 3 clusters Score -3558596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3558613.250000 Penalty: 3384.258301
	Iteration 87Q: 3 clusters Score -3558613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3558611.500000 Penalty: 3384.258301
	Iteration 88Q: 3 clusters Score -3558612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3558620.500000 Penalty: 3384.258301
	Iteration 89Q: 3 clusters Score -3558620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3558625.750000 Penalty: 3384.258301
	Iteration 90Q: 3 clusters Score -3558626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3558631.250000 Penalty: 3384.258301
	Iteration 91Q: 3 clusters Score -3558631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3558638.500000 Penalty: 3384.258301
	Iteration 92Q: 3 clusters Score -3558638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3558645.000000 Penalty: 3384.258301
	Iteration 93Q: 3 clusters Score -3558645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3558649.250000 Penalty: 3384.258301
	Iteration 94Q: 3 clusters Score -3558649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3558653.250000 Penalty: 3384.258301
	Iteration 95Q: 3 clusters Score -3558653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3558655.000000 Penalty: 3384.258301
	Iteration 96Q: 3 clusters Score -3558655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3558659.250000 Penalty: 3384.258301
	Iteration 97Q: 3 clusters Score -3558659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3558660.750000 Penalty: 3384.258301
	Iteration 98Q: 3 clusters Score -3558661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3558662.750000 Penalty: 3384.258301
	Iteration 99Q: 3 clusters Score -3558663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3558666.500000 Penalty: 3384.258301
	Iteration 100F: 3 clusters Score -3558666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3558669.750000 Penalty: 3384.258301
	Iteration 101Q: 3 clusters Score -3558670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3558680.500000 Penalty: 3384.258301
	Iteration 102Q: 3 clusters Score -3558680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3558680.250000 Penalty: 3384.258301
	Iteration 103Q: 3 clusters Score -3558680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3558685.750000 Penalty: 3384.258301
	Iteration 104Q: 3 clusters Score -3558686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3558683.750000 Penalty: 3384.258301
	Iteration 105Q: 3 clusters Score -3558684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3558689.500000 Penalty: 3384.258301
	Iteration 106Q: 3 clusters Score -3558690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3558692.000000 Penalty: 3384.258301
	Iteration 107Q: 3 clusters Score -3558692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3558691.500000 Penalty: 3384.258301
	Iteration 108Q: 3 clusters Score -3558692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3558692.500000 Penalty: 3384.258301
	Iteration 109Q: 3 clusters Score -3558692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3558692.500000 Penalty: 3384.258301
	Iteration 110F: 3 clusters Score -3558692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Entering Unmasked Estep 
Score: -3673857.250000 Penalty: 1697.283813
	Iteration 0F: 2 clusters Score -3673857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3650738.750000 Penalty: 3394.567627
	Iteration 0F: 3 clusters Score -3650739 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3659798.000000 Penalty: 3394.567627
	Iteration 1F: 3 clusters Score -3659798 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3660388.250000 Penalty: 3394.567627
	Iteration 2Q: 3 clusters Score -3660388 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3661238.500000 Penalty: 3394.567627
	Iteration 3F: 3 clusters Score -3661238 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3662526.250000 Penalty: 3394.567627
	Iteration 4F: 3 clusters Score -3662526 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3664458.000000 Penalty: 3394.567627
	Iteration 5F: 3 clusters Score -3664458 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3666703.750000 Penalty: 3394.567627
	Iteration 6F: 3 clusters Score -3666704 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3668642.000000 Penalty: 3394.567627
	Iteration 7F: 3 clusters Score -3668642 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3669954.250000 Penalty: 3394.567627
	Iteration 8Q: 3 clusters Score -3669954 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3670742.750000 Penalty: 3394.567627
	Iteration 9Q: 3 clusters Score -3670743 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -3671207.000000 Penalty: 3394.567627
	Iteration 10Q: 3 clusters Score -3671207 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3671500.250000 Penalty: 3394.567627
	Iteration 11Q: 3 clusters Score -3671500 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3671698.750000 Penalty: 3394.567627
	Iteration 12Q: 3 clusters Score -3671699 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3671828.000000 Penalty: 3394.567627
	Iteration 13Q: 3 clusters Score -3671828 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3671930.500000 Penalty: 3394.567627
	Iteration 14Q: 3 clusters Score -3671930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3672028.750000 Penalty: 3394.567627
	Iteration 15Q: 3 clusters Score -3672029 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -3672097.250000 Penalty: 3394.567627
	Iteration 16Q: 3 clusters Score -3672097 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -3672155.000000 Penalty: 3394.567627
	Iteration 17Q: 3 clusters Score -3672155 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3672212.750000 Penalty: 3394.567627
	Iteration 18Q: 3 clusters Score -3672213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -3672254.250000 Penalty: 3394.567627
	Iteration 19Q: 3 clusters Score -3672254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3672288.750000 Penalty: 3394.567627
	Iteration 20F: 3 clusters Score -3672289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -3672320.750000 Penalty: 3394.567627
	Iteration 21Q: 3 clusters Score -3672321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3672342.000000 Penalty: 3394.567627
	Iteration 22Q: 3 clusters Score -3672342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -3672367.500000 Penalty: 3394.567627
	Iteration 23Q: 3 clusters Score -3672368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -3672385.250000 Penalty: 3394.567627
	Iteration 24Q: 3 clusters Score -3672385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3672403.250000 Penalty: 3394.567627
	Iteration 25Q: 3 clusters Score -3672403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3672419.250000 Penalty: 3394.567627
	Iteration 26Q: 3 clusters Score -3672419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3672430.750000 Penalty: 3394.567627
	Iteration 27Q: 3 clusters Score -3672431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -3672452.250000 Penalty: 3394.567627
	Iteration 28Q: 3 clusters Score -3672452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3672459.250000 Penalty: 3394.567627
	Iteration 29Q: 3 clusters Score -3672459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3672474.500000 Penalty: 3394.567627
	Iteration 30Q: 3 clusters Score -3672474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3672479.250000 Penalty: 3394.567627
	Iteration 31Q: 3 clusters Score -3672479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3672479.750000 Penalty: 3394.567627
	Iteration 32Q: 3 clusters Score -3672480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3672487.500000 Penalty: 3394.567627
	Iteration 33Q: 3 clusters Score -3672488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -3672489.250000 Penalty: 3394.567627
	Iteration 34Q: 3 clusters Score -3672489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3672501.000000 Penalty: 3394.567627
	Iteration 35Q: 3 clusters Score -3672501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3672502.750000 Penalty: 3394.567627
	Iteration 36Q: 3 clusters Score -3672503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3672508.000000 Penalty: 3394.567627
	Iteration 37Q: 3 clusters Score -3672508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3672512.000000 Penalty: 3394.567627
	Iteration 38Q: 3 clusters Score -3672512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -3672516.250000 Penalty: 3394.567627
	Iteration 39Q: 3 clusters Score -3672516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3672516.500000 Penalty: 3394.567627
	Iteration 40F: 3 clusters Score -3672516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3672519.500000 Penalty: 3394.567627
	Iteration 41Q: 3 clusters Score -3672520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3672519.500000 Penalty: 3394.567627
	Iteration 42F: 3 clusters Score -3672520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Entering Unmasked Estep 
Score: -5060861.500000 Penalty: 1750.411621
	Iteration 0F: 2 clusters Score -5060862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5029088.500000 Penalty: 3500.823242
	Iteration 0F: 3 clusters Score -5029088 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5042132.500000 Penalty: 3500.823242
	Iteration 1F: 3 clusters Score -5042132 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -5043278.500000 Penalty: 3500.823242
	Iteration 2F: 3 clusters Score -5043278 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5044936.500000 Penalty: 3500.823242
	Iteration 3F: 3 clusters Score -5044936 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5046965.500000 Penalty: 3500.823242
	Iteration 4F: 3 clusters Score -5046966 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5049167.000000 Penalty: 3500.823242
	Iteration 5F: 3 clusters Score -5049167 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5051152.500000 Penalty: 3500.823242
	Iteration 6F: 3 clusters Score -5051152 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5052829.000000 Penalty: 3500.823242
	Iteration 7F: 3 clusters Score -5052829 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -5054138.500000 Penalty: 3500.823242
	Iteration 8Q: 3 clusters Score -5054138 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5055172.500000 Penalty: 3500.823242
	Iteration 9Q: 3 clusters Score -5055172 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5055920.500000 Penalty: 3500.823242
	Iteration 10Q: 3 clusters Score -5055920 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5056365.500000 Penalty: 3500.823242
	Iteration 11Q: 3 clusters Score -5056366 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5056721.500000 Penalty: 3500.823242
	Iteration 12Q: 3 clusters Score -5056722 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5056988.500000 Penalty: 3500.823242
	Iteration 13Q: 3 clusters Score -5056988 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5057187.500000 Penalty: 3500.823242
	Iteration 14Q: 3 clusters Score -5057188 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -5057368.500000 Penalty: 3500.823242
	Iteration 15Q: 3 clusters Score -5057368 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5057536.000000 Penalty: 3500.823242
	Iteration 16Q: 3 clusters Score -5057536 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5057673.500000 Penalty: 3500.823242
	Iteration 17Q: 3 clusters Score -5057674 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5057836.000000 Penalty: 3500.823242
	Iteration 18Q: 3 clusters Score -5057836 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -5057962.000000 Penalty: 3500.823242
	Iteration 19Q: 3 clusters Score -5057962 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -5058081.500000 Penalty: 3500.823242
	Iteration 20F: 3 clusters Score -5058082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5058237.500000 Penalty: 3500.823242
	Iteration 21Q: 3 clusters Score -5058238 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5058376.500000 Penalty: 3500.823242
	Iteration 22Q: 3 clusters Score -5058376 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5058499.500000 Penalty: 3500.823242
	Iteration 23Q: 3 clusters Score -5058500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5058611.000000 Penalty: 3500.823242
	Iteration 24Q: 3 clusters Score -5058611 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5058723.000000 Penalty: 3500.823242
	Iteration 25Q: 3 clusters Score -5058723 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5058842.000000 Penalty: 3500.823242
	Iteration 26Q: 3 clusters Score -5058842 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5058928.000000 Penalty: 3500.823242
	Iteration 27Q: 3 clusters Score -5058928 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5058996.000000 Penalty: 3500.823242
	Iteration 28Q: 3 clusters Score -5058996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5059050.000000 Penalty: 3500.823242
	Iteration 29Q: 3 clusters Score -5059050 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5059118.500000 Penalty: 3500.823242
	Iteration 30Q: 3 clusters Score -5059118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5059155.000000 Penalty: 3500.823242
	Iteration 31Q: 3 clusters Score -5059155 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5059200.500000 Penalty: 3500.823242
	Iteration 32Q: 3 clusters Score -5059200 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5059257.500000 Penalty: 3500.823242
	Iteration 33Q: 3 clusters Score -5059258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5059278.000000 Penalty: 3500.823242
	Iteration 34Q: 3 clusters Score -5059278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5059295.500000 Penalty: 3500.823242
	Iteration 35Q: 3 clusters Score -5059296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5059316.000000 Penalty: 3500.823242
	Iteration 36Q: 3 clusters Score -5059316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5059320.500000 Penalty: 3500.823242
	Iteration 37Q: 3 clusters Score -5059320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5059356.500000 Penalty: 3500.823242
	Iteration 38Q: 3 clusters Score -5059356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5059365.500000 Penalty: 3500.823242
	Iteration 39Q: 3 clusters Score -5059366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5059377.500000 Penalty: 3500.823242
	Iteration 40F: 3 clusters Score -5059378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5059380.000000 Penalty: 3500.823242
	Iteration 41Q: 3 clusters Score -5059380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5059387.500000 Penalty: 3500.823242
	Iteration 42Q: 3 clusters Score -5059388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5059386.500000 Penalty: 3500.823242
	Iteration 43Q: 3 clusters Score -5059386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5059404.000000 Penalty: 3500.823242
	Iteration 44Q: 3 clusters Score -5059404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5059413.000000 Penalty: 3500.823242
	Iteration 45Q: 3 clusters Score -5059413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5059415.500000 Penalty: 3500.823242
	Iteration 46Q: 3 clusters Score -5059416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5059425.500000 Penalty: 3500.823242
	Iteration 47Q: 3 clusters Score -5059426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5059445.000000 Penalty: 3500.823242
	Iteration 48Q: 3 clusters Score -5059445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5059447.000000 Penalty: 3500.823242
	Iteration 49Q: 3 clusters Score -5059447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5059451.500000 Penalty: 3500.823242
	Iteration 50Q: 3 clusters Score -5059452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5059450.500000 Penalty: 3500.823242
	Iteration 51Q: 3 clusters Score -5059450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5059452.500000 Penalty: 3500.823242
	Iteration 52Q: 3 clusters Score -5059452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5059454.000000 Penalty: 3500.823242
	Iteration 53Q: 3 clusters Score -5059454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5059456.500000 Penalty: 3500.823242
	Iteration 54Q: 3 clusters Score -5059456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5059453.000000 Penalty: 3500.823242
	Iteration 55Q: 3 clusters Score -5059453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5059448.500000 Penalty: 3500.823242
	Iteration 56Q: 3 clusters Score -5059448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5059449.000000 Penalty: 3500.823242
	Iteration 57Q: 3 clusters Score -5059449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5059448.500000 Penalty: 3500.823242
	Iteration 58Q: 3 clusters Score -5059448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5059451.500000 Penalty: 3500.823242
	Iteration 59Q: 3 clusters Score -5059452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5059453.000000 Penalty: 3500.823242
	Iteration 60F: 3 clusters Score -5059453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5059453.500000 Penalty: 3500.823242
	Iteration 61Q: 3 clusters Score -5059454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5059456.000000 Penalty: 3500.823242
	Iteration 62Q: 3 clusters Score -5059456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5059457.500000 Penalty: 3500.823242
	Iteration 63Q: 3 clusters Score -5059458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5059465.500000 Penalty: 3500.823242
	Iteration 64Q: 3 clusters Score -5059466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5059460.000000 Penalty: 3500.823242
	Iteration 65Q: 3 clusters Score -5059460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5059459.500000 Penalty: 3500.823242
	Iteration 66Q: 3 clusters Score -5059460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5059466.500000 Penalty: 3500.823242
	Iteration 67Q: 3 clusters Score -5059466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5059464.500000 Penalty: 3500.823242
	Iteration 68Q: 3 clusters Score -5059464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5059470.000000 Penalty: 3500.823242
	Iteration 69Q: 3 clusters Score -5059470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5059461.500000 Penalty: 3500.823242
	Iteration 70Q: 3 clusters Score -5059462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5059465.000000 Penalty: 3500.823242
	Iteration 71Q: 3 clusters Score -5059465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5059472.500000 Penalty: 3500.823242
	Iteration 72Q: 3 clusters Score -5059472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5059476.000000 Penalty: 3500.823242
	Iteration 73Q: 3 clusters Score -5059476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5059466.000000 Penalty: 3500.823242
	Iteration 74Q: 3 clusters Score -5059466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5059468.500000 Penalty: 3500.823242
	Iteration 75Q: 3 clusters Score -5059468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5059469.000000 Penalty: 3500.823242
	Iteration 76Q: 3 clusters Score -5059469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5059479.500000 Penalty: 3500.823242
	Iteration 77Q: 3 clusters Score -5059480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5059480.500000 Penalty: 3500.823242
	Iteration 78Q: 3 clusters Score -5059480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5059476.000000 Penalty: 3500.823242
	Iteration 79Q: 3 clusters Score -5059476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5059479.500000 Penalty: 3500.823242
	Iteration 80F: 3 clusters Score -5059480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5059472.500000 Penalty: 3500.823242
	Iteration 81Q: 3 clusters Score -5059472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5059479.500000 Penalty: 3500.823242
	Iteration 82Q: 3 clusters Score -5059480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5059477.000000 Penalty: 3500.823242
	Iteration 83Q: 3 clusters Score -5059477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5059479.500000 Penalty: 3500.823242
	Iteration 84Q: 3 clusters Score -5059480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5059478.000000 Penalty: 3500.823242
	Iteration 85Q: 3 clusters Score -5059478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5059480.500000 Penalty: 3500.823242
	Iteration 86Q: 3 clusters Score -5059480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5059477.000000 Penalty: 3500.823242
	Iteration 87Q: 3 clusters Score -5059477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5059476.500000 Penalty: 3500.823242
	Iteration 88Q: 3 clusters Score -5059476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5059476.500000 Penalty: 3500.823242
	Iteration 89Q: 3 clusters Score -5059476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5059480.000000 Penalty: 3500.823242
	Iteration 90Q: 3 clusters Score -5059480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5059480.000000 Penalty: 3500.823242
	Iteration 91F: 3 clusters Score -5059480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Entering Unmasked Estep 
Score: -5062234.000000 Penalty: 1749.618652
	Iteration 0F: 2 clusters Score -5062234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5030450.000000 Penalty: 3499.237305
	Iteration 0F: 3 clusters Score -5030450 nChanged 22232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5043048.500000 Penalty: 3499.237305
	Iteration 1F: 3 clusters Score -5043048 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5043589.500000 Penalty: 3499.237305
	Iteration 2Q: 3 clusters Score -5043590 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5044214.000000 Penalty: 3499.237305
	Iteration 3Q: 3 clusters Score -5044214 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -5044917.500000 Penalty: 3499.237305
	Iteration 4Q: 3 clusters Score -5044918 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5045761.500000 Penalty: 3499.237305
	Iteration 5Q: 3 clusters Score -5045762 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5046810.500000 Penalty: 3499.237305
	Iteration 6Q: 3 clusters Score -5046810 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5048200.000000 Penalty: 3499.237305
	Iteration 7Q: 3 clusters Score -5048200 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5049758.000000 Penalty: 3499.237305
	Iteration 8F: 3 clusters Score -5049758 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5051396.000000 Penalty: 3499.237305
	Iteration 9F: 3 clusters Score -5051396 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5052710.500000 Penalty: 3499.237305
	Iteration 10Q: 3 clusters Score -5052710 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5053554.500000 Penalty: 3499.237305
	Iteration 11Q: 3 clusters Score -5053554 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5054011.000000 Penalty: 3499.237305
	Iteration 12Q: 3 clusters Score -5054011 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5054347.000000 Penalty: 3499.237305
	Iteration 13Q: 3 clusters Score -5054347 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5054562.500000 Penalty: 3499.237305
	Iteration 14Q: 3 clusters Score -5054562 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5054786.000000 Penalty: 3499.237305
	Iteration 15Q: 3 clusters Score -5054786 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -5055050.500000 Penalty: 3499.237305
	Iteration 16Q: 3 clusters Score -5055050 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5055307.500000 Penalty: 3499.237305
	Iteration 17Q: 3 clusters Score -5055308 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5055610.500000 Penalty: 3499.237305
	Iteration 18Q: 3 clusters Score -5055610 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5055918.000000 Penalty: 3499.237305
	Iteration 19Q: 3 clusters Score -5055918 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5056207.500000 Penalty: 3499.237305
	Iteration 20F: 3 clusters Score -5056208 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -5056460.000000 Penalty: 3499.237305
	Iteration 21Q: 3 clusters Score -5056460 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -5056759.500000 Penalty: 3499.237305
	Iteration 22Q: 3 clusters Score -5056760 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5057064.000000 Penalty: 3499.237305
	Iteration 23Q: 3 clusters Score -5057064 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5057372.000000 Penalty: 3499.237305
	Iteration 24Q: 3 clusters Score -5057372 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -5057671.500000 Penalty: 3499.237305
	Iteration 25Q: 3 clusters Score -5057672 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5057980.500000 Penalty: 3499.237305
	Iteration 26Q: 3 clusters Score -5057980 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5058312.000000 Penalty: 3499.237305
	Iteration 27Q: 3 clusters Score -5058312 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5058621.000000 Penalty: 3499.237305
	Iteration 28Q: 3 clusters Score -5058621 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5058940.500000 Penalty: 3499.237305
	Iteration 29Q: 3 clusters Score -5058940 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5059258.500000 Penalty: 3499.237305
	Iteration 30Q: 3 clusters Score -5059258 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5059525.000000 Penalty: 3499.237305
	Iteration 31Q: 3 clusters Score -5059525 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5059769.500000 Penalty: 3499.237305
	Iteration 32Q: 3 clusters Score -5059770 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5059957.000000 Penalty: 3499.237305
	Iteration 33Q: 3 clusters Score -5059957 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5060122.000000 Penalty: 3499.237305
	Iteration 34Q: 3 clusters Score -5060122 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5060285.500000 Penalty: 3499.237305
	Iteration 35Q: 3 clusters Score -5060286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5060389.000000 Penalty: 3499.237305
	Iteration 36Q: 3 clusters Score -5060389 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5060474.000000 Penalty: 3499.237305
	Iteration 37Q: 3 clusters Score -5060474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5060518.500000 Penalty: 3499.237305
	Iteration 38Q: 3 clusters Score -5060518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5060573.000000 Penalty: 3499.237305
	Iteration 39Q: 3 clusters Score -5060573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5060610.000000 Penalty: 3499.237305
	Iteration 40F: 3 clusters Score -5060610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5060629.500000 Penalty: 3499.237305
	Iteration 41Q: 3 clusters Score -5060630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5060645.000000 Penalty: 3499.237305
	Iteration 42Q: 3 clusters Score -5060645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5060658.000000 Penalty: 3499.237305
	Iteration 43Q: 3 clusters Score -5060658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5060683.000000 Penalty: 3499.237305
	Iteration 44Q: 3 clusters Score -5060683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5060685.500000 Penalty: 3499.237305
	Iteration 45Q: 3 clusters Score -5060686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5060691.500000 Penalty: 3499.237305
	Iteration 46Q: 3 clusters Score -5060692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5060696.000000 Penalty: 3499.237305
	Iteration 47Q: 3 clusters Score -5060696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5060698.000000 Penalty: 3499.237305
	Iteration 48Q: 3 clusters Score -5060698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5060704.000000 Penalty: 3499.237305
	Iteration 49Q: 3 clusters Score -5060704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5060712.000000 Penalty: 3499.237305
	Iteration 50Q: 3 clusters Score -5060712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5060713.500000 Penalty: 3499.237305
	Iteration 51Q: 3 clusters Score -5060714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5060717.500000 Penalty: 3499.237305
	Iteration 52Q: 3 clusters Score -5060718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5060719.000000 Penalty: 3499.237305
	Iteration 53Q: 3 clusters Score -5060719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5060722.000000 Penalty: 3499.237305
	Iteration 54Q: 3 clusters Score -5060722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5060723.000000 Penalty: 3499.237305
	Iteration 55Q: 3 clusters Score -5060723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5060732.000000 Penalty: 3499.237305
	Iteration 56Q: 3 clusters Score -5060732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5060732.500000 Penalty: 3499.237305
	Iteration 57Q: 3 clusters Score -5060732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5060734.000000 Penalty: 3499.237305
	Iteration 58Q: 3 clusters Score -5060734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5060738.500000 Penalty: 3499.237305
	Iteration 59Q: 3 clusters Score -5060738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5060738.000000 Penalty: 3499.237305
	Iteration 60F: 3 clusters Score -5060738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5060737.500000 Penalty: 3499.237305
	Iteration 61Q: 3 clusters Score -5060738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5060737.500000 Penalty: 3499.237305
	Iteration 62F: 3 clusters Score -5060738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Entering Unmasked Estep 
Score: -4875035.500000 Penalty: 1744.239990
	Iteration 0F: 2 clusters Score -4875036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4844253.000000 Penalty: 3488.479980
	Iteration 0F: 3 clusters Score -4844253 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4856406.000000 Penalty: 3488.479980
	Iteration 1F: 3 clusters Score -4856406 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4856855.500000 Penalty: 3488.479980
	Iteration 2Q: 3 clusters Score -4856856 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4857282.000000 Penalty: 3488.479980
	Iteration 3Q: 3 clusters Score -4857282 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4857725.500000 Penalty: 3488.479980
	Iteration 4Q: 3 clusters Score -4857726 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4858227.000000 Penalty: 3488.479980
	Iteration 5Q: 3 clusters Score -4858227 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4858846.500000 Penalty: 3488.479980
	Iteration 6Q: 3 clusters Score -4858846 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4859701.000000 Penalty: 3488.479980
	Iteration 7Q: 3 clusters Score -4859701 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4860899.500000 Penalty: 3488.479980
	Iteration 8Q: 3 clusters Score -4860900 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4862541.000000 Penalty: 3488.479980
	Iteration 9F: 3 clusters Score -4862541 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4864613.500000 Penalty: 3488.479980
	Iteration 10F: 3 clusters Score -4864614 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4866650.000000 Penalty: 3488.479980
	Iteration 11F: 3 clusters Score -4866650 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4868056.000000 Penalty: 3488.479980
	Iteration 12Q: 3 clusters Score -4868056 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4868853.000000 Penalty: 3488.479980
	Iteration 13Q: 3 clusters Score -4868853 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4869293.000000 Penalty: 3488.479980
	Iteration 14Q: 3 clusters Score -4869293 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4869625.500000 Penalty: 3488.479980
	Iteration 15Q: 3 clusters Score -4869626 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4869946.500000 Penalty: 3488.479980
	Iteration 16Q: 3 clusters Score -4869946 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4870242.000000 Penalty: 3488.479980
	Iteration 17Q: 3 clusters Score -4870242 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4870477.000000 Penalty: 3488.479980
	Iteration 18Q: 3 clusters Score -4870477 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4870780.500000 Penalty: 3488.479980
	Iteration 19Q: 3 clusters Score -4870780 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4871072.500000 Penalty: 3488.479980
	Iteration 20F: 3 clusters Score -4871072 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4871323.000000 Penalty: 3488.479980
	Iteration 21Q: 3 clusters Score -4871323 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4871578.500000 Penalty: 3488.479980
	Iteration 22Q: 3 clusters Score -4871578 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4871819.000000 Penalty: 3488.479980
	Iteration 23Q: 3 clusters Score -4871819 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4872042.000000 Penalty: 3488.479980
	Iteration 24Q: 3 clusters Score -4872042 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4872230.000000 Penalty: 3488.479980
	Iteration 25Q: 3 clusters Score -4872230 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4872401.000000 Penalty: 3488.479980
	Iteration 26Q: 3 clusters Score -4872401 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4872584.000000 Penalty: 3488.479980
	Iteration 27Q: 3 clusters Score -4872584 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4872766.500000 Penalty: 3488.479980
	Iteration 28Q: 3 clusters Score -4872766 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4872926.000000 Penalty: 3488.479980
	Iteration 29Q: 3 clusters Score -4872926 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4873094.000000 Penalty: 3488.479980
	Iteration 30Q: 3 clusters Score -4873094 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4873231.000000 Penalty: 3488.479980
	Iteration 31Q: 3 clusters Score -4873231 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4873373.500000 Penalty: 3488.479980
	Iteration 32Q: 3 clusters Score -4873374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4873506.500000 Penalty: 3488.479980
	Iteration 33Q: 3 clusters Score -4873506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4873588.500000 Penalty: 3488.479980
	Iteration 34Q: 3 clusters Score -4873588 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4873637.000000 Penalty: 3488.479980
	Iteration 35Q: 3 clusters Score -4873637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4873689.000000 Penalty: 3488.479980
	Iteration 36Q: 3 clusters Score -4873689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4873729.500000 Penalty: 3488.479980
	Iteration 37Q: 3 clusters Score -4873730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4873782.500000 Penalty: 3488.479980
	Iteration 38Q: 3 clusters Score -4873782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4873816.000000 Penalty: 3488.479980
	Iteration 39Q: 3 clusters Score -4873816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4873829.000000 Penalty: 3488.479980
	Iteration 40F: 3 clusters Score -4873829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4873836.500000 Penalty: 3488.479980
	Iteration 41Q: 3 clusters Score -4873836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4873852.000000 Penalty: 3488.479980
	Iteration 42Q: 3 clusters Score -4873852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4873863.000000 Penalty: 3488.479980
	Iteration 43Q: 3 clusters Score -4873863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4873874.000000 Penalty: 3488.479980
	Iteration 44Q: 3 clusters Score -4873874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4873875.000000 Penalty: 3488.479980
	Iteration 45Q: 3 clusters Score -4873875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4873884.500000 Penalty: 3488.479980
	Iteration 46Q: 3 clusters Score -4873884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4873895.500000 Penalty: 3488.479980
	Iteration 47Q: 3 clusters Score -4873896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4873900.500000 Penalty: 3488.479980
	Iteration 48Q: 3 clusters Score -4873900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4873902.500000 Penalty: 3488.479980
	Iteration 49Q: 3 clusters Score -4873902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4873904.500000 Penalty: 3488.479980
	Iteration 50Q: 3 clusters Score -4873904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4873911.000000 Penalty: 3488.479980
	Iteration 51Q: 3 clusters Score -4873911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4873909.000000 Penalty: 3488.479980
	Iteration 52Q: 3 clusters Score -4873909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4873908.000000 Penalty: 3488.479980
	Iteration 53Q: 3 clusters Score -4873908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4873913.000000 Penalty: 3488.479980
	Iteration 54Q: 3 clusters Score -4873913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4873914.500000 Penalty: 3488.479980
	Iteration 55Q: 3 clusters Score -4873914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4873913.500000 Penalty: 3488.479980
	Iteration 56Q: 3 clusters Score -4873914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4873914.500000 Penalty: 3488.479980
	Iteration 57Q: 3 clusters Score -4873914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4873914.000000 Penalty: 3488.479980
	Iteration 58Q: 3 clusters Score -4873914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4873912.500000 Penalty: 3488.479980
	Iteration 59Q: 3 clusters Score -4873912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4873912.500000 Penalty: 3488.479980
	Iteration 60F: 3 clusters Score -4873912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -156312.406250 Penalty: 1192.885742
	Iteration 0F: 2 clusters Score -156312.4 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 773 members 
Entering Unmasked Estep 
Score: -154545.515625 Penalty: 2385.771484
	Iteration 0F: 3 clusters Score -154545.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -154950.156250 Penalty: 2385.771484
	Iteration 1F: 3 clusters Score -154950.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155104.859375 Penalty: 2385.771484
	Iteration 2F: 3 clusters Score -155104.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155202.578125 Penalty: 2385.771484
	Iteration 3F: 3 clusters Score -155202.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155290.343750 Penalty: 2385.771484
	Iteration 4Q: 3 clusters Score -155290.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155346.046875 Penalty: 2385.771484
	Iteration 5Q: 3 clusters Score -155346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155378.843750 Penalty: 2385.771484
	Iteration 6Q: 3 clusters Score -155378.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155404.171875 Penalty: 2385.771484
	Iteration 7Q: 3 clusters Score -155404.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155422.000000 Penalty: 2385.771484
	Iteration 8Q: 3 clusters Score -155422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155430.562500 Penalty: 2385.771484
	Iteration 9Q: 3 clusters Score -155430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155436.656250 Penalty: 2385.771484
	Iteration 10Q: 3 clusters Score -155436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155443.203125 Penalty: 2385.771484
	Iteration 11Q: 3 clusters Score -155443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155449.812500 Penalty: 2385.771484
	Iteration 12Q: 3 clusters Score -155449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -155455.500000 Penalty: 2385.771484
	Iteration 13Q: 3 clusters Score -155455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155458.734375 Penalty: 2385.771484
	Iteration 14Q: 3 clusters Score -155458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155462.156250 Penalty: 2385.771484
	Iteration 15Q: 3 clusters Score -155462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -155468.328125 Penalty: 2385.771484
	Iteration 16Q: 3 clusters Score -155468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155475.468750 Penalty: 2385.771484
	Iteration 17Q: 3 clusters Score -155475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155480.187500 Penalty: 2385.771484
	Iteration 18Q: 3 clusters Score -155480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155484.718750 Penalty: 2385.771484
	Iteration 19Q: 3 clusters Score -155484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155486.406250 Penalty: 2385.771484
	Iteration 20F: 3 clusters Score -155486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155489.234375 Penalty: 2385.771484
	Iteration 21Q: 3 clusters Score -155489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155493.578125 Penalty: 2385.771484
	Iteration 22Q: 3 clusters Score -155493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155498.593750 Penalty: 2385.771484
	Iteration 23Q: 3 clusters Score -155498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155500.484375 Penalty: 2385.771484
	Iteration 24Q: 3 clusters Score -155500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155500.843750 Penalty: 2385.771484
	Iteration 25Q: 3 clusters Score -155500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155501.281250 Penalty: 2385.771484
	Iteration 26Q: 3 clusters Score -155501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155501.843750 Penalty: 2385.771484
	Iteration 27Q: 3 clusters Score -155501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155503.015625 Penalty: 2385.771484
	Iteration 28Q: 3 clusters Score -155503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155504.125000 Penalty: 2385.771484
	Iteration 29Q: 3 clusters Score -155504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155505.312500 Penalty: 2385.771484
	Iteration 30Q: 3 clusters Score -155505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155508.265625 Penalty: 2385.771484
	Iteration 31Q: 3 clusters Score -155508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155510.734375 Penalty: 2385.771484
	Iteration 32Q: 3 clusters Score -155510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155512.343750 Penalty: 2385.771484
	Iteration 33Q: 3 clusters Score -155512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155514.484375 Penalty: 2385.771484
	Iteration 34Q: 3 clusters Score -155514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155516.375000 Penalty: 2385.771484
	Iteration 35Q: 3 clusters Score -155516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -155518.421875 Penalty: 2385.771484
	Iteration 36Q: 3 clusters Score -155518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155521.828125 Penalty: 2385.771484
	Iteration 37Q: 3 clusters Score -155521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155526.078125 Penalty: 2385.771484
	Iteration 38Q: 3 clusters Score -155526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -155529.171875 Penalty: 2385.771484
	Iteration 39Q: 3 clusters Score -155529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155531.656250 Penalty: 2385.771484
	Iteration 40F: 3 clusters Score -155531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155532.078125 Penalty: 2385.771484
	Iteration 41Q: 3 clusters Score -155532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155532.078125 Penalty: 2385.771484
	Iteration 42F: 3 clusters Score -155532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Entering Unmasked Estep 
Score: -2798428.750000 Penalty: 1652.972778
	Iteration 0F: 2 clusters Score -2798429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2780691.000000 Penalty: 3305.945557
	Iteration 0F: 3 clusters Score -2780691 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2787354.750000 Penalty: 3305.945557
	Iteration 1F: 3 clusters Score -2787355 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2787789.750000 Penalty: 3305.945557
	Iteration 2Q: 3 clusters Score -2787790 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2788230.500000 Penalty: 3305.945557
	Iteration 3Q: 3 clusters Score -2788230 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2788708.000000 Penalty: 3305.945557
	Iteration 4Q: 3 clusters Score -2788708 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2789242.000000 Penalty: 3305.945557
	Iteration 5Q: 3 clusters Score -2789242 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2789880.500000 Penalty: 3305.945557
	Iteration 6Q: 3 clusters Score -2789880 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2790713.750000 Penalty: 3305.945557
	Iteration 7F: 3 clusters Score -2790714 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2791850.750000 Penalty: 3305.945557
	Iteration 8F: 3 clusters Score -2791851 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2792978.250000 Penalty: 3305.945557
	Iteration 9F: 3 clusters Score -2792978 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2793702.000000 Penalty: 3305.945557
	Iteration 10Q: 3 clusters Score -2793702 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2794077.750000 Penalty: 3305.945557
	Iteration 11Q: 3 clusters Score -2794078 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2794262.500000 Penalty: 3305.945557
	Iteration 12Q: 3 clusters Score -2794262 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2794364.000000 Penalty: 3305.945557
	Iteration 13Q: 3 clusters Score -2794364 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2794454.250000 Penalty: 3305.945557
	Iteration 14Q: 3 clusters Score -2794454 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2794515.750000 Penalty: 3305.945557
	Iteration 15Q: 3 clusters Score -2794516 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2794566.000000 Penalty: 3305.945557
	Iteration 16Q: 3 clusters Score -2794566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2794621.000000 Penalty: 3305.945557
	Iteration 17Q: 3 clusters Score -2794621 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2794672.750000 Penalty: 3305.945557
	Iteration 18Q: 3 clusters Score -2794673 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2794718.500000 Penalty: 3305.945557
	Iteration 19Q: 3 clusters Score -2794718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2794764.000000 Penalty: 3305.945557
	Iteration 20F: 3 clusters Score -2794764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2794806.750000 Penalty: 3305.945557
	Iteration 21Q: 3 clusters Score -2794807 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2794865.500000 Penalty: 3305.945557
	Iteration 22Q: 3 clusters Score -2794866 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2794931.000000 Penalty: 3305.945557
	Iteration 23Q: 3 clusters Score -2794931 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2794990.500000 Penalty: 3305.945557
	Iteration 24Q: 3 clusters Score -2794990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2795046.750000 Penalty: 3305.945557
	Iteration 25Q: 3 clusters Score -2795047 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2795104.750000 Penalty: 3305.945557
	Iteration 26Q: 3 clusters Score -2795105 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2795170.250000 Penalty: 3305.945557
	Iteration 27Q: 3 clusters Score -2795170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2795256.500000 Penalty: 3305.945557
	Iteration 28Q: 3 clusters Score -2795256 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2795344.500000 Penalty: 3305.945557
	Iteration 29Q: 3 clusters Score -2795344 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2795422.500000 Penalty: 3305.945557
	Iteration 30Q: 3 clusters Score -2795422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2795491.500000 Penalty: 3305.945557
	Iteration 31Q: 3 clusters Score -2795492 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2795559.000000 Penalty: 3305.945557
	Iteration 32Q: 3 clusters Score -2795559 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2795616.500000 Penalty: 3305.945557
	Iteration 33Q: 3 clusters Score -2795616 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2795670.500000 Penalty: 3305.945557
	Iteration 34Q: 3 clusters Score -2795670 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2795720.250000 Penalty: 3305.945557
	Iteration 35Q: 3 clusters Score -2795720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2795760.000000 Penalty: 3305.945557
	Iteration 36Q: 3 clusters Score -2795760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2795789.250000 Penalty: 3305.945557
	Iteration 37Q: 3 clusters Score -2795789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2795809.250000 Penalty: 3305.945557
	Iteration 38Q: 3 clusters Score -2795809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2795839.000000 Penalty: 3305.945557
	Iteration 39Q: 3 clusters Score -2795839 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2795859.000000 Penalty: 3305.945557
	Iteration 40F: 3 clusters Score -2795859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2795869.250000 Penalty: 3305.945557
	Iteration 41Q: 3 clusters Score -2795869 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2795890.750000 Penalty: 3305.945557
	Iteration 42Q: 3 clusters Score -2795891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2795894.250000 Penalty: 3305.945557
	Iteration 43Q: 3 clusters Score -2795894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2795903.500000 Penalty: 3305.945557
	Iteration 44Q: 3 clusters Score -2795904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2795911.250000 Penalty: 3305.945557
	Iteration 45Q: 3 clusters Score -2795911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2795939.250000 Penalty: 3305.945557
	Iteration 46Q: 3 clusters Score -2795939 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2795950.250000 Penalty: 3305.945557
	Iteration 47Q: 3 clusters Score -2795950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2795957.500000 Penalty: 3305.945557
	Iteration 48Q: 3 clusters Score -2795958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2795962.750000 Penalty: 3305.945557
	Iteration 49Q: 3 clusters Score -2795963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2795969.000000 Penalty: 3305.945557
	Iteration 50Q: 3 clusters Score -2795969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2795979.750000 Penalty: 3305.945557
	Iteration 51Q: 3 clusters Score -2795980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2795984.000000 Penalty: 3305.945557
	Iteration 52Q: 3 clusters Score -2795984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2795980.000000 Penalty: 3305.945557
	Iteration 53Q: 3 clusters Score -2795980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2795998.500000 Penalty: 3305.945557
	Iteration 54Q: 3 clusters Score -2795998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2796003.500000 Penalty: 3305.945557
	Iteration 55Q: 3 clusters Score -2796004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2796014.500000 Penalty: 3305.945557
	Iteration 56Q: 3 clusters Score -2796014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2796019.750000 Penalty: 3305.945557
	Iteration 57Q: 3 clusters Score -2796020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2796019.250000 Penalty: 3305.945557
	Iteration 58Q: 3 clusters Score -2796019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2796017.250000 Penalty: 3305.945557
	Iteration 59Q: 3 clusters Score -2796017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2796015.750000 Penalty: 3305.945557
	Iteration 60F: 3 clusters Score -2796016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2796018.250000 Penalty: 3305.945557
	Iteration 61Q: 3 clusters Score -2796018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2796008.250000 Penalty: 3305.945557
	Iteration 62Q: 3 clusters Score -2796008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2796025.250000 Penalty: 3305.945557
	Iteration 63Q: 3 clusters Score -2796025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2796027.500000 Penalty: 3305.945557
	Iteration 64Q: 3 clusters Score -2796028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2796029.250000 Penalty: 3305.945557
	Iteration 65Q: 3 clusters Score -2796029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2796029.250000 Penalty: 3305.945557
	Iteration 66Q: 3 clusters Score -2796029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2796034.000000 Penalty: 3305.945557
	Iteration 67Q: 3 clusters Score -2796034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2796027.000000 Penalty: 3305.945557
	Iteration 68Q: 3 clusters Score -2796027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2796034.500000 Penalty: 3305.945557
	Iteration 69Q: 3 clusters Score -2796034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2796030.000000 Penalty: 3305.945557
	Iteration 70Q: 3 clusters Score -2796030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2796036.750000 Penalty: 3305.945557
	Iteration 71Q: 3 clusters Score -2796037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2796039.750000 Penalty: 3305.945557
	Iteration 72Q: 3 clusters Score -2796040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2796042.500000 Penalty: 3305.945557
	Iteration 73Q: 3 clusters Score -2796042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2796043.500000 Penalty: 3305.945557
	Iteration 74Q: 3 clusters Score -2796044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2796045.000000 Penalty: 3305.945557
	Iteration 75Q: 3 clusters Score -2796045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2796053.750000 Penalty: 3305.945557
	Iteration 76Q: 3 clusters Score -2796054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2796054.500000 Penalty: 3305.945557
	Iteration 77Q: 3 clusters Score -2796054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2796061.000000 Penalty: 3305.945557
	Iteration 78Q: 3 clusters Score -2796061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2796061.750000 Penalty: 3305.945557
	Iteration 79Q: 3 clusters Score -2796062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2796057.500000 Penalty: 3305.945557
	Iteration 80F: 3 clusters Score -2796058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2796068.250000 Penalty: 3305.945557
	Iteration 81Q: 3 clusters Score -2796068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2796085.000000 Penalty: 3305.945557
	Iteration 82Q: 3 clusters Score -2796085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2796080.000000 Penalty: 3305.945557
	Iteration 83Q: 3 clusters Score -2796080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2796085.250000 Penalty: 3305.945557
	Iteration 84Q: 3 clusters Score -2796085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2796093.750000 Penalty: 3305.945557
	Iteration 85Q: 3 clusters Score -2796094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2796100.500000 Penalty: 3305.945557
	Iteration 86Q: 3 clusters Score -2796100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2796103.500000 Penalty: 3305.945557
	Iteration 87Q: 3 clusters Score -2796104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2796106.500000 Penalty: 3305.945557
	Iteration 88Q: 3 clusters Score -2796106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2796110.500000 Penalty: 3305.945557
	Iteration 89Q: 3 clusters Score -2796110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2796113.000000 Penalty: 3305.945557
	Iteration 90Q: 3 clusters Score -2796113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2796117.250000 Penalty: 3305.945557
	Iteration 91Q: 3 clusters Score -2796117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2796115.500000 Penalty: 3305.945557
	Iteration 92Q: 3 clusters Score -2796116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2796104.750000 Penalty: 3305.945557
	Iteration 93Q: 3 clusters Score -2796105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2796109.000000 Penalty: 3305.945557
	Iteration 94Q: 3 clusters Score -2796109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2796110.500000 Penalty: 3305.945557
	Iteration 95Q: 3 clusters Score -2796110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2796121.250000 Penalty: 3305.945557
	Iteration 96Q: 3 clusters Score -2796121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2796124.750000 Penalty: 3305.945557
	Iteration 97Q: 3 clusters Score -2796125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2796124.000000 Penalty: 3305.945557
	Iteration 98Q: 3 clusters Score -2796124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2796121.250000 Penalty: 3305.945557
	Iteration 99Q: 3 clusters Score -2796121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2796123.250000 Penalty: 3305.945557
	Iteration 100F: 3 clusters Score -2796123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2796128.500000 Penalty: 3305.945557
	Iteration 101Q: 3 clusters Score -2796128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2796135.000000 Penalty: 3305.945557
	Iteration 102Q: 3 clusters Score -2796135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2796135.500000 Penalty: 3305.945557
	Iteration 103Q: 3 clusters Score -2796136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2796132.750000 Penalty: 3305.945557
	Iteration 104Q: 3 clusters Score -2796133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2796128.750000 Penalty: 3305.945557
	Iteration 105Q: 3 clusters Score -2796129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2796136.500000 Penalty: 3305.945557
	Iteration 106Q: 3 clusters Score -2796136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2796133.750000 Penalty: 3305.945557
	Iteration 107Q: 3 clusters Score -2796134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2796135.250000 Penalty: 3305.945557
	Iteration 108Q: 3 clusters Score -2796135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2796135.750000 Penalty: 3305.945557
	Iteration 109Q: 3 clusters Score -2796136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2796145.000000 Penalty: 3305.945557
	Iteration 110Q: 3 clusters Score -2796145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2796149.500000 Penalty: 3305.945557
	Iteration 111Q: 3 clusters Score -2796150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2796146.250000 Penalty: 3305.945557
	Iteration 112Q: 3 clusters Score -2796146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2796149.000000 Penalty: 3305.945557
	Iteration 113Q: 3 clusters Score -2796149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2796149.500000 Penalty: 3305.945557
	Iteration 114Q: 3 clusters Score -2796150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2796154.500000 Penalty: 3305.945557
	Iteration 115Q: 3 clusters Score -2796154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2796153.750000 Penalty: 3305.945557
	Iteration 116Q: 3 clusters Score -2796154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2796158.250000 Penalty: 3305.945557
	Iteration 117Q: 3 clusters Score -2796158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2796160.000000 Penalty: 3305.945557
	Iteration 118Q: 3 clusters Score -2796160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2796159.000000 Penalty: 3305.945557
	Iteration 119Q: 3 clusters Score -2796159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2796161.500000 Penalty: 3305.945557
	Iteration 120F: 3 clusters Score -2796162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2796159.250000 Penalty: 3305.945557
	Iteration 121Q: 3 clusters Score -2796159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2796161.250000 Penalty: 3305.945557
	Iteration 122Q: 3 clusters Score -2796161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2796161.500000 Penalty: 3305.945557
	Iteration 123Q: 3 clusters Score -2796162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2796157.750000 Penalty: 3305.945557
	Iteration 124Q: 3 clusters Score -2796158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2796156.750000 Penalty: 3305.945557
	Iteration 125Q: 3 clusters Score -2796157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2796158.500000 Penalty: 3305.945557
	Iteration 126Q: 3 clusters Score -2796158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2796158.750000 Penalty: 3305.945557
	Iteration 127Q: 3 clusters Score -2796159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2796161.250000 Penalty: 3305.945557
	Iteration 128Q: 3 clusters Score -2796161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2796159.000000 Penalty: 3305.945557
	Iteration 129Q: 3 clusters Score -2796159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2796160.250000 Penalty: 3305.945557
	Iteration 130Q: 3 clusters Score -2796160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2796161.000000 Penalty: 3305.945557
	Iteration 131Q: 3 clusters Score -2796161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2796164.000000 Penalty: 3305.945557
	Iteration 132Q: 3 clusters Score -2796164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2796164.500000 Penalty: 3305.945557
	Iteration 133Q: 3 clusters Score -2796164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2796166.000000 Penalty: 3305.945557
	Iteration 134Q: 3 clusters Score -2796166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2796167.500000 Penalty: 3305.945557
	Iteration 135Q: 3 clusters Score -2796168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2796165.500000 Penalty: 3305.945557
	Iteration 136Q: 3 clusters Score -2796166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2796165.500000 Penalty: 3305.945557
	Iteration 137Q: 3 clusters Score -2796166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2796165.250000 Penalty: 3305.945557
	Iteration 138Q: 3 clusters Score -2796165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2796165.750000 Penalty: 3305.945557
	Iteration 139Q: 3 clusters Score -2796166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2796165.750000 Penalty: 3305.945557
	Iteration 140F: 3 clusters Score -2796166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -28494.843750 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -28494.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27705.966797 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -27705.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27838.412109 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -27838.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27854.943359 Penalty: 1861.225464
	Iteration 2Q: 3 clusters Score -27854.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27855.552734 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -27855.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27856.773438 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -27856.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27856.773438 Penalty: 1861.225464
	Iteration 5F: 3 clusters Score -27856.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -196340.062500 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -196340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -194237.078125 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -194237.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -194698.078125 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -194698.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -194822.421875 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -194822.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194905.078125 Penalty: 2474.651367
	Iteration 3F: 3 clusters Score -194905.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -194974.750000 Penalty: 2474.651367
	Iteration 4Q: 3 clusters Score -194974.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -195010.156250 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -195010.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -195042.171875 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -195042.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -195079.828125 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -195079.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -195115.187500 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -195115.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -195139.265625 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -195139.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -195156.328125 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -195156.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -195175.531250 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -195175.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195190.375000 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -195190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -195210.718750 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -195210.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -195238.546875 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -195238.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -195254.046875 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -195254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -195272.453125 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -195272.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -195296.734375 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -195296.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -195328.437500 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -195328.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -195365.953125 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -195366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -195387.593750 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -195387.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -195402.875000 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -195402.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -195417.875000 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -195417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -195433.406250 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -195433.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -195448.015625 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -195448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -195460.937500 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -195460.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -195477.890625 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -195477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -195504.843750 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -195504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -195526.687500 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -195526.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -195544.921875 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -195544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -195561.703125 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -195561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -195579.078125 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -195579.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -195592.656250 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -195592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195603.859375 Penalty: 2474.651367
	Iteration 33Q: 3 clusters Score -195603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -195610.484375 Penalty: 2474.651367
	Iteration 34Q: 3 clusters Score -195610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -195615.437500 Penalty: 2474.651367
	Iteration 35Q: 3 clusters Score -195615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -195618.453125 Penalty: 2474.651367
	Iteration 36Q: 3 clusters Score -195618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195618.796875 Penalty: 2474.651367
	Iteration 37Q: 3 clusters Score -195618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195618.796875 Penalty: 2474.651367
	Iteration 38F: 3 clusters Score -195618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Entering Unmasked Estep 
Score: -6827793.000000 Penalty: 1798.005981
	Iteration 0F: 2 clusters Score -6827793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -6785159.000000 Penalty: 3596.011963
	Iteration 0F: 3 clusters Score -6785159 nChanged 30170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -6802132.000000 Penalty: 3596.011963
	Iteration 1F: 3 clusters Score -6802132 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -6802719.000000 Penalty: 3596.011963
	Iteration 2Q: 3 clusters Score -6802719 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -6803482.000000 Penalty: 3596.011963
	Iteration 3Q: 3 clusters Score -6803482 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -6804497.000000 Penalty: 3596.011963
	Iteration 4Q: 3 clusters Score -6804497 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6805842.500000 Penalty: 3596.011963
	Iteration 5Q: 3 clusters Score -6805842 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -6807990.000000 Penalty: 3596.011963
	Iteration 6F: 3 clusters Score -6807990 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6811330.500000 Penalty: 3596.011963
	Iteration 7F: 3 clusters Score -6811330 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -6815406.500000 Penalty: 3596.011963
	Iteration 8F: 3 clusters Score -6815406 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6819369.500000 Penalty: 3596.011963
	Iteration 9F: 3 clusters Score -6819370 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -6821942.500000 Penalty: 3596.011963
	Iteration 10Q: 3 clusters Score -6821942 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6823388.000000 Penalty: 3596.011963
	Iteration 11Q: 3 clusters Score -6823388 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6824168.000000 Penalty: 3596.011963
	Iteration 12Q: 3 clusters Score -6824168 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6824708.500000 Penalty: 3596.011963
	Iteration 13Q: 3 clusters Score -6824708 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6825148.500000 Penalty: 3596.011963
	Iteration 14Q: 3 clusters Score -6825148 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6825527.500000 Penalty: 3596.011963
	Iteration 15Q: 3 clusters Score -6825528 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6825816.000000 Penalty: 3596.011963
	Iteration 16Q: 3 clusters Score -6825816 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6826049.500000 Penalty: 3596.011963
	Iteration 17Q: 3 clusters Score -6826050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6826250.000000 Penalty: 3596.011963
	Iteration 18Q: 3 clusters Score -6826250 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6826457.500000 Penalty: 3596.011963
	Iteration 19Q: 3 clusters Score -6826458 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6826630.500000 Penalty: 3596.011963
	Iteration 20F: 3 clusters Score -6826630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6826740.000000 Penalty: 3596.011963
	Iteration 21Q: 3 clusters Score -6826740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6826833.500000 Penalty: 3596.011963
	Iteration 22Q: 3 clusters Score -6826834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6826859.500000 Penalty: 3596.011963
	Iteration 23Q: 3 clusters Score -6826860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6826887.000000 Penalty: 3596.011963
	Iteration 24Q: 3 clusters Score -6826887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6826903.500000 Penalty: 3596.011963
	Iteration 25Q: 3 clusters Score -6826904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6826909.000000 Penalty: 3596.011963
	Iteration 26Q: 3 clusters Score -6826909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6826923.000000 Penalty: 3596.011963
	Iteration 27Q: 3 clusters Score -6826923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6826932.000000 Penalty: 3596.011963
	Iteration 28Q: 3 clusters Score -6826932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6826934.000000 Penalty: 3596.011963
	Iteration 29Q: 3 clusters Score -6826934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6826924.500000 Penalty: 3596.011963
	Iteration 30Q: 3 clusters Score -6826924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6826930.000000 Penalty: 3596.011963
	Iteration 31Q: 3 clusters Score -6826930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6826936.500000 Penalty: 3596.011963
	Iteration 32Q: 3 clusters Score -6826936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6826936.500000 Penalty: 3596.011963
	Iteration 33Q: 3 clusters Score -6826936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6826936.500000 Penalty: 3596.011963
	Iteration 34F: 3 clusters Score -6826936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -62306.648438 Penalty: 1057.189941
	Iteration 0F: 2 clusters Score -62306.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61093.734375 Penalty: 2114.379883
	Iteration 0F: 3 clusters Score -61093.73 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61301.171875 Penalty: 2114.379883
	Iteration 1F: 3 clusters Score -61301.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61355.273438 Penalty: 2114.379883
	Iteration 2F: 3 clusters Score -61355.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61385.296875 Penalty: 2114.379883
	Iteration 3Q: 3 clusters Score -61385.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61403.843750 Penalty: 2114.379883
	Iteration 4Q: 3 clusters Score -61403.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61420.812500 Penalty: 2114.379883
	Iteration 5Q: 3 clusters Score -61420.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61424.625000 Penalty: 2114.379883
	Iteration 6Q: 3 clusters Score -61424.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61425.480469 Penalty: 2114.379883
	Iteration 7Q: 3 clusters Score -61425.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61425.480469 Penalty: 2114.379883
	Iteration 8F: 3 clusters Score -61425.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Entering Unmasked Estep 
Score: -5425288.500000 Penalty: 1760.290527
	Iteration 0F: 2 clusters Score -5425288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -5391366.000000 Penalty: 3520.581055
	Iteration 0F: 3 clusters Score -5391366 nChanged 23757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -5404688.500000 Penalty: 3520.581055
	Iteration 1F: 3 clusters Score -5404688 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -5405160.000000 Penalty: 3520.581055
	Iteration 2Q: 3 clusters Score -5405160 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5405606.000000 Penalty: 3520.581055
	Iteration 3Q: 3 clusters Score -5405606 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5406137.500000 Penalty: 3520.581055
	Iteration 4Q: 3 clusters Score -5406138 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5406654.500000 Penalty: 3520.581055
	Iteration 5Q: 3 clusters Score -5406654 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5407366.500000 Penalty: 3520.581055
	Iteration 6Q: 3 clusters Score -5407366 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5408330.000000 Penalty: 3520.581055
	Iteration 7Q: 3 clusters Score -5408330 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5409652.500000 Penalty: 3520.581055
	Iteration 8Q: 3 clusters Score -5409652 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5411404.000000 Penalty: 3520.581055
	Iteration 9F: 3 clusters Score -5411404 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5413270.500000 Penalty: 3520.581055
	Iteration 10F: 3 clusters Score -5413270 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5414652.000000 Penalty: 3520.581055
	Iteration 11F: 3 clusters Score -5414652 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5415479.500000 Penalty: 3520.581055
	Iteration 12Q: 3 clusters Score -5415480 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5416004.000000 Penalty: 3520.581055
	Iteration 13Q: 3 clusters Score -5416004 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5416426.000000 Penalty: 3520.581055
	Iteration 14Q: 3 clusters Score -5416426 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5416890.500000 Penalty: 3520.581055
	Iteration 15Q: 3 clusters Score -5416890 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5417388.000000 Penalty: 3520.581055
	Iteration 16Q: 3 clusters Score -5417388 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5417889.500000 Penalty: 3520.581055
	Iteration 17Q: 3 clusters Score -5417890 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5418476.000000 Penalty: 3520.581055
	Iteration 18Q: 3 clusters Score -5418476 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5419026.500000 Penalty: 3520.581055
	Iteration 19Q: 3 clusters Score -5419026 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5419592.000000 Penalty: 3520.581055
	Iteration 20F: 3 clusters Score -5419592 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5420174.500000 Penalty: 3520.581055
	Iteration 21Q: 3 clusters Score -5420174 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5420755.000000 Penalty: 3520.581055
	Iteration 22Q: 3 clusters Score -5420755 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -5421289.500000 Penalty: 3520.581055
	Iteration 23Q: 3 clusters Score -5421290 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -5421740.500000 Penalty: 3520.581055
	Iteration 24Q: 3 clusters Score -5421740 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -5422129.000000 Penalty: 3520.581055
	Iteration 25Q: 3 clusters Score -5422129 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5422469.000000 Penalty: 3520.581055
	Iteration 26Q: 3 clusters Score -5422469 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5422762.500000 Penalty: 3520.581055
	Iteration 27Q: 3 clusters Score -5422762 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5423008.500000 Penalty: 3520.581055
	Iteration 28Q: 3 clusters Score -5423008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5423226.500000 Penalty: 3520.581055
	Iteration 29Q: 3 clusters Score -5423226 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -5423402.500000 Penalty: 3520.581055
	Iteration 30Q: 3 clusters Score -5423402 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -5423538.000000 Penalty: 3520.581055
	Iteration 31Q: 3 clusters Score -5423538 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -5423674.000000 Penalty: 3520.581055
	Iteration 32Q: 3 clusters Score -5423674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5423785.500000 Penalty: 3520.581055
	Iteration 33Q: 3 clusters Score -5423786 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5423928.000000 Penalty: 3520.581055
	Iteration 34Q: 3 clusters Score -5423928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5424066.500000 Penalty: 3520.581055
	Iteration 35Q: 3 clusters Score -5424066 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5424147.000000 Penalty: 3520.581055
	Iteration 36Q: 3 clusters Score -5424147 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5424224.500000 Penalty: 3520.581055
	Iteration 37Q: 3 clusters Score -5424224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5424287.000000 Penalty: 3520.581055
	Iteration 38Q: 3 clusters Score -5424287 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5424355.500000 Penalty: 3520.581055
	Iteration 39Q: 3 clusters Score -5424356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5424432.000000 Penalty: 3520.581055
	Iteration 40F: 3 clusters Score -5424432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5424483.500000 Penalty: 3520.581055
	Iteration 41Q: 3 clusters Score -5424484 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5424530.500000 Penalty: 3520.581055
	Iteration 42Q: 3 clusters Score -5424530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5424556.500000 Penalty: 3520.581055
	Iteration 43Q: 3 clusters Score -5424556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5424613.500000 Penalty: 3520.581055
	Iteration 44Q: 3 clusters Score -5424614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5424630.500000 Penalty: 3520.581055
	Iteration 45Q: 3 clusters Score -5424630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5424631.000000 Penalty: 3520.581055
	Iteration 46Q: 3 clusters Score -5424631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5424632.000000 Penalty: 3520.581055
	Iteration 47Q: 3 clusters Score -5424632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5424650.500000 Penalty: 3520.581055
	Iteration 48Q: 3 clusters Score -5424650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5424659.500000 Penalty: 3520.581055
	Iteration 49Q: 3 clusters Score -5424660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5424671.000000 Penalty: 3520.581055
	Iteration 50Q: 3 clusters Score -5424671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5424683.000000 Penalty: 3520.581055
	Iteration 51Q: 3 clusters Score -5424683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5424674.500000 Penalty: 3520.581055
	Iteration 52Q: 3 clusters Score -5424674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5424677.000000 Penalty: 3520.581055
	Iteration 53Q: 3 clusters Score -5424677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5424686.500000 Penalty: 3520.581055
	Iteration 54Q: 3 clusters Score -5424686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5424693.000000 Penalty: 3520.581055
	Iteration 55Q: 3 clusters Score -5424693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5424692.000000 Penalty: 3520.581055
	Iteration 56Q: 3 clusters Score -5424692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5424694.000000 Penalty: 3520.581055
	Iteration 57Q: 3 clusters Score -5424694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5424696.000000 Penalty: 3520.581055
	Iteration 58Q: 3 clusters Score -5424696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5424699.500000 Penalty: 3520.581055
	Iteration 59Q: 3 clusters Score -5424700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5424691.500000 Penalty: 3520.581055
	Iteration 60F: 3 clusters Score -5424692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5424686.000000 Penalty: 3520.581055
	Iteration 61Q: 3 clusters Score -5424686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5424684.000000 Penalty: 3520.581055
	Iteration 62Q: 3 clusters Score -5424684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5424684.000000 Penalty: 3520.581055
	Iteration 63Q: 3 clusters Score -5424684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5424683.500000 Penalty: 3520.581055
	Iteration 64Q: 3 clusters Score -5424684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5424692.000000 Penalty: 3520.581055
	Iteration 65Q: 3 clusters Score -5424692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5424695.000000 Penalty: 3520.581055
	Iteration 66Q: 3 clusters Score -5424695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5424698.500000 Penalty: 3520.581055
	Iteration 67Q: 3 clusters Score -5424698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5424703.500000 Penalty: 3520.581055
	Iteration 68Q: 3 clusters Score -5424704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5424699.500000 Penalty: 3520.581055
	Iteration 69Q: 3 clusters Score -5424700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5424703.500000 Penalty: 3520.581055
	Iteration 70Q: 3 clusters Score -5424704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5424705.500000 Penalty: 3520.581055
	Iteration 71Q: 3 clusters Score -5424706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5424703.000000 Penalty: 3520.581055
	Iteration 72Q: 3 clusters Score -5424703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5424696.500000 Penalty: 3520.581055
	Iteration 73Q: 3 clusters Score -5424696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5424704.500000 Penalty: 3520.581055
	Iteration 74Q: 3 clusters Score -5424704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5424696.500000 Penalty: 3520.581055
	Iteration 75Q: 3 clusters Score -5424696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5424710.000000 Penalty: 3520.581055
	Iteration 76Q: 3 clusters Score -5424710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5424709.500000 Penalty: 3520.581055
	Iteration 77Q: 3 clusters Score -5424710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5424713.000000 Penalty: 3520.581055
	Iteration 78Q: 3 clusters Score -5424713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5424713.500000 Penalty: 3520.581055
	Iteration 79Q: 3 clusters Score -5424714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5424710.500000 Penalty: 3520.581055
	Iteration 80F: 3 clusters Score -5424710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5424715.500000 Penalty: 3520.581055
	Iteration 81Q: 3 clusters Score -5424716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5424721.000000 Penalty: 3520.581055
	Iteration 82Q: 3 clusters Score -5424721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5424726.500000 Penalty: 3520.581055
	Iteration 83Q: 3 clusters Score -5424726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5424737.500000 Penalty: 3520.581055
	Iteration 84Q: 3 clusters Score -5424738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5424749.000000 Penalty: 3520.581055
	Iteration 85Q: 3 clusters Score -5424749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5424754.000000 Penalty: 3520.581055
	Iteration 86Q: 3 clusters Score -5424754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5424750.500000 Penalty: 3520.581055
	Iteration 87Q: 3 clusters Score -5424750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5424751.000000 Penalty: 3520.581055
	Iteration 88Q: 3 clusters Score -5424751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5424751.500000 Penalty: 3520.581055
	Iteration 89Q: 3 clusters Score -5424752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5424750.000000 Penalty: 3520.581055
	Iteration 90Q: 3 clusters Score -5424750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5424750.500000 Penalty: 3520.581055
	Iteration 91Q: 3 clusters Score -5424750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5424757.500000 Penalty: 3520.581055
	Iteration 92Q: 3 clusters Score -5424758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5424762.000000 Penalty: 3520.581055
	Iteration 93Q: 3 clusters Score -5424762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5424755.500000 Penalty: 3520.581055
	Iteration 94Q: 3 clusters Score -5424756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5424753.000000 Penalty: 3520.581055
	Iteration 95Q: 3 clusters Score -5424753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5424756.500000 Penalty: 3520.581055
	Iteration 96Q: 3 clusters Score -5424756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5424753.500000 Penalty: 3520.581055
	Iteration 97Q: 3 clusters Score -5424754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5424756.000000 Penalty: 3520.581055
	Iteration 98Q: 3 clusters Score -5424756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5424754.500000 Penalty: 3520.581055
	Iteration 99Q: 3 clusters Score -5424754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5424754.500000 Penalty: 3520.581055
	Iteration 100F: 3 clusters Score -5424754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -742285.875000 Penalty: 1444.848267
	Iteration 0F: 2 clusters Score -742285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -736805.250000 Penalty: 2889.696533
	Iteration 0F: 3 clusters Score -736805.2 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -738439.500000 Penalty: 2889.696533
	Iteration 1F: 3 clusters Score -738439.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -738700.437500 Penalty: 2889.696533
	Iteration 2F: 3 clusters Score -738700.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -738967.875000 Penalty: 2889.696533
	Iteration 3F: 3 clusters Score -738967.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -739221.437500 Penalty: 2889.696533
	Iteration 4F: 3 clusters Score -739221.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -739454.500000 Penalty: 2889.696533
	Iteration 5Q: 3 clusters Score -739454.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -739680.687500 Penalty: 2889.696533
	Iteration 6Q: 3 clusters Score -739680.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -739876.375000 Penalty: 2889.696533
	Iteration 7Q: 3 clusters Score -739876.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -740021.375000 Penalty: 2889.696533
	Iteration 8Q: 3 clusters Score -740021.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -740133.500000 Penalty: 2889.696533
	Iteration 9Q: 3 clusters Score -740133.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -740217.250000 Penalty: 2889.696533
	Iteration 10Q: 3 clusters Score -740217.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -740286.187500 Penalty: 2889.696533
	Iteration 11Q: 3 clusters Score -740286.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -740335.937500 Penalty: 2889.696533
	Iteration 12Q: 3 clusters Score -740335.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -740369.812500 Penalty: 2889.696533
	Iteration 13Q: 3 clusters Score -740369.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -740391.750000 Penalty: 2889.696533
	Iteration 14Q: 3 clusters Score -740391.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -740407.687500 Penalty: 2889.696533
	Iteration 15Q: 3 clusters Score -740407.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -740419.187500 Penalty: 2889.696533
	Iteration 16Q: 3 clusters Score -740419.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -740428.937500 Penalty: 2889.696533
	Iteration 17Q: 3 clusters Score -740428.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -740442.062500 Penalty: 2889.696533
	Iteration 18Q: 3 clusters Score -740442.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -740459.000000 Penalty: 2889.696533
	Iteration 19Q: 3 clusters Score -740459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -740474.937500 Penalty: 2889.696533
	Iteration 20F: 3 clusters Score -740474.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -740490.562500 Penalty: 2889.696533
	Iteration 21Q: 3 clusters Score -740490.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -740505.750000 Penalty: 2889.696533
	Iteration 22Q: 3 clusters Score -740505.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -740522.062500 Penalty: 2889.696533
	Iteration 23Q: 3 clusters Score -740522.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -740544.000000 Penalty: 2889.696533
	Iteration 24Q: 3 clusters Score -740544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -740567.625000 Penalty: 2889.696533
	Iteration 25Q: 3 clusters Score -740567.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -740588.375000 Penalty: 2889.696533
	Iteration 26Q: 3 clusters Score -740588.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -740607.375000 Penalty: 2889.696533
	Iteration 27Q: 3 clusters Score -740607.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -740627.750000 Penalty: 2889.696533
	Iteration 28Q: 3 clusters Score -740627.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -740648.187500 Penalty: 2889.696533
	Iteration 29Q: 3 clusters Score -740648.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -740664.000000 Penalty: 2889.696533
	Iteration 30Q: 3 clusters Score -740664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -740680.312500 Penalty: 2889.696533
	Iteration 31Q: 3 clusters Score -740680.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -740699.687500 Penalty: 2889.696533
	Iteration 32Q: 3 clusters Score -740699.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -740714.500000 Penalty: 2889.696533
	Iteration 33Q: 3 clusters Score -740714.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -740723.437500 Penalty: 2889.696533
	Iteration 34Q: 3 clusters Score -740723.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -740733.187500 Penalty: 2889.696533
	Iteration 35Q: 3 clusters Score -740733.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -740742.000000 Penalty: 2889.696533
	Iteration 36Q: 3 clusters Score -740742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -740750.687500 Penalty: 2889.696533
	Iteration 37Q: 3 clusters Score -740750.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -740761.875000 Penalty: 2889.696533
	Iteration 38Q: 3 clusters Score -740761.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -740769.312500 Penalty: 2889.696533
	Iteration 39Q: 3 clusters Score -740769.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -740784.125000 Penalty: 2889.696533
	Iteration 40F: 3 clusters Score -740784.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -740802.875000 Penalty: 2889.696533
	Iteration 41Q: 3 clusters Score -740802.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -740813.187500 Penalty: 2889.696533
	Iteration 42Q: 3 clusters Score -740813.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -740829.500000 Penalty: 2889.696533
	Iteration 43Q: 3 clusters Score -740829.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -740844.312500 Penalty: 2889.696533
	Iteration 44Q: 3 clusters Score -740844.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -740858.437500 Penalty: 2889.696533
	Iteration 45Q: 3 clusters Score -740858.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -740873.062500 Penalty: 2889.696533
	Iteration 46Q: 3 clusters Score -740873.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -740887.500000 Penalty: 2889.696533
	Iteration 47Q: 3 clusters Score -740887.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -740902.000000 Penalty: 2889.696533
	Iteration 48Q: 3 clusters Score -740902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -740918.625000 Penalty: 2889.696533
	Iteration 49Q: 3 clusters Score -740918.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -740939.437500 Penalty: 2889.696533
	Iteration 50Q: 3 clusters Score -740939.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -740955.812500 Penalty: 2889.696533
	Iteration 51Q: 3 clusters Score -740955.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -740977.687500 Penalty: 2889.696533
	Iteration 52Q: 3 clusters Score -740977.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -741007.187500 Penalty: 2889.696533
	Iteration 53Q: 3 clusters Score -741007.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -741033.750000 Penalty: 2889.696533
	Iteration 54Q: 3 clusters Score -741033.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -741054.812500 Penalty: 2889.696533
	Iteration 55Q: 3 clusters Score -741054.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -741083.750000 Penalty: 2889.696533
	Iteration 56Q: 3 clusters Score -741083.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -741109.625000 Penalty: 2889.696533
	Iteration 57Q: 3 clusters Score -741109.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -741141.062500 Penalty: 2889.696533
	Iteration 58Q: 3 clusters Score -741141.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -741177.375000 Penalty: 2889.696533
	Iteration 59Q: 3 clusters Score -741177.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -741202.187500 Penalty: 2889.696533
	Iteration 60F: 3 clusters Score -741202.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -741217.625000 Penalty: 2889.696533
	Iteration 61Q: 3 clusters Score -741217.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -741238.125000 Penalty: 2889.696533
	Iteration 62Q: 3 clusters Score -741238.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -741247.187500 Penalty: 2889.696533
	Iteration 63Q: 3 clusters Score -741247.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -741254.250000 Penalty: 2889.696533
	Iteration 64Q: 3 clusters Score -741254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -741260.750000 Penalty: 2889.696533
	Iteration 65Q: 3 clusters Score -741260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -741263.500000 Penalty: 2889.696533
	Iteration 66Q: 3 clusters Score -741263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -741266.312500 Penalty: 2889.696533
	Iteration 67Q: 3 clusters Score -741266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -741269.250000 Penalty: 2889.696533
	Iteration 68Q: 3 clusters Score -741269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -741272.375000 Penalty: 2889.696533
	Iteration 69Q: 3 clusters Score -741272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -741273.125000 Penalty: 2889.696533
	Iteration 70Q: 3 clusters Score -741273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -741273.812500 Penalty: 2889.696533
	Iteration 71Q: 3 clusters Score -741273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -741274.812500 Penalty: 2889.696533
	Iteration 72Q: 3 clusters Score -741274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -741276.937500 Penalty: 2889.696533
	Iteration 73Q: 3 clusters Score -741276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -741279.937500 Penalty: 2889.696533
	Iteration 74Q: 3 clusters Score -741279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -741280.312500 Penalty: 2889.696533
	Iteration 75Q: 3 clusters Score -741280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -741283.062500 Penalty: 2889.696533
	Iteration 76Q: 3 clusters Score -741283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -741283.312500 Penalty: 2889.696533
	Iteration 77Q: 3 clusters Score -741283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -741284.812500 Penalty: 2889.696533
	Iteration 78Q: 3 clusters Score -741284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -741287.562500 Penalty: 2889.696533
	Iteration 79Q: 3 clusters Score -741287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -741288.437500 Penalty: 2889.696533
	Iteration 80F: 3 clusters Score -741288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -741290.375000 Penalty: 2889.696533
	Iteration 81Q: 3 clusters Score -741290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -741291.250000 Penalty: 2889.696533
	Iteration 82Q: 3 clusters Score -741291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -741294.625000 Penalty: 2889.696533
	Iteration 83Q: 3 clusters Score -741294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -741295.375000 Penalty: 2889.696533
	Iteration 84Q: 3 clusters Score -741295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -741295.937500 Penalty: 2889.696533
	Iteration 85Q: 3 clusters Score -741295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -741298.750000 Penalty: 2889.696533
	Iteration 86Q: 3 clusters Score -741298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -741301.500000 Penalty: 2889.696533
	Iteration 87Q: 3 clusters Score -741301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -741300.000000 Penalty: 2889.696533
	Iteration 88Q: 3 clusters Score -741300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -741301.062500 Penalty: 2889.696533
	Iteration 89Q: 3 clusters Score -741301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -741301.062500 Penalty: 2889.696533
	Iteration 90F: 3 clusters Score -741301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Entering Unmasked Estep 
Score: -3648698.750000 Penalty: 1703.052979
	Iteration 0F: 2 clusters Score -3648699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3624852.250000 Penalty: 3406.105957
	Iteration 0F: 3 clusters Score -3624852 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3634157.250000 Penalty: 3406.105957
	Iteration 1F: 3 clusters Score -3634157 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3634585.750000 Penalty: 3406.105957
	Iteration 2Q: 3 clusters Score -3634586 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3635061.000000 Penalty: 3406.105957
	Iteration 3Q: 3 clusters Score -3635061 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3635605.250000 Penalty: 3406.105957
	Iteration 4Q: 3 clusters Score -3635605 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3636340.500000 Penalty: 3406.105957
	Iteration 5Q: 3 clusters Score -3636340 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3637295.000000 Penalty: 3406.105957
	Iteration 6F: 3 clusters Score -3637295 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3638579.000000 Penalty: 3406.105957
	Iteration 7F: 3 clusters Score -3638579 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3640035.000000 Penalty: 3406.105957
	Iteration 8F: 3 clusters Score -3640035 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3641461.250000 Penalty: 3406.105957
	Iteration 9F: 3 clusters Score -3641461 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3642741.250000 Penalty: 3406.105957
	Iteration 10Q: 3 clusters Score -3642741 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3643912.000000 Penalty: 3406.105957
	Iteration 11Q: 3 clusters Score -3643912 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3645036.750000 Penalty: 3406.105957
	Iteration 12Q: 3 clusters Score -3645037 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3646062.500000 Penalty: 3406.105957
	Iteration 13Q: 3 clusters Score -3646062 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3646537.750000 Penalty: 3406.105957
	Iteration 14Q: 3 clusters Score -3646538 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3646735.500000 Penalty: 3406.105957
	Iteration 15Q: 3 clusters Score -3646736 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3646864.000000 Penalty: 3406.105957
	Iteration 16Q: 3 clusters Score -3646864 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -3646958.000000 Penalty: 3406.105957
	Iteration 17Q: 3 clusters Score -3646958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3647031.500000 Penalty: 3406.105957
	Iteration 18Q: 3 clusters Score -3647032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3647093.000000 Penalty: 3406.105957
	Iteration 19Q: 3 clusters Score -3647093 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3647140.750000 Penalty: 3406.105957
	Iteration 20F: 3 clusters Score -3647141 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3647188.000000 Penalty: 3406.105957
	Iteration 21Q: 3 clusters Score -3647188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3647203.250000 Penalty: 3406.105957
	Iteration 22Q: 3 clusters Score -3647203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3647216.750000 Penalty: 3406.105957
	Iteration 23Q: 3 clusters Score -3647217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -3647229.250000 Penalty: 3406.105957
	Iteration 24Q: 3 clusters Score -3647229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3647236.250000 Penalty: 3406.105957
	Iteration 25Q: 3 clusters Score -3647236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3647239.250000 Penalty: 3406.105957
	Iteration 26Q: 3 clusters Score -3647239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -3647227.250000 Penalty: 3406.105957
	Iteration 27Q: 3 clusters Score -3647227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3647234.250000 Penalty: 3406.105957
	Iteration 28Q: 3 clusters Score -3647234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3647242.750000 Penalty: 3406.105957
	Iteration 29Q: 3 clusters Score -3647243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -3647244.500000 Penalty: 3406.105957
	Iteration 30Q: 3 clusters Score -3647244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3647244.750000 Penalty: 3406.105957
	Iteration 31Q: 3 clusters Score -3647245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3647248.750000 Penalty: 3406.105957
	Iteration 32Q: 3 clusters Score -3647249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3647255.000000 Penalty: 3406.105957
	Iteration 33Q: 3 clusters Score -3647255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -3647255.750000 Penalty: 3406.105957
	Iteration 34Q: 3 clusters Score -3647256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3647261.250000 Penalty: 3406.105957
	Iteration 35Q: 3 clusters Score -3647261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3647259.750000 Penalty: 3406.105957
	Iteration 36Q: 3 clusters Score -3647260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3647258.750000 Penalty: 3406.105957
	Iteration 37Q: 3 clusters Score -3647259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3647254.750000 Penalty: 3406.105957
	Iteration 38Q: 3 clusters Score -3647255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3647260.500000 Penalty: 3406.105957
	Iteration 39Q: 3 clusters Score -3647260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3647254.250000 Penalty: 3406.105957
	Iteration 40F: 3 clusters Score -3647254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3647257.750000 Penalty: 3406.105957
	Iteration 41Q: 3 clusters Score -3647258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3647255.500000 Penalty: 3406.105957
	Iteration 42Q: 3 clusters Score -3647256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3647257.750000 Penalty: 3406.105957
	Iteration 43Q: 3 clusters Score -3647258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3647257.750000 Penalty: 3406.105957
	Iteration 44F: 3 clusters Score -3647258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236750 members 
Entering Unmasked Estep 
Score: -24827058.000000 Penalty: 2010.898438
	Iteration 0F: 2 clusters Score -2.482706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118247 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -24679182.000000 Penalty: 4021.796875
	Iteration 0F: 3 clusters Score -2.467918e+07 nChanged 115243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -24746848.000000 Penalty: 4021.796875
	Iteration 1F: 3 clusters Score -2.474685e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 127185 members 
Entering Unmasked Estep 
Score: -24748036.000000 Penalty: 4021.796875
	Iteration 2Q: 3 clusters Score -2.474804e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 132383 members 
Entering Unmasked Estep 
Score: -24749602.000000 Penalty: 4021.796875
	Iteration 3Q: 3 clusters Score -2.47496e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -24752712.000000 Penalty: 4021.796875
	Iteration 4Q: 3 clusters Score -2.475271e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -24758358.000000 Penalty: 4021.796875
	Iteration 5F: 3 clusters Score -2.475836e+07 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -24769552.000000 Penalty: 4021.796875
	Iteration 6F: 3 clusters Score -2.476955e+07 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 191122 members 
Entering Unmasked Estep 
Score: -24788642.000000 Penalty: 4021.796875
	Iteration 7F: 3 clusters Score -2.478864e+07 nChanged 22166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 213284 members 
Entering Unmasked Estep 
Score: -24807756.000000 Penalty: 4021.796875
	Iteration 8F: 3 clusters Score -2.480776e+07 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 228154 members 
Entering Unmasked Estep 
Score: -24819186.000000 Penalty: 4021.796875
	Iteration 9F: 3 clusters Score -2.481919e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 234301 members 
Entering Unmasked Estep 
Score: -24823520.000000 Penalty: 4021.796875
	Iteration 10Q: 3 clusters Score -2.482352e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 235997 members 
Entering Unmasked Estep 
Score: -24824708.000000 Penalty: 4021.796875
	Iteration 11Q: 3 clusters Score -2.482471e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 236418 members 
Entering Unmasked Estep 
Score: -24824976.000000 Penalty: 4021.796875
	Iteration 12Q: 3 clusters Score -2.482498e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236516 members 
Entering Unmasked Estep 
Score: -24825066.000000 Penalty: 4021.796875
	Iteration 13Q: 3 clusters Score -2.482507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236545 members 
Entering Unmasked Estep 
Score: -24825098.000000 Penalty: 4021.796875
	Iteration 14Q: 3 clusters Score -2.48251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236564 members 
Entering Unmasked Estep 
Score: -24825152.000000 Penalty: 4021.796875
	Iteration 15Q: 3 clusters Score -2.482515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236574 members 
Entering Unmasked Estep 
Score: -24825174.000000 Penalty: 4021.796875
	Iteration 16Q: 3 clusters Score -2.482517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236586 members 
Entering Unmasked Estep 
Score: -24825188.000000 Penalty: 4021.796875
	Iteration 17Q: 3 clusters Score -2.482519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 236588 members 
Entering Unmasked Estep 
Score: -24825200.000000 Penalty: 4021.796875
	Iteration 18Q: 3 clusters Score -2.48252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 236590 members 
Entering Unmasked Estep 
Score: -24825216.000000 Penalty: 4021.796875
	Iteration 19Q: 3 clusters Score -2.482522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 236592 members 
Entering Unmasked Estep 
Score: -24825202.000000 Penalty: 4021.796875
	Iteration 20F: 3 clusters Score -2.48252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236594 members 
Entering Unmasked Estep 
Score: -24825226.000000 Penalty: 4021.796875
	Iteration 21Q: 3 clusters Score -2.482523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -24825224.000000 Penalty: 4021.796875
	Iteration 22Q: 3 clusters Score -2.482522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 236596 members 
Entering Unmasked Estep 
Score: -24825224.000000 Penalty: 4021.796875
	Iteration 23Q: 3 clusters Score -2.482522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236597 members 
Entering Unmasked Estep 
Score: -24825230.000000 Penalty: 4021.796875
	Iteration 24Q: 3 clusters Score -2.482523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 236599 members 
Entering Unmasked Estep 
Score: -24825230.000000 Penalty: 4021.796875
	Iteration 25Q: 3 clusters Score -2.482523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236602 members 
Entering Unmasked Estep 
Score: -24825228.000000 Penalty: 4021.796875
	Iteration 26Q: 3 clusters Score -2.482523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236603 members 
Entering Unmasked Estep 
Score: -24825228.000000 Penalty: 4021.796875
	Iteration 27Q: 3 clusters Score -2.482523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 236605 members 
Entering Unmasked Estep 
Score: -24825230.000000 Penalty: 4021.796875
	Iteration 28Q: 3 clusters Score -2.482523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 236605 members 
Entering Unmasked Estep 
Score: -24825230.000000 Penalty: 4021.796875
	Iteration 29F: 3 clusters Score -2.482523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -33123.820312 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -33123.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32247.984375 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -32247.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32420.029297 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -32420.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32550.792969 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -32550.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32619.591797 Penalty: 1949.654419
	Iteration 3F: 3 clusters Score -32619.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32791.183594 Penalty: 1949.654419
	Iteration 4F: 3 clusters Score -32791.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32847.808594 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -32847.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32858.109375 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -32858.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32872.980469 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -32872.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -32879.746094 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -32879.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32881.636719 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -32881.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32881.636719 Penalty: 1949.654419
	Iteration 10F: 3 clusters Score -32881.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -376614.625000 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -376614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -373390.031250 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -373390 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -374202.406250 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -374202.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -374439.312500 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -374439.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -374619.437500 Penalty: 2679.322998
	Iteration 3F: 3 clusters Score -374619.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -374826.187500 Penalty: 2679.322998
	Iteration 4F: 3 clusters Score -374826.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -375053.593750 Penalty: 2679.322998
	Iteration 5F: 3 clusters Score -375053.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375286.656250 Penalty: 2679.322998
	Iteration 6F: 3 clusters Score -375286.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375492.843750 Penalty: 2679.322998
	Iteration 7F: 3 clusters Score -375492.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -375684.187500 Penalty: 2679.322998
	Iteration 8F: 3 clusters Score -375684.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -375874.562500 Penalty: 2679.322998
	Iteration 9F: 3 clusters Score -375874.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -376013.718750 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -376013.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -376104.812500 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -376104.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -376163.875000 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -376163.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -376202.781250 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -376202.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -376226.031250 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -376226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -376239.937500 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -376239.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -376257.343750 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -376257.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -376270.750000 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -376270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -376284.000000 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -376284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -376295.437500 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -376295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -376305.562500 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -376305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -376314.468750 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -376314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -376319.625000 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -376319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -376322.906250 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -376322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -376325.312500 Penalty: 2679.322998
	Iteration 24Q: 3 clusters Score -376325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -376327.468750 Penalty: 2679.322998
	Iteration 25Q: 3 clusters Score -376327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -376330.625000 Penalty: 2679.322998
	Iteration 26Q: 3 clusters Score -376330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -376335.375000 Penalty: 2679.322998
	Iteration 27Q: 3 clusters Score -376335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -376336.250000 Penalty: 2679.322998
	Iteration 28Q: 3 clusters Score -376336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -376336.250000 Penalty: 2679.322998
	Iteration 29F: 3 clusters Score -376336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -319429.531250 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -319429.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -316628.531250 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -316628.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -317329.593750 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -317329.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -317460.750000 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -317460.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -317526.906250 Penalty: 2615.024658
	Iteration 3Q: 3 clusters Score -317526.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -317576.562500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -317576.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -317601.375000 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -317601.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -317621.125000 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -317621.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -317633.218750 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -317633.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -317645.625000 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -317645.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -317658.468750 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -317658.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317668.125000 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -317668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -317675.531250 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -317675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317681.843750 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -317681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -317687.750000 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -317687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -317694.250000 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -317694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -317700.718750 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -317700.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -317708.593750 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -317708.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -317716.187500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -317716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -317721.312500 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -317721.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -317724.500000 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -317724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -317726.968750 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -317727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -317728.687500 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -317728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -317730.468750 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -317730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -317731.187500 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -317731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317732.375000 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -317732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317732.750000 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -317732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -317733.750000 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -317733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -317733.750000 Penalty: 2615.024658
	Iteration 27F: 3 clusters Score -317733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Entering Unmasked Estep 
Score: -4065130.750000 Penalty: 1713.780396
	Iteration 0F: 2 clusters Score -4065131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4039415.750000 Penalty: 3427.560791
	Iteration 0F: 3 clusters Score -4039416 nChanged 17880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4049367.000000 Penalty: 3427.560791
	Iteration 1F: 3 clusters Score -4049367 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4049737.750000 Penalty: 3427.560791
	Iteration 2Q: 3 clusters Score -4049738 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4050031.000000 Penalty: 3427.560791
	Iteration 3Q: 3 clusters Score -4050031 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4050370.500000 Penalty: 3427.560791
	Iteration 4Q: 3 clusters Score -4050370 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4050749.000000 Penalty: 3427.560791
	Iteration 5Q: 3 clusters Score -4050749 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4051283.000000 Penalty: 3427.560791
	Iteration 6Q: 3 clusters Score -4051283 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4052134.750000 Penalty: 3427.560791
	Iteration 7Q: 3 clusters Score -4052135 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4053452.000000 Penalty: 3427.560791
	Iteration 8F: 3 clusters Score -4053452 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4055286.000000 Penalty: 3427.560791
	Iteration 9F: 3 clusters Score -4055286 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4057515.000000 Penalty: 3427.560791
	Iteration 10F: 3 clusters Score -4057515 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4059651.000000 Penalty: 3427.560791
	Iteration 11F: 3 clusters Score -4059651 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4061137.750000 Penalty: 3427.560791
	Iteration 12Q: 3 clusters Score -4061138 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4062118.750000 Penalty: 3427.560791
	Iteration 13Q: 3 clusters Score -4062119 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4062662.250000 Penalty: 3427.560791
	Iteration 14Q: 3 clusters Score -4062662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4062971.250000 Penalty: 3427.560791
	Iteration 15Q: 3 clusters Score -4062971 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4063145.250000 Penalty: 3427.560791
	Iteration 16Q: 3 clusters Score -4063145 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4063256.500000 Penalty: 3427.560791
	Iteration 17Q: 3 clusters Score -4063256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4063327.250000 Penalty: 3427.560791
	Iteration 18Q: 3 clusters Score -4063327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4063405.750000 Penalty: 3427.560791
	Iteration 19Q: 3 clusters Score -4063406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4063470.000000 Penalty: 3427.560791
	Iteration 20F: 3 clusters Score -4063470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4063512.750000 Penalty: 3427.560791
	Iteration 21Q: 3 clusters Score -4063513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4063549.000000 Penalty: 3427.560791
	Iteration 22Q: 3 clusters Score -4063549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4063575.500000 Penalty: 3427.560791
	Iteration 23Q: 3 clusters Score -4063576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4063594.250000 Penalty: 3427.560791
	Iteration 24Q: 3 clusters Score -4063594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4063609.000000 Penalty: 3427.560791
	Iteration 25Q: 3 clusters Score -4063609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4063625.000000 Penalty: 3427.560791
	Iteration 26Q: 3 clusters Score -4063625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4063641.750000 Penalty: 3427.560791
	Iteration 27Q: 3 clusters Score -4063642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4063658.750000 Penalty: 3427.560791
	Iteration 28Q: 3 clusters Score -4063659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4063664.250000 Penalty: 3427.560791
	Iteration 29Q: 3 clusters Score -4063664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4063674.250000 Penalty: 3427.560791
	Iteration 30Q: 3 clusters Score -4063674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4063675.500000 Penalty: 3427.560791
	Iteration 31Q: 3 clusters Score -4063676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4063676.250000 Penalty: 3427.560791
	Iteration 32Q: 3 clusters Score -4063676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4063684.000000 Penalty: 3427.560791
	Iteration 33Q: 3 clusters Score -4063684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4063692.250000 Penalty: 3427.560791
	Iteration 34Q: 3 clusters Score -4063692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4063701.750000 Penalty: 3427.560791
	Iteration 35Q: 3 clusters Score -4063702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4063701.500000 Penalty: 3427.560791
	Iteration 36Q: 3 clusters Score -4063702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4063700.500000 Penalty: 3427.560791
	Iteration 37Q: 3 clusters Score -4063700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4063702.750000 Penalty: 3427.560791
	Iteration 38Q: 3 clusters Score -4063703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4063708.500000 Penalty: 3427.560791
	Iteration 39Q: 3 clusters Score -4063708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4063710.000000 Penalty: 3427.560791
	Iteration 40F: 3 clusters Score -4063710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4063710.250000 Penalty: 3427.560791
	Iteration 41Q: 3 clusters Score -4063710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4063710.250000 Penalty: 3427.560791
	Iteration 42F: 3 clusters Score -4063710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 34366 members 
Mstep: Class 3 contains 47656 members 
Mstep: Class 4 contains 47424 members 
Mstep: Class 5 contains 45880 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63873 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50643 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 17 contains 236750 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 38038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209688.000000 Penalty: 41459.531250
Iteration 79Q: 20 clusters Score -7.020969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 34357 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 47432 members 
Mstep: Class 5 contains 45924 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 26166 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63879 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50644 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 17 contains 236729 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 38032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209728.000000 Penalty: 41459.531250
Iteration 80F: 20 clusters Score -7.020973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 34349 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 47435 members 
Mstep: Class 5 contains 45973 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 63882 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50648 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35610 members 
Mstep: Class 17 contains 236696 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 38019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209712.000000 Penalty: 41459.531250
Iteration 81Q: 20 clusters Score -7.020971e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 34346 members 
Mstep: Class 3 contains 47656 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 46019 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 26186 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63880 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50650 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 17 contains 236662 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 38008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209688.000000 Penalty: 41459.531250
Iteration 82Q: 20 clusters Score -7.020969e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 34343 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 47441 members 
Mstep: Class 5 contains 46069 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 26203 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63878 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50652 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 17 contains 236624 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209728.000000 Penalty: 41459.531250
Iteration 83Q: 20 clusters Score -7.020973e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 34340 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 46127 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 26219 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63877 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50652 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 35616 members 
Mstep: Class 17 contains 236570 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209816.000000 Penalty: 41459.531250
Iteration 84Q: 20 clusters Score -7.020982e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 34341 members 
Mstep: Class 3 contains 47653 members 
Mstep: Class 4 contains 47456 members 
Mstep: Class 5 contains 46179 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 26230 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63874 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50653 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 35620 members 
Mstep: Class 17 contains 236533 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209840.000000 Penalty: 41459.531250
Iteration 85Q: 20 clusters Score -7.020984e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 34337 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 47460 members 
Mstep: Class 5 contains 46235 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 26232 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63874 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50653 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35622 members 
Mstep: Class 17 contains 236510 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209856.000000 Penalty: 41459.531250
Iteration 86Q: 20 clusters Score -7.020986e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 34327 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 47468 members 
Mstep: Class 5 contains 46288 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63878 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 17 contains 236472 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209824.000000 Penalty: 41459.531250
Iteration 87Q: 20 clusters Score -7.020982e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 34315 members 
Mstep: Class 3 contains 47664 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 46335 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 26244 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63882 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 17 contains 236432 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209904.000000 Penalty: 41459.531250
Iteration 88Q: 20 clusters Score -7.02099e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 34311 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 46372 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 26250 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63883 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 17 contains 236407 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209904.000000 Penalty: 41459.531250
Iteration 89Q: 20 clusters Score -7.02099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 34304 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 46407 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 26255 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63882 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 17 contains 236390 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209960.000000 Penalty: 41459.531250
Iteration 90Q: 20 clusters Score -7.020996e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 34297 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 47472 members 
Mstep: Class 5 contains 46437 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 26260 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63883 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35623 members 
Mstep: Class 17 contains 236382 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209968.000000 Penalty: 41459.531250
Iteration 91Q: 20 clusters Score -7.020997e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 46471 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 26261 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63885 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 17 contains 236365 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210000.000000 Penalty: 41459.531250
Iteration 92Q: 20 clusters Score -7.021e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 34297 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 26262 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63890 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 17 contains 236351 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210024.000000 Penalty: 41459.531250
Iteration 93Q: 20 clusters Score -7.021002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 34298 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 47480 members 
Mstep: Class 5 contains 46531 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 26265 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63896 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35628 members 
Mstep: Class 17 contains 236329 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210064.000000 Penalty: 41459.531250
Iteration 94Q: 20 clusters Score -7.021006e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 47483 members 
Mstep: Class 5 contains 46571 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 26265 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63896 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35632 members 
Mstep: Class 17 contains 236306 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210016.000000 Penalty: 41459.531250
Iteration 95Q: 20 clusters Score -7.021002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 46604 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26268 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63896 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35639 members 
Mstep: Class 17 contains 236279 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210048.000000 Penalty: 41459.531250
Iteration 96Q: 20 clusters Score -7.021005e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 34302 members 
Mstep: Class 3 contains 47656 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 46640 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63900 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35641 members 
Mstep: Class 17 contains 236259 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210048.000000 Penalty: 41459.531250
Iteration 97Q: 20 clusters Score -7.021005e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47655 members 
Mstep: Class 4 contains 47493 members 
Mstep: Class 5 contains 46671 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26272 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63904 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35642 members 
Mstep: Class 17 contains 236244 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210160.000000 Penalty: 41459.531250
Iteration 98Q: 20 clusters Score -7.021016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 34300 members 
Mstep: Class 3 contains 47655 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 46698 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26277 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63905 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35647 members 
Mstep: Class 17 contains 236225 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210152.000000 Penalty: 41459.531250
Iteration 99Q: 20 clusters Score -7.021015e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47653 members 
Mstep: Class 4 contains 47493 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26283 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63906 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35648 members 
Mstep: Class 17 contains 236208 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210104.000000 Penalty: 41459.531250
Iteration 100F: 20 clusters Score -7.02101e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 34298 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 47495 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26287 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 63906 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35649 members 
Mstep: Class 17 contains 236187 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210120.000000 Penalty: 41459.531250
Iteration 101Q: 20 clusters Score -7.021012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 26290 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 63905 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35652 members 
Mstep: Class 17 contains 236168 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210112.000000 Penalty: 41459.531250
Iteration 102Q: 20 clusters Score -7.021011e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 34300 members 
Mstep: Class 3 contains 47651 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 46804 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26294 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 63911 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 35655 members 
Mstep: Class 17 contains 236141 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210144.000000 Penalty: 41459.531250
Iteration 103Q: 20 clusters Score -7.021014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 34302 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 46823 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 26301 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 63917 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35656 members 
Mstep: Class 17 contains 236118 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210216.000000 Penalty: 41459.531250
Iteration 104Q: 20 clusters Score -7.021022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 34301 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 46841 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26303 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 63921 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35657 members 
Mstep: Class 17 contains 236111 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 37783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210176.000000 Penalty: 41459.531250
Iteration 105Q: 20 clusters Score -7.021018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 34301 members 
Mstep: Class 3 contains 47649 members 
Mstep: Class 4 contains 47500 members 
Mstep: Class 5 contains 46862 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26307 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 63923 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35658 members 
Mstep: Class 17 contains 236097 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 37777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210232.000000 Penalty: 41459.531250
Iteration 106Q: 20 clusters Score -7.021023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 34302 members 
Mstep: Class 3 contains 47649 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 46877 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26310 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 63924 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35659 members 
Mstep: Class 17 contains 236089 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210248.000000 Penalty: 41459.531250
Iteration 107Q: 20 clusters Score -7.021025e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 34303 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 46894 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26310 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63922 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35661 members 
Mstep: Class 17 contains 236080 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210208.000000 Penalty: 41459.531250
Iteration 108Q: 20 clusters Score -7.021021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 34301 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 47500 members 
Mstep: Class 5 contains 46917 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63925 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35665 members 
Mstep: Class 17 contains 236064 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210192.000000 Penalty: 41459.531250
Iteration 109Q: 20 clusters Score -7.021019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 34300 members 
Mstep: Class 3 contains 47647 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 46940 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63927 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35669 members 
Mstep: Class 17 contains 236050 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210208.000000 Penalty: 41459.531250
Iteration 110Q: 20 clusters Score -7.021021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 46952 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35674 members 
Mstep: Class 17 contains 236036 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210240.000000 Penalty: 41459.531250
Iteration 111Q: 20 clusters Score -7.021024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 34300 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 46963 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63933 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35677 members 
Mstep: Class 17 contains 236019 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210304.000000 Penalty: 41459.531250
Iteration 112Q: 20 clusters Score -7.02103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47647 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46975 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63934 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35678 members 
Mstep: Class 17 contains 236008 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210272.000000 Penalty: 41459.531250
Iteration 113Q: 20 clusters Score -7.021027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 34298 members 
Mstep: Class 3 contains 47646 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46982 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63936 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35679 members 
Mstep: Class 17 contains 236000 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210256.000000 Penalty: 41459.531250
Iteration 114Q: 20 clusters Score -7.021026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46988 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63936 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35683 members 
Mstep: Class 17 contains 235994 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210248.000000 Penalty: 41459.531250
Iteration 115Q: 20 clusters Score -7.021025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63934 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35690 members 
Mstep: Class 17 contains 235986 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210208.000000 Penalty: 41459.531250
Iteration 116Q: 20 clusters Score -7.021021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46997 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63932 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35694 members 
Mstep: Class 17 contains 235982 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210240.000000 Penalty: 41459.531250
Iteration 117Q: 20 clusters Score -7.021024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 46997 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63932 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35695 members 
Mstep: Class 17 contains 235982 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210216.000000 Penalty: 41459.531250
Iteration 118Q: 20 clusters Score -7.021022e+07 nChanged 6
Entering ConstructFrom: 
Score: -70210216.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (32910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Entering Unmasked Estep 
Score: -3519741.750000 Penalty: 1690.249023
	Iteration 0F: 2 clusters Score -3519742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3497551.000000 Penalty: 3380.498047
	Iteration 0F: 3 clusters Score -3497551 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3506062.250000 Penalty: 3380.498047
	Iteration 1F: 3 clusters Score -3506062 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3506598.750000 Penalty: 3380.498047
	Iteration 2Q: 3 clusters Score -3506599 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3507231.250000 Penalty: 3380.498047
	Iteration 3Q: 3 clusters Score -3507231 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3508092.500000 Penalty: 3380.498047
	Iteration 4F: 3 clusters Score -3508092 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3509289.000000 Penalty: 3380.498047
	Iteration 5F: 3 clusters Score -3509289 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3510901.250000 Penalty: 3380.498047
	Iteration 6F: 3 clusters Score -3510901 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3512645.250000 Penalty: 3380.498047
	Iteration 7F: 3 clusters Score -3512645 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3514381.500000 Penalty: 3380.498047
	Iteration 8F: 3 clusters Score -3514382 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3515592.250000 Penalty: 3380.498047
	Iteration 9Q: 3 clusters Score -3515592 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3516334.250000 Penalty: 3380.498047
	Iteration 10Q: 3 clusters Score -3516334 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3516730.250000 Penalty: 3380.498047
	Iteration 11Q: 3 clusters Score -3516730 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3516991.250000 Penalty: 3380.498047
	Iteration 12Q: 3 clusters Score -3516991 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3517153.750000 Penalty: 3380.498047
	Iteration 13Q: 3 clusters Score -3517154 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3517295.000000 Penalty: 3380.498047
	Iteration 14Q: 3 clusters Score -3517295 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3517390.000000 Penalty: 3380.498047
	Iteration 15Q: 3 clusters Score -3517390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3517469.000000 Penalty: 3380.498047
	Iteration 16Q: 3 clusters Score -3517469 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3517556.750000 Penalty: 3380.498047
	Iteration 17Q: 3 clusters Score -3517557 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3517644.000000 Penalty: 3380.498047
	Iteration 18Q: 3 clusters Score -3517644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3517720.000000 Penalty: 3380.498047
	Iteration 19Q: 3 clusters Score -3517720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3517776.500000 Penalty: 3380.498047
	Iteration 20F: 3 clusters Score -3517776 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3517832.250000 Penalty: 3380.498047
	Iteration 21Q: 3 clusters Score -3517832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3517899.500000 Penalty: 3380.498047
	Iteration 22Q: 3 clusters Score -3517900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3517943.750000 Penalty: 3380.498047
	Iteration 23Q: 3 clusters Score -3517944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3517996.000000 Penalty: 3380.498047
	Iteration 24Q: 3 clusters Score -3517996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3518030.000000 Penalty: 3380.498047
	Iteration 25Q: 3 clusters Score -3518030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3518069.000000 Penalty: 3380.498047
	Iteration 26Q: 3 clusters Score -3518069 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3518104.750000 Penalty: 3380.498047
	Iteration 27Q: 3 clusters Score -3518105 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3518143.500000 Penalty: 3380.498047
	Iteration 28Q: 3 clusters Score -3518144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3518171.250000 Penalty: 3380.498047
	Iteration 29Q: 3 clusters Score -3518171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3518198.500000 Penalty: 3380.498047
	Iteration 30Q: 3 clusters Score -3518198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3518215.000000 Penalty: 3380.498047
	Iteration 31Q: 3 clusters Score -3518215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3518226.750000 Penalty: 3380.498047
	Iteration 32Q: 3 clusters Score -3518227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3518227.750000 Penalty: 3380.498047
	Iteration 33Q: 3 clusters Score -3518228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3518246.250000 Penalty: 3380.498047
	Iteration 34Q: 3 clusters Score -3518246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3518257.750000 Penalty: 3380.498047
	Iteration 35Q: 3 clusters Score -3518258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3518274.000000 Penalty: 3380.498047
	Iteration 36Q: 3 clusters Score -3518274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3518298.250000 Penalty: 3380.498047
	Iteration 37Q: 3 clusters Score -3518298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3518300.750000 Penalty: 3380.498047
	Iteration 38Q: 3 clusters Score -3518301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3518321.250000 Penalty: 3380.498047
	Iteration 39Q: 3 clusters Score -3518321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3518328.750000 Penalty: 3380.498047
	Iteration 40F: 3 clusters Score -3518329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3518331.750000 Penalty: 3380.498047
	Iteration 41Q: 3 clusters Score -3518332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3518345.000000 Penalty: 3380.498047
	Iteration 42Q: 3 clusters Score -3518345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3518348.750000 Penalty: 3380.498047
	Iteration 43Q: 3 clusters Score -3518349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3518359.500000 Penalty: 3380.498047
	Iteration 44Q: 3 clusters Score -3518360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3518366.500000 Penalty: 3380.498047
	Iteration 45Q: 3 clusters Score -3518366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3518388.250000 Penalty: 3380.498047
	Iteration 46Q: 3 clusters Score -3518388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3518385.750000 Penalty: 3380.498047
	Iteration 47Q: 3 clusters Score -3518386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3518400.500000 Penalty: 3380.498047
	Iteration 48Q: 3 clusters Score -3518400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3518405.500000 Penalty: 3380.498047
	Iteration 49Q: 3 clusters Score -3518406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3518415.000000 Penalty: 3380.498047
	Iteration 50Q: 3 clusters Score -3518415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3518418.000000 Penalty: 3380.498047
	Iteration 51Q: 3 clusters Score -3518418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3518423.250000 Penalty: 3380.498047
	Iteration 52Q: 3 clusters Score -3518423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3518431.500000 Penalty: 3380.498047
	Iteration 53Q: 3 clusters Score -3518432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3518436.500000 Penalty: 3380.498047
	Iteration 54Q: 3 clusters Score -3518436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3518436.000000 Penalty: 3380.498047
	Iteration 55Q: 3 clusters Score -3518436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3518438.750000 Penalty: 3380.498047
	Iteration 56Q: 3 clusters Score -3518439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3518438.500000 Penalty: 3380.498047
	Iteration 57Q: 3 clusters Score -3518438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3518445.000000 Penalty: 3380.498047
	Iteration 58Q: 3 clusters Score -3518445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3518439.000000 Penalty: 3380.498047
	Iteration 59Q: 3 clusters Score -3518439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3518438.000000 Penalty: 3380.498047
	Iteration 60F: 3 clusters Score -3518438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3518441.250000 Penalty: 3380.498047
	Iteration 61Q: 3 clusters Score -3518441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3518441.250000 Penalty: 3380.498047
	Iteration 62F: 3 clusters Score -3518441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Entering Unmasked Estep 
Score: -3666674.500000 Penalty: 1696.966553
	Iteration 0F: 2 clusters Score -3666674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3643765.750000 Penalty: 3393.933105
	Iteration 0F: 3 clusters Score -3643766 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3652558.000000 Penalty: 3393.933105
	Iteration 1F: 3 clusters Score -3652558 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3653105.750000 Penalty: 3393.933105
	Iteration 2Q: 3 clusters Score -3653106 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3653783.750000 Penalty: 3393.933105
	Iteration 3Q: 3 clusters Score -3653784 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3654715.750000 Penalty: 3393.933105
	Iteration 4F: 3 clusters Score -3654716 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3656004.500000 Penalty: 3393.933105
	Iteration 5F: 3 clusters Score -3656004 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3657579.750000 Penalty: 3393.933105
	Iteration 6F: 3 clusters Score -3657580 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3659605.250000 Penalty: 3393.933105
	Iteration 7F: 3 clusters Score -3659605 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3661487.000000 Penalty: 3393.933105
	Iteration 8F: 3 clusters Score -3661487 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3662894.500000 Penalty: 3393.933105
	Iteration 9Q: 3 clusters Score -3662894 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3663783.250000 Penalty: 3393.933105
	Iteration 10Q: 3 clusters Score -3663783 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3664320.750000 Penalty: 3393.933105
	Iteration 11Q: 3 clusters Score -3664321 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3664625.000000 Penalty: 3393.933105
	Iteration 12Q: 3 clusters Score -3664625 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3664835.500000 Penalty: 3393.933105
	Iteration 13Q: 3 clusters Score -3664836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3664976.250000 Penalty: 3393.933105
	Iteration 14Q: 3 clusters Score -3664976 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3665055.750000 Penalty: 3393.933105
	Iteration 15Q: 3 clusters Score -3665056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3665123.500000 Penalty: 3393.933105
	Iteration 16Q: 3 clusters Score -3665124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3665162.500000 Penalty: 3393.933105
	Iteration 17Q: 3 clusters Score -3665162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3665183.750000 Penalty: 3393.933105
	Iteration 18Q: 3 clusters Score -3665184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3665205.000000 Penalty: 3393.933105
	Iteration 19Q: 3 clusters Score -3665205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3665213.250000 Penalty: 3393.933105
	Iteration 20F: 3 clusters Score -3665213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3665221.500000 Penalty: 3393.933105
	Iteration 21Q: 3 clusters Score -3665222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3665225.000000 Penalty: 3393.933105
	Iteration 22Q: 3 clusters Score -3665225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3665226.250000 Penalty: 3393.933105
	Iteration 23Q: 3 clusters Score -3665226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3665234.750000 Penalty: 3393.933105
	Iteration 24Q: 3 clusters Score -3665235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3665236.500000 Penalty: 3393.933105
	Iteration 25Q: 3 clusters Score -3665236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3665242.750000 Penalty: 3393.933105
	Iteration 26Q: 3 clusters Score -3665243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3665248.750000 Penalty: 3393.933105
	Iteration 27Q: 3 clusters Score -3665249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3665250.250000 Penalty: 3393.933105
	Iteration 28Q: 3 clusters Score -3665250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3665256.000000 Penalty: 3393.933105
	Iteration 29Q: 3 clusters Score -3665256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3665256.750000 Penalty: 3393.933105
	Iteration 30Q: 3 clusters Score -3665257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3665261.000000 Penalty: 3393.933105
	Iteration 31Q: 3 clusters Score -3665261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3665262.750000 Penalty: 3393.933105
	Iteration 32Q: 3 clusters Score -3665263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3665265.000000 Penalty: 3393.933105
	Iteration 33Q: 3 clusters Score -3665265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3665268.500000 Penalty: 3393.933105
	Iteration 34Q: 3 clusters Score -3665268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3665264.000000 Penalty: 3393.933105
	Iteration 35Q: 3 clusters Score -3665264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3665264.000000 Penalty: 3393.933105
	Iteration 36F: 3 clusters Score -3665264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Entering Unmasked Estep 
Score: -5059709.500000 Penalty: 1750.374146
	Iteration 0F: 2 clusters Score -5059710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5027659.500000 Penalty: 3500.748291
	Iteration 0F: 3 clusters Score -5027660 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -5040428.000000 Penalty: 3500.748291
	Iteration 1F: 3 clusters Score -5040428 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5040927.500000 Penalty: 3500.748291
	Iteration 2Q: 3 clusters Score -5040928 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5041659.000000 Penalty: 3500.748291
	Iteration 3Q: 3 clusters Score -5041659 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5042793.000000 Penalty: 3500.748291
	Iteration 4Q: 3 clusters Score -5042793 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5044651.500000 Penalty: 3500.748291
	Iteration 5F: 3 clusters Score -5044652 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5047445.500000 Penalty: 3500.748291
	Iteration 6F: 3 clusters Score -5047446 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -5050634.500000 Penalty: 3500.748291
	Iteration 7F: 3 clusters Score -5050634 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5053397.000000 Penalty: 3500.748291
	Iteration 8F: 3 clusters Score -5053397 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5055380.000000 Penalty: 3500.748291
	Iteration 9Q: 3 clusters Score -5055380 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5056558.500000 Penalty: 3500.748291
	Iteration 10Q: 3 clusters Score -5056558 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5057256.000000 Penalty: 3500.748291
	Iteration 11Q: 3 clusters Score -5057256 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5057709.000000 Penalty: 3500.748291
	Iteration 12Q: 3 clusters Score -5057709 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5057980.000000 Penalty: 3500.748291
	Iteration 13Q: 3 clusters Score -5057980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5058174.500000 Penalty: 3500.748291
	Iteration 14Q: 3 clusters Score -5058174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5058280.000000 Penalty: 3500.748291
	Iteration 15Q: 3 clusters Score -5058280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5058338.000000 Penalty: 3500.748291
	Iteration 16Q: 3 clusters Score -5058338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5058377.500000 Penalty: 3500.748291
	Iteration 17Q: 3 clusters Score -5058378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5058399.000000 Penalty: 3500.748291
	Iteration 18Q: 3 clusters Score -5058399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5058413.500000 Penalty: 3500.748291
	Iteration 19Q: 3 clusters Score -5058414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5058419.500000 Penalty: 3500.748291
	Iteration 20F: 3 clusters Score -5058420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5058428.500000 Penalty: 3500.748291
	Iteration 21Q: 3 clusters Score -5058428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5058429.000000 Penalty: 3500.748291
	Iteration 22Q: 3 clusters Score -5058429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5058436.500000 Penalty: 3500.748291
	Iteration 23Q: 3 clusters Score -5058436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5058443.000000 Penalty: 3500.748291
	Iteration 24Q: 3 clusters Score -5058443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5058437.500000 Penalty: 3500.748291
	Iteration 25Q: 3 clusters Score -5058438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5058436.500000 Penalty: 3500.748291
	Iteration 26Q: 3 clusters Score -5058436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5058439.500000 Penalty: 3500.748291
	Iteration 27Q: 3 clusters Score -5058440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5058439.500000 Penalty: 3500.748291
	Iteration 28F: 3 clusters Score -5058440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Entering Unmasked Estep 
Score: -5069738.500000 Penalty: 1749.861816
	Iteration 0F: 2 clusters Score -5069738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -5037890.500000 Penalty: 3499.723633
	Iteration 0F: 3 clusters Score -5037890 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5050464.500000 Penalty: 3499.723633
	Iteration 1F: 3 clusters Score -5050464 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5051003.500000 Penalty: 3499.723633
	Iteration 2Q: 3 clusters Score -5051004 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5051688.000000 Penalty: 3499.723633
	Iteration 3Q: 3 clusters Score -5051688 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5052679.000000 Penalty: 3499.723633
	Iteration 4Q: 3 clusters Score -5052679 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -5054340.500000 Penalty: 3499.723633
	Iteration 5F: 3 clusters Score -5054340 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5056950.000000 Penalty: 3499.723633
	Iteration 6F: 3 clusters Score -5056950 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5060392.500000 Penalty: 3499.723633
	Iteration 7F: 3 clusters Score -5060392 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5063627.500000 Penalty: 3499.723633
	Iteration 8F: 3 clusters Score -5063628 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5065860.000000 Penalty: 3499.723633
	Iteration 9F: 3 clusters Score -5065860 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -5067108.000000 Penalty: 3499.723633
	Iteration 10Q: 3 clusters Score -5067108 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5067704.000000 Penalty: 3499.723633
	Iteration 11Q: 3 clusters Score -5067704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -5067913.000000 Penalty: 3499.723633
	Iteration 12Q: 3 clusters Score -5067913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -5068038.500000 Penalty: 3499.723633
	Iteration 13Q: 3 clusters Score -5068038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -5068096.000000 Penalty: 3499.723633
	Iteration 14Q: 3 clusters Score -5068096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -5068125.000000 Penalty: 3499.723633
	Iteration 15Q: 3 clusters Score -5068125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -5068152.500000 Penalty: 3499.723633
	Iteration 16Q: 3 clusters Score -5068152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5068158.000000 Penalty: 3499.723633
	Iteration 17Q: 3 clusters Score -5068158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5068160.500000 Penalty: 3499.723633
	Iteration 18Q: 3 clusters Score -5068160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -5068167.500000 Penalty: 3499.723633
	Iteration 19Q: 3 clusters Score -5068168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5068172.000000 Penalty: 3499.723633
	Iteration 20F: 3 clusters Score -5068172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5068173.000000 Penalty: 3499.723633
	Iteration 21Q: 3 clusters Score -5068173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5068180.500000 Penalty: 3499.723633
	Iteration 22Q: 3 clusters Score -5068180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5068182.500000 Penalty: 3499.723633
	Iteration 23Q: 3 clusters Score -5068182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -5068187.000000 Penalty: 3499.723633
	Iteration 24Q: 3 clusters Score -5068187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -5068194.000000 Penalty: 3499.723633
	Iteration 25Q: 3 clusters Score -5068194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -5068192.500000 Penalty: 3499.723633
	Iteration 26Q: 3 clusters Score -5068192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5068196.500000 Penalty: 3499.723633
	Iteration 27Q: 3 clusters Score -5068196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5068196.500000 Penalty: 3499.723633
	Iteration 28F: 3 clusters Score -5068196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Entering Unmasked Estep 
Score: -4992570.500000 Penalty: 1748.152222
	Iteration 0F: 2 clusters Score -4992570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4961227.000000 Penalty: 3496.304443
	Iteration 0F: 3 clusters Score -4961227 nChanged 21995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4973536.000000 Penalty: 3496.304443
	Iteration 1F: 3 clusters Score -4973536 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4974264.500000 Penalty: 3496.304443
	Iteration 2Q: 3 clusters Score -4974264 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4975328.500000 Penalty: 3496.304443
	Iteration 3Q: 3 clusters Score -4975328 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4976999.500000 Penalty: 3496.304443
	Iteration 4F: 3 clusters Score -4977000 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4979649.000000 Penalty: 3496.304443
	Iteration 5F: 3 clusters Score -4979649 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4983358.000000 Penalty: 3496.304443
	Iteration 6F: 3 clusters Score -4983358 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -4987038.500000 Penalty: 3496.304443
	Iteration 7F: 3 clusters Score -4987038 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -4989423.500000 Penalty: 3496.304443
	Iteration 8F: 3 clusters Score -4989424 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -4990444.500000 Penalty: 3496.304443
	Iteration 9Q: 3 clusters Score -4990444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -4990779.500000 Penalty: 3496.304443
	Iteration 10Q: 3 clusters Score -4990780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -4990939.500000 Penalty: 3496.304443
	Iteration 11Q: 3 clusters Score -4990940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -4991031.500000 Penalty: 3496.304443
	Iteration 12Q: 3 clusters Score -4991032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -4991101.500000 Penalty: 3496.304443
	Iteration 13Q: 3 clusters Score -4991102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4991131.500000 Penalty: 3496.304443
	Iteration 14Q: 3 clusters Score -4991132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -4991139.500000 Penalty: 3496.304443
	Iteration 15Q: 3 clusters Score -4991140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -4991146.000000 Penalty: 3496.304443
	Iteration 16Q: 3 clusters Score -4991146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -4991150.000000 Penalty: 3496.304443
	Iteration 17Q: 3 clusters Score -4991150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -4991149.000000 Penalty: 3496.304443
	Iteration 18Q: 3 clusters Score -4991149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -4991150.500000 Penalty: 3496.304443
	Iteration 19Q: 3 clusters Score -4991150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -4991150.500000 Penalty: 3496.304443
	Iteration 20F: 3 clusters Score -4991150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -157890.046875 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -157890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -156065.281250 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -156065.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156468.937500 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -156468.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -156595.468750 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -156595.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156672.406250 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -156672.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156720.312500 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -156720.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156761.546875 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -156761.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156797.359375 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -156797.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156828.890625 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -156828.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156856.234375 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -156856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156879.031250 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -156879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156891.609375 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -156891.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -156907.984375 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -156908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156925.218750 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -156925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156935.562500 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -156935.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156947.656250 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -156947.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156957.046875 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -156957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156973.281250 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -156973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156985.171875 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -156985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156993.125000 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -156993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156999.750000 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -156999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157001.953125 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -157002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157005.046875 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -157005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157010.765625 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -157010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157015.406250 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -157015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -157022.187500 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -157022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -157025.343750 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -157025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -157028.015625 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -157028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157031.828125 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -157031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157036.234375 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -157036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157040.468750 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -157040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -157044.046875 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -157044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157045.859375 Penalty: 2388.917725
	Iteration 31Q: 3 clusters Score -157045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157047.828125 Penalty: 2388.917725
	Iteration 32Q: 3 clusters Score -157047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157049.515625 Penalty: 2388.917725
	Iteration 33Q: 3 clusters Score -157049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157051.515625 Penalty: 2388.917725
	Iteration 34Q: 3 clusters Score -157051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157055.250000 Penalty: 2388.917725
	Iteration 35Q: 3 clusters Score -157055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -157058.843750 Penalty: 2388.917725
	Iteration 36Q: 3 clusters Score -157058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157060.062500 Penalty: 2388.917725
	Iteration 37Q: 3 clusters Score -157060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157061.187500 Penalty: 2388.917725
	Iteration 38Q: 3 clusters Score -157061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157062.500000 Penalty: 2388.917725
	Iteration 39Q: 3 clusters Score -157062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -157064.312500 Penalty: 2388.917725
	Iteration 40F: 3 clusters Score -157064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -157066.453125 Penalty: 2388.917725
	Iteration 41Q: 3 clusters Score -157066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157067.890625 Penalty: 2388.917725
	Iteration 42Q: 3 clusters Score -157067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157069.000000 Penalty: 2388.917725
	Iteration 43Q: 3 clusters Score -157069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157070.937500 Penalty: 2388.917725
	Iteration 44Q: 3 clusters Score -157070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157074.937500 Penalty: 2388.917725
	Iteration 45Q: 3 clusters Score -157074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157078.437500 Penalty: 2388.917725
	Iteration 46Q: 3 clusters Score -157078.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157084.453125 Penalty: 2388.917725
	Iteration 47Q: 3 clusters Score -157084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -157086.937500 Penalty: 2388.917725
	Iteration 48Q: 3 clusters Score -157086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -157090.546875 Penalty: 2388.917725
	Iteration 49Q: 3 clusters Score -157090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -157092.453125 Penalty: 2388.917725
	Iteration 50Q: 3 clusters Score -157092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -157092.453125 Penalty: 2388.917725
	Iteration 51F: 3 clusters Score -157092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Entering Unmasked Estep 
Score: -2814693.250000 Penalty: 1653.926270
	Iteration 0F: 2 clusters Score -2814693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2796855.500000 Penalty: 3307.852539
	Iteration 0F: 3 clusters Score -2796856 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2803549.250000 Penalty: 3307.852539
	Iteration 1F: 3 clusters Score -2803549 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2803839.250000 Penalty: 3307.852539
	Iteration 2Q: 3 clusters Score -2803839 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2804091.750000 Penalty: 3307.852539
	Iteration 3Q: 3 clusters Score -2804092 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2804350.750000 Penalty: 3307.852539
	Iteration 4Q: 3 clusters Score -2804351 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2804669.500000 Penalty: 3307.852539
	Iteration 5Q: 3 clusters Score -2804670 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2805093.000000 Penalty: 3307.852539
	Iteration 6Q: 3 clusters Score -2805093 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2805677.750000 Penalty: 3307.852539
	Iteration 7Q: 3 clusters Score -2805678 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2806528.000000 Penalty: 3307.852539
	Iteration 8F: 3 clusters Score -2806528 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2807601.750000 Penalty: 3307.852539
	Iteration 9F: 3 clusters Score -2807602 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2808843.000000 Penalty: 3307.852539
	Iteration 10F: 3 clusters Score -2808843 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2810133.750000 Penalty: 3307.852539
	Iteration 11F: 3 clusters Score -2810134 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2811100.000000 Penalty: 3307.852539
	Iteration 12Q: 3 clusters Score -2811100 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2811712.500000 Penalty: 3307.852539
	Iteration 13Q: 3 clusters Score -2811712 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2812072.250000 Penalty: 3307.852539
	Iteration 14Q: 3 clusters Score -2812072 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2812344.250000 Penalty: 3307.852539
	Iteration 15Q: 3 clusters Score -2812344 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2812598.500000 Penalty: 3307.852539
	Iteration 16Q: 3 clusters Score -2812598 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2812784.500000 Penalty: 3307.852539
	Iteration 17Q: 3 clusters Score -2812784 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2812922.250000 Penalty: 3307.852539
	Iteration 18Q: 3 clusters Score -2812922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2812989.250000 Penalty: 3307.852539
	Iteration 19Q: 3 clusters Score -2812989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2813039.250000 Penalty: 3307.852539
	Iteration 20F: 3 clusters Score -2813039 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2813079.750000 Penalty: 3307.852539
	Iteration 21Q: 3 clusters Score -2813080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2813096.750000 Penalty: 3307.852539
	Iteration 22Q: 3 clusters Score -2813097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2813123.500000 Penalty: 3307.852539
	Iteration 23Q: 3 clusters Score -2813124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2813146.750000 Penalty: 3307.852539
	Iteration 24Q: 3 clusters Score -2813147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2813169.750000 Penalty: 3307.852539
	Iteration 25Q: 3 clusters Score -2813170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2813199.000000 Penalty: 3307.852539
	Iteration 26Q: 3 clusters Score -2813199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2813232.750000 Penalty: 3307.852539
	Iteration 27Q: 3 clusters Score -2813233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2813240.000000 Penalty: 3307.852539
	Iteration 28Q: 3 clusters Score -2813240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2813253.500000 Penalty: 3307.852539
	Iteration 29Q: 3 clusters Score -2813254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2813267.750000 Penalty: 3307.852539
	Iteration 30Q: 3 clusters Score -2813268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2813273.750000 Penalty: 3307.852539
	Iteration 31Q: 3 clusters Score -2813274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2813283.000000 Penalty: 3307.852539
	Iteration 32Q: 3 clusters Score -2813283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2813294.500000 Penalty: 3307.852539
	Iteration 33Q: 3 clusters Score -2813294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2813304.750000 Penalty: 3307.852539
	Iteration 34Q: 3 clusters Score -2813305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2813308.750000 Penalty: 3307.852539
	Iteration 35Q: 3 clusters Score -2813309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2813309.500000 Penalty: 3307.852539
	Iteration 36Q: 3 clusters Score -2813310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2813321.500000 Penalty: 3307.852539
	Iteration 37Q: 3 clusters Score -2813322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2813322.750000 Penalty: 3307.852539
	Iteration 38Q: 3 clusters Score -2813323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2813330.250000 Penalty: 3307.852539
	Iteration 39Q: 3 clusters Score -2813330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2813337.750000 Penalty: 3307.852539
	Iteration 40F: 3 clusters Score -2813338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2813339.500000 Penalty: 3307.852539
	Iteration 41Q: 3 clusters Score -2813340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2813346.750000 Penalty: 3307.852539
	Iteration 42Q: 3 clusters Score -2813347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2813347.250000 Penalty: 3307.852539
	Iteration 43Q: 3 clusters Score -2813347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2813358.500000 Penalty: 3307.852539
	Iteration 44Q: 3 clusters Score -2813358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2813363.250000 Penalty: 3307.852539
	Iteration 45Q: 3 clusters Score -2813363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2813368.750000 Penalty: 3307.852539
	Iteration 46Q: 3 clusters Score -2813369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2813372.000000 Penalty: 3307.852539
	Iteration 47Q: 3 clusters Score -2813372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2813373.250000 Penalty: 3307.852539
	Iteration 48Q: 3 clusters Score -2813373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2813377.750000 Penalty: 3307.852539
	Iteration 49Q: 3 clusters Score -2813378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2813386.500000 Penalty: 3307.852539
	Iteration 50Q: 3 clusters Score -2813386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2813392.000000 Penalty: 3307.852539
	Iteration 51Q: 3 clusters Score -2813392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -2813390.250000 Penalty: 3307.852539
	Iteration 52Q: 3 clusters Score -2813390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2813394.250000 Penalty: 3307.852539
	Iteration 53Q: 3 clusters Score -2813394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2813398.000000 Penalty: 3307.852539
	Iteration 54Q: 3 clusters Score -2813398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2813398.250000 Penalty: 3307.852539
	Iteration 55Q: 3 clusters Score -2813398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2813399.750000 Penalty: 3307.852539
	Iteration 56Q: 3 clusters Score -2813400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2813399.750000 Penalty: 3307.852539
	Iteration 57F: 3 clusters Score -2813400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -28595.103516 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -28595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27760.832031 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -27760.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27891.990234 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -27891.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28036.367188 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -28036.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28111.886719 Penalty: 1862.282349
	Iteration 3F: 3 clusters Score -28111.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28191.873047 Penalty: 1862.282349
	Iteration 4F: 3 clusters Score -28191.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -28268.503906 Penalty: 1862.282349
	Iteration 5F: 3 clusters Score -28268.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28470.701172 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -28470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -28536.562500 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -28536.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28650.541016 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -28650.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28706.828125 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -28706.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28726.220703 Penalty: 1862.282349
	Iteration 10Q: 3 clusters Score -28726.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -28741.378906 Penalty: 1862.282349
	Iteration 11Q: 3 clusters Score -28741.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28749.544922 Penalty: 1862.282349
	Iteration 12Q: 3 clusters Score -28749.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28765.919922 Penalty: 1862.282349
	Iteration 13F: 3 clusters Score -28765.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28820.015625 Penalty: 1862.282349
	Iteration 14Q: 3 clusters Score -28820.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28820.015625 Penalty: 1862.282349
	Iteration 15F: 3 clusters Score -28820.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47495 members 
Mstep: Class 5 contains 46998 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63932 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35695 members 
Mstep: Class 15 contains 79 members 
Mstep: Class 17 contains 235982 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
Score: -70209184.000000 Penalty: 43641.613281
Splitting cluster 8 changes total score from -70210216.000000 to -70209184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -198035.484375 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -198035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -195942.546875 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -195942.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196396.250000 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -196396.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196500.562500 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -196500.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196598.328125 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -196598.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -196690.578125 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -196690.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -196775.515625 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -196775.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -196883.046875 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -196883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196976.625000 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -196976.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -197068.546875 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -197068.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -197159.546875 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -197159.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -197238.328125 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -197238.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197299.593750 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -197299.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -197337.421875 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -197337.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -197363.156250 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -197363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -197381.562500 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -197381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -197392.562500 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -197392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -197400.296875 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -197400.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197408.718750 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -197408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197413.531250 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -197413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197415.390625 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -197415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -197416.437500 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -197416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197419.328125 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -197419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197421.734375 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -197421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197423.906250 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -197423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -197424.562500 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -197424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197424.828125 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -197424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -197425.625000 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -197425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -197425.625000 Penalty: 2477.683594
	Iteration 27F: 3 clusters Score -197425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Entering Unmasked Estep 
Score: -6833870.000000 Penalty: 1798.156006
	Iteration 0F: 2 clusters Score -6833870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -6791219.500000 Penalty: 3596.312012
	Iteration 0F: 3 clusters Score -6791220 nChanged 30254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6808496.500000 Penalty: 3596.312012
	Iteration 1F: 3 clusters Score -6808496 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6809368.500000 Penalty: 3596.312012
	Iteration 2Q: 3 clusters Score -6809368 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -6810613.000000 Penalty: 3596.312012
	Iteration 3Q: 3 clusters Score -6810613 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -6812479.500000 Penalty: 3596.312012
	Iteration 4F: 3 clusters Score -6812480 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -6815319.500000 Penalty: 3596.312012
	Iteration 5F: 3 clusters Score -6815320 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -6819204.000000 Penalty: 3596.312012
	Iteration 6F: 3 clusters Score -6819204 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -6823479.000000 Penalty: 3596.312012
	Iteration 7F: 3 clusters Score -6823479 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -6827057.000000 Penalty: 3596.312012
	Iteration 8F: 3 clusters Score -6827057 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6829406.000000 Penalty: 3596.312012
	Iteration 9Q: 3 clusters Score -6829406 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6830936.500000 Penalty: 3596.312012
	Iteration 10Q: 3 clusters Score -6830936 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6831784.500000 Penalty: 3596.312012
	Iteration 11Q: 3 clusters Score -6831784 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6832334.000000 Penalty: 3596.312012
	Iteration 12Q: 3 clusters Score -6832334 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6832609.500000 Penalty: 3596.312012
	Iteration 13Q: 3 clusters Score -6832610 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6832780.500000 Penalty: 3596.312012
	Iteration 14Q: 3 clusters Score -6832780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6832889.500000 Penalty: 3596.312012
	Iteration 15Q: 3 clusters Score -6832890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6832943.500000 Penalty: 3596.312012
	Iteration 16Q: 3 clusters Score -6832944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6832978.500000 Penalty: 3596.312012
	Iteration 17Q: 3 clusters Score -6832978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6833025.500000 Penalty: 3596.312012
	Iteration 18Q: 3 clusters Score -6833026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6833036.500000 Penalty: 3596.312012
	Iteration 19Q: 3 clusters Score -6833036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6833047.000000 Penalty: 3596.312012
	Iteration 20F: 3 clusters Score -6833047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6833047.500000 Penalty: 3596.312012
	Iteration 21Q: 3 clusters Score -6833048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6833045.500000 Penalty: 3596.312012
	Iteration 22Q: 3 clusters Score -6833046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6833045.500000 Penalty: 3596.312012
	Iteration 23F: 3 clusters Score -6833046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -62477.175781 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -62477.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61275.968750 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -61275.97 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61460.925781 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -61460.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61526.371094 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -61526.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61562.222656 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -61562.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61581.203125 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -61581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61596.136719 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -61596.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61604.070312 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -61604.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61607.746094 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -61607.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61609.925781 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -61609.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61610.480469 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -61610.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61610.480469 Penalty: 2115.349854
	Iteration 10F: 3 clusters Score -61610.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Entering Unmasked Estep 
Score: -5426567.000000 Penalty: 1760.332153
	Iteration 0F: 2 clusters Score -5426567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5392585.000000 Penalty: 3520.664307
	Iteration 0F: 3 clusters Score -5392585 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5405981.000000 Penalty: 3520.664307
	Iteration 1F: 3 clusters Score -5405981 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5406457.500000 Penalty: 3520.664307
	Iteration 2Q: 3 clusters Score -5406458 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5406902.000000 Penalty: 3520.664307
	Iteration 3Q: 3 clusters Score -5406902 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -5407627.500000 Penalty: 3520.664307
	Iteration 4Q: 3 clusters Score -5407628 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5408609.500000 Penalty: 3520.664307
	Iteration 5Q: 3 clusters Score -5408610 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5410182.000000 Penalty: 3520.664307
	Iteration 6F: 3 clusters Score -5410182 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -5412808.000000 Penalty: 3520.664307
	Iteration 7F: 3 clusters Score -5412808 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5416257.500000 Penalty: 3520.664307
	Iteration 8F: 3 clusters Score -5416258 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5419585.000000 Penalty: 3520.664307
	Iteration 9F: 3 clusters Score -5419585 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5421962.000000 Penalty: 3520.664307
	Iteration 10F: 3 clusters Score -5421962 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5423259.000000 Penalty: 3520.664307
	Iteration 11Q: 3 clusters Score -5423259 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5423972.500000 Penalty: 3520.664307
	Iteration 12Q: 3 clusters Score -5423972 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -5424430.000000 Penalty: 3520.664307
	Iteration 13Q: 3 clusters Score -5424430 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5424722.000000 Penalty: 3520.664307
	Iteration 14Q: 3 clusters Score -5424722 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5424906.500000 Penalty: 3520.664307
	Iteration 15Q: 3 clusters Score -5424906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -5425029.500000 Penalty: 3520.664307
	Iteration 16Q: 3 clusters Score -5425030 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -5425155.500000 Penalty: 3520.664307
	Iteration 17Q: 3 clusters Score -5425156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5425279.500000 Penalty: 3520.664307
	Iteration 18Q: 3 clusters Score -5425280 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5425374.500000 Penalty: 3520.664307
	Iteration 19Q: 3 clusters Score -5425374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -5425467.500000 Penalty: 3520.664307
	Iteration 20F: 3 clusters Score -5425468 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5425537.000000 Penalty: 3520.664307
	Iteration 21Q: 3 clusters Score -5425537 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5425602.500000 Penalty: 3520.664307
	Iteration 22Q: 3 clusters Score -5425602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -5425653.000000 Penalty: 3520.664307
	Iteration 23Q: 3 clusters Score -5425653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -5425721.500000 Penalty: 3520.664307
	Iteration 24Q: 3 clusters Score -5425722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -5425786.000000 Penalty: 3520.664307
	Iteration 25Q: 3 clusters Score -5425786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -5425845.500000 Penalty: 3520.664307
	Iteration 26Q: 3 clusters Score -5425846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -5425890.500000 Penalty: 3520.664307
	Iteration 27Q: 3 clusters Score -5425890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5425915.000000 Penalty: 3520.664307
	Iteration 28Q: 3 clusters Score -5425915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -5425919.500000 Penalty: 3520.664307
	Iteration 29Q: 3 clusters Score -5425920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5425934.000000 Penalty: 3520.664307
	Iteration 30Q: 3 clusters Score -5425934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -5425940.500000 Penalty: 3520.664307
	Iteration 31Q: 3 clusters Score -5425940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -5425945.500000 Penalty: 3520.664307
	Iteration 32Q: 3 clusters Score -5425946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -5425948.500000 Penalty: 3520.664307
	Iteration 33Q: 3 clusters Score -5425948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -5425947.500000 Penalty: 3520.664307
	Iteration 34Q: 3 clusters Score -5425948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -5425936.500000 Penalty: 3520.664307
	Iteration 35Q: 3 clusters Score -5425936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -5425947.500000 Penalty: 3520.664307
	Iteration 36Q: 3 clusters Score -5425948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -5425941.500000 Penalty: 3520.664307
	Iteration 37Q: 3 clusters Score -5425942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5425948.500000 Penalty: 3520.664307
	Iteration 38Q: 3 clusters Score -5425948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5425950.000000 Penalty: 3520.664307
	Iteration 39Q: 3 clusters Score -5425950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -5425953.000000 Penalty: 3520.664307
	Iteration 40F: 3 clusters Score -5425953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5425961.500000 Penalty: 3520.664307
	Iteration 41Q: 3 clusters Score -5425962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -5425967.000000 Penalty: 3520.664307
	Iteration 42Q: 3 clusters Score -5425967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -5425965.500000 Penalty: 3520.664307
	Iteration 43Q: 3 clusters Score -5425966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5425969.500000 Penalty: 3520.664307
	Iteration 44Q: 3 clusters Score -5425970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -5425978.500000 Penalty: 3520.664307
	Iteration 45Q: 3 clusters Score -5425978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -5425974.000000 Penalty: 3520.664307
	Iteration 46Q: 3 clusters Score -5425974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -5425971.000000 Penalty: 3520.664307
	Iteration 47Q: 3 clusters Score -5425971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -5425971.500000 Penalty: 3520.664307
	Iteration 48Q: 3 clusters Score -5425972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -5425971.500000 Penalty: 3520.664307
	Iteration 49Q: 3 clusters Score -5425972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5425973.500000 Penalty: 3520.664307
	Iteration 50Q: 3 clusters Score -5425974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -5425977.500000 Penalty: 3520.664307
	Iteration 51Q: 3 clusters Score -5425978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -5425984.000000 Penalty: 3520.664307
	Iteration 52Q: 3 clusters Score -5425984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -5425982.000000 Penalty: 3520.664307
	Iteration 53Q: 3 clusters Score -5425982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -5425982.000000 Penalty: 3520.664307
	Iteration 54Q: 3 clusters Score -5425982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -5425985.500000 Penalty: 3520.664307
	Iteration 55Q: 3 clusters Score -5425986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -5425984.500000 Penalty: 3520.664307
	Iteration 56Q: 3 clusters Score -5425984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -5425980.500000 Penalty: 3520.664307
	Iteration 57Q: 3 clusters Score -5425980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -5425981.500000 Penalty: 3520.664307
	Iteration 58Q: 3 clusters Score -5425982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -5425990.500000 Penalty: 3520.664307
	Iteration 59Q: 3 clusters Score -5425990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -5425990.500000 Penalty: 3520.664307
	Iteration 60F: 3 clusters Score -5425990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -5425994.000000 Penalty: 3520.664307
	Iteration 61Q: 3 clusters Score -5425994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -5425991.500000 Penalty: 3520.664307
	Iteration 62Q: 3 clusters Score -5425992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -5426001.000000 Penalty: 3520.664307
	Iteration 63Q: 3 clusters Score -5426001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -5426003.500000 Penalty: 3520.664307
	Iteration 64Q: 3 clusters Score -5426004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5426006.000000 Penalty: 3520.664307
	Iteration 65Q: 3 clusters Score -5426006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -5426006.500000 Penalty: 3520.664307
	Iteration 66Q: 3 clusters Score -5426006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -5426012.000000 Penalty: 3520.664307
	Iteration 67Q: 3 clusters Score -5426012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -5426006.000000 Penalty: 3520.664307
	Iteration 68Q: 3 clusters Score -5426006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5426007.500000 Penalty: 3520.664307
	Iteration 69Q: 3 clusters Score -5426008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -5426006.000000 Penalty: 3520.664307
	Iteration 70Q: 3 clusters Score -5426006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -5426008.000000 Penalty: 3520.664307
	Iteration 71Q: 3 clusters Score -5426008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -5426008.000000 Penalty: 3520.664307
	Iteration 72F: 3 clusters Score -5426008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -742404.875000 Penalty: 1444.870728
	Iteration 0F: 2 clusters Score -742404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -736991.125000 Penalty: 2889.741455
	Iteration 0F: 3 clusters Score -736991.1 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -738762.250000 Penalty: 2889.741455
	Iteration 1F: 3 clusters Score -738762.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -739168.375000 Penalty: 2889.741455
	Iteration 2F: 3 clusters Score -739168.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -739501.187500 Penalty: 2889.741455
	Iteration 3F: 3 clusters Score -739501.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -739807.937500 Penalty: 2889.741455
	Iteration 4F: 3 clusters Score -739807.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -740062.562500 Penalty: 2889.741455
	Iteration 5F: 3 clusters Score -740062.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -740234.187500 Penalty: 2889.741455
	Iteration 6Q: 3 clusters Score -740234.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -740358.812500 Penalty: 2889.741455
	Iteration 7Q: 3 clusters Score -740358.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -740459.187500 Penalty: 2889.741455
	Iteration 8Q: 3 clusters Score -740459.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -740546.437500 Penalty: 2889.741455
	Iteration 9Q: 3 clusters Score -740546.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -740649.750000 Penalty: 2889.741455
	Iteration 10Q: 3 clusters Score -740649.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -740753.375000 Penalty: 2889.741455
	Iteration 11Q: 3 clusters Score -740753.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -740846.250000 Penalty: 2889.741455
	Iteration 12Q: 3 clusters Score -740846.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -740908.125000 Penalty: 2889.741455
	Iteration 13Q: 3 clusters Score -740908.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -740950.625000 Penalty: 2889.741455
	Iteration 14Q: 3 clusters Score -740950.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -740989.812500 Penalty: 2889.741455
	Iteration 15Q: 3 clusters Score -740989.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -741018.375000 Penalty: 2889.741455
	Iteration 16Q: 3 clusters Score -741018.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -741045.937500 Penalty: 2889.741455
	Iteration 17Q: 3 clusters Score -741045.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -741070.875000 Penalty: 2889.741455
	Iteration 18Q: 3 clusters Score -741070.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -741096.500000 Penalty: 2889.741455
	Iteration 19Q: 3 clusters Score -741096.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -741132.312500 Penalty: 2889.741455
	Iteration 20F: 3 clusters Score -741132.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -741170.562500 Penalty: 2889.741455
	Iteration 21Q: 3 clusters Score -741170.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -741207.875000 Penalty: 2889.741455
	Iteration 22Q: 3 clusters Score -741207.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -741240.375000 Penalty: 2889.741455
	Iteration 23Q: 3 clusters Score -741240.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -741270.812500 Penalty: 2889.741455
	Iteration 24Q: 3 clusters Score -741270.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -741305.312500 Penalty: 2889.741455
	Iteration 25Q: 3 clusters Score -741305.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -741340.250000 Penalty: 2889.741455
	Iteration 26Q: 3 clusters Score -741340.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -741378.625000 Penalty: 2889.741455
	Iteration 27Q: 3 clusters Score -741378.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -741411.875000 Penalty: 2889.741455
	Iteration 28Q: 3 clusters Score -741411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -741443.062500 Penalty: 2889.741455
	Iteration 29Q: 3 clusters Score -741443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -741455.312500 Penalty: 2889.741455
	Iteration 30Q: 3 clusters Score -741455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -741463.875000 Penalty: 2889.741455
	Iteration 31Q: 3 clusters Score -741463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -741469.562500 Penalty: 2889.741455
	Iteration 32Q: 3 clusters Score -741469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -741473.375000 Penalty: 2889.741455
	Iteration 33Q: 3 clusters Score -741473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -741475.187500 Penalty: 2889.741455
	Iteration 34Q: 3 clusters Score -741475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -741475.187500 Penalty: 2889.741455
	Iteration 35F: 3 clusters Score -741475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Entering Unmasked Estep 
Score: -3657791.000000 Penalty: 1703.449463
	Iteration 0F: 2 clusters Score -3657791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3633826.250000 Penalty: 3406.898926
	Iteration 0F: 3 clusters Score -3633826 nChanged 16528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3643102.500000 Penalty: 3406.898926
	Iteration 1F: 3 clusters Score -3643102 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3643494.750000 Penalty: 3406.898926
	Iteration 2Q: 3 clusters Score -3643495 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3643858.750000 Penalty: 3406.898926
	Iteration 3Q: 3 clusters Score -3643859 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3644207.500000 Penalty: 3406.898926
	Iteration 4Q: 3 clusters Score -3644208 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3644553.500000 Penalty: 3406.898926
	Iteration 5Q: 3 clusters Score -3644554 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3644997.500000 Penalty: 3406.898926
	Iteration 6Q: 3 clusters Score -3644998 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3645655.000000 Penalty: 3406.898926
	Iteration 7Q: 3 clusters Score -3645655 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3646631.750000 Penalty: 3406.898926
	Iteration 8Q: 3 clusters Score -3646632 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3647869.250000 Penalty: 3406.898926
	Iteration 9F: 3 clusters Score -3647869 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3649285.250000 Penalty: 3406.898926
	Iteration 10F: 3 clusters Score -3649285 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3650586.250000 Penalty: 3406.898926
	Iteration 11F: 3 clusters Score -3650586 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3651637.750000 Penalty: 3406.898926
	Iteration 12Q: 3 clusters Score -3651638 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3652507.000000 Penalty: 3406.898926
	Iteration 13Q: 3 clusters Score -3652507 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3653156.500000 Penalty: 3406.898926
	Iteration 14Q: 3 clusters Score -3653156 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3653702.750000 Penalty: 3406.898926
	Iteration 15Q: 3 clusters Score -3653703 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -3654119.250000 Penalty: 3406.898926
	Iteration 16Q: 3 clusters Score -3654119 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -3654491.250000 Penalty: 3406.898926
	Iteration 17Q: 3 clusters Score -3654491 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3654855.500000 Penalty: 3406.898926
	Iteration 18Q: 3 clusters Score -3654856 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -3655160.250000 Penalty: 3406.898926
	Iteration 19Q: 3 clusters Score -3655160 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3655470.250000 Penalty: 3406.898926
	Iteration 20F: 3 clusters Score -3655470 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -3655713.750000 Penalty: 3406.898926
	Iteration 21Q: 3 clusters Score -3655714 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -3655896.500000 Penalty: 3406.898926
	Iteration 22Q: 3 clusters Score -3655896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -3656043.750000 Penalty: 3406.898926
	Iteration 23Q: 3 clusters Score -3656044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3656136.750000 Penalty: 3406.898926
	Iteration 24Q: 3 clusters Score -3656137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3656178.500000 Penalty: 3406.898926
	Iteration 25Q: 3 clusters Score -3656178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -3656203.500000 Penalty: 3406.898926
	Iteration 26Q: 3 clusters Score -3656204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -3656218.250000 Penalty: 3406.898926
	Iteration 27Q: 3 clusters Score -3656218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3656225.250000 Penalty: 3406.898926
	Iteration 28Q: 3 clusters Score -3656225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -3656234.500000 Penalty: 3406.898926
	Iteration 29Q: 3 clusters Score -3656234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -3656249.750000 Penalty: 3406.898926
	Iteration 30Q: 3 clusters Score -3656250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3656265.250000 Penalty: 3406.898926
	Iteration 31Q: 3 clusters Score -3656265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3656270.750000 Penalty: 3406.898926
	Iteration 32Q: 3 clusters Score -3656271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3656270.250000 Penalty: 3406.898926
	Iteration 33Q: 3 clusters Score -3656270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3656270.250000 Penalty: 3406.898926
	Iteration 34F: 3 clusters Score -3656270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235982 members 
Entering Unmasked Estep 
Score: -24748120.000000 Penalty: 2010.370483
	Iteration 0F: 2 clusters Score -2.474812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -24601134.000000 Penalty: 4020.740967
	Iteration 0F: 3 clusters Score -2.460113e+07 nChanged 114426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -24669124.000000 Penalty: 4020.740967
	Iteration 1F: 3 clusters Score -2.466912e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -24670454.000000 Penalty: 4020.740967
	Iteration 2Q: 3 clusters Score -2.467045e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -24672288.000000 Penalty: 4020.740967
	Iteration 3Q: 3 clusters Score -2.467229e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -24675454.000000 Penalty: 4020.740967
	Iteration 4Q: 3 clusters Score -2.467545e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -24680898.000000 Penalty: 4020.740967
	Iteration 5Q: 3 clusters Score -2.46809e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -24689332.000000 Penalty: 4020.740967
	Iteration 6F: 3 clusters Score -2.468933e+07 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -24701300.000000 Penalty: 4020.740967
	Iteration 7F: 3 clusters Score -2.47013e+07 nChanged 16678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188851 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -24715026.000000 Penalty: 4020.740967
	Iteration 8F: 3 clusters Score -2.471503e+07 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202564 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -24726176.000000 Penalty: 4020.740967
	Iteration 9F: 3 clusters Score -2.472618e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212604 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -24733220.000000 Penalty: 4020.740967
	Iteration 10Q: 3 clusters Score -2.473322e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219606 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -24737566.000000 Penalty: 4020.740967
	Iteration 11Q: 3 clusters Score -2.473757e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224555 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -24740348.000000 Penalty: 4020.740967
	Iteration 12Q: 3 clusters Score -2.474035e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228180 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -24742154.000000 Penalty: 4020.740967
	Iteration 13Q: 3 clusters Score -2.474215e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230828 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -24743442.000000 Penalty: 4020.740967
	Iteration 14Q: 3 clusters Score -2.474344e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232691 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -24744446.000000 Penalty: 4020.740967
	Iteration 15Q: 3 clusters Score -2.474445e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233924 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -24745100.000000 Penalty: 4020.740967
	Iteration 16Q: 3 clusters Score -2.47451e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234735 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -24745668.000000 Penalty: 4020.740967
	Iteration 17Q: 3 clusters Score -2.474567e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235162 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -24745940.000000 Penalty: 4020.740967
	Iteration 18Q: 3 clusters Score -2.474594e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24746098.000000 Penalty: 4020.740967
	Iteration 19Q: 3 clusters Score -2.47461e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235513 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -24746142.000000 Penalty: 4020.740967
	Iteration 20F: 3 clusters Score -2.474614e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24746202.000000 Penalty: 4020.740967
	Iteration 21Q: 3 clusters Score -2.47462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235639 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24746236.000000 Penalty: 4020.740967
	Iteration 22Q: 3 clusters Score -2.474624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235660 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24746264.000000 Penalty: 4020.740967
	Iteration 23Q: 3 clusters Score -2.474626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235675 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24746280.000000 Penalty: 4020.740967
	Iteration 24Q: 3 clusters Score -2.474628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235683 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24746304.000000 Penalty: 4020.740967
	Iteration 25Q: 3 clusters Score -2.47463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235690 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24746290.000000 Penalty: 4020.740967
	Iteration 26Q: 3 clusters Score -2.474629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235690 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24746292.000000 Penalty: 4020.740967
	Iteration 27Q: 3 clusters Score -2.474629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235695 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24746292.000000 Penalty: 4020.740967
	Iteration 28Q: 3 clusters Score -2.474629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235701 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24746288.000000 Penalty: 4020.740967
	Iteration 29Q: 3 clusters Score -2.474629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235705 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24746292.000000 Penalty: 4020.740967
	Iteration 30Q: 3 clusters Score -2.474629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235706 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24746286.000000 Penalty: 4020.740967
	Iteration 31Q: 3 clusters Score -2.474629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235705 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24746286.000000 Penalty: 4020.740967
	Iteration 32Q: 3 clusters Score -2.474629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235704 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24746294.000000 Penalty: 4020.740967
	Iteration 33Q: 3 clusters Score -2.474629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235704 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24746294.000000 Penalty: 4020.740967
	Iteration 34F: 3 clusters Score -2.474629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -31208.359375 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -31208.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30410.369141 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -30410.37 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30619.302734 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -30619.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30687.203125 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -30687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30724.166016 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -30724.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30755.753906 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -30755.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30824.458984 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -30824.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30841.400391 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -30841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30880.785156 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -30880.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30889.593750 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -30889.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30889.593750 Penalty: 1934.804077
	Iteration 9F: 3 clusters Score -30889.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -376614.625000 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -376614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -373353.406250 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -373353.4 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -374429.968750 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -374430 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374954.781250 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -374954.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -375410.937500 Penalty: 2679.322998
	Iteration 3F: 3 clusters Score -375410.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -375770.812500 Penalty: 2679.322998
	Iteration 4F: 3 clusters Score -375770.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -376035.750000 Penalty: 2679.322998
	Iteration 5F: 3 clusters Score -376035.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -376164.156250 Penalty: 2679.322998
	Iteration 6Q: 3 clusters Score -376164.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -376237.906250 Penalty: 2679.322998
	Iteration 7Q: 3 clusters Score -376237.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -376273.093750 Penalty: 2679.322998
	Iteration 8Q: 3 clusters Score -376273.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -376293.500000 Penalty: 2679.322998
	Iteration 9Q: 3 clusters Score -376293.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -376306.531250 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -376306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -376318.781250 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -376318.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -376333.937500 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -376333.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -376345.812500 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -376345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -376353.656250 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -376353.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -376357.406250 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -376357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -376360.750000 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -376360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -376364.375000 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -376364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -376366.187500 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -376366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -376366.500000 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -376366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -376366.906250 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -376366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -376367.718750 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -376367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -376367.593750 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -376367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -376367.781250 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -376367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -376368.656250 Penalty: 2679.322998
	Iteration 24Q: 3 clusters Score -376368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -376368.656250 Penalty: 2679.322998
	Iteration 25Q: 3 clusters Score -376368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -376368.656250 Penalty: 2679.322998
	Iteration 26F: 3 clusters Score -376368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -318594.156250 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -318594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -315788.031250 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -315788 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -316472.437500 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -316472.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -316611.406250 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -316611.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316704.718750 Penalty: 2614.190430
	Iteration 3F: 3 clusters Score -316704.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -316753.343750 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -316753.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -316794.218750 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -316794.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -316819.156250 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -316819.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316839.562500 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -316839.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -316860.156250 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -316860.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -316874.781250 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -316874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -316886.125000 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -316886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316894.656250 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -316894.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316903.437500 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -316903.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316910.906250 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -316910.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -316921.937500 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -316921.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -316929.468750 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -316929.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -316936.343750 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -316936.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -316940.250000 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -316940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -316944.593750 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -316944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -316949.281250 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -316949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -316955.687500 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -316955.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -316960.500000 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -316960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -316965.062500 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -316965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -316967.718750 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -316967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -316969.906250 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -316969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -316972.437500 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -316972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -316973.750000 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -316973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -316976.156250 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -316976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316977.468750 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -316977.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -316979.468750 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -316979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -316981.093750 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -316981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -316984.406250 Penalty: 2614.190430
	Iteration 31Q: 3 clusters Score -316984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -316986.437500 Penalty: 2614.190430
	Iteration 32Q: 3 clusters Score -316986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -316988.531250 Penalty: 2614.190430
	Iteration 33Q: 3 clusters Score -316988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -316990.093750 Penalty: 2614.190430
	Iteration 34Q: 3 clusters Score -316990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -316991.656250 Penalty: 2614.190430
	Iteration 35Q: 3 clusters Score -316991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -316992.500000 Penalty: 2614.190430
	Iteration 36Q: 3 clusters Score -316992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -316995.750000 Penalty: 2614.190430
	Iteration 37Q: 3 clusters Score -316995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -316997.656250 Penalty: 2614.190430
	Iteration 38Q: 3 clusters Score -316997.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -317001.281250 Penalty: 2614.190430
	Iteration 39Q: 3 clusters Score -317001.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -317006.062500 Penalty: 2614.190430
	Iteration 40F: 3 clusters Score -317006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -317007.781250 Penalty: 2614.190430
	Iteration 41Q: 3 clusters Score -317007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -317009.468750 Penalty: 2614.190430
	Iteration 42Q: 3 clusters Score -317009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -317014.031250 Penalty: 2614.190430
	Iteration 43Q: 3 clusters Score -317014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -317018.718750 Penalty: 2614.190430
	Iteration 44Q: 3 clusters Score -317018.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -317022.875000 Penalty: 2614.190430
	Iteration 45Q: 3 clusters Score -317022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -317023.437500 Penalty: 2614.190430
	Iteration 46Q: 3 clusters Score -317023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -317026.968750 Penalty: 2614.190430
	Iteration 47Q: 3 clusters Score -317027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -317029.375000 Penalty: 2614.190430
	Iteration 48Q: 3 clusters Score -317029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -317029.656250 Penalty: 2614.190430
	Iteration 49Q: 3 clusters Score -317029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -317030.593750 Penalty: 2614.190430
	Iteration 50Q: 3 clusters Score -317030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -317030.656250 Penalty: 2614.190430
	Iteration 51Q: 3 clusters Score -317030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -317031.687500 Penalty: 2614.190430
	Iteration 52Q: 3 clusters Score -317031.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317034.750000 Penalty: 2614.190430
	Iteration 53Q: 3 clusters Score -317034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -317035.562500 Penalty: 2614.190430
	Iteration 54Q: 3 clusters Score -317035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -317039.625000 Penalty: 2614.190430
	Iteration 55Q: 3 clusters Score -317039.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -317043.968750 Penalty: 2614.190430
	Iteration 56Q: 3 clusters Score -317044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -317049.812500 Penalty: 2614.190430
	Iteration 57Q: 3 clusters Score -317049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -317054.375000 Penalty: 2614.190430
	Iteration 58Q: 3 clusters Score -317054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -317058.718750 Penalty: 2614.190430
	Iteration 59Q: 3 clusters Score -317058.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -317064.656250 Penalty: 2614.190430
	Iteration 60F: 3 clusters Score -317064.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -317072.687500 Penalty: 2614.190430
	Iteration 61Q: 3 clusters Score -317072.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -317083.406250 Penalty: 2614.190430
	Iteration 62Q: 3 clusters Score -317083.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -317093.187500 Penalty: 2614.190430
	Iteration 63Q: 3 clusters Score -317093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -317102.000000 Penalty: 2614.190430
	Iteration 64Q: 3 clusters Score -317102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -317111.531250 Penalty: 2614.190430
	Iteration 65Q: 3 clusters Score -317111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -317118.281250 Penalty: 2614.190430
	Iteration 66Q: 3 clusters Score -317118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -317124.281250 Penalty: 2614.190430
	Iteration 67Q: 3 clusters Score -317124.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -317130.187500 Penalty: 2614.190430
	Iteration 68Q: 3 clusters Score -317130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -317135.625000 Penalty: 2614.190430
	Iteration 69Q: 3 clusters Score -317135.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -317143.406250 Penalty: 2614.190430
	Iteration 70Q: 3 clusters Score -317143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -317149.656250 Penalty: 2614.190430
	Iteration 71Q: 3 clusters Score -317149.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -317155.687500 Penalty: 2614.190430
	Iteration 72Q: 3 clusters Score -317155.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -317162.562500 Penalty: 2614.190430
	Iteration 73Q: 3 clusters Score -317162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -317170.125000 Penalty: 2614.190430
	Iteration 74Q: 3 clusters Score -317170.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -317184.343750 Penalty: 2614.190430
	Iteration 75Q: 3 clusters Score -317184.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -317195.250000 Penalty: 2614.190430
	Iteration 76Q: 3 clusters Score -317195.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -317207.437500 Penalty: 2614.190430
	Iteration 77Q: 3 clusters Score -317207.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -317215.625000 Penalty: 2614.190430
	Iteration 78Q: 3 clusters Score -317215.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -317222.312500 Penalty: 2614.190430
	Iteration 79Q: 3 clusters Score -317222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -317228.750000 Penalty: 2614.190430
	Iteration 80F: 3 clusters Score -317228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -317232.812500 Penalty: 2614.190430
	Iteration 81Q: 3 clusters Score -317232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -317237.343750 Penalty: 2614.190430
	Iteration 82Q: 3 clusters Score -317237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -317243.062500 Penalty: 2614.190430
	Iteration 83Q: 3 clusters Score -317243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -317253.718750 Penalty: 2614.190430
	Iteration 84Q: 3 clusters Score -317253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -317260.562500 Penalty: 2614.190430
	Iteration 85Q: 3 clusters Score -317260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -317268.312500 Penalty: 2614.190430
	Iteration 86Q: 3 clusters Score -317268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -317276.250000 Penalty: 2614.190430
	Iteration 87Q: 3 clusters Score -317276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -317285.000000 Penalty: 2614.190430
	Iteration 88Q: 3 clusters Score -317285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -317301.312500 Penalty: 2614.190430
	Iteration 89Q: 3 clusters Score -317301.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -317323.406250 Penalty: 2614.190430
	Iteration 90Q: 3 clusters Score -317323.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -317339.968750 Penalty: 2614.190430
	Iteration 91Q: 3 clusters Score -317340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -317356.875000 Penalty: 2614.190430
	Iteration 92Q: 3 clusters Score -317356.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -317367.343750 Penalty: 2614.190430
	Iteration 93Q: 3 clusters Score -317367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -317373.343750 Penalty: 2614.190430
	Iteration 94Q: 3 clusters Score -317373.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -317377.562500 Penalty: 2614.190430
	Iteration 95Q: 3 clusters Score -317377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -317382.593750 Penalty: 2614.190430
	Iteration 96Q: 3 clusters Score -317382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -317388.125000 Penalty: 2614.190430
	Iteration 97Q: 3 clusters Score -317388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -317391.218750 Penalty: 2614.190430
	Iteration 98Q: 3 clusters Score -317391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -317392.812500 Penalty: 2614.190430
	Iteration 99Q: 3 clusters Score -317392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -317395.312500 Penalty: 2614.190430
	Iteration 100F: 3 clusters Score -317395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -317397.875000 Penalty: 2614.190430
	Iteration 101Q: 3 clusters Score -317397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -317400.343750 Penalty: 2614.190430
	Iteration 102Q: 3 clusters Score -317400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -317400.343750 Penalty: 2614.190430
	Iteration 103F: 3 clusters Score -317400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Entering Unmasked Estep 
Score: -4035624.000000 Penalty: 1712.579834
	Iteration 0F: 2 clusters Score -4035624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4010125.000000 Penalty: 3425.159668
	Iteration 0F: 3 clusters Score -4010125 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4020120.000000 Penalty: 3425.159668
	Iteration 1F: 3 clusters Score -4020120 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4020631.500000 Penalty: 3425.159668
	Iteration 2Q: 3 clusters Score -4020632 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4021325.250000 Penalty: 3425.159668
	Iteration 3Q: 3 clusters Score -4021325 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4022311.000000 Penalty: 3425.159668
	Iteration 4Q: 3 clusters Score -4022311 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -4023663.250000 Penalty: 3425.159668
	Iteration 5F: 3 clusters Score -4023663 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4025609.250000 Penalty: 3425.159668
	Iteration 6F: 3 clusters Score -4025609 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4027756.750000 Penalty: 3425.159668
	Iteration 7F: 3 clusters Score -4027757 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4029661.750000 Penalty: 3425.159668
	Iteration 8F: 3 clusters Score -4029662 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4031030.250000 Penalty: 3425.159668
	Iteration 9Q: 3 clusters Score -4031030 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4031980.000000 Penalty: 3425.159668
	Iteration 10Q: 3 clusters Score -4031980 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4032584.000000 Penalty: 3425.159668
	Iteration 11Q: 3 clusters Score -4032584 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4033057.250000 Penalty: 3425.159668
	Iteration 12Q: 3 clusters Score -4033057 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4033385.750000 Penalty: 3425.159668
	Iteration 13Q: 3 clusters Score -4033386 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4033631.250000 Penalty: 3425.159668
	Iteration 14Q: 3 clusters Score -4033631 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4033808.250000 Penalty: 3425.159668
	Iteration 15Q: 3 clusters Score -4033808 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4033905.500000 Penalty: 3425.159668
	Iteration 16Q: 3 clusters Score -4033906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4033960.250000 Penalty: 3425.159668
	Iteration 17Q: 3 clusters Score -4033960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4034006.000000 Penalty: 3425.159668
	Iteration 18Q: 3 clusters Score -4034006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -4034036.000000 Penalty: 3425.159668
	Iteration 19Q: 3 clusters Score -4034036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4034063.000000 Penalty: 3425.159668
	Iteration 20F: 3 clusters Score -4034063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4034087.250000 Penalty: 3425.159668
	Iteration 21Q: 3 clusters Score -4034087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4034111.250000 Penalty: 3425.159668
	Iteration 22Q: 3 clusters Score -4034111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -4034124.500000 Penalty: 3425.159668
	Iteration 23Q: 3 clusters Score -4034124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4034134.250000 Penalty: 3425.159668
	Iteration 24Q: 3 clusters Score -4034134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4034147.000000 Penalty: 3425.159668
	Iteration 25Q: 3 clusters Score -4034147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4034155.500000 Penalty: 3425.159668
	Iteration 26Q: 3 clusters Score -4034156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4034160.250000 Penalty: 3425.159668
	Iteration 27Q: 3 clusters Score -4034160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4034175.000000 Penalty: 3425.159668
	Iteration 28Q: 3 clusters Score -4034175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4034188.250000 Penalty: 3425.159668
	Iteration 29Q: 3 clusters Score -4034188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4034200.000000 Penalty: 3425.159668
	Iteration 30Q: 3 clusters Score -4034200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4034207.750000 Penalty: 3425.159668
	Iteration 31Q: 3 clusters Score -4034208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4034215.250000 Penalty: 3425.159668
	Iteration 32Q: 3 clusters Score -4034215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4034215.750000 Penalty: 3425.159668
	Iteration 33Q: 3 clusters Score -4034216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4034218.000000 Penalty: 3425.159668
	Iteration 34Q: 3 clusters Score -4034218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4034218.000000 Penalty: 3425.159668
	Iteration 35Q: 3 clusters Score -4034218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4034220.750000 Penalty: 3425.159668
	Iteration 36Q: 3 clusters Score -4034221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4034221.500000 Penalty: 3425.159668
	Iteration 37Q: 3 clusters Score -4034222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4034222.500000 Penalty: 3425.159668
	Iteration 38Q: 3 clusters Score -4034222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4034227.250000 Penalty: 3425.159668
	Iteration 39Q: 3 clusters Score -4034227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4034227.250000 Penalty: 3425.159668
	Iteration 40F: 3 clusters Score -4034227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47495 members 
Mstep: Class 5 contains 46998 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63932 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35695 members 
Mstep: Class 17 contains 235982 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 119Q: 20 clusters Score -7.021022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47495 members 
Mstep: Class 5 contains 47000 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63932 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35697 members 
Mstep: Class 17 contains 235977 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210240.000000 Penalty: 41459.531250
Iteration 120F: 20 clusters Score -7.021024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63931 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35699 members 
Mstep: Class 17 contains 235974 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210232.000000 Penalty: 41459.531250
Iteration 121Q: 20 clusters Score -7.021023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 47002 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63930 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235971 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210216.000000 Penalty: 41459.531250
Iteration 122Q: 20 clusters Score -7.021022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47004 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63930 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235968 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 123Q: 20 clusters Score -7.021022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 47505 members 
Mstep: Class 5 contains 47008 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63930 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235967 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 124Q: 20 clusters Score -7.021022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47644 members 
Mstep: Class 4 contains 47504 members 
Mstep: Class 5 contains 47011 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235970 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210240.000000 Penalty: 41459.531250
Iteration 125Q: 20 clusters Score -7.021024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47013 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235970 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210232.000000 Penalty: 41459.531250
Iteration 126Q: 20 clusters Score -7.021023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47014 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210240.000000 Penalty: 41459.531250
Iteration 127Q: 20 clusters Score -7.021024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47015 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 128Q: 20 clusters Score -7.021022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47016 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210232.000000 Penalty: 41459.531250
Iteration 129Q: 20 clusters Score -7.021023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47018 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235967 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210248.000000 Penalty: 41459.531250
Iteration 130Q: 20 clusters Score -7.021025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47018 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235968 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210232.000000 Penalty: 41459.531250
Iteration 131Q: 20 clusters Score -7.021023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 132Q: 20 clusters Score -7.021022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210224.000000 Penalty: 41459.531250
Iteration 133F: 20 clusters Score -7.021022e+07 nChanged 0
Entering ConstructFrom: 
Score: -70210224.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (32905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Entering Unmasked Estep 
Score: -3519198.750000 Penalty: 1690.224243
	Iteration 0F: 2 clusters Score -3519199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3497007.250000 Penalty: 3380.448486
	Iteration 0F: 3 clusters Score -3497007 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3505428.750000 Penalty: 3380.448486
	Iteration 1F: 3 clusters Score -3505429 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3505752.500000 Penalty: 3380.448486
	Iteration 2Q: 3 clusters Score -3505752 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3506102.000000 Penalty: 3380.448486
	Iteration 3Q: 3 clusters Score -3506102 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3506521.000000 Penalty: 3380.448486
	Iteration 4Q: 3 clusters Score -3506521 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3507115.000000 Penalty: 3380.448486
	Iteration 5Q: 3 clusters Score -3507115 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3508048.000000 Penalty: 3380.448486
	Iteration 6F: 3 clusters Score -3508048 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3509512.000000 Penalty: 3380.448486
	Iteration 7F: 3 clusters Score -3509512 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3511482.750000 Penalty: 3380.448486
	Iteration 8F: 3 clusters Score -3511483 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3513564.250000 Penalty: 3380.448486
	Iteration 9F: 3 clusters Score -3513564 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3515239.250000 Penalty: 3380.448486
	Iteration 10F: 3 clusters Score -3515239 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3516294.000000 Penalty: 3380.448486
	Iteration 11Q: 3 clusters Score -3516294 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3516851.500000 Penalty: 3380.448486
	Iteration 12Q: 3 clusters Score -3516852 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3517196.500000 Penalty: 3380.448486
	Iteration 13Q: 3 clusters Score -3517196 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3517369.000000 Penalty: 3380.448486
	Iteration 14Q: 3 clusters Score -3517369 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3517481.750000 Penalty: 3380.448486
	Iteration 15Q: 3 clusters Score -3517482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3517553.000000 Penalty: 3380.448486
	Iteration 16Q: 3 clusters Score -3517553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3517608.500000 Penalty: 3380.448486
	Iteration 17Q: 3 clusters Score -3517608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3517651.000000 Penalty: 3380.448486
	Iteration 18Q: 3 clusters Score -3517651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3517680.000000 Penalty: 3380.448486
	Iteration 19Q: 3 clusters Score -3517680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3517699.750000 Penalty: 3380.448486
	Iteration 20F: 3 clusters Score -3517700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3517713.000000 Penalty: 3380.448486
	Iteration 21Q: 3 clusters Score -3517713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3517728.500000 Penalty: 3380.448486
	Iteration 22Q: 3 clusters Score -3517728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3517736.500000 Penalty: 3380.448486
	Iteration 23Q: 3 clusters Score -3517736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3517743.750000 Penalty: 3380.448486
	Iteration 24Q: 3 clusters Score -3517744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3517754.500000 Penalty: 3380.448486
	Iteration 25Q: 3 clusters Score -3517754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3517765.750000 Penalty: 3380.448486
	Iteration 26Q: 3 clusters Score -3517766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3517783.000000 Penalty: 3380.448486
	Iteration 27Q: 3 clusters Score -3517783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3517797.250000 Penalty: 3380.448486
	Iteration 28Q: 3 clusters Score -3517797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3517804.250000 Penalty: 3380.448486
	Iteration 29Q: 3 clusters Score -3517804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -3517808.000000 Penalty: 3380.448486
	Iteration 30Q: 3 clusters Score -3517808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3517817.000000 Penalty: 3380.448486
	Iteration 31Q: 3 clusters Score -3517817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3517825.750000 Penalty: 3380.448486
	Iteration 32Q: 3 clusters Score -3517826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -3517829.750000 Penalty: 3380.448486
	Iteration 33Q: 3 clusters Score -3517830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3517829.750000 Penalty: 3380.448486
	Iteration 34Q: 3 clusters Score -3517830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3517830.250000 Penalty: 3380.448486
	Iteration 35Q: 3 clusters Score -3517830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -3517839.000000 Penalty: 3380.448486
	Iteration 36Q: 3 clusters Score -3517839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -3517840.500000 Penalty: 3380.448486
	Iteration 37Q: 3 clusters Score -3517840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3517842.250000 Penalty: 3380.448486
	Iteration 38Q: 3 clusters Score -3517842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3517844.250000 Penalty: 3380.448486
	Iteration 39Q: 3 clusters Score -3517844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -3517844.750000 Penalty: 3380.448486
	Iteration 40F: 3 clusters Score -3517845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3517844.500000 Penalty: 3380.448486
	Iteration 41Q: 3 clusters Score -3517844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3517844.750000 Penalty: 3380.448486
	Iteration 42Q: 3 clusters Score -3517845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3517848.500000 Penalty: 3380.448486
	Iteration 43Q: 3 clusters Score -3517848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3517847.750000 Penalty: 3380.448486
	Iteration 44Q: 3 clusters Score -3517848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3517853.250000 Penalty: 3380.448486
	Iteration 45Q: 3 clusters Score -3517853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3517855.250000 Penalty: 3380.448486
	Iteration 46Q: 3 clusters Score -3517855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3517858.250000 Penalty: 3380.448486
	Iteration 47Q: 3 clusters Score -3517858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3517856.500000 Penalty: 3380.448486
	Iteration 48Q: 3 clusters Score -3517856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3517860.750000 Penalty: 3380.448486
	Iteration 49Q: 3 clusters Score -3517861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3517863.250000 Penalty: 3380.448486
	Iteration 50Q: 3 clusters Score -3517863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -3517872.000000 Penalty: 3380.448486
	Iteration 51Q: 3 clusters Score -3517872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -3517871.750000 Penalty: 3380.448486
	Iteration 52Q: 3 clusters Score -3517872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -3517871.750000 Penalty: 3380.448486
	Iteration 53F: 3 clusters Score -3517872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Entering Unmasked Estep 
Score: -3666674.500000 Penalty: 1696.966553
	Iteration 0F: 2 clusters Score -3666674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3643648.750000 Penalty: 3393.933105
	Iteration 0F: 3 clusters Score -3643649 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3652632.250000 Penalty: 3393.933105
	Iteration 1F: 3 clusters Score -3652632 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3653193.500000 Penalty: 3393.933105
	Iteration 2Q: 3 clusters Score -3653194 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3653854.250000 Penalty: 3393.933105
	Iteration 3Q: 3 clusters Score -3653854 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3654757.750000 Penalty: 3393.933105
	Iteration 4F: 3 clusters Score -3654758 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3656149.250000 Penalty: 3393.933105
	Iteration 5F: 3 clusters Score -3656149 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3658161.750000 Penalty: 3393.933105
	Iteration 6F: 3 clusters Score -3658162 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3660532.500000 Penalty: 3393.933105
	Iteration 7F: 3 clusters Score -3660532 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3662513.750000 Penalty: 3393.933105
	Iteration 8F: 3 clusters Score -3662514 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3663799.500000 Penalty: 3393.933105
	Iteration 9Q: 3 clusters Score -3663800 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3664456.500000 Penalty: 3393.933105
	Iteration 10Q: 3 clusters Score -3664456 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3664830.500000 Penalty: 3393.933105
	Iteration 11Q: 3 clusters Score -3664830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3665045.750000 Penalty: 3393.933105
	Iteration 12Q: 3 clusters Score -3665046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3665136.500000 Penalty: 3393.933105
	Iteration 13Q: 3 clusters Score -3665136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3665203.750000 Penalty: 3393.933105
	Iteration 14Q: 3 clusters Score -3665204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3665242.000000 Penalty: 3393.933105
	Iteration 15Q: 3 clusters Score -3665242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3665263.500000 Penalty: 3393.933105
	Iteration 16Q: 3 clusters Score -3665264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3665283.000000 Penalty: 3393.933105
	Iteration 17Q: 3 clusters Score -3665283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3665292.500000 Penalty: 3393.933105
	Iteration 18Q: 3 clusters Score -3665292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3665307.500000 Penalty: 3393.933105
	Iteration 19Q: 3 clusters Score -3665308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3665314.000000 Penalty: 3393.933105
	Iteration 20F: 3 clusters Score -3665314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3665323.500000 Penalty: 3393.933105
	Iteration 21Q: 3 clusters Score -3665324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3665324.750000 Penalty: 3393.933105
	Iteration 22Q: 3 clusters Score -3665325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3665324.500000 Penalty: 3393.933105
	Iteration 23Q: 3 clusters Score -3665324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3665327.750000 Penalty: 3393.933105
	Iteration 24Q: 3 clusters Score -3665328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3665333.250000 Penalty: 3393.933105
	Iteration 25Q: 3 clusters Score -3665333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3665331.000000 Penalty: 3393.933105
	Iteration 26Q: 3 clusters Score -3665331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3665334.750000 Penalty: 3393.933105
	Iteration 27Q: 3 clusters Score -3665335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3665338.500000 Penalty: 3393.933105
	Iteration 28Q: 3 clusters Score -3665338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3665341.750000 Penalty: 3393.933105
	Iteration 29Q: 3 clusters Score -3665342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3665340.250000 Penalty: 3393.933105
	Iteration 30Q: 3 clusters Score -3665340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3665344.250000 Penalty: 3393.933105
	Iteration 31Q: 3 clusters Score -3665344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3665343.500000 Penalty: 3393.933105
	Iteration 32Q: 3 clusters Score -3665344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3665343.500000 Penalty: 3393.933105
	Iteration 33F: 3 clusters Score -3665344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Entering Unmasked Estep 
Score: -5059495.000000 Penalty: 1750.367310
	Iteration 0F: 2 clusters Score -5059495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5027752.000000 Penalty: 3500.734619
	Iteration 0F: 3 clusters Score -5027752 nChanged 22185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5040378.000000 Penalty: 3500.734619
	Iteration 1F: 3 clusters Score -5040378 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5041007.000000 Penalty: 3500.734619
	Iteration 2Q: 3 clusters Score -5041007 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5041831.500000 Penalty: 3500.734619
	Iteration 3Q: 3 clusters Score -5041832 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5043018.000000 Penalty: 3500.734619
	Iteration 4Q: 3 clusters Score -5043018 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -5044631.500000 Penalty: 3500.734619
	Iteration 5F: 3 clusters Score -5044632 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5046694.000000 Penalty: 3500.734619
	Iteration 6F: 3 clusters Score -5046694 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5048659.500000 Penalty: 3500.734619
	Iteration 7F: 3 clusters Score -5048660 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5050173.000000 Penalty: 3500.734619
	Iteration 8F: 3 clusters Score -5050173 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5050997.000000 Penalty: 3500.734619
	Iteration 9Q: 3 clusters Score -5050997 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5051455.500000 Penalty: 3500.734619
	Iteration 10Q: 3 clusters Score -5051456 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5051749.000000 Penalty: 3500.734619
	Iteration 11Q: 3 clusters Score -5051749 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5051994.000000 Penalty: 3500.734619
	Iteration 12Q: 3 clusters Score -5051994 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5052178.500000 Penalty: 3500.734619
	Iteration 13Q: 3 clusters Score -5052178 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5052341.000000 Penalty: 3500.734619
	Iteration 14Q: 3 clusters Score -5052341 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5052504.000000 Penalty: 3500.734619
	Iteration 15Q: 3 clusters Score -5052504 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5052654.000000 Penalty: 3500.734619
	Iteration 16Q: 3 clusters Score -5052654 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5052804.000000 Penalty: 3500.734619
	Iteration 17Q: 3 clusters Score -5052804 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -5052933.000000 Penalty: 3500.734619
	Iteration 18Q: 3 clusters Score -5052933 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5053085.000000 Penalty: 3500.734619
	Iteration 19Q: 3 clusters Score -5053085 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5053224.000000 Penalty: 3500.734619
	Iteration 20F: 3 clusters Score -5053224 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -5053366.500000 Penalty: 3500.734619
	Iteration 21Q: 3 clusters Score -5053366 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5053540.500000 Penalty: 3500.734619
	Iteration 22Q: 3 clusters Score -5053540 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -5053711.500000 Penalty: 3500.734619
	Iteration 23Q: 3 clusters Score -5053712 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5053874.500000 Penalty: 3500.734619
	Iteration 24Q: 3 clusters Score -5053874 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5054102.000000 Penalty: 3500.734619
	Iteration 25Q: 3 clusters Score -5054102 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -5054272.500000 Penalty: 3500.734619
	Iteration 26Q: 3 clusters Score -5054272 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5054406.000000 Penalty: 3500.734619
	Iteration 27Q: 3 clusters Score -5054406 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5054532.000000 Penalty: 3500.734619
	Iteration 28Q: 3 clusters Score -5054532 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -5054678.000000 Penalty: 3500.734619
	Iteration 29Q: 3 clusters Score -5054678 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5054823.500000 Penalty: 3500.734619
	Iteration 30Q: 3 clusters Score -5054824 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -5054968.500000 Penalty: 3500.734619
	Iteration 31Q: 3 clusters Score -5054968 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -5055095.000000 Penalty: 3500.734619
	Iteration 32Q: 3 clusters Score -5055095 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5055235.500000 Penalty: 3500.734619
	Iteration 33Q: 3 clusters Score -5055236 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5055372.500000 Penalty: 3500.734619
	Iteration 34Q: 3 clusters Score -5055372 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5055504.500000 Penalty: 3500.734619
	Iteration 35Q: 3 clusters Score -5055504 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -5055640.500000 Penalty: 3500.734619
	Iteration 36Q: 3 clusters Score -5055640 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5055807.500000 Penalty: 3500.734619
	Iteration 37Q: 3 clusters Score -5055808 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5055969.500000 Penalty: 3500.734619
	Iteration 38Q: 3 clusters Score -5055970 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5056138.500000 Penalty: 3500.734619
	Iteration 39Q: 3 clusters Score -5056138 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5056335.000000 Penalty: 3500.734619
	Iteration 40F: 3 clusters Score -5056335 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5056494.500000 Penalty: 3500.734619
	Iteration 41Q: 3 clusters Score -5056494 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5056666.000000 Penalty: 3500.734619
	Iteration 42Q: 3 clusters Score -5056666 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5056841.500000 Penalty: 3500.734619
	Iteration 43Q: 3 clusters Score -5056842 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5057044.000000 Penalty: 3500.734619
	Iteration 44Q: 3 clusters Score -5057044 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5057199.000000 Penalty: 3500.734619
	Iteration 45Q: 3 clusters Score -5057199 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5057347.000000 Penalty: 3500.734619
	Iteration 46Q: 3 clusters Score -5057347 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5057452.500000 Penalty: 3500.734619
	Iteration 47Q: 3 clusters Score -5057452 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5057543.500000 Penalty: 3500.734619
	Iteration 48Q: 3 clusters Score -5057544 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5057629.500000 Penalty: 3500.734619
	Iteration 49Q: 3 clusters Score -5057630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5057698.000000 Penalty: 3500.734619
	Iteration 50Q: 3 clusters Score -5057698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5057767.500000 Penalty: 3500.734619
	Iteration 51Q: 3 clusters Score -5057768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5057821.000000 Penalty: 3500.734619
	Iteration 52Q: 3 clusters Score -5057821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5057853.000000 Penalty: 3500.734619
	Iteration 53Q: 3 clusters Score -5057853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5057884.000000 Penalty: 3500.734619
	Iteration 54Q: 3 clusters Score -5057884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5057896.500000 Penalty: 3500.734619
	Iteration 55Q: 3 clusters Score -5057896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5057917.500000 Penalty: 3500.734619
	Iteration 56Q: 3 clusters Score -5057918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5057939.000000 Penalty: 3500.734619
	Iteration 57Q: 3 clusters Score -5057939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5057952.000000 Penalty: 3500.734619
	Iteration 58Q: 3 clusters Score -5057952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5057957.500000 Penalty: 3500.734619
	Iteration 59Q: 3 clusters Score -5057958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5057966.000000 Penalty: 3500.734619
	Iteration 60F: 3 clusters Score -5057966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5057975.500000 Penalty: 3500.734619
	Iteration 61Q: 3 clusters Score -5057976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5057983.000000 Penalty: 3500.734619
	Iteration 62Q: 3 clusters Score -5057983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5058001.500000 Penalty: 3500.734619
	Iteration 63Q: 3 clusters Score -5058002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5058009.000000 Penalty: 3500.734619
	Iteration 64Q: 3 clusters Score -5058009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5058023.500000 Penalty: 3500.734619
	Iteration 65Q: 3 clusters Score -5058024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5058026.000000 Penalty: 3500.734619
	Iteration 66Q: 3 clusters Score -5058026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5058026.500000 Penalty: 3500.734619
	Iteration 67Q: 3 clusters Score -5058026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5058025.500000 Penalty: 3500.734619
	Iteration 68Q: 3 clusters Score -5058026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5058025.500000 Penalty: 3500.734619
	Iteration 69Q: 3 clusters Score -5058026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5058028.500000 Penalty: 3500.734619
	Iteration 70Q: 3 clusters Score -5058028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5058031.500000 Penalty: 3500.734619
	Iteration 71Q: 3 clusters Score -5058032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5058034.000000 Penalty: 3500.734619
	Iteration 72Q: 3 clusters Score -5058034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5058033.000000 Penalty: 3500.734619
	Iteration 73Q: 3 clusters Score -5058033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5058033.000000 Penalty: 3500.734619
	Iteration 74F: 3 clusters Score -5058033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Entering Unmasked Estep 
Score: -5070573.500000 Penalty: 1749.889038
	Iteration 0F: 2 clusters Score -5070574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5038680.500000 Penalty: 3499.778076
	Iteration 0F: 3 clusters Score -5038680 nChanged 22348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5051612.000000 Penalty: 3499.778076
	Iteration 1F: 3 clusters Score -5051612 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -5052243.500000 Penalty: 3499.778076
	Iteration 2Q: 3 clusters Score -5052244 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5053099.500000 Penalty: 3499.778076
	Iteration 3Q: 3 clusters Score -5053100 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5054289.500000 Penalty: 3499.778076
	Iteration 4F: 3 clusters Score -5054290 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5056011.000000 Penalty: 3499.778076
	Iteration 5F: 3 clusters Score -5056011 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5058359.000000 Penalty: 3499.778076
	Iteration 6F: 3 clusters Score -5058359 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5060905.000000 Penalty: 3499.778076
	Iteration 7F: 3 clusters Score -5060905 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5063215.500000 Penalty: 3499.778076
	Iteration 8F: 3 clusters Score -5063216 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5064937.000000 Penalty: 3499.778076
	Iteration 9Q: 3 clusters Score -5064937 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5066084.500000 Penalty: 3499.778076
	Iteration 10Q: 3 clusters Score -5066084 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5066816.500000 Penalty: 3499.778076
	Iteration 11Q: 3 clusters Score -5066816 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5067269.500000 Penalty: 3499.778076
	Iteration 12Q: 3 clusters Score -5067270 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5067565.000000 Penalty: 3499.778076
	Iteration 13Q: 3 clusters Score -5067565 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5067816.000000 Penalty: 3499.778076
	Iteration 14Q: 3 clusters Score -5067816 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5067992.000000 Penalty: 3499.778076
	Iteration 15Q: 3 clusters Score -5067992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5068173.000000 Penalty: 3499.778076
	Iteration 16Q: 3 clusters Score -5068173 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5068300.000000 Penalty: 3499.778076
	Iteration 17Q: 3 clusters Score -5068300 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5068417.500000 Penalty: 3499.778076
	Iteration 18Q: 3 clusters Score -5068418 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -5068495.500000 Penalty: 3499.778076
	Iteration 19Q: 3 clusters Score -5068496 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5068553.500000 Penalty: 3499.778076
	Iteration 20F: 3 clusters Score -5068554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -5068629.500000 Penalty: 3499.778076
	Iteration 21Q: 3 clusters Score -5068630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5068692.500000 Penalty: 3499.778076
	Iteration 22Q: 3 clusters Score -5068692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -5068734.500000 Penalty: 3499.778076
	Iteration 23Q: 3 clusters Score -5068734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -5068759.500000 Penalty: 3499.778076
	Iteration 24Q: 3 clusters Score -5068760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5068789.500000 Penalty: 3499.778076
	Iteration 25Q: 3 clusters Score -5068790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5068837.500000 Penalty: 3499.778076
	Iteration 26Q: 3 clusters Score -5068838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5068872.000000 Penalty: 3499.778076
	Iteration 27Q: 3 clusters Score -5068872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5068898.000000 Penalty: 3499.778076
	Iteration 28Q: 3 clusters Score -5068898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -5068932.500000 Penalty: 3499.778076
	Iteration 29Q: 3 clusters Score -5068932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5068959.500000 Penalty: 3499.778076
	Iteration 30Q: 3 clusters Score -5068960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5068970.000000 Penalty: 3499.778076
	Iteration 31Q: 3 clusters Score -5068970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -5068988.500000 Penalty: 3499.778076
	Iteration 32Q: 3 clusters Score -5068988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -5068994.000000 Penalty: 3499.778076
	Iteration 33Q: 3 clusters Score -5068994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -5069000.500000 Penalty: 3499.778076
	Iteration 34Q: 3 clusters Score -5069000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -5069010.500000 Penalty: 3499.778076
	Iteration 35Q: 3 clusters Score -5069010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -5069017.000000 Penalty: 3499.778076
	Iteration 36Q: 3 clusters Score -5069017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -5069015.500000 Penalty: 3499.778076
	Iteration 37Q: 3 clusters Score -5069016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5069018.500000 Penalty: 3499.778076
	Iteration 38Q: 3 clusters Score -5069018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5069022.000000 Penalty: 3499.778076
	Iteration 39Q: 3 clusters Score -5069022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -5069022.000000 Penalty: 3499.778076
	Iteration 40F: 3 clusters Score -5069022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -5069027.500000 Penalty: 3499.778076
	Iteration 41Q: 3 clusters Score -5069028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5069032.000000 Penalty: 3499.778076
	Iteration 42Q: 3 clusters Score -5069032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -5069029.500000 Penalty: 3499.778076
	Iteration 43Q: 3 clusters Score -5069030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5069035.500000 Penalty: 3499.778076
	Iteration 44Q: 3 clusters Score -5069036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -5069043.000000 Penalty: 3499.778076
	Iteration 45Q: 3 clusters Score -5069043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -5069045.000000 Penalty: 3499.778076
	Iteration 46Q: 3 clusters Score -5069045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5069048.000000 Penalty: 3499.778076
	Iteration 47Q: 3 clusters Score -5069048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5069048.000000 Penalty: 3499.778076
	Iteration 48F: 3 clusters Score -5069048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Entering Unmasked Estep 
Score: -4994569.500000 Penalty: 1748.218018
	Iteration 0F: 2 clusters Score -4994570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4963171.000000 Penalty: 3496.436035
	Iteration 0F: 3 clusters Score -4963171 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4975706.000000 Penalty: 3496.436035
	Iteration 1F: 3 clusters Score -4975706 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4976464.500000 Penalty: 3496.436035
	Iteration 2Q: 3 clusters Score -4976464 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4977400.000000 Penalty: 3496.436035
	Iteration 3Q: 3 clusters Score -4977400 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4978696.000000 Penalty: 3496.436035
	Iteration 4F: 3 clusters Score -4978696 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -4980534.500000 Penalty: 3496.436035
	Iteration 5F: 3 clusters Score -4980534 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4983059.000000 Penalty: 3496.436035
	Iteration 6F: 3 clusters Score -4983059 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4985996.500000 Penalty: 3496.436035
	Iteration 7F: 3 clusters Score -4985996 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -4988693.000000 Penalty: 3496.436035
	Iteration 8F: 3 clusters Score -4988693 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4990470.000000 Penalty: 3496.436035
	Iteration 9Q: 3 clusters Score -4990470 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4991470.500000 Penalty: 3496.436035
	Iteration 10Q: 3 clusters Score -4991470 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4992045.000000 Penalty: 3496.436035
	Iteration 11Q: 3 clusters Score -4992045 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4992420.500000 Penalty: 3496.436035
	Iteration 12Q: 3 clusters Score -4992420 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4992667.000000 Penalty: 3496.436035
	Iteration 13Q: 3 clusters Score -4992667 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4992872.500000 Penalty: 3496.436035
	Iteration 14Q: 3 clusters Score -4992872 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4993016.500000 Penalty: 3496.436035
	Iteration 15Q: 3 clusters Score -4993016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4993138.000000 Penalty: 3496.436035
	Iteration 16Q: 3 clusters Score -4993138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4993199.500000 Penalty: 3496.436035
	Iteration 17Q: 3 clusters Score -4993200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4993280.500000 Penalty: 3496.436035
	Iteration 18Q: 3 clusters Score -4993280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4993346.500000 Penalty: 3496.436035
	Iteration 19Q: 3 clusters Score -4993346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4993365.500000 Penalty: 3496.436035
	Iteration 20F: 3 clusters Score -4993366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4993379.500000 Penalty: 3496.436035
	Iteration 21Q: 3 clusters Score -4993380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4993396.000000 Penalty: 3496.436035
	Iteration 22Q: 3 clusters Score -4993396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4993411.500000 Penalty: 3496.436035
	Iteration 23Q: 3 clusters Score -4993412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4993434.000000 Penalty: 3496.436035
	Iteration 24Q: 3 clusters Score -4993434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4993431.000000 Penalty: 3496.436035
	Iteration 25Q: 3 clusters Score -4993431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4993440.000000 Penalty: 3496.436035
	Iteration 26Q: 3 clusters Score -4993440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4993449.500000 Penalty: 3496.436035
	Iteration 27Q: 3 clusters Score -4993450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4993454.000000 Penalty: 3496.436035
	Iteration 28Q: 3 clusters Score -4993454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4993454.500000 Penalty: 3496.436035
	Iteration 29Q: 3 clusters Score -4993454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4993455.500000 Penalty: 3496.436035
	Iteration 30Q: 3 clusters Score -4993456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4993457.500000 Penalty: 3496.436035
	Iteration 31Q: 3 clusters Score -4993458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4993451.500000 Penalty: 3496.436035
	Iteration 32Q: 3 clusters Score -4993452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4993453.500000 Penalty: 3496.436035
	Iteration 33Q: 3 clusters Score -4993454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4993459.000000 Penalty: 3496.436035
	Iteration 34Q: 3 clusters Score -4993459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4993455.500000 Penalty: 3496.436035
	Iteration 35Q: 3 clusters Score -4993456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4993455.500000 Penalty: 3496.436035
	Iteration 36Q: 3 clusters Score -4993456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4993457.000000 Penalty: 3496.436035
	Iteration 37Q: 3 clusters Score -4993457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4993460.000000 Penalty: 3496.436035
	Iteration 38Q: 3 clusters Score -4993460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4993460.000000 Penalty: 3496.436035
	Iteration 39Q: 3 clusters Score -4993460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4993463.500000 Penalty: 3496.436035
	Iteration 40F: 3 clusters Score -4993464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4993458.500000 Penalty: 3496.436035
	Iteration 41Q: 3 clusters Score -4993458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4993458.500000 Penalty: 3496.436035
	Iteration 42F: 3 clusters Score -4993458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -157890.046875 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -157890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -156119.000000 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -156119 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156508.890625 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -156508.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156634.750000 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -156634.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -156730.515625 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -156730.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -156836.187500 Penalty: 2388.917725
	Iteration 4F: 3 clusters Score -156836.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -156916.796875 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -156916.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156959.859375 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -156959.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156992.343750 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -156992.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157026.703125 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -157026.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157055.453125 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -157055.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157080.921875 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -157080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157098.921875 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -157098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157108.656250 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -157108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157122.625000 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -157122.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157137.296875 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -157137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157149.437500 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -157149.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157157.468750 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -157157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157164.078125 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -157164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -157174.500000 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -157174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157184.171875 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -157184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157192.093750 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -157192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157197.000000 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -157197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157201.750000 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -157201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157206.718750 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -157206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -157210.187500 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -157210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157213.078125 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -157213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157214.046875 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -157214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -157216.453125 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -157216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157217.281250 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -157217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -157218.984375 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -157219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157219.968750 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -157220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157219.968750 Penalty: 2388.917725
	Iteration 31F: 3 clusters Score -157220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Entering Unmasked Estep 
Score: -2814272.000000 Penalty: 1653.901611
	Iteration 0F: 2 clusters Score -2814272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2796411.250000 Penalty: 3307.803223
	Iteration 0F: 3 clusters Score -2796411 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2803177.500000 Penalty: 3307.803223
	Iteration 1F: 3 clusters Score -2803178 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2803597.250000 Penalty: 3307.803223
	Iteration 2Q: 3 clusters Score -2803597 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2804041.250000 Penalty: 3307.803223
	Iteration 3Q: 3 clusters Score -2804041 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2804564.250000 Penalty: 3307.803223
	Iteration 4Q: 3 clusters Score -2804564 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2805145.500000 Penalty: 3307.803223
	Iteration 5Q: 3 clusters Score -2805146 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2805864.750000 Penalty: 3307.803223
	Iteration 6Q: 3 clusters Score -2805865 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2806715.250000 Penalty: 3307.803223
	Iteration 7F: 3 clusters Score -2806715 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2807620.000000 Penalty: 3307.803223
	Iteration 8F: 3 clusters Score -2807620 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2808421.250000 Penalty: 3307.803223
	Iteration 9F: 3 clusters Score -2808421 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2808961.000000 Penalty: 3307.803223
	Iteration 10Q: 3 clusters Score -2808961 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2809237.500000 Penalty: 3307.803223
	Iteration 11Q: 3 clusters Score -2809238 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2809376.750000 Penalty: 3307.803223
	Iteration 12Q: 3 clusters Score -2809377 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2809454.500000 Penalty: 3307.803223
	Iteration 13Q: 3 clusters Score -2809454 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2809529.750000 Penalty: 3307.803223
	Iteration 14Q: 3 clusters Score -2809530 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2809606.750000 Penalty: 3307.803223
	Iteration 15Q: 3 clusters Score -2809607 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2809673.750000 Penalty: 3307.803223
	Iteration 16Q: 3 clusters Score -2809674 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2809733.000000 Penalty: 3307.803223
	Iteration 17Q: 3 clusters Score -2809733 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2809812.250000 Penalty: 3307.803223
	Iteration 18Q: 3 clusters Score -2809812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2809876.750000 Penalty: 3307.803223
	Iteration 19Q: 3 clusters Score -2809877 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2809928.000000 Penalty: 3307.803223
	Iteration 20F: 3 clusters Score -2809928 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2810020.250000 Penalty: 3307.803223
	Iteration 21Q: 3 clusters Score -2810020 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2810103.000000 Penalty: 3307.803223
	Iteration 22Q: 3 clusters Score -2810103 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2810165.500000 Penalty: 3307.803223
	Iteration 23Q: 3 clusters Score -2810166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2810267.750000 Penalty: 3307.803223
	Iteration 24Q: 3 clusters Score -2810268 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2810357.750000 Penalty: 3307.803223
	Iteration 25Q: 3 clusters Score -2810358 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2810428.250000 Penalty: 3307.803223
	Iteration 26Q: 3 clusters Score -2810428 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2810511.500000 Penalty: 3307.803223
	Iteration 27Q: 3 clusters Score -2810512 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2810585.000000 Penalty: 3307.803223
	Iteration 28Q: 3 clusters Score -2810585 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2810660.500000 Penalty: 3307.803223
	Iteration 29Q: 3 clusters Score -2810660 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2810736.500000 Penalty: 3307.803223
	Iteration 30Q: 3 clusters Score -2810736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2810814.500000 Penalty: 3307.803223
	Iteration 31Q: 3 clusters Score -2810814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2810888.500000 Penalty: 3307.803223
	Iteration 32Q: 3 clusters Score -2810888 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2810962.250000 Penalty: 3307.803223
	Iteration 33Q: 3 clusters Score -2810962 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2811032.000000 Penalty: 3307.803223
	Iteration 34Q: 3 clusters Score -2811032 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2811118.750000 Penalty: 3307.803223
	Iteration 35Q: 3 clusters Score -2811119 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2811201.500000 Penalty: 3307.803223
	Iteration 36Q: 3 clusters Score -2811202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2811284.500000 Penalty: 3307.803223
	Iteration 37Q: 3 clusters Score -2811284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2811349.000000 Penalty: 3307.803223
	Iteration 38Q: 3 clusters Score -2811349 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2811434.750000 Penalty: 3307.803223
	Iteration 39Q: 3 clusters Score -2811435 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2811504.000000 Penalty: 3307.803223
	Iteration 40F: 3 clusters Score -2811504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2811585.000000 Penalty: 3307.803223
	Iteration 41Q: 3 clusters Score -2811585 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2811656.000000 Penalty: 3307.803223
	Iteration 42Q: 3 clusters Score -2811656 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2811726.500000 Penalty: 3307.803223
	Iteration 43Q: 3 clusters Score -2811726 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2811800.000000 Penalty: 3307.803223
	Iteration 44Q: 3 clusters Score -2811800 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2811859.750000 Penalty: 3307.803223
	Iteration 45Q: 3 clusters Score -2811860 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2811943.750000 Penalty: 3307.803223
	Iteration 46Q: 3 clusters Score -2811944 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2812015.500000 Penalty: 3307.803223
	Iteration 47Q: 3 clusters Score -2812016 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2812077.000000 Penalty: 3307.803223
	Iteration 48Q: 3 clusters Score -2812077 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2812138.500000 Penalty: 3307.803223
	Iteration 49Q: 3 clusters Score -2812138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2812209.000000 Penalty: 3307.803223
	Iteration 50Q: 3 clusters Score -2812209 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2812259.250000 Penalty: 3307.803223
	Iteration 51Q: 3 clusters Score -2812259 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2812308.500000 Penalty: 3307.803223
	Iteration 52Q: 3 clusters Score -2812308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2812345.500000 Penalty: 3307.803223
	Iteration 53Q: 3 clusters Score -2812346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2812381.000000 Penalty: 3307.803223
	Iteration 54Q: 3 clusters Score -2812381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2812419.000000 Penalty: 3307.803223
	Iteration 55Q: 3 clusters Score -2812419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2812451.250000 Penalty: 3307.803223
	Iteration 56Q: 3 clusters Score -2812451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2812491.750000 Penalty: 3307.803223
	Iteration 57Q: 3 clusters Score -2812492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2812508.250000 Penalty: 3307.803223
	Iteration 58Q: 3 clusters Score -2812508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2812525.250000 Penalty: 3307.803223
	Iteration 59Q: 3 clusters Score -2812525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2812556.250000 Penalty: 3307.803223
	Iteration 60F: 3 clusters Score -2812556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2812578.500000 Penalty: 3307.803223
	Iteration 61Q: 3 clusters Score -2812578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2812600.500000 Penalty: 3307.803223
	Iteration 62Q: 3 clusters Score -2812600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2812623.250000 Penalty: 3307.803223
	Iteration 63Q: 3 clusters Score -2812623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2812650.000000 Penalty: 3307.803223
	Iteration 64Q: 3 clusters Score -2812650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2812669.500000 Penalty: 3307.803223
	Iteration 65Q: 3 clusters Score -2812670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2812691.750000 Penalty: 3307.803223
	Iteration 66Q: 3 clusters Score -2812692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2812710.250000 Penalty: 3307.803223
	Iteration 67Q: 3 clusters Score -2812710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2812724.750000 Penalty: 3307.803223
	Iteration 68Q: 3 clusters Score -2812725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2812724.000000 Penalty: 3307.803223
	Iteration 69Q: 3 clusters Score -2812724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2812731.000000 Penalty: 3307.803223
	Iteration 70Q: 3 clusters Score -2812731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2812745.250000 Penalty: 3307.803223
	Iteration 71Q: 3 clusters Score -2812745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2812763.000000 Penalty: 3307.803223
	Iteration 72Q: 3 clusters Score -2812763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2812770.750000 Penalty: 3307.803223
	Iteration 73Q: 3 clusters Score -2812771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2812778.500000 Penalty: 3307.803223
	Iteration 74Q: 3 clusters Score -2812778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2812783.500000 Penalty: 3307.803223
	Iteration 75Q: 3 clusters Score -2812784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2812790.250000 Penalty: 3307.803223
	Iteration 76Q: 3 clusters Score -2812790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2812806.750000 Penalty: 3307.803223
	Iteration 77Q: 3 clusters Score -2812807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2812812.000000 Penalty: 3307.803223
	Iteration 78Q: 3 clusters Score -2812812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2812814.500000 Penalty: 3307.803223
	Iteration 79Q: 3 clusters Score -2812814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2812819.750000 Penalty: 3307.803223
	Iteration 80F: 3 clusters Score -2812820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2812823.750000 Penalty: 3307.803223
	Iteration 81Q: 3 clusters Score -2812824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2812826.250000 Penalty: 3307.803223
	Iteration 82Q: 3 clusters Score -2812826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2812825.500000 Penalty: 3307.803223
	Iteration 83Q: 3 clusters Score -2812826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2812826.750000 Penalty: 3307.803223
	Iteration 84Q: 3 clusters Score -2812827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2812828.500000 Penalty: 3307.803223
	Iteration 85Q: 3 clusters Score -2812828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2812827.500000 Penalty: 3307.803223
	Iteration 86Q: 3 clusters Score -2812828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2812829.000000 Penalty: 3307.803223
	Iteration 87Q: 3 clusters Score -2812829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2812835.500000 Penalty: 3307.803223
	Iteration 88Q: 3 clusters Score -2812836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2812839.750000 Penalty: 3307.803223
	Iteration 89Q: 3 clusters Score -2812840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2812840.750000 Penalty: 3307.803223
	Iteration 90Q: 3 clusters Score -2812841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2812845.000000 Penalty: 3307.803223
	Iteration 91Q: 3 clusters Score -2812845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2812855.750000 Penalty: 3307.803223
	Iteration 92Q: 3 clusters Score -2812856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2812857.500000 Penalty: 3307.803223
	Iteration 93Q: 3 clusters Score -2812858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2812864.000000 Penalty: 3307.803223
	Iteration 94Q: 3 clusters Score -2812864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2812867.500000 Penalty: 3307.803223
	Iteration 95Q: 3 clusters Score -2812868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2812868.250000 Penalty: 3307.803223
	Iteration 96Q: 3 clusters Score -2812868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2812870.750000 Penalty: 3307.803223
	Iteration 97Q: 3 clusters Score -2812871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2812879.000000 Penalty: 3307.803223
	Iteration 98Q: 3 clusters Score -2812879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2812880.250000 Penalty: 3307.803223
	Iteration 99Q: 3 clusters Score -2812880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2812884.750000 Penalty: 3307.803223
	Iteration 100F: 3 clusters Score -2812885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2812889.500000 Penalty: 3307.803223
	Iteration 101Q: 3 clusters Score -2812890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2812890.750000 Penalty: 3307.803223
	Iteration 102Q: 3 clusters Score -2812891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2812895.250000 Penalty: 3307.803223
	Iteration 103Q: 3 clusters Score -2812895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2812902.250000 Penalty: 3307.803223
	Iteration 104Q: 3 clusters Score -2812902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2812901.500000 Penalty: 3307.803223
	Iteration 105Q: 3 clusters Score -2812902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2812917.000000 Penalty: 3307.803223
	Iteration 106Q: 3 clusters Score -2812917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2812913.750000 Penalty: 3307.803223
	Iteration 107Q: 3 clusters Score -2812914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2812924.000000 Penalty: 3307.803223
	Iteration 108Q: 3 clusters Score -2812924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2812935.500000 Penalty: 3307.803223
	Iteration 109Q: 3 clusters Score -2812936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2812942.500000 Penalty: 3307.803223
	Iteration 110Q: 3 clusters Score -2812942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2812942.000000 Penalty: 3307.803223
	Iteration 111Q: 3 clusters Score -2812942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2812946.250000 Penalty: 3307.803223
	Iteration 112Q: 3 clusters Score -2812946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2812950.000000 Penalty: 3307.803223
	Iteration 113Q: 3 clusters Score -2812950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2812951.750000 Penalty: 3307.803223
	Iteration 114Q: 3 clusters Score -2812952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2812954.000000 Penalty: 3307.803223
	Iteration 115Q: 3 clusters Score -2812954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2812957.750000 Penalty: 3307.803223
	Iteration 116Q: 3 clusters Score -2812958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2812962.250000 Penalty: 3307.803223
	Iteration 117Q: 3 clusters Score -2812962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2812962.250000 Penalty: 3307.803223
	Iteration 118Q: 3 clusters Score -2812962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2812959.500000 Penalty: 3307.803223
	Iteration 119Q: 3 clusters Score -2812960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2812960.000000 Penalty: 3307.803223
	Iteration 120F: 3 clusters Score -2812960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2812962.000000 Penalty: 3307.803223
	Iteration 121Q: 3 clusters Score -2812962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2812961.250000 Penalty: 3307.803223
	Iteration 122Q: 3 clusters Score -2812961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2812963.500000 Penalty: 3307.803223
	Iteration 123Q: 3 clusters Score -2812964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2812961.000000 Penalty: 3307.803223
	Iteration 124Q: 3 clusters Score -2812961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2812960.500000 Penalty: 3307.803223
	Iteration 125Q: 3 clusters Score -2812960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2812960.000000 Penalty: 3307.803223
	Iteration 126Q: 3 clusters Score -2812960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2812963.500000 Penalty: 3307.803223
	Iteration 127Q: 3 clusters Score -2812964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2812969.500000 Penalty: 3307.803223
	Iteration 128Q: 3 clusters Score -2812970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2812975.250000 Penalty: 3307.803223
	Iteration 129Q: 3 clusters Score -2812975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2812977.500000 Penalty: 3307.803223
	Iteration 130Q: 3 clusters Score -2812978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2812978.500000 Penalty: 3307.803223
	Iteration 131Q: 3 clusters Score -2812978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2812977.750000 Penalty: 3307.803223
	Iteration 132Q: 3 clusters Score -2812978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2812975.250000 Penalty: 3307.803223
	Iteration 133Q: 3 clusters Score -2812975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2812981.500000 Penalty: 3307.803223
	Iteration 134Q: 3 clusters Score -2812982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2812979.750000 Penalty: 3307.803223
	Iteration 135Q: 3 clusters Score -2812980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2812980.000000 Penalty: 3307.803223
	Iteration 136Q: 3 clusters Score -2812980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2812986.250000 Penalty: 3307.803223
	Iteration 137Q: 3 clusters Score -2812986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2812985.500000 Penalty: 3307.803223
	Iteration 138Q: 3 clusters Score -2812986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2812987.250000 Penalty: 3307.803223
	Iteration 139Q: 3 clusters Score -2812987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2812987.250000 Penalty: 3307.803223
	Iteration 140F: 3 clusters Score -2812987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -28595.103516 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -28595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27788.539062 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -27788.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27891.476562 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -27891.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27961.585938 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -27961.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28014.253906 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -28014.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28064.144531 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -28064.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28128.210938 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -28128.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28237.529297 Penalty: 1862.282349
	Iteration 6F: 3 clusters Score -28237.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28309.642578 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -28309.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28376.613281 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -28376.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28417.478516 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -28417.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28454.771484 Penalty: 1862.282349
	Iteration 10Q: 3 clusters Score -28454.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28468.285156 Penalty: 1862.282349
	Iteration 11Q: 3 clusters Score -28468.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28477.597656 Penalty: 1862.282349
	Iteration 12Q: 3 clusters Score -28477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28493.011719 Penalty: 1862.282349
	Iteration 13F: 3 clusters Score -28493.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28571.228516 Penalty: 1862.282349
	Iteration 14Q: 3 clusters Score -28571.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28592.277344 Penalty: 1862.282349
	Iteration 15Q: 3 clusters Score -28592.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28593.550781 Penalty: 1862.282349
	Iteration 16F: 3 clusters Score -28593.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28603.482422 Penalty: 1862.282349
	Iteration 17Q: 3 clusters Score -28603.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28603.482422 Penalty: 1862.282349
	Iteration 18F: 3 clusters Score -28603.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 78 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 63928 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 50655 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 17 contains 235969 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 37757 members 
Entering Unmasked Estep 
Score: -70208944.000000 Penalty: 43641.613281
Splitting cluster 8 changes total score from -70210224.000000 to -70208944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -198035.484375 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -198035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -195900.046875 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -195900 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -196376.515625 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -196376.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196500.046875 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -196500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196560.562500 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -196560.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -196592.265625 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -196592.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -196620.062500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -196620.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196635.750000 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -196635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196647.796875 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -196647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -196661.625000 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -196661.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -196669.968750 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -196670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -196675.296875 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -196675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196677.062500 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -196677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196679.234375 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -196679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -196682.937500 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -196682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -196684.250000 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -196684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196685.062500 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -196685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -196686.109375 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -196686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196687.609375 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -196687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196688.687500 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -196688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196689.687500 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -196689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -196690.000000 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -196690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196690.890625 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -196690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196692.859375 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -196692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -196697.078125 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -196697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -196702.515625 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -196702.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -196707.468750 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -196707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -196711.656250 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -196711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -196716.593750 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -196716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196722.593750 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -196722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -196732.781250 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -196732.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -196744.015625 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -196744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -196752.562500 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -196752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196759.031250 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -196759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196765.265625 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -196765.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -196775.281250 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -196775.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -196783.156250 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -196783.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -196794.203125 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -196794.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196808.656250 Penalty: 2477.683594
	Iteration 37Q: 3 clusters Score -196808.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196826.921875 Penalty: 2477.683594
	Iteration 38Q: 3 clusters Score -196826.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196855.265625 Penalty: 2477.683594
	Iteration 39Q: 3 clusters Score -196855.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -196885.953125 Penalty: 2477.683594
	Iteration 40F: 3 clusters Score -196886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -196935.531250 Penalty: 2477.683594
	Iteration 41Q: 3 clusters Score -196935.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197011.078125 Penalty: 2477.683594
	Iteration 42Q: 3 clusters Score -197011.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197095.125000 Penalty: 2477.683594
	Iteration 43Q: 3 clusters Score -197095.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197146.765625 Penalty: 2477.683594
	Iteration 44Q: 3 clusters Score -197146.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -197207.718750 Penalty: 2477.683594
	Iteration 45Q: 3 clusters Score -197207.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -197270.140625 Penalty: 2477.683594
	Iteration 46Q: 3 clusters Score -197270.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -197311.656250 Penalty: 2477.683594
	Iteration 47Q: 3 clusters Score -197311.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197346.000000 Penalty: 2477.683594
	Iteration 48Q: 3 clusters Score -197346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197362.484375 Penalty: 2477.683594
	Iteration 49Q: 3 clusters Score -197362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -197374.406250 Penalty: 2477.683594
	Iteration 50Q: 3 clusters Score -197374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -197382.875000 Penalty: 2477.683594
	Iteration 51Q: 3 clusters Score -197382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -197390.062500 Penalty: 2477.683594
	Iteration 52Q: 3 clusters Score -197390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -197398.046875 Penalty: 2477.683594
	Iteration 53Q: 3 clusters Score -197398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -197405.781250 Penalty: 2477.683594
	Iteration 54Q: 3 clusters Score -197405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -197410.703125 Penalty: 2477.683594
	Iteration 55Q: 3 clusters Score -197410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -197413.562500 Penalty: 2477.683594
	Iteration 56Q: 3 clusters Score -197413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -197414.703125 Penalty: 2477.683594
	Iteration 57Q: 3 clusters Score -197414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -197416.656250 Penalty: 2477.683594
	Iteration 58Q: 3 clusters Score -197416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -197416.656250 Penalty: 2477.683594
	Iteration 59F: 3 clusters Score -197416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Entering Unmasked Estep 
Score: -6833440.500000 Penalty: 1798.145752
	Iteration 0F: 2 clusters Score -6833440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -6790485.500000 Penalty: 3596.291504
	Iteration 0F: 3 clusters Score -6790486 nChanged 30401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -6808357.000000 Penalty: 3596.291504
	Iteration 1F: 3 clusters Score -6808357 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -6809704.000000 Penalty: 3596.291504
	Iteration 2Q: 3 clusters Score -6809704 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -6811751.000000 Penalty: 3596.291504
	Iteration 3F: 3 clusters Score -6811751 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6815351.000000 Penalty: 3596.291504
	Iteration 4F: 3 clusters Score -6815351 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -6820503.500000 Penalty: 3596.291504
	Iteration 5F: 3 clusters Score -6820504 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6826137.500000 Penalty: 3596.291504
	Iteration 6F: 3 clusters Score -6826138 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -6829767.000000 Penalty: 3596.291504
	Iteration 7F: 3 clusters Score -6829767 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -6831276.500000 Penalty: 3596.291504
	Iteration 8Q: 3 clusters Score -6831276 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -6831794.500000 Penalty: 3596.291504
	Iteration 9Q: 3 clusters Score -6831794 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -6832005.500000 Penalty: 3596.291504
	Iteration 10Q: 3 clusters Score -6832006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -6832129.500000 Penalty: 3596.291504
	Iteration 11Q: 3 clusters Score -6832130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -6832189.000000 Penalty: 3596.291504
	Iteration 12Q: 3 clusters Score -6832189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -6832247.000000 Penalty: 3596.291504
	Iteration 13Q: 3 clusters Score -6832247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -6832269.000000 Penalty: 3596.291504
	Iteration 14Q: 3 clusters Score -6832269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -6832284.500000 Penalty: 3596.291504
	Iteration 15Q: 3 clusters Score -6832284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -6832288.500000 Penalty: 3596.291504
	Iteration 16Q: 3 clusters Score -6832288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -6832303.500000 Penalty: 3596.291504
	Iteration 17F: 3 clusters Score -6832304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -6832321.500000 Penalty: 3596.291504
	Iteration 18Q: 3 clusters Score -6832322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -6832314.000000 Penalty: 3596.291504
	Iteration 19Q: 3 clusters Score -6832314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -6832318.500000 Penalty: 3596.291504
	Iteration 20F: 3 clusters Score -6832318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -6832321.500000 Penalty: 3596.291504
	Iteration 21Q: 3 clusters Score -6832322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -6832321.500000 Penalty: 3596.291504
	Iteration 22F: 3 clusters Score -6832322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -62477.175781 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -62477.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61276.976562 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -61276.98 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61458.632812 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -61458.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61521.390625 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -61521.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61552.328125 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -61552.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61572.910156 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -61572.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61584.289062 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -61584.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61590.171875 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -61590.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61594.921875 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -61594.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61595.613281 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -61595.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61595.613281 Penalty: 2115.349854
	Iteration 9F: 3 clusters Score -61595.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Entering Unmasked Estep 
Score: -5426462.000000 Penalty: 1760.328857
	Iteration 0F: 2 clusters Score -5426462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5392756.500000 Penalty: 3520.657715
	Iteration 0F: 3 clusters Score -5392756 nChanged 23885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5407021.500000 Penalty: 3520.657715
	Iteration 1F: 3 clusters Score -5407022 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5408989.000000 Penalty: 3520.657715
	Iteration 2F: 3 clusters Score -5408989 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5411695.500000 Penalty: 3520.657715
	Iteration 3F: 3 clusters Score -5411696 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5414771.500000 Penalty: 3520.657715
	Iteration 4F: 3 clusters Score -5414772 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -5417646.500000 Penalty: 3520.657715
	Iteration 5F: 3 clusters Score -5417646 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -5419640.500000 Penalty: 3520.657715
	Iteration 6F: 3 clusters Score -5419640 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -5420889.000000 Penalty: 3520.657715
	Iteration 7Q: 3 clusters Score -5420889 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5421660.000000 Penalty: 3520.657715
	Iteration 8Q: 3 clusters Score -5421660 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -5422214.500000 Penalty: 3520.657715
	Iteration 9Q: 3 clusters Score -5422214 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5422539.500000 Penalty: 3520.657715
	Iteration 10Q: 3 clusters Score -5422540 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5422793.000000 Penalty: 3520.657715
	Iteration 11Q: 3 clusters Score -5422793 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -5422968.000000 Penalty: 3520.657715
	Iteration 12Q: 3 clusters Score -5422968 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5423095.500000 Penalty: 3520.657715
	Iteration 13Q: 3 clusters Score -5423096 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5423230.500000 Penalty: 3520.657715
	Iteration 14Q: 3 clusters Score -5423230 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5423319.000000 Penalty: 3520.657715
	Iteration 15Q: 3 clusters Score -5423319 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -5423401.000000 Penalty: 3520.657715
	Iteration 16Q: 3 clusters Score -5423401 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5423464.500000 Penalty: 3520.657715
	Iteration 17Q: 3 clusters Score -5423464 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5423611.500000 Penalty: 3520.657715
	Iteration 18Q: 3 clusters Score -5423612 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5423686.500000 Penalty: 3520.657715
	Iteration 19Q: 3 clusters Score -5423686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5423739.000000 Penalty: 3520.657715
	Iteration 20F: 3 clusters Score -5423739 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5423815.500000 Penalty: 3520.657715
	Iteration 21Q: 3 clusters Score -5423816 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5423887.000000 Penalty: 3520.657715
	Iteration 22Q: 3 clusters Score -5423887 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5423935.500000 Penalty: 3520.657715
	Iteration 23Q: 3 clusters Score -5423936 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5423966.500000 Penalty: 3520.657715
	Iteration 24Q: 3 clusters Score -5423966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5424002.500000 Penalty: 3520.657715
	Iteration 25Q: 3 clusters Score -5424002 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5424048.500000 Penalty: 3520.657715
	Iteration 26Q: 3 clusters Score -5424048 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5424107.000000 Penalty: 3520.657715
	Iteration 27Q: 3 clusters Score -5424107 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5424166.500000 Penalty: 3520.657715
	Iteration 28Q: 3 clusters Score -5424166 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5424185.000000 Penalty: 3520.657715
	Iteration 29Q: 3 clusters Score -5424185 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -5424234.000000 Penalty: 3520.657715
	Iteration 30Q: 3 clusters Score -5424234 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5424303.500000 Penalty: 3520.657715
	Iteration 31Q: 3 clusters Score -5424304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5424381.500000 Penalty: 3520.657715
	Iteration 32Q: 3 clusters Score -5424382 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5424426.000000 Penalty: 3520.657715
	Iteration 33Q: 3 clusters Score -5424426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5424496.500000 Penalty: 3520.657715
	Iteration 34Q: 3 clusters Score -5424496 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5424572.500000 Penalty: 3520.657715
	Iteration 35Q: 3 clusters Score -5424572 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5424625.000000 Penalty: 3520.657715
	Iteration 36Q: 3 clusters Score -5424625 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5424730.000000 Penalty: 3520.657715
	Iteration 37Q: 3 clusters Score -5424730 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5424821.000000 Penalty: 3520.657715
	Iteration 38Q: 3 clusters Score -5424821 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5424928.500000 Penalty: 3520.657715
	Iteration 39Q: 3 clusters Score -5424928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -5425004.500000 Penalty: 3520.657715
	Iteration 40F: 3 clusters Score -5425004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -5425112.000000 Penalty: 3520.657715
	Iteration 41Q: 3 clusters Score -5425112 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -5425205.500000 Penalty: 3520.657715
	Iteration 42Q: 3 clusters Score -5425206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5425272.000000 Penalty: 3520.657715
	Iteration 43Q: 3 clusters Score -5425272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5425331.000000 Penalty: 3520.657715
	Iteration 44Q: 3 clusters Score -5425331 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5425379.500000 Penalty: 3520.657715
	Iteration 45Q: 3 clusters Score -5425380 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -5425427.000000 Penalty: 3520.657715
	Iteration 46Q: 3 clusters Score -5425427 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -5425492.000000 Penalty: 3520.657715
	Iteration 47Q: 3 clusters Score -5425492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5425568.000000 Penalty: 3520.657715
	Iteration 48Q: 3 clusters Score -5425568 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5425625.500000 Penalty: 3520.657715
	Iteration 49Q: 3 clusters Score -5425626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -5425683.000000 Penalty: 3520.657715
	Iteration 50Q: 3 clusters Score -5425683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -5425722.500000 Penalty: 3520.657715
	Iteration 51Q: 3 clusters Score -5425722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -5425762.500000 Penalty: 3520.657715
	Iteration 52Q: 3 clusters Score -5425762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5425780.000000 Penalty: 3520.657715
	Iteration 53Q: 3 clusters Score -5425780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5425806.000000 Penalty: 3520.657715
	Iteration 54Q: 3 clusters Score -5425806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -5425821.000000 Penalty: 3520.657715
	Iteration 55Q: 3 clusters Score -5425821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -5425838.500000 Penalty: 3520.657715
	Iteration 56Q: 3 clusters Score -5425838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -5425842.000000 Penalty: 3520.657715
	Iteration 57Q: 3 clusters Score -5425842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5425844.500000 Penalty: 3520.657715
	Iteration 58Q: 3 clusters Score -5425844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -5425856.000000 Penalty: 3520.657715
	Iteration 59Q: 3 clusters Score -5425856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -5425859.000000 Penalty: 3520.657715
	Iteration 60F: 3 clusters Score -5425859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -5425856.500000 Penalty: 3520.657715
	Iteration 61Q: 3 clusters Score -5425856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -5425867.000000 Penalty: 3520.657715
	Iteration 62Q: 3 clusters Score -5425867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -5425874.500000 Penalty: 3520.657715
	Iteration 63Q: 3 clusters Score -5425874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -5425872.500000 Penalty: 3520.657715
	Iteration 64Q: 3 clusters Score -5425872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -5425863.500000 Penalty: 3520.657715
	Iteration 65Q: 3 clusters Score -5425864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -5425861.500000 Penalty: 3520.657715
	Iteration 66Q: 3 clusters Score -5425862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5425848.500000 Penalty: 3520.657715
	Iteration 67Q: 3 clusters Score -5425848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -5425858.000000 Penalty: 3520.657715
	Iteration 68Q: 3 clusters Score -5425858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5425860.500000 Penalty: 3520.657715
	Iteration 69Q: 3 clusters Score -5425860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -5425857.500000 Penalty: 3520.657715
	Iteration 70Q: 3 clusters Score -5425858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5425859.000000 Penalty: 3520.657715
	Iteration 71Q: 3 clusters Score -5425859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -5425853.000000 Penalty: 3520.657715
	Iteration 72Q: 3 clusters Score -5425853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5425855.500000 Penalty: 3520.657715
	Iteration 73Q: 3 clusters Score -5425856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5425860.500000 Penalty: 3520.657715
	Iteration 74Q: 3 clusters Score -5425860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5425866.000000 Penalty: 3520.657715
	Iteration 75Q: 3 clusters Score -5425866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -5425868.000000 Penalty: 3520.657715
	Iteration 76Q: 3 clusters Score -5425868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -5425870.500000 Penalty: 3520.657715
	Iteration 77Q: 3 clusters Score -5425870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -5425869.500000 Penalty: 3520.657715
	Iteration 78Q: 3 clusters Score -5425870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -5425874.000000 Penalty: 3520.657715
	Iteration 79Q: 3 clusters Score -5425874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -5425878.000000 Penalty: 3520.657715
	Iteration 80F: 3 clusters Score -5425878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -5425879.500000 Penalty: 3520.657715
	Iteration 81Q: 3 clusters Score -5425880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5425874.500000 Penalty: 3520.657715
	Iteration 82Q: 3 clusters Score -5425874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5425874.500000 Penalty: 3520.657715
	Iteration 83F: 3 clusters Score -5425874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -742404.875000 Penalty: 1444.870728
	Iteration 0F: 2 clusters Score -742404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -736889.187500 Penalty: 2889.741455
	Iteration 0F: 3 clusters Score -736889.2 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -738569.312500 Penalty: 2889.741455
	Iteration 1F: 3 clusters Score -738569.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -738768.750000 Penalty: 2889.741455
	Iteration 2F: 3 clusters Score -738768.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -738908.187500 Penalty: 2889.741455
	Iteration 3Q: 3 clusters Score -738908.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -739000.437500 Penalty: 2889.741455
	Iteration 4Q: 3 clusters Score -739000.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -739087.562500 Penalty: 2889.741455
	Iteration 5Q: 3 clusters Score -739087.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -739186.562500 Penalty: 2889.741455
	Iteration 6Q: 3 clusters Score -739186.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -739319.187500 Penalty: 2889.741455
	Iteration 7Q: 3 clusters Score -739319.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -739521.250000 Penalty: 2889.741455
	Iteration 8Q: 3 clusters Score -739521.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -739765.750000 Penalty: 2889.741455
	Iteration 9Q: 3 clusters Score -739765.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -739971.750000 Penalty: 2889.741455
	Iteration 10F: 3 clusters Score -739971.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -740151.437500 Penalty: 2889.741455
	Iteration 11Q: 3 clusters Score -740151.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -740310.562500 Penalty: 2889.741455
	Iteration 12Q: 3 clusters Score -740310.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -740462.562500 Penalty: 2889.741455
	Iteration 13Q: 3 clusters Score -740462.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -740636.687500 Penalty: 2889.741455
	Iteration 14Q: 3 clusters Score -740636.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -740788.750000 Penalty: 2889.741455
	Iteration 15Q: 3 clusters Score -740788.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -740908.062500 Penalty: 2889.741455
	Iteration 16Q: 3 clusters Score -740908.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -740997.187500 Penalty: 2889.741455
	Iteration 17Q: 3 clusters Score -740997.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -741081.562500 Penalty: 2889.741455
	Iteration 18Q: 3 clusters Score -741081.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -741183.437500 Penalty: 2889.741455
	Iteration 19Q: 3 clusters Score -741183.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -741278.562500 Penalty: 2889.741455
	Iteration 20F: 3 clusters Score -741278.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -741356.937500 Penalty: 2889.741455
	Iteration 21Q: 3 clusters Score -741356.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -741387.812500 Penalty: 2889.741455
	Iteration 22Q: 3 clusters Score -741387.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -741402.562500 Penalty: 2889.741455
	Iteration 23Q: 3 clusters Score -741402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -741412.437500 Penalty: 2889.741455
	Iteration 24Q: 3 clusters Score -741412.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -741424.312500 Penalty: 2889.741455
	Iteration 25Q: 3 clusters Score -741424.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -741432.375000 Penalty: 2889.741455
	Iteration 26Q: 3 clusters Score -741432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -741439.562500 Penalty: 2889.741455
	Iteration 27Q: 3 clusters Score -741439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -741444.125000 Penalty: 2889.741455
	Iteration 28Q: 3 clusters Score -741444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -741446.250000 Penalty: 2889.741455
	Iteration 29Q: 3 clusters Score -741446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -741446.625000 Penalty: 2889.741455
	Iteration 30Q: 3 clusters Score -741446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -741449.750000 Penalty: 2889.741455
	Iteration 31Q: 3 clusters Score -741449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -741452.750000 Penalty: 2889.741455
	Iteration 32Q: 3 clusters Score -741452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -741457.187500 Penalty: 2889.741455
	Iteration 33Q: 3 clusters Score -741457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -741463.062500 Penalty: 2889.741455
	Iteration 34Q: 3 clusters Score -741463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -741466.187500 Penalty: 2889.741455
	Iteration 35Q: 3 clusters Score -741466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -741467.875000 Penalty: 2889.741455
	Iteration 36Q: 3 clusters Score -741467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -741469.937500 Penalty: 2889.741455
	Iteration 37Q: 3 clusters Score -741469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -741470.750000 Penalty: 2889.741455
	Iteration 38Q: 3 clusters Score -741470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -741469.687500 Penalty: 2889.741455
	Iteration 39Q: 3 clusters Score -741469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -741471.562500 Penalty: 2889.741455
	Iteration 40F: 3 clusters Score -741471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -741471.062500 Penalty: 2889.741455
	Iteration 41Q: 3 clusters Score -741471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -741471.687500 Penalty: 2889.741455
	Iteration 42Q: 3 clusters Score -741471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -741472.062500 Penalty: 2889.741455
	Iteration 43Q: 3 clusters Score -741472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -741473.625000 Penalty: 2889.741455
	Iteration 44Q: 3 clusters Score -741473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -741473.625000 Penalty: 2889.741455
	Iteration 45F: 3 clusters Score -741473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Entering Unmasked Estep 
Score: -3658104.250000 Penalty: 1703.463135
	Iteration 0F: 2 clusters Score -3658104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3634113.500000 Penalty: 3406.926270
	Iteration 0F: 3 clusters Score -3634114 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3643808.500000 Penalty: 3406.926270
	Iteration 1F: 3 clusters Score -3643808 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3644300.500000 Penalty: 3406.926270
	Iteration 2Q: 3 clusters Score -3644300 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3644818.750000 Penalty: 3406.926270
	Iteration 3Q: 3 clusters Score -3644819 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3645531.250000 Penalty: 3406.926270
	Iteration 4Q: 3 clusters Score -3645531 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3646492.000000 Penalty: 3406.926270
	Iteration 5F: 3 clusters Score -3646492 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3647818.750000 Penalty: 3406.926270
	Iteration 6F: 3 clusters Score -3647819 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3649550.500000 Penalty: 3406.926270
	Iteration 7F: 3 clusters Score -3649550 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3651358.750000 Penalty: 3406.926270
	Iteration 8F: 3 clusters Score -3651359 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3652970.750000 Penalty: 3406.926270
	Iteration 9F: 3 clusters Score -3652971 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3654145.250000 Penalty: 3406.926270
	Iteration 10Q: 3 clusters Score -3654145 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3655038.250000 Penalty: 3406.926270
	Iteration 11Q: 3 clusters Score -3655038 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3655591.750000 Penalty: 3406.926270
	Iteration 12Q: 3 clusters Score -3655592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -3655942.250000 Penalty: 3406.926270
	Iteration 13Q: 3 clusters Score -3655942 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -3656151.500000 Penalty: 3406.926270
	Iteration 14Q: 3 clusters Score -3656152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3656316.250000 Penalty: 3406.926270
	Iteration 15Q: 3 clusters Score -3656316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3656452.250000 Penalty: 3406.926270
	Iteration 16Q: 3 clusters Score -3656452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3656624.250000 Penalty: 3406.926270
	Iteration 17Q: 3 clusters Score -3656624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -3656754.750000 Penalty: 3406.926270
	Iteration 18Q: 3 clusters Score -3656755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3656852.000000 Penalty: 3406.926270
	Iteration 19Q: 3 clusters Score -3656852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -3656933.750000 Penalty: 3406.926270
	Iteration 20F: 3 clusters Score -3656934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3657002.250000 Penalty: 3406.926270
	Iteration 21Q: 3 clusters Score -3657002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3657054.750000 Penalty: 3406.926270
	Iteration 22Q: 3 clusters Score -3657055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -3657097.250000 Penalty: 3406.926270
	Iteration 23Q: 3 clusters Score -3657097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3657128.250000 Penalty: 3406.926270
	Iteration 24Q: 3 clusters Score -3657128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -3657157.000000 Penalty: 3406.926270
	Iteration 25Q: 3 clusters Score -3657157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3657167.000000 Penalty: 3406.926270
	Iteration 26Q: 3 clusters Score -3657167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -3657185.500000 Penalty: 3406.926270
	Iteration 27Q: 3 clusters Score -3657186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3657201.500000 Penalty: 3406.926270
	Iteration 28Q: 3 clusters Score -3657202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -3657207.750000 Penalty: 3406.926270
	Iteration 29Q: 3 clusters Score -3657208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3657223.750000 Penalty: 3406.926270
	Iteration 30Q: 3 clusters Score -3657224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3657243.000000 Penalty: 3406.926270
	Iteration 31Q: 3 clusters Score -3657243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3657246.500000 Penalty: 3406.926270
	Iteration 32Q: 3 clusters Score -3657246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -3657248.250000 Penalty: 3406.926270
	Iteration 33Q: 3 clusters Score -3657248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3657253.750000 Penalty: 3406.926270
	Iteration 34Q: 3 clusters Score -3657254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -3657260.250000 Penalty: 3406.926270
	Iteration 35Q: 3 clusters Score -3657260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3657266.500000 Penalty: 3406.926270
	Iteration 36Q: 3 clusters Score -3657266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -3657267.500000 Penalty: 3406.926270
	Iteration 37Q: 3 clusters Score -3657268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3657271.500000 Penalty: 3406.926270
	Iteration 38Q: 3 clusters Score -3657272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -3657278.250000 Penalty: 3406.926270
	Iteration 39Q: 3 clusters Score -3657278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3657281.250000 Penalty: 3406.926270
	Iteration 40F: 3 clusters Score -3657281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -3657289.750000 Penalty: 3406.926270
	Iteration 41Q: 3 clusters Score -3657290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3657301.000000 Penalty: 3406.926270
	Iteration 42Q: 3 clusters Score -3657301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3657306.750000 Penalty: 3406.926270
	Iteration 43Q: 3 clusters Score -3657307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -3657310.500000 Penalty: 3406.926270
	Iteration 44Q: 3 clusters Score -3657310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -3657310.500000 Penalty: 3406.926270
	Iteration 45F: 3 clusters Score -3657310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235969 members 
Entering Unmasked Estep 
Score: -24746808.000000 Penalty: 2010.361572
	Iteration 0F: 2 clusters Score -2.474681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -24599560.000000 Penalty: 4020.723145
	Iteration 0F: 3 clusters Score -2.459956e+07 nChanged 114501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -24668152.000000 Penalty: 4020.723145
	Iteration 1F: 3 clusters Score -2.466815e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -24669706.000000 Penalty: 4020.723145
	Iteration 2Q: 3 clusters Score -2.466971e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -24671990.000000 Penalty: 4020.723145
	Iteration 3Q: 3 clusters Score -2.467199e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 140374 members 
Entering Unmasked Estep 
Score: -24675906.000000 Penalty: 4020.723145
	Iteration 4Q: 3 clusters Score -2.467591e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -24682760.000000 Penalty: 4020.723145
	Iteration 5F: 3 clusters Score -2.468276e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -24694064.000000 Penalty: 4020.723145
	Iteration 6F: 3 clusters Score -2.469406e+07 nChanged 16272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 179244 members 
Entering Unmasked Estep 
Score: -24708532.000000 Penalty: 4020.723145
	Iteration 7F: 3 clusters Score -2.470853e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 191995 members 
Entering Unmasked Estep 
Score: -24721492.000000 Penalty: 4020.723145
	Iteration 8F: 3 clusters Score -2.472149e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 201065 members 
Entering Unmasked Estep 
Score: -24730264.000000 Penalty: 4020.723145
	Iteration 9Q: 3 clusters Score -2.473026e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 208462 members 
Entering Unmasked Estep 
Score: -24734858.000000 Penalty: 4020.723145
	Iteration 10Q: 3 clusters Score -2.473486e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 214899 members 
Entering Unmasked Estep 
Score: -24737816.000000 Penalty: 4020.723145
	Iteration 11Q: 3 clusters Score -2.473782e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 220496 members 
Entering Unmasked Estep 
Score: -24739988.000000 Penalty: 4020.723145
	Iteration 12Q: 3 clusters Score -2.473999e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 225220 members 
Entering Unmasked Estep 
Score: -24741830.000000 Penalty: 4020.723145
	Iteration 13Q: 3 clusters Score -2.474183e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 229002 members 
Entering Unmasked Estep 
Score: -24743068.000000 Penalty: 4020.723145
	Iteration 14Q: 3 clusters Score -2.474307e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 231781 members 
Entering Unmasked Estep 
Score: -24743866.000000 Penalty: 4020.723145
	Iteration 15Q: 3 clusters Score -2.474387e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 233625 members 
Entering Unmasked Estep 
Score: -24744372.000000 Penalty: 4020.723145
	Iteration 16Q: 3 clusters Score -2.474437e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 234626 members 
Entering Unmasked Estep 
Score: -24744654.000000 Penalty: 4020.723145
	Iteration 17Q: 3 clusters Score -2.474465e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 235146 members 
Entering Unmasked Estep 
Score: -24744772.000000 Penalty: 4020.723145
	Iteration 18Q: 3 clusters Score -2.474477e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 235399 members 
Entering Unmasked Estep 
Score: -24744886.000000 Penalty: 4020.723145
	Iteration 19Q: 3 clusters Score -2.474489e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 235522 members 
Entering Unmasked Estep 
Score: -24744938.000000 Penalty: 4020.723145
	Iteration 20F: 3 clusters Score -2.474494e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 235591 members 
Entering Unmasked Estep 
Score: -24744972.000000 Penalty: 4020.723145
	Iteration 21Q: 3 clusters Score -2.474497e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 235636 members 
Entering Unmasked Estep 
Score: -24744976.000000 Penalty: 4020.723145
	Iteration 22Q: 3 clusters Score -2.474498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235658 members 
Entering Unmasked Estep 
Score: -24744994.000000 Penalty: 4020.723145
	Iteration 23Q: 3 clusters Score -2.474499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 235676 members 
Entering Unmasked Estep 
Score: -24745014.000000 Penalty: 4020.723145
	Iteration 24Q: 3 clusters Score -2.474501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235695 members 
Entering Unmasked Estep 
Score: -24745062.000000 Penalty: 4020.723145
	Iteration 25Q: 3 clusters Score -2.474506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235702 members 
Entering Unmasked Estep 
Score: -24745062.000000 Penalty: 4020.723145
	Iteration 26Q: 3 clusters Score -2.474506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235708 members 
Entering Unmasked Estep 
Score: -24745070.000000 Penalty: 4020.723145
	Iteration 27Q: 3 clusters Score -2.474507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 235712 members 
Entering Unmasked Estep 
Score: -24745064.000000 Penalty: 4020.723145
	Iteration 28Q: 3 clusters Score -2.474506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235717 members 
Entering Unmasked Estep 
Score: -24745082.000000 Penalty: 4020.723145
	Iteration 29Q: 3 clusters Score -2.474508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 235718 members 
Entering Unmasked Estep 
Score: -24745076.000000 Penalty: 4020.723145
	Iteration 30Q: 3 clusters Score -2.474508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235720 members 
Entering Unmasked Estep 
Score: -24745090.000000 Penalty: 4020.723145
	Iteration 31Q: 3 clusters Score -2.474509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235722 members 
Entering Unmasked Estep 
Score: -24745094.000000 Penalty: 4020.723145
	Iteration 32Q: 3 clusters Score -2.474509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235723 members 
Entering Unmasked Estep 
Score: -24745092.000000 Penalty: 4020.723145
	Iteration 33Q: 3 clusters Score -2.474509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235723 members 
Entering Unmasked Estep 
Score: -24745092.000000 Penalty: 4020.723145
	Iteration 34F: 3 clusters Score -2.474509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -31208.359375 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -31208.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30382.001953 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -30382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30630.992188 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -30630.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30755.806641 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -30755.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30837.271484 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -30837.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30884.066406 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -30884.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -30920.552734 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -30920.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -30965.185547 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -30965.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -30974.742188 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -30974.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -30983.455078 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -30983.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -30983.455078 Penalty: 1934.804077
	Iteration 9F: 3 clusters Score -30983.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -376614.625000 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -376614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -373430.875000 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -373430.9 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -374550.250000 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -374550.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -375009.281250 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -375009.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -375356.093750 Penalty: 2679.322998
	Iteration 3F: 3 clusters Score -375356.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -375646.625000 Penalty: 2679.322998
	Iteration 4F: 3 clusters Score -375646.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -375887.718750 Penalty: 2679.322998
	Iteration 5F: 3 clusters Score -375887.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -376039.718750 Penalty: 2679.322998
	Iteration 6Q: 3 clusters Score -376039.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -376137.031250 Penalty: 2679.322998
	Iteration 7Q: 3 clusters Score -376137 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -376221.125000 Penalty: 2679.322998
	Iteration 8Q: 3 clusters Score -376221.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -376274.187500 Penalty: 2679.322998
	Iteration 9Q: 3 clusters Score -376274.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -376300.593750 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -376300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -376313.218750 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -376313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -376321.468750 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -376321.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -376328.343750 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -376328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -376335.875000 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -376335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -376342.843750 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -376342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -376347.062500 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -376347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -376348.593750 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -376348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -376351.718750 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -376351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -376352.187500 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -376352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -376353.093750 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -376353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -376354.843750 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -376354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -376355.531250 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -376355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -376355.968750 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -376356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -376355.968750 Penalty: 2679.322998
	Iteration 24F: 3 clusters Score -376356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -318594.156250 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -318594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -315818.281250 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -315818.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -316485.312500 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -316485.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -316591.375000 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -316591.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -316653.343750 Penalty: 2614.190430
	Iteration 3Q: 3 clusters Score -316653.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -316700.031250 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -316700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -316732.250000 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -316732.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -316755.781250 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -316755.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -316776.000000 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -316776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -316796.062500 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -316796.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -316813.937500 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -316813.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -316834.125000 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -316834.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -316852.750000 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -316852.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -316867.656250 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -316867.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -316881.656250 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -316881.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -316894.312500 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -316894.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -316911.281250 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -316911.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -316928.656250 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -316928.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -316944.687500 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -316944.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -316957.125000 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -316957.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -316971.593750 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -316971.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -316987.125000 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -316987.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -317003.093750 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -317003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -317016.812500 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -317016.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -317031.906250 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -317031.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -317042.968750 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -317043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -317054.062500 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -317054.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -317065.343750 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -317065.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -317076.656250 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -317076.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -317090.500000 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -317090.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -317101.875000 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -317101.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -317116.031250 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -317116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -317130.406250 Penalty: 2614.190430
	Iteration 31Q: 3 clusters Score -317130.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -317145.531250 Penalty: 2614.190430
	Iteration 32Q: 3 clusters Score -317145.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -317155.625000 Penalty: 2614.190430
	Iteration 33Q: 3 clusters Score -317155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -317166.187500 Penalty: 2614.190430
	Iteration 34Q: 3 clusters Score -317166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -317179.656250 Penalty: 2614.190430
	Iteration 35Q: 3 clusters Score -317179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -317193.562500 Penalty: 2614.190430
	Iteration 36Q: 3 clusters Score -317193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -317209.437500 Penalty: 2614.190430
	Iteration 37Q: 3 clusters Score -317209.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -317228.250000 Penalty: 2614.190430
	Iteration 38Q: 3 clusters Score -317228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -317239.281250 Penalty: 2614.190430
	Iteration 39Q: 3 clusters Score -317239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -317248.687500 Penalty: 2614.190430
	Iteration 40F: 3 clusters Score -317248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -317256.000000 Penalty: 2614.190430
	Iteration 41Q: 3 clusters Score -317256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -317263.875000 Penalty: 2614.190430
	Iteration 42Q: 3 clusters Score -317263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -317268.625000 Penalty: 2614.190430
	Iteration 43Q: 3 clusters Score -317268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -317274.468750 Penalty: 2614.190430
	Iteration 44Q: 3 clusters Score -317274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -317282.468750 Penalty: 2614.190430
	Iteration 45Q: 3 clusters Score -317282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -317289.906250 Penalty: 2614.190430
	Iteration 46Q: 3 clusters Score -317289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -317302.250000 Penalty: 2614.190430
	Iteration 47Q: 3 clusters Score -317302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -317311.500000 Penalty: 2614.190430
	Iteration 48Q: 3 clusters Score -317311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -317318.281250 Penalty: 2614.190430
	Iteration 49Q: 3 clusters Score -317318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -317322.468750 Penalty: 2614.190430
	Iteration 50Q: 3 clusters Score -317322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -317333.000000 Penalty: 2614.190430
	Iteration 51Q: 3 clusters Score -317333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -317351.843750 Penalty: 2614.190430
	Iteration 52Q: 3 clusters Score -317351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -317360.218750 Penalty: 2614.190430
	Iteration 53Q: 3 clusters Score -317360.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -317371.062500 Penalty: 2614.190430
	Iteration 54Q: 3 clusters Score -317371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -317378.375000 Penalty: 2614.190430
	Iteration 55Q: 3 clusters Score -317378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -317381.781250 Penalty: 2614.190430
	Iteration 56Q: 3 clusters Score -317381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -317384.656250 Penalty: 2614.190430
	Iteration 57Q: 3 clusters Score -317384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -317386.062500 Penalty: 2614.190430
	Iteration 58Q: 3 clusters Score -317386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -317387.437500 Penalty: 2614.190430
	Iteration 59Q: 3 clusters Score -317387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -317389.937500 Penalty: 2614.190430
	Iteration 60F: 3 clusters Score -317389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Entering Unmasked Estep 
Score: -4035511.250000 Penalty: 1712.575439
	Iteration 0F: 2 clusters Score -4035511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4010210.500000 Penalty: 3425.150879
	Iteration 0F: 3 clusters Score -4010210 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4019838.750000 Penalty: 3425.150879
	Iteration 1F: 3 clusters Score -4019839 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4020126.500000 Penalty: 3425.150879
	Iteration 2Q: 3 clusters Score -4020126 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4020450.750000 Penalty: 3425.150879
	Iteration 3Q: 3 clusters Score -4020451 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4020776.000000 Penalty: 3425.150879
	Iteration 4Q: 3 clusters Score -4020776 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4021126.500000 Penalty: 3425.150879
	Iteration 5Q: 3 clusters Score -4021126 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4021607.500000 Penalty: 3425.150879
	Iteration 6Q: 3 clusters Score -4021608 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4022261.750000 Penalty: 3425.150879
	Iteration 7Q: 3 clusters Score -4022262 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4023194.000000 Penalty: 3425.150879
	Iteration 8Q: 3 clusters Score -4023194 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4024522.500000 Penalty: 3425.150879
	Iteration 9F: 3 clusters Score -4024522 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4026031.000000 Penalty: 3425.150879
	Iteration 10F: 3 clusters Score -4026031 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4027561.250000 Penalty: 3425.150879
	Iteration 11F: 3 clusters Score -4027561 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4028693.500000 Penalty: 3425.150879
	Iteration 12F: 3 clusters Score -4028694 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4029425.250000 Penalty: 3425.150879
	Iteration 13Q: 3 clusters Score -4029425 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -4029794.250000 Penalty: 3425.150879
	Iteration 14Q: 3 clusters Score -4029794 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4029996.250000 Penalty: 3425.150879
	Iteration 15Q: 3 clusters Score -4029996 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4030221.000000 Penalty: 3425.150879
	Iteration 16Q: 3 clusters Score -4030221 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4030385.500000 Penalty: 3425.150879
	Iteration 17Q: 3 clusters Score -4030386 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4030549.250000 Penalty: 3425.150879
	Iteration 18Q: 3 clusters Score -4030549 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4030733.000000 Penalty: 3425.150879
	Iteration 19Q: 3 clusters Score -4030733 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4030894.250000 Penalty: 3425.150879
	Iteration 20F: 3 clusters Score -4030894 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4031032.500000 Penalty: 3425.150879
	Iteration 21Q: 3 clusters Score -4031032 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4031170.000000 Penalty: 3425.150879
	Iteration 22Q: 3 clusters Score -4031170 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4031301.500000 Penalty: 3425.150879
	Iteration 23Q: 3 clusters Score -4031302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4031425.250000 Penalty: 3425.150879
	Iteration 24Q: 3 clusters Score -4031425 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4031504.500000 Penalty: 3425.150879
	Iteration 25Q: 3 clusters Score -4031504 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4031614.750000 Penalty: 3425.150879
	Iteration 26Q: 3 clusters Score -4031615 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4031700.000000 Penalty: 3425.150879
	Iteration 27Q: 3 clusters Score -4031700 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4031778.000000 Penalty: 3425.150879
	Iteration 28Q: 3 clusters Score -4031778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -4031850.500000 Penalty: 3425.150879
	Iteration 29Q: 3 clusters Score -4031850 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4031913.250000 Penalty: 3425.150879
	Iteration 30Q: 3 clusters Score -4031913 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4031978.500000 Penalty: 3425.150879
	Iteration 31Q: 3 clusters Score -4031978 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4032044.000000 Penalty: 3425.150879
	Iteration 32Q: 3 clusters Score -4032044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4032100.750000 Penalty: 3425.150879
	Iteration 33Q: 3 clusters Score -4032101 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4032141.250000 Penalty: 3425.150879
	Iteration 34Q: 3 clusters Score -4032141 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -4032170.000000 Penalty: 3425.150879
	Iteration 35Q: 3 clusters Score -4032170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4032214.500000 Penalty: 3425.150879
	Iteration 36Q: 3 clusters Score -4032214 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4032267.000000 Penalty: 3425.150879
	Iteration 37Q: 3 clusters Score -4032267 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4032296.000000 Penalty: 3425.150879
	Iteration 38Q: 3 clusters Score -4032296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4032333.000000 Penalty: 3425.150879
	Iteration 39Q: 3 clusters Score -4032333 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4032377.250000 Penalty: 3425.150879
	Iteration 40F: 3 clusters Score -4032377 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4032400.500000 Penalty: 3425.150879
	Iteration 41Q: 3 clusters Score -4032400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4032434.250000 Penalty: 3425.150879
	Iteration 42Q: 3 clusters Score -4032434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4032486.750000 Penalty: 3425.150879
	Iteration 43Q: 3 clusters Score -4032487 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4032531.000000 Penalty: 3425.150879
	Iteration 44Q: 3 clusters Score -4032531 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4032549.500000 Penalty: 3425.150879
	Iteration 45Q: 3 clusters Score -4032550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4032582.000000 Penalty: 3425.150879
	Iteration 46Q: 3 clusters Score -4032582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4032609.750000 Penalty: 3425.150879
	Iteration 47Q: 3 clusters Score -4032610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4032628.750000 Penalty: 3425.150879
	Iteration 48Q: 3 clusters Score -4032629 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4032660.250000 Penalty: 3425.150879
	Iteration 49Q: 3 clusters Score -4032660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4032710.750000 Penalty: 3425.150879
	Iteration 50Q: 3 clusters Score -4032711 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4032765.500000 Penalty: 3425.150879
	Iteration 51Q: 3 clusters Score -4032766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4032807.750000 Penalty: 3425.150879
	Iteration 52Q: 3 clusters Score -4032808 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4032863.500000 Penalty: 3425.150879
	Iteration 53Q: 3 clusters Score -4032864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4032931.250000 Penalty: 3425.150879
	Iteration 54Q: 3 clusters Score -4032931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4032997.250000 Penalty: 3425.150879
	Iteration 55Q: 3 clusters Score -4032997 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4033061.250000 Penalty: 3425.150879
	Iteration 56Q: 3 clusters Score -4033061 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4033104.750000 Penalty: 3425.150879
	Iteration 57Q: 3 clusters Score -4033105 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4033160.750000 Penalty: 3425.150879
	Iteration 58Q: 3 clusters Score -4033161 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4033231.750000 Penalty: 3425.150879
	Iteration 59Q: 3 clusters Score -4033232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4033288.250000 Penalty: 3425.150879
	Iteration 60F: 3 clusters Score -4033288 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4033347.750000 Penalty: 3425.150879
	Iteration 61Q: 3 clusters Score -4033348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4033422.500000 Penalty: 3425.150879
	Iteration 62Q: 3 clusters Score -4033422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4033462.750000 Penalty: 3425.150879
	Iteration 63Q: 3 clusters Score -4033463 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4033514.250000 Penalty: 3425.150879
	Iteration 64Q: 3 clusters Score -4033514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4033568.000000 Penalty: 3425.150879
	Iteration 65Q: 3 clusters Score -4033568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4033621.750000 Penalty: 3425.150879
	Iteration 66Q: 3 clusters Score -4033622 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4033665.750000 Penalty: 3425.150879
	Iteration 67Q: 3 clusters Score -4033666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4033698.750000 Penalty: 3425.150879
	Iteration 68Q: 3 clusters Score -4033699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4033735.250000 Penalty: 3425.150879
	Iteration 69Q: 3 clusters Score -4033735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4033770.500000 Penalty: 3425.150879
	Iteration 70Q: 3 clusters Score -4033770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4033792.250000 Penalty: 3425.150879
	Iteration 71Q: 3 clusters Score -4033792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4033818.000000 Penalty: 3425.150879
	Iteration 72Q: 3 clusters Score -4033818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4033858.750000 Penalty: 3425.150879
	Iteration 73Q: 3 clusters Score -4033859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4033882.500000 Penalty: 3425.150879
	Iteration 74Q: 3 clusters Score -4033882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4033902.500000 Penalty: 3425.150879
	Iteration 75Q: 3 clusters Score -4033902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4033919.000000 Penalty: 3425.150879
	Iteration 76Q: 3 clusters Score -4033919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4033936.750000 Penalty: 3425.150879
	Iteration 77Q: 3 clusters Score -4033937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4033947.000000 Penalty: 3425.150879
	Iteration 78Q: 3 clusters Score -4033947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4033959.000000 Penalty: 3425.150879
	Iteration 79Q: 3 clusters Score -4033959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4033963.750000 Penalty: 3425.150879
	Iteration 80F: 3 clusters Score -4033964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4033975.500000 Penalty: 3425.150879
	Iteration 81Q: 3 clusters Score -4033976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4033985.250000 Penalty: 3425.150879
	Iteration 82Q: 3 clusters Score -4033985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4033989.000000 Penalty: 3425.150879
	Iteration 83Q: 3 clusters Score -4033989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4033998.250000 Penalty: 3425.150879
	Iteration 84Q: 3 clusters Score -4033998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4033997.500000 Penalty: 3425.150879
	Iteration 85Q: 3 clusters Score -4033998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4034000.750000 Penalty: 3425.150879
	Iteration 86Q: 3 clusters Score -4034001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4033999.000000 Penalty: 3425.150879
	Iteration 87Q: 3 clusters Score -4033999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4033996.500000 Penalty: 3425.150879
	Iteration 88Q: 3 clusters Score -4033996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4034000.500000 Penalty: 3425.150879
	Iteration 89Q: 3 clusters Score -4034000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4034001.000000 Penalty: 3425.150879
	Iteration 90Q: 3 clusters Score -4034001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4034005.250000 Penalty: 3425.150879
	Iteration 91Q: 3 clusters Score -4034005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4034009.500000 Penalty: 3425.150879
	Iteration 92Q: 3 clusters Score -4034010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4034012.500000 Penalty: 3425.150879
	Iteration 93Q: 3 clusters Score -4034012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4034015.750000 Penalty: 3425.150879
	Iteration 94Q: 3 clusters Score -4034016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4034017.500000 Penalty: 3425.150879
	Iteration 95Q: 3 clusters Score -4034018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4034025.500000 Penalty: 3425.150879
	Iteration 96Q: 3 clusters Score -4034026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4034028.250000 Penalty: 3425.150879
	Iteration 97Q: 3 clusters Score -4034028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4034033.000000 Penalty: 3425.150879
	Iteration 98Q: 3 clusters Score -4034033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4034037.000000 Penalty: 3425.150879
	Iteration 99Q: 3 clusters Score -4034037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4034039.000000 Penalty: 3425.150879
	Iteration 100F: 3 clusters Score -4034039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4034052.000000 Penalty: 3425.150879
	Iteration 101Q: 3 clusters Score -4034052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4034053.750000 Penalty: 3425.150879
	Iteration 102Q: 3 clusters Score -4034054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4034051.000000 Penalty: 3425.150879
	Iteration 103Q: 3 clusters Score -4034051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4034066.500000 Penalty: 3425.150879
	Iteration 104Q: 3 clusters Score -4034066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4034067.750000 Penalty: 3425.150879
	Iteration 105Q: 3 clusters Score -4034068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4034070.500000 Penalty: 3425.150879
	Iteration 106Q: 3 clusters Score -4034070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4034071.750000 Penalty: 3425.150879
	Iteration 107Q: 3 clusters Score -4034072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4034074.750000 Penalty: 3425.150879
	Iteration 108Q: 3 clusters Score -4034075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4034078.250000 Penalty: 3425.150879
	Iteration 109Q: 3 clusters Score -4034078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4034079.250000 Penalty: 3425.150879
	Iteration 110Q: 3 clusters Score -4034079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4034088.000000 Penalty: 3425.150879
	Iteration 111Q: 3 clusters Score -4034088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4034092.500000 Penalty: 3425.150879
	Iteration 112Q: 3 clusters Score -4034092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4034090.500000 Penalty: 3425.150879
	Iteration 113Q: 3 clusters Score -4034090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4034094.500000 Penalty: 3425.150879
	Iteration 114Q: 3 clusters Score -4034094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4034093.250000 Penalty: 3425.150879
	Iteration 115Q: 3 clusters Score -4034093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4034093.500000 Penalty: 3425.150879
	Iteration 116Q: 3 clusters Score -4034094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4034093.250000 Penalty: 3425.150879
	Iteration 117Q: 3 clusters Score -4034093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4034091.250000 Penalty: 3425.150879
	Iteration 118Q: 3 clusters Score -4034091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4034093.250000 Penalty: 3425.150879
	Iteration 119Q: 3 clusters Score -4034093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4034093.250000 Penalty: 3425.150879
	Iteration 120F: 3 clusters Score -4034093 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210754832.000000 Penalty: 44851.500000
22->20 Clusters: Score -210754832.000000, best is -210772544.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 30590 members 
Mstep: Class 3 contains 30774 members 
Mstep: Class 4 contains 31226 members 
Mstep: Class 5 contains 30929 members 
Mstep: Class 6 contains 30759 members 
Mstep: Class 7 contains 30971 members 
Mstep: Class 8 contains 30871 members 
Mstep: Class 9 contains 30928 members 
Mstep: Class 10 contains 30639 members 
Mstep: Class 11 contains 30665 members 
Mstep: Class 12 contains 30988 members 
Mstep: Class 13 contains 31159 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 30754 members 
Mstep: Class 16 contains 31003 members 
Mstep: Class 17 contains 30944 members 
Mstep: Class 18 contains 30686 members 
Mstep: Class 19 contains 30570 members 
Mstep: Class 20 contains 30830 members 
Mstep: Class 21 contains 30921 members 
Mstep: Class 22 contains 31005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 75.752213 but Gain 2182.082031
Score: -67348624.000000 Penalty: 45823.691406
Iteration 0F: 22 clusters Score -6.734862e+07 nChanged 645911
Entering Unmasked Mstep 
Mstep: Class 0 contains 549 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 27576 members 
Mstep: Class 3 contains 18509 members 
Mstep: Class 4 contains 16199 members 
Mstep: Class 6 contains 34858 members 
Mstep: Class 7 contains 102009 members 
Mstep: Class 8 contains 18798 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 23660 members 
Mstep: Class 11 contains 41746 members 
Mstep: Class 12 contains 19499 members 
Mstep: Class 13 contains 30679 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 37620 members 
Mstep: Class 16 contains 48405 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 23007 members 
Mstep: Class 19 contains 4697 members 
Mstep: Class 20 contains 185583 members 
Mstep: Class 21 contains 3696 members 
Mstep: Class 22 contains 11976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 769.635864 but Gain 2182.078125
Score: -69158432.000000 Penalty: 43641.613281
Iteration 1F: 21 clusters Score -6.915843e+07 nChanged 214407
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 17924 members 
Mstep: Class 3 contains 13170 members 
Mstep: Class 4 contains 11234 members 
Mstep: Class 6 contains 27642 members 
Mstep: Class 7 contains 124395 members 
Mstep: Class 8 contains 27219 members 
Mstep: Class 10 contains 15585 members 
Mstep: Class 11 contains 33837 members 
Mstep: Class 12 contains 12888 members 
Mstep: Class 13 contains 24334 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 29231 members 
Mstep: Class 16 contains 34604 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 19275 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 256943 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 844.573547 but Gain 2182.082031
Score: -69421800.000000 Penalty: 41459.531250
Iteration 2F: 20 clusters Score -6.94218e+07 nChanged 149029
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10293 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 10350 members 
Mstep: Class 6 contains 22328 members 
Mstep: Class 7 contains 138915 members 
Mstep: Class 8 contains 39598 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 25237 members 
Mstep: Class 12 contains 9927 members 
Mstep: Class 13 contains 19427 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 26911 members 
Mstep: Class 16 contains 28979 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 16834 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 287488 members 
Mstep: Class 22 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1135.630615 but Gain 2182.082031
Score: -69566584.000000 Penalty: 39277.449219
Iteration 3F: 19 clusters Score -6.956658e+07 nChanged 115507
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 2 contains 5872 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 10839 members 
Mstep: Class 6 contains 19692 members 
Mstep: Class 7 contains 151115 members 
Mstep: Class 8 contains 48415 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 8985 members 
Mstep: Class 13 contains 16137 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 28345 members 
Mstep: Class 16 contains 27745 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 286682 members 
Mstep: Class 22 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69680152.000000 Penalty: 39277.449219
Iteration 4F: 19 clusters Score -6.968015e+07 nChanged 93679
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 6 contains 19775 members 
Mstep: Class 7 contains 159331 members 
Mstep: Class 8 contains 53670 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 17330 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 13792 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 31039 members 
Mstep: Class 16 contains 29075 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 25234 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 270182 members 
Mstep: Class 22 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1951.669312 but Gain 2182.078125
Score: -69764824.000000 Penalty: 37095.371094
Iteration 5F: 18 clusters Score -6.976482e+07 nChanged 81460
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 12196 members 
Mstep: Class 6 contains 22860 members 
Mstep: Class 7 contains 165230 members 
Mstep: Class 8 contains 56629 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 8209 members 
Mstep: Class 13 contains 12363 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 33627 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 18 contains 30499 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 249162 members 
Mstep: Class 22 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69840528.000000 Penalty: 37095.371094
Iteration 6F: 18 clusters Score -6.984053e+07 nChanged 67770
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 3 contains 3580 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 6 contains 27445 members 
Mstep: Class 7 contains 168576 members 
Mstep: Class 8 contains 57677 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 19562 members 
Mstep: Class 12 contains 7550 members 
Mstep: Class 13 contains 11958 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 34889 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 34733 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 227625 members 
Mstep: Class 22 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69904336.000000 Penalty: 37095.371094
Iteration 7F: 18 clusters Score -6.990434e+07 nChanged 56898
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 6 contains 32137 members 
Mstep: Class 7 contains 171532 members 
Mstep: Class 8 contains 57734 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 1133 members 
Mstep: Class 15 contains 34931 members 
Mstep: Class 16 contains 39947 members 
Mstep: Class 17 contains 22891 members 
Mstep: Class 18 contains 37857 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 208462 members 
Mstep: Class 22 contains 8500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69958632.000000 Penalty: 37095.371094
Iteration 8F: 18 clusters Score -6.995863e+07 nChanged 47968
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 6 contains 35910 members 
Mstep: Class 7 contains 176146 members 
Mstep: Class 8 contains 57381 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 22530 members 
Mstep: Class 12 contains 5955 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 33789 members 
Mstep: Class 16 contains 43999 members 
Mstep: Class 17 contains 25568 members 
Mstep: Class 18 contains 40200 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 191382 members 
Mstep: Class 22 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69996712.000000 Penalty: 37095.371094
Iteration 9F: 18 clusters Score -6.999671e+07 nChanged 40522
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 6 contains 38736 members 
Mstep: Class 7 contains 181282 members 
Mstep: Class 8 contains 56879 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 23785 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 14152 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 48037 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 42059 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 176363 members 
Mstep: Class 22 contains 9927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70023448.000000 Penalty: 37095.371094
Iteration 10F: 18 clusters Score -7.002345e+07 nChanged 34620
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 6 contains 40945 members 
Mstep: Class 7 contains 186661 members 
Mstep: Class 8 contains 56401 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 24993 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 51720 members 
Mstep: Class 17 contains 29835 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 161937 members 
Mstep: Class 22 contains 10291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70043184.000000 Penalty: 37095.371094
Iteration 11F: 18 clusters Score -7.004318e+07 nChanged 30210
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 9960 members 
Mstep: Class 6 contains 42674 members 
Mstep: Class 7 contains 191733 members 
Mstep: Class 8 contains 56028 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 26261 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 16100 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 29579 members 
Mstep: Class 16 contains 55219 members 
Mstep: Class 17 contains 31592 members 
Mstep: Class 18 contains 45341 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 148578 members 
Mstep: Class 22 contains 10529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059616.000000 Penalty: 37095.371094
Iteration 12Q: 18 clusters Score -7.005962e+07 nChanged 26625
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 196439 members 
Mstep: Class 8 contains 55618 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 27413 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 17088 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 28460 members 
Mstep: Class 16 contains 58434 members 
Mstep: Class 17 contains 33089 members 
Mstep: Class 18 contains 46763 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 136611 members 
Mstep: Class 22 contains 10640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70074064.000000 Penalty: 37095.371094
Iteration 13Q: 18 clusters Score -7.007406e+07 nChanged 24193
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 8850 members 
Mstep: Class 6 contains 45050 members 
Mstep: Class 7 contains 201245 members 
Mstep: Class 8 contains 55210 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 28477 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 18007 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 15 contains 27398 members 
Mstep: Class 16 contains 61434 members 
Mstep: Class 17 contains 34374 members 
Mstep: Class 18 contains 47960 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 125675 members 
Mstep: Class 22 contains 10646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70085704.000000 Penalty: 37095.371094
Iteration 14Q: 18 clusters Score -7.00857e+07 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 6 contains 45873 members 
Mstep: Class 7 contains 206356 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 29384 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 18915 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 26388 members 
Mstep: Class 16 contains 64201 members 
Mstep: Class 17 contains 35325 members 
Mstep: Class 18 contains 48806 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 115746 members 
Mstep: Class 22 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70093968.000000 Penalty: 37095.371094
Iteration 15Q: 18 clusters Score -7.009397e+07 nChanged 20053
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 7635 members 
Mstep: Class 6 contains 46540 members 
Mstep: Class 7 contains 210962 members 
Mstep: Class 8 contains 54264 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 30219 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 19782 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 25361 members 
Mstep: Class 16 contains 66628 members 
Mstep: Class 17 contains 36053 members 
Mstep: Class 18 contains 49421 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 107419 members 
Mstep: Class 22 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70100728.000000 Penalty: 37095.371094
Iteration 16Q: 18 clusters Score -7.010073e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 6 contains 47026 members 
Mstep: Class 7 contains 214959 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 31086 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 20534 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 24283 members 
Mstep: Class 16 contains 68778 members 
Mstep: Class 17 contains 36560 members 
Mstep: Class 18 contains 49877 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 100660 members 
Mstep: Class 22 contains 10091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70105432.000000 Penalty: 37095.371094
Iteration 17Q: 18 clusters Score -7.010543e+07 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 6 contains 47411 members 
Mstep: Class 7 contains 217803 members 
Mstep: Class 8 contains 53377 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 31952 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 21104 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 23123 members 
Mstep: Class 16 contains 70843 members 
Mstep: Class 17 contains 36994 members 
Mstep: Class 18 contains 50216 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 95634 members 
Mstep: Class 22 contains 9826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70108480.000000 Penalty: 37095.371094
Iteration 18Q: 18 clusters Score -7.010848e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 219614 members 
Mstep: Class 8 contains 53017 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 32819 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 21642 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 21881 members 
Mstep: Class 16 contains 72755 members 
Mstep: Class 17 contains 37377 members 
Mstep: Class 18 contains 50533 members 
Mstep: Class 19 contains 4900 members 
Mstep: Class 20 contains 92016 members 
Mstep: Class 22 contains 9554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70110784.000000 Penalty: 37095.371094
Iteration 19Q: 18 clusters Score -7.011078e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 6 contains 47903 members 
Mstep: Class 7 contains 220584 members 
Mstep: Class 8 contains 52693 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 33647 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 22095 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 20642 members 
Mstep: Class 16 contains 74687 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 50781 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 89331 members 
Mstep: Class 22 contains 9301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70113112.000000 Penalty: 37095.371094
Iteration 20F: 18 clusters Score -7.011311e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 6 contains 48032 members 
Mstep: Class 7 contains 220781 members 
Mstep: Class 8 contains 52405 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 34528 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 22545 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 76717 members 
Mstep: Class 17 contains 37880 members 
Mstep: Class 18 contains 51060 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 87240 members 
Mstep: Class 22 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70117440.000000 Penalty: 37095.371094
Iteration 21Q: 18 clusters Score -7.011744e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 4 contains 4209 members 
Mstep: Class 6 contains 48123 members 
Mstep: Class 7 contains 220247 members 
Mstep: Class 8 contains 52089 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 35441 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 18222 members 
Mstep: Class 16 contains 78829 members 
Mstep: Class 17 contains 37940 members 
Mstep: Class 18 contains 51390 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 85650 members 
Mstep: Class 22 contains 8818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70121192.000000 Penalty: 37095.371094
Iteration 22Q: 18 clusters Score -7.012119e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 6 contains 48197 members 
Mstep: Class 7 contains 219151 members 
Mstep: Class 8 contains 51773 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 36352 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 23296 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 80989 members 
Mstep: Class 17 contains 38067 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 84361 members 
Mstep: Class 22 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70123400.000000 Penalty: 37095.371094
Iteration 23Q: 18 clusters Score -7.01234e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 6 contains 48262 members 
Mstep: Class 7 contains 217778 members 
Mstep: Class 8 contains 51473 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 11 contains 37258 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 23627 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 16029 members 
Mstep: Class 16 contains 83131 members 
Mstep: Class 17 contains 38291 members 
Mstep: Class 18 contains 52082 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 83281 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70125488.000000 Penalty: 37095.371094
Iteration 24Q: 18 clusters Score -7.012549e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 6 contains 48321 members 
Mstep: Class 7 contains 216120 members 
Mstep: Class 8 contains 51214 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 38140 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 23968 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 15018 members 
Mstep: Class 16 contains 85275 members 
Mstep: Class 17 contains 38532 members 
Mstep: Class 18 contains 52431 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 82425 members 
Mstep: Class 22 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70126560.000000 Penalty: 37095.371094
Iteration 25Q: 18 clusters Score -7.012656e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 6 contains 48356 members 
Mstep: Class 7 contains 214381 members 
Mstep: Class 8 contains 50946 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 39007 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 14008 members 
Mstep: Class 16 contains 87478 members 
Mstep: Class 17 contains 38768 members 
Mstep: Class 18 contains 52790 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 81676 members 
Mstep: Class 22 contains 7860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70127944.000000 Penalty: 37095.371094
Iteration 26Q: 18 clusters Score -7.012794e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 6 contains 48391 members 
Mstep: Class 7 contains 212483 members 
Mstep: Class 8 contains 50695 members 
Mstep: Class 10 contains 7286 members 
Mstep: Class 11 contains 39790 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 24610 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 13095 members 
Mstep: Class 16 contains 89793 members 
Mstep: Class 17 contains 39006 members 
Mstep: Class 18 contains 53129 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 81019 members 
Mstep: Class 22 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70129440.000000 Penalty: 37095.371094
Iteration 27Q: 18 clusters Score -7.012944e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 6 contains 48409 members 
Mstep: Class 7 contains 210693 members 
Mstep: Class 8 contains 50424 members 
Mstep: Class 10 contains 7367 members 
Mstep: Class 11 contains 40468 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 24876 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 92159 members 
Mstep: Class 17 contains 39211 members 
Mstep: Class 18 contains 53474 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 80399 members 
Mstep: Class 22 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70130808.000000 Penalty: 37095.371094
Iteration 28Q: 18 clusters Score -7.013081e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 6 contains 48429 members 
Mstep: Class 7 contains 208891 members 
Mstep: Class 8 contains 50161 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 41089 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 25106 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 94471 members 
Mstep: Class 17 contains 39436 members 
Mstep: Class 18 contains 53783 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 79847 members 
Mstep: Class 22 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70131944.000000 Penalty: 37095.371094
Iteration 29Q: 18 clusters Score -7.013194e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 6 contains 48430 members 
Mstep: Class 7 contains 207167 members 
Mstep: Class 8 contains 49822 members 
Mstep: Class 10 contains 7449 members 
Mstep: Class 11 contains 41637 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 25305 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 96765 members 
Mstep: Class 17 contains 39662 members 
Mstep: Class 18 contains 54062 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 79328 members 
Mstep: Class 22 contains 6798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70132912.000000 Penalty: 37095.371094
Iteration 30Q: 18 clusters Score -7.013291e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 6 contains 48441 members 
Mstep: Class 7 contains 205451 members 
Mstep: Class 8 contains 49499 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 11 contains 42134 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 9950 members 
Mstep: Class 16 contains 99122 members 
Mstep: Class 17 contains 39832 members 
Mstep: Class 18 contains 54315 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 78822 members 
Mstep: Class 22 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70133688.000000 Penalty: 37095.371094
Iteration 31Q: 18 clusters Score -7.013369e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 6 contains 48444 members 
Mstep: Class 7 contains 203699 members 
Mstep: Class 8 contains 49193 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 25651 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 9329 members 
Mstep: Class 16 contains 101476 members 
Mstep: Class 17 contains 40008 members 
Mstep: Class 18 contains 54544 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 78319 members 
Mstep: Class 22 contains 6333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70134480.000000 Penalty: 37095.371094
Iteration 32Q: 18 clusters Score -7.013448e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4354 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 6 contains 48432 members 
Mstep: Class 7 contains 201888 members 
Mstep: Class 8 contains 48893 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 42935 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 25840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 103800 members 
Mstep: Class 17 contains 40194 members 
Mstep: Class 18 contains 54782 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 77867 members 
Mstep: Class 22 contains 6109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2116.429688 but Gain 2182.082031
Score: -70135304.000000 Penalty: 34913.289062
Iteration 33Q: 17 clusters Score -7.01353e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 6 contains 48427 members 
Mstep: Class 7 contains 201048 members 
Mstep: Class 8 contains 48768 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 43357 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 26107 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 16 contains 106317 members 
Mstep: Class 17 contains 40353 members 
Mstep: Class 18 contains 55006 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 77530 members 
Mstep: Class 22 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70137760.000000 Penalty: 34913.289062
Iteration 34Q: 17 clusters Score -7.013776e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4498 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 199281 members 
Mstep: Class 8 contains 48421 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 43683 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 26323 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 108596 members 
Mstep: Class 17 contains 40504 members 
Mstep: Class 18 contains 55256 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 77049 members 
Mstep: Class 22 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70138000.000000 Penalty: 34913.289062
Iteration 35Q: 17 clusters Score -7.0138e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 197612 members 
Mstep: Class 8 contains 48071 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 44029 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 26516 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 110780 members 
Mstep: Class 17 contains 40655 members 
Mstep: Class 18 contains 55432 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 76601 members 
Mstep: Class 22 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70138648.000000 Penalty: 34913.289062
Iteration 36Q: 17 clusters Score -7.013865e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 6 contains 48417 members 
Mstep: Class 7 contains 195982 members 
Mstep: Class 8 contains 47770 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 44366 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 26720 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 112875 members 
Mstep: Class 17 contains 40781 members 
Mstep: Class 18 contains 55600 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 76161 members 
Mstep: Class 22 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70139400.000000 Penalty: 34913.289062
Iteration 37Q: 17 clusters Score -7.01394e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 194264 members 
Mstep: Class 8 contains 47474 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 44680 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 115009 members 
Mstep: Class 17 contains 40899 members 
Mstep: Class 18 contains 55760 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 75760 members 
Mstep: Class 22 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70139832.000000 Penalty: 34913.289062
Iteration 38Q: 17 clusters Score -7.013983e+07 nChanged 4484
Entering ConstructFrom: 
Score: -70139832.000000 Penalty: 34913.289062
Entering ConstructFrom: 
Trying to split cluster 3 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -462800.468750 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -462800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -458916.531250 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -458916.5 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -460015.625000 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -460015.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -460277.156250 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -460277.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -460565.562500 Penalty: 2751.143555
	Iteration 3F: 3 clusters Score -460565.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -460935.906250 Penalty: 2751.143555
	Iteration 4F: 3 clusters Score -460935.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -461341.031250 Penalty: 2751.143555
	Iteration 5F: 3 clusters Score -461341 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -461731.937500 Penalty: 2751.143555
	Iteration 6F: 3 clusters Score -461731.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -462192.593750 Penalty: 2751.143555
	Iteration 7F: 3 clusters Score -462192.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -462741.468750 Penalty: 2751.143555
	Iteration 8F: 3 clusters Score -462741.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -463172.000000 Penalty: 2751.143555
	Iteration 9F: 3 clusters Score -463172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -463331.656250 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -463331.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -463394.937500 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -463394.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -463425.031250 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -463425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -463434.250000 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -463434.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -463440.250000 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -463440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -463447.281250 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -463447.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -463454.218750 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -463454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -463455.531250 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -463455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -463455.687500 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -463455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -463455.687500 Penalty: 2751.143555
	Iteration 19F: 3 clusters Score -463455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 192651 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70139744.000000 Penalty: 37095.371094
Splitting cluster 3 changes total score from -70139832.000000 to -70139744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (48403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Entering Unmasked Estep 
Score: -5135508.000000 Penalty: 1752.939087
	Iteration 0F: 2 clusters Score -5135508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5103038.500000 Penalty: 3505.878174
	Iteration 0F: 3 clusters Score -5103038 nChanged 22742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5116332.500000 Penalty: 3505.878174
	Iteration 1F: 3 clusters Score -5116332 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5117751.000000 Penalty: 3505.878174
	Iteration 2F: 3 clusters Score -5117751 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5119906.000000 Penalty: 3505.878174
	Iteration 3F: 3 clusters Score -5119906 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5122883.000000 Penalty: 3505.878174
	Iteration 4F: 3 clusters Score -5122883 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5126280.500000 Penalty: 3505.878174
	Iteration 5F: 3 clusters Score -5126280 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5129139.500000 Penalty: 3505.878174
	Iteration 6F: 3 clusters Score -5129140 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5131154.000000 Penalty: 3505.878174
	Iteration 7F: 3 clusters Score -5131154 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5132475.000000 Penalty: 3505.878174
	Iteration 8Q: 3 clusters Score -5132475 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -5133319.500000 Penalty: 3505.878174
	Iteration 9Q: 3 clusters Score -5133320 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -5133801.000000 Penalty: 3505.878174
	Iteration 10Q: 3 clusters Score -5133801 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5134166.500000 Penalty: 3505.878174
	Iteration 11Q: 3 clusters Score -5134166 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5134461.500000 Penalty: 3505.878174
	Iteration 12Q: 3 clusters Score -5134462 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5134647.000000 Penalty: 3505.878174
	Iteration 13Q: 3 clusters Score -5134647 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5134816.500000 Penalty: 3505.878174
	Iteration 14Q: 3 clusters Score -5134816 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5134958.000000 Penalty: 3505.878174
	Iteration 15Q: 3 clusters Score -5134958 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -5135077.500000 Penalty: 3505.878174
	Iteration 16Q: 3 clusters Score -5135078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5135164.000000 Penalty: 3505.878174
	Iteration 17Q: 3 clusters Score -5135164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5135244.000000 Penalty: 3505.878174
	Iteration 18Q: 3 clusters Score -5135244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5135293.000000 Penalty: 3505.878174
	Iteration 19Q: 3 clusters Score -5135293 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5135357.000000 Penalty: 3505.878174
	Iteration 20F: 3 clusters Score -5135357 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5135380.500000 Penalty: 3505.878174
	Iteration 21Q: 3 clusters Score -5135380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5135398.000000 Penalty: 3505.878174
	Iteration 22Q: 3 clusters Score -5135398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5135433.000000 Penalty: 3505.878174
	Iteration 23Q: 3 clusters Score -5135433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5135464.000000 Penalty: 3505.878174
	Iteration 24Q: 3 clusters Score -5135464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5135475.500000 Penalty: 3505.878174
	Iteration 25Q: 3 clusters Score -5135476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5135520.000000 Penalty: 3505.878174
	Iteration 26Q: 3 clusters Score -5135520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5135521.000000 Penalty: 3505.878174
	Iteration 27Q: 3 clusters Score -5135521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5135528.500000 Penalty: 3505.878174
	Iteration 28Q: 3 clusters Score -5135528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5135539.500000 Penalty: 3505.878174
	Iteration 29Q: 3 clusters Score -5135540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5135544.500000 Penalty: 3505.878174
	Iteration 30Q: 3 clusters Score -5135544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5135547.000000 Penalty: 3505.878174
	Iteration 31Q: 3 clusters Score -5135547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5135570.500000 Penalty: 3505.878174
	Iteration 32Q: 3 clusters Score -5135570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5135561.000000 Penalty: 3505.878174
	Iteration 33Q: 3 clusters Score -5135561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5135574.500000 Penalty: 3505.878174
	Iteration 34Q: 3 clusters Score -5135574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5135577.500000 Penalty: 3505.878174
	Iteration 35Q: 3 clusters Score -5135578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5135575.500000 Penalty: 3505.878174
	Iteration 36Q: 3 clusters Score -5135576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5135572.500000 Penalty: 3505.878174
	Iteration 37Q: 3 clusters Score -5135572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5135575.500000 Penalty: 3505.878174
	Iteration 38Q: 3 clusters Score -5135576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5135580.000000 Penalty: 3505.878174
	Iteration 39Q: 3 clusters Score -5135580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5135577.500000 Penalty: 3505.878174
	Iteration 40F: 3 clusters Score -5135578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5135581.500000 Penalty: 3505.878174
	Iteration 41Q: 3 clusters Score -5135582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5135577.500000 Penalty: 3505.878174
	Iteration 42Q: 3 clusters Score -5135578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5135575.000000 Penalty: 3505.878174
	Iteration 43Q: 3 clusters Score -5135575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5135569.500000 Penalty: 3505.878174
	Iteration 44Q: 3 clusters Score -5135570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5135569.500000 Penalty: 3505.878174
	Iteration 45Q: 3 clusters Score -5135570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5135580.500000 Penalty: 3505.878174
	Iteration 46Q: 3 clusters Score -5135580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5135581.000000 Penalty: 3505.878174
	Iteration 47Q: 3 clusters Score -5135581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5135581.500000 Penalty: 3505.878174
	Iteration 48Q: 3 clusters Score -5135582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5135589.000000 Penalty: 3505.878174
	Iteration 49Q: 3 clusters Score -5135589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5135589.500000 Penalty: 3505.878174
	Iteration 50Q: 3 clusters Score -5135590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5135599.000000 Penalty: 3505.878174
	Iteration 51Q: 3 clusters Score -5135599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5135597.500000 Penalty: 3505.878174
	Iteration 52Q: 3 clusters Score -5135598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5135597.000000 Penalty: 3505.878174
	Iteration 53Q: 3 clusters Score -5135597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5135593.000000 Penalty: 3505.878174
	Iteration 54Q: 3 clusters Score -5135593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5135594.000000 Penalty: 3505.878174
	Iteration 55Q: 3 clusters Score -5135594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5135594.500000 Penalty: 3505.878174
	Iteration 56Q: 3 clusters Score -5135594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5135582.000000 Penalty: 3505.878174
	Iteration 57Q: 3 clusters Score -5135582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5135577.500000 Penalty: 3505.878174
	Iteration 58Q: 3 clusters Score -5135578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5135570.500000 Penalty: 3505.878174
	Iteration 59Q: 3 clusters Score -5135570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5135578.000000 Penalty: 3505.878174
	Iteration 60F: 3 clusters Score -5135578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5135585.000000 Penalty: 3505.878174
	Iteration 61Q: 3 clusters Score -5135585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5135591.000000 Penalty: 3505.878174
	Iteration 62Q: 3 clusters Score -5135591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5135592.000000 Penalty: 3505.878174
	Iteration 63Q: 3 clusters Score -5135592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5135596.500000 Penalty: 3505.878174
	Iteration 64Q: 3 clusters Score -5135596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5135593.000000 Penalty: 3505.878174
	Iteration 65Q: 3 clusters Score -5135593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5135587.500000 Penalty: 3505.878174
	Iteration 66Q: 3 clusters Score -5135588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5135589.500000 Penalty: 3505.878174
	Iteration 67Q: 3 clusters Score -5135590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5135591.500000 Penalty: 3505.878174
	Iteration 68Q: 3 clusters Score -5135592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5135588.500000 Penalty: 3505.878174
	Iteration 69Q: 3 clusters Score -5135588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5135588.500000 Penalty: 3505.878174
	Iteration 70Q: 3 clusters Score -5135588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5135584.500000 Penalty: 3505.878174
	Iteration 71Q: 3 clusters Score -5135584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5135588.500000 Penalty: 3505.878174
	Iteration 72Q: 3 clusters Score -5135588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5135588.000000 Penalty: 3505.878174
	Iteration 73Q: 3 clusters Score -5135588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5135588.000000 Penalty: 3505.878174
	Iteration 74F: 3 clusters Score -5135588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 6 contains 45532 members 
Mstep: Class 7 contains 192651 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70139704.000000 Penalty: 37095.371094
Splitting cluster 6 changes total score from -70139832.000000 to -70139704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192651 members 
Entering Unmasked Estep 
Score: -20257216.000000 Penalty: 1977.403198
	Iteration 0F: 2 clusters Score -2.025722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -20130254.000000 Penalty: 3954.806396
	Iteration 0F: 3 clusters Score -2.013025e+07 nChanged 93032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -20186608.000000 Penalty: 3954.806396
	Iteration 1F: 3 clusters Score -2.018661e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
Score: -20189342.000000 Penalty: 3954.806396
	Iteration 2Q: 3 clusters Score -2.018934e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -20193486.000000 Penalty: 3954.806396
	Iteration 3Q: 3 clusters Score -2.019349e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -20200718.000000 Penalty: 3954.806396
	Iteration 4F: 3 clusters Score -2.020072e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -20211510.000000 Penalty: 3954.806396
	Iteration 5F: 3 clusters Score -2.021151e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -20224266.000000 Penalty: 3954.806396
	Iteration 6F: 3 clusters Score -2.022427e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -20234564.000000 Penalty: 3954.806396
	Iteration 7F: 3 clusters Score -2.023456e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -20240564.000000 Penalty: 3954.806396
	Iteration 8Q: 3 clusters Score -2.024056e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -20244200.000000 Penalty: 3954.806396
	Iteration 9Q: 3 clusters Score -2.02442e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 139715 members 
Entering Unmasked Estep 
Score: -20247120.000000 Penalty: 3954.806396
	Iteration 10Q: 3 clusters Score -2.024712e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -20249490.000000 Penalty: 3954.806396
	Iteration 11Q: 3 clusters Score -2.024949e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 147215 members 
Entering Unmasked Estep 
Score: -20251644.000000 Penalty: 3954.806396
	Iteration 12Q: 3 clusters Score -2.025164e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 150563 members 
Entering Unmasked Estep 
Score: -20253434.000000 Penalty: 3954.806396
	Iteration 13Q: 3 clusters Score -2.025343e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -20254832.000000 Penalty: 3954.806396
	Iteration 14Q: 3 clusters Score -2.025483e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 156287 members 
Entering Unmasked Estep 
Score: -20255898.000000 Penalty: 3954.806396
	Iteration 15Q: 3 clusters Score -2.02559e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -20256862.000000 Penalty: 3954.806396
	Iteration 16Q: 3 clusters Score -2.025686e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -20257530.000000 Penalty: 3954.806396
	Iteration 17Q: 3 clusters Score -2.025753e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -20258124.000000 Penalty: 3954.806396
	Iteration 18Q: 3 clusters Score -2.025812e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -20258570.000000 Penalty: 3954.806396
	Iteration 19Q: 3 clusters Score -2.025857e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -20258894.000000 Penalty: 3954.806396
	Iteration 20F: 3 clusters Score -2.025889e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 167052 members 
Entering Unmasked Estep 
Score: -20259196.000000 Penalty: 3954.806396
	Iteration 21Q: 3 clusters Score -2.02592e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20259516.000000 Penalty: 3954.806396
	Iteration 22Q: 3 clusters Score -2.025952e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -20259744.000000 Penalty: 3954.806396
	Iteration 23Q: 3 clusters Score -2.025974e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -20259924.000000 Penalty: 3954.806396
	Iteration 24Q: 3 clusters Score -2.025992e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -20260002.000000 Penalty: 3954.806396
	Iteration 25Q: 3 clusters Score -2.026e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -20260098.000000 Penalty: 3954.806396
	Iteration 26Q: 3 clusters Score -2.02601e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -20260158.000000 Penalty: 3954.806396
	Iteration 27Q: 3 clusters Score -2.026016e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 172284 members 
Entering Unmasked Estep 
Score: -20260300.000000 Penalty: 3954.806396
	Iteration 28Q: 3 clusters Score -2.02603e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -20260368.000000 Penalty: 3954.806396
	Iteration 29Q: 3 clusters Score -2.026037e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -20260464.000000 Penalty: 3954.806396
	Iteration 30Q: 3 clusters Score -2.026046e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -20260502.000000 Penalty: 3954.806396
	Iteration 31Q: 3 clusters Score -2.02605e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -20260534.000000 Penalty: 3954.806396
	Iteration 32Q: 3 clusters Score -2.026053e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 174099 members 
Entering Unmasked Estep 
Score: -20260594.000000 Penalty: 3954.806396
	Iteration 33Q: 3 clusters Score -2.026059e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -20260600.000000 Penalty: 3954.806396
	Iteration 34Q: 3 clusters Score -2.02606e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -20260650.000000 Penalty: 3954.806396
	Iteration 35Q: 3 clusters Score -2.026065e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -20260646.000000 Penalty: 3954.806396
	Iteration 36Q: 3 clusters Score -2.026065e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -20260646.000000 Penalty: 3954.806396
	Iteration 37Q: 3 clusters Score -2.026065e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -20260614.000000 Penalty: 3954.806396
	Iteration 38Q: 3 clusters Score -2.026061e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 175055 members 
Entering Unmasked Estep 
Score: -20260658.000000 Penalty: 3954.806396
	Iteration 39Q: 3 clusters Score -2.026066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 175129 members 
Entering Unmasked Estep 
Score: -20260640.000000 Penalty: 3954.806396
	Iteration 40F: 3 clusters Score -2.026064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -20260682.000000 Penalty: 3954.806396
	Iteration 41Q: 3 clusters Score -2.026068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 175243 members 
Entering Unmasked Estep 
Score: -20260666.000000 Penalty: 3954.806396
	Iteration 42Q: 3 clusters Score -2.026067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -20260668.000000 Penalty: 3954.806396
	Iteration 43Q: 3 clusters Score -2.026067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -20260672.000000 Penalty: 3954.806396
	Iteration 44Q: 3 clusters Score -2.026067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -20260658.000000 Penalty: 3954.806396
	Iteration 45Q: 3 clusters Score -2.026066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -20260686.000000 Penalty: 3954.806396
	Iteration 46Q: 3 clusters Score -2.026069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 175453 members 
Entering Unmasked Estep 
Score: -20260688.000000 Penalty: 3954.806396
	Iteration 47Q: 3 clusters Score -2.026069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -20260708.000000 Penalty: 3954.806396
	Iteration 48Q: 3 clusters Score -2.026071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -20260700.000000 Penalty: 3954.806396
	Iteration 49Q: 3 clusters Score -2.02607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -20260702.000000 Penalty: 3954.806396
	Iteration 50Q: 3 clusters Score -2.02607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -20260706.000000 Penalty: 3954.806396
	Iteration 51Q: 3 clusters Score -2.026071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -20260722.000000 Penalty: 3954.806396
	Iteration 52Q: 3 clusters Score -2.026072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -20260726.000000 Penalty: 3954.806396
	Iteration 53Q: 3 clusters Score -2.026073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -20260740.000000 Penalty: 3954.806396
	Iteration 54Q: 3 clusters Score -2.026074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -20260730.000000 Penalty: 3954.806396
	Iteration 55Q: 3 clusters Score -2.026073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -20260730.000000 Penalty: 3954.806396
	Iteration 56Q: 3 clusters Score -2.026073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 175656 members 
Entering Unmasked Estep 
Score: -20260726.000000 Penalty: 3954.806396
	Iteration 57Q: 3 clusters Score -2.026073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -20260730.000000 Penalty: 3954.806396
	Iteration 58Q: 3 clusters Score -2.026073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -20260714.000000 Penalty: 3954.806396
	Iteration 59Q: 3 clusters Score -2.026071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -20260712.000000 Penalty: 3954.806396
	Iteration 60F: 3 clusters Score -2.026071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -20260726.000000 Penalty: 3954.806396
	Iteration 61Q: 3 clusters Score -2.026073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -20260728.000000 Penalty: 3954.806396
	Iteration 62Q: 3 clusters Score -2.026073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20260728.000000 Penalty: 3954.806396
	Iteration 63Q: 3 clusters Score -2.026073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20260728.000000 Penalty: 3954.806396
	Iteration 64F: 3 clusters Score -2.026073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70143048.000000 Penalty: 37095.371094
Splitting cluster 7 changes total score from -70139832.000000 to -70143048.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (47196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Entering Unmasked Estep 
Score: -4834023.000000 Penalty: 1748.835449
	Iteration 0F: 2 clusters Score -4834023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -4802596.000000 Penalty: 3497.670898
	Iteration 0F: 3 clusters Score -4802596 nChanged 21981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4815075.500000 Penalty: 3497.670898
	Iteration 1F: 3 clusters Score -4815076 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4815708.000000 Penalty: 3497.670898
	Iteration 2Q: 3 clusters Score -4815708 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4816481.500000 Penalty: 3497.670898
	Iteration 3Q: 3 clusters Score -4816482 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4817641.000000 Penalty: 3497.670898
	Iteration 4Q: 3 clusters Score -4817641 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4819286.000000 Penalty: 3497.670898
	Iteration 5F: 3 clusters Score -4819286 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4821653.000000 Penalty: 3497.670898
	Iteration 6F: 3 clusters Score -4821653 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4824761.500000 Penalty: 3497.670898
	Iteration 7F: 3 clusters Score -4824762 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -4828010.500000 Penalty: 3497.670898
	Iteration 8F: 3 clusters Score -4828010 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -4830438.000000 Penalty: 3497.670898
	Iteration 9F: 3 clusters Score -4830438 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -4831753.500000 Penalty: 3497.670898
	Iteration 10Q: 3 clusters Score -4831754 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -4832242.000000 Penalty: 3497.670898
	Iteration 11Q: 3 clusters Score -4832242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -4832411.500000 Penalty: 3497.670898
	Iteration 12Q: 3 clusters Score -4832412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -4832459.500000 Penalty: 3497.670898
	Iteration 13Q: 3 clusters Score -4832460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -4832482.000000 Penalty: 3497.670898
	Iteration 14Q: 3 clusters Score -4832482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -4832489.500000 Penalty: 3497.670898
	Iteration 15Q: 3 clusters Score -4832490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -4832494.000000 Penalty: 3497.670898
	Iteration 16Q: 3 clusters Score -4832494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -4832497.500000 Penalty: 3497.670898
	Iteration 17Q: 3 clusters Score -4832498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -4832508.000000 Penalty: 3497.670898
	Iteration 18Q: 3 clusters Score -4832508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -4832515.000000 Penalty: 3497.670898
	Iteration 19Q: 3 clusters Score -4832515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -4832521.000000 Penalty: 3497.670898
	Iteration 20F: 3 clusters Score -4832521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -4832522.500000 Penalty: 3497.670898
	Iteration 21Q: 3 clusters Score -4832522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -4832521.500000 Penalty: 3497.670898
	Iteration 22Q: 3 clusters Score -4832522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -4832527.500000 Penalty: 3497.670898
	Iteration 23Q: 3 clusters Score -4832528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -4832524.000000 Penalty: 3497.670898
	Iteration 24Q: 3 clusters Score -4832524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -4832524.000000 Penalty: 3497.670898
	Iteration 25F: 3 clusters Score -4832524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Entering Unmasked Estep 
Score: -775730.437500 Penalty: 1452.127075
	Iteration 0F: 2 clusters Score -775730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -770139.875000 Penalty: 2904.254150
	Iteration 0F: 3 clusters Score -770139.9 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -771978.750000 Penalty: 2904.254150
	Iteration 1F: 3 clusters Score -771978.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -772385.750000 Penalty: 2904.254150
	Iteration 2F: 3 clusters Score -772385.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -772809.687500 Penalty: 2904.254150
	Iteration 3F: 3 clusters Score -772809.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -773183.500000 Penalty: 2904.254150
	Iteration 4F: 3 clusters Score -773183.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -773504.000000 Penalty: 2904.254150
	Iteration 5F: 3 clusters Score -773504 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -773762.937500 Penalty: 2904.254150
	Iteration 6F: 3 clusters Score -773762.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -773942.375000 Penalty: 2904.254150
	Iteration 7Q: 3 clusters Score -773942.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -774082.312500 Penalty: 2904.254150
	Iteration 8Q: 3 clusters Score -774082.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -774221.625000 Penalty: 2904.254150
	Iteration 9Q: 3 clusters Score -774221.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -774316.437500 Penalty: 2904.254150
	Iteration 10Q: 3 clusters Score -774316.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -774378.125000 Penalty: 2904.254150
	Iteration 11Q: 3 clusters Score -774378.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -774429.937500 Penalty: 2904.254150
	Iteration 12Q: 3 clusters Score -774429.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -774469.812500 Penalty: 2904.254150
	Iteration 13Q: 3 clusters Score -774469.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -774495.687500 Penalty: 2904.254150
	Iteration 14Q: 3 clusters Score -774495.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -774523.625000 Penalty: 2904.254150
	Iteration 15Q: 3 clusters Score -774523.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -774538.750000 Penalty: 2904.254150
	Iteration 16Q: 3 clusters Score -774538.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -774548.687500 Penalty: 2904.254150
	Iteration 17Q: 3 clusters Score -774548.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -774558.375000 Penalty: 2904.254150
	Iteration 18Q: 3 clusters Score -774558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -774564.562500 Penalty: 2904.254150
	Iteration 19Q: 3 clusters Score -774564.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -774571.062500 Penalty: 2904.254150
	Iteration 20F: 3 clusters Score -774571.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -774575.437500 Penalty: 2904.254150
	Iteration 21Q: 3 clusters Score -774575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -774580.812500 Penalty: 2904.254150
	Iteration 22Q: 3 clusters Score -774580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -774589.062500 Penalty: 2904.254150
	Iteration 23Q: 3 clusters Score -774589.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -774591.500000 Penalty: 2904.254150
	Iteration 24Q: 3 clusters Score -774591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -774594.500000 Penalty: 2904.254150
	Iteration 25Q: 3 clusters Score -774594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -774597.312500 Penalty: 2904.254150
	Iteration 26Q: 3 clusters Score -774597.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -774602.875000 Penalty: 2904.254150
	Iteration 27Q: 3 clusters Score -774602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -774602.437500 Penalty: 2904.254150
	Iteration 28Q: 3 clusters Score -774602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -774604.437500 Penalty: 2904.254150
	Iteration 29Q: 3 clusters Score -774604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -774605.312500 Penalty: 2904.254150
	Iteration 30Q: 3 clusters Score -774605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -774605.312500 Penalty: 2904.254150
	Iteration 31F: 3 clusters Score -774605.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Entering Unmasked Estep 
Score: -4770591.000000 Penalty: 1740.894165
	Iteration 0F: 2 clusters Score -4770591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4740443.500000 Penalty: 3481.788330
	Iteration 0F: 3 clusters Score -4740444 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4752180.500000 Penalty: 3481.788330
	Iteration 1F: 3 clusters Score -4752180 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4752820.500000 Penalty: 3481.788330
	Iteration 2Q: 3 clusters Score -4752820 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4753762.000000 Penalty: 3481.788330
	Iteration 3Q: 3 clusters Score -4753762 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4755157.500000 Penalty: 3481.788330
	Iteration 4F: 3 clusters Score -4755158 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4757340.000000 Penalty: 3481.788330
	Iteration 5F: 3 clusters Score -4757340 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4760239.500000 Penalty: 3481.788330
	Iteration 6F: 3 clusters Score -4760240 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4763312.000000 Penalty: 3481.788330
	Iteration 7F: 3 clusters Score -4763312 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4765517.000000 Penalty: 3481.788330
	Iteration 8F: 3 clusters Score -4765517 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4766875.500000 Penalty: 3481.788330
	Iteration 9Q: 3 clusters Score -4766876 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4767601.000000 Penalty: 3481.788330
	Iteration 10Q: 3 clusters Score -4767601 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4768022.500000 Penalty: 3481.788330
	Iteration 11Q: 3 clusters Score -4768022 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4768299.000000 Penalty: 3481.788330
	Iteration 12Q: 3 clusters Score -4768299 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4768523.500000 Penalty: 3481.788330
	Iteration 13Q: 3 clusters Score -4768524 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4768721.000000 Penalty: 3481.788330
	Iteration 14Q: 3 clusters Score -4768721 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4768830.500000 Penalty: 3481.788330
	Iteration 15Q: 3 clusters Score -4768830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4768921.000000 Penalty: 3481.788330
	Iteration 16Q: 3 clusters Score -4768921 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4768988.500000 Penalty: 3481.788330
	Iteration 17Q: 3 clusters Score -4768988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4769022.500000 Penalty: 3481.788330
	Iteration 18Q: 3 clusters Score -4769022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4769042.000000 Penalty: 3481.788330
	Iteration 19Q: 3 clusters Score -4769042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4769087.500000 Penalty: 3481.788330
	Iteration 20F: 3 clusters Score -4769088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4769113.000000 Penalty: 3481.788330
	Iteration 21Q: 3 clusters Score -4769113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4769114.500000 Penalty: 3481.788330
	Iteration 22Q: 3 clusters Score -4769114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4769145.500000 Penalty: 3481.788330
	Iteration 23Q: 3 clusters Score -4769146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4769152.500000 Penalty: 3481.788330
	Iteration 24Q: 3 clusters Score -4769152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4769181.500000 Penalty: 3481.788330
	Iteration 25Q: 3 clusters Score -4769182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4769206.000000 Penalty: 3481.788330
	Iteration 26Q: 3 clusters Score -4769206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4769234.000000 Penalty: 3481.788330
	Iteration 27Q: 3 clusters Score -4769234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4769279.000000 Penalty: 3481.788330
	Iteration 28Q: 3 clusters Score -4769279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4769299.000000 Penalty: 3481.788330
	Iteration 29Q: 3 clusters Score -4769299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4769317.500000 Penalty: 3481.788330
	Iteration 30Q: 3 clusters Score -4769318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4769315.500000 Penalty: 3481.788330
	Iteration 31Q: 3 clusters Score -4769316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4769321.500000 Penalty: 3481.788330
	Iteration 32Q: 3 clusters Score -4769322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4769326.500000 Penalty: 3481.788330
	Iteration 33Q: 3 clusters Score -4769326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4769335.000000 Penalty: 3481.788330
	Iteration 34Q: 3 clusters Score -4769335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4769336.000000 Penalty: 3481.788330
	Iteration 35Q: 3 clusters Score -4769336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4769335.500000 Penalty: 3481.788330
	Iteration 36Q: 3 clusters Score -4769336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4769339.000000 Penalty: 3481.788330
	Iteration 37Q: 3 clusters Score -4769339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4769339.000000 Penalty: 3481.788330
	Iteration 38Q: 3 clusters Score -4769339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4769340.000000 Penalty: 3481.788330
	Iteration 39Q: 3 clusters Score -4769340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4769337.000000 Penalty: 3481.788330
	Iteration 40F: 3 clusters Score -4769337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -250865.312500 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -250865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248550.328125 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -248550.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -249030.203125 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -249030.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -249142.531250 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -249142.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249202.515625 Penalty: 2513.731689
	Iteration 3Q: 3 clusters Score -249202.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -249230.296875 Penalty: 2513.731689
	Iteration 4Q: 3 clusters Score -249230.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249248.828125 Penalty: 2513.731689
	Iteration 5Q: 3 clusters Score -249248.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249263.343750 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -249263.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249275.140625 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -249275.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249285.765625 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -249285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -249294.750000 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -249294.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -249304.234375 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -249304.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249314.015625 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -249314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249319.906250 Penalty: 2513.731689
	Iteration 12Q: 3 clusters Score -249319.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249326.890625 Penalty: 2513.731689
	Iteration 13Q: 3 clusters Score -249326.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249329.906250 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -249329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249332.453125 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -249332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249333.687500 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -249333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -249335.218750 Penalty: 2513.731689
	Iteration 17Q: 3 clusters Score -249335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -249335.906250 Penalty: 2513.731689
	Iteration 18Q: 3 clusters Score -249335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249337.265625 Penalty: 2513.731689
	Iteration 19Q: 3 clusters Score -249337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249339.343750 Penalty: 2513.731689
	Iteration 20F: 3 clusters Score -249339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249343.218750 Penalty: 2513.731689
	Iteration 21Q: 3 clusters Score -249343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -249345.531250 Penalty: 2513.731689
	Iteration 22Q: 3 clusters Score -249345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -249348.031250 Penalty: 2513.731689
	Iteration 23Q: 3 clusters Score -249348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -249349.812500 Penalty: 2513.731689
	Iteration 24Q: 3 clusters Score -249349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249350.515625 Penalty: 2513.731689
	Iteration 25Q: 3 clusters Score -249350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249350.609375 Penalty: 2513.731689
	Iteration 26Q: 3 clusters Score -249350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249350.609375 Penalty: 2513.731689
	Iteration 27F: 3 clusters Score -249350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Entering Unmasked Estep 
Score: -2911180.000000 Penalty: 1658.666504
	Iteration 0F: 2 clusters Score -2911180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2892862.500000 Penalty: 3317.333008
	Iteration 0F: 3 clusters Score -2892862 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2899685.000000 Penalty: 3317.333008
	Iteration 1F: 3 clusters Score -2899685 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2900041.500000 Penalty: 3317.333008
	Iteration 2Q: 3 clusters Score -2900042 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2900287.250000 Penalty: 3317.333008
	Iteration 3Q: 3 clusters Score -2900287 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2900553.000000 Penalty: 3317.333008
	Iteration 4Q: 3 clusters Score -2900553 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2900791.500000 Penalty: 3317.333008
	Iteration 5Q: 3 clusters Score -2900792 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2901042.750000 Penalty: 3317.333008
	Iteration 6Q: 3 clusters Score -2901043 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2901298.000000 Penalty: 3317.333008
	Iteration 7Q: 3 clusters Score -2901298 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2901548.000000 Penalty: 3317.333008
	Iteration 8Q: 3 clusters Score -2901548 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2901895.500000 Penalty: 3317.333008
	Iteration 9Q: 3 clusters Score -2901896 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2902388.500000 Penalty: 3317.333008
	Iteration 10Q: 3 clusters Score -2902388 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2903009.250000 Penalty: 3317.333008
	Iteration 11Q: 3 clusters Score -2903009 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2903799.500000 Penalty: 3317.333008
	Iteration 12Q: 3 clusters Score -2903800 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2904617.250000 Penalty: 3317.333008
	Iteration 13Q: 3 clusters Score -2904617 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2905364.750000 Penalty: 3317.333008
	Iteration 14Q: 3 clusters Score -2905365 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2905881.250000 Penalty: 3317.333008
	Iteration 15Q: 3 clusters Score -2905881 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2906229.500000 Penalty: 3317.333008
	Iteration 16Q: 3 clusters Score -2906230 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2906508.750000 Penalty: 3317.333008
	Iteration 17Q: 3 clusters Score -2906509 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2906763.500000 Penalty: 3317.333008
	Iteration 18Q: 3 clusters Score -2906764 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2907054.000000 Penalty: 3317.333008
	Iteration 19Q: 3 clusters Score -2907054 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2907324.250000 Penalty: 3317.333008
	Iteration 20F: 3 clusters Score -2907324 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2907581.500000 Penalty: 3317.333008
	Iteration 21Q: 3 clusters Score -2907582 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2907816.250000 Penalty: 3317.333008
	Iteration 22Q: 3 clusters Score -2907816 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2908033.250000 Penalty: 3317.333008
	Iteration 23Q: 3 clusters Score -2908033 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2908253.000000 Penalty: 3317.333008
	Iteration 24Q: 3 clusters Score -2908253 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2908483.750000 Penalty: 3317.333008
	Iteration 25Q: 3 clusters Score -2908484 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2908702.500000 Penalty: 3317.333008
	Iteration 26Q: 3 clusters Score -2908702 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2908881.000000 Penalty: 3317.333008
	Iteration 27Q: 3 clusters Score -2908881 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2909056.250000 Penalty: 3317.333008
	Iteration 28Q: 3 clusters Score -2909056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2909226.250000 Penalty: 3317.333008
	Iteration 29Q: 3 clusters Score -2909226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2909392.500000 Penalty: 3317.333008
	Iteration 30Q: 3 clusters Score -2909392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -2909491.750000 Penalty: 3317.333008
	Iteration 31Q: 3 clusters Score -2909492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2909558.500000 Penalty: 3317.333008
	Iteration 32Q: 3 clusters Score -2909558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2909602.750000 Penalty: 3317.333008
	Iteration 33Q: 3 clusters Score -2909603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2909635.500000 Penalty: 3317.333008
	Iteration 34Q: 3 clusters Score -2909636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -2909653.000000 Penalty: 3317.333008
	Iteration 35Q: 3 clusters Score -2909653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2909671.000000 Penalty: 3317.333008
	Iteration 36Q: 3 clusters Score -2909671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2909688.500000 Penalty: 3317.333008
	Iteration 37Q: 3 clusters Score -2909688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -2909703.500000 Penalty: 3317.333008
	Iteration 38Q: 3 clusters Score -2909704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2909708.750000 Penalty: 3317.333008
	Iteration 39Q: 3 clusters Score -2909709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2909714.500000 Penalty: 3317.333008
	Iteration 40F: 3 clusters Score -2909714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2909721.750000 Penalty: 3317.333008
	Iteration 41Q: 3 clusters Score -2909722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2909730.750000 Penalty: 3317.333008
	Iteration 42Q: 3 clusters Score -2909731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2909737.500000 Penalty: 3317.333008
	Iteration 43Q: 3 clusters Score -2909738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2909745.750000 Penalty: 3317.333008
	Iteration 44Q: 3 clusters Score -2909746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2909754.000000 Penalty: 3317.333008
	Iteration 45Q: 3 clusters Score -2909754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2909757.000000 Penalty: 3317.333008
	Iteration 46Q: 3 clusters Score -2909757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2909764.750000 Penalty: 3317.333008
	Iteration 47Q: 3 clusters Score -2909765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2909773.000000 Penalty: 3317.333008
	Iteration 48Q: 3 clusters Score -2909773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2909780.500000 Penalty: 3317.333008
	Iteration 49Q: 3 clusters Score -2909780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2909781.250000 Penalty: 3317.333008
	Iteration 50Q: 3 clusters Score -2909781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2909783.500000 Penalty: 3317.333008
	Iteration 51Q: 3 clusters Score -2909784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2909787.250000 Penalty: 3317.333008
	Iteration 52Q: 3 clusters Score -2909787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2909788.250000 Penalty: 3317.333008
	Iteration 53Q: 3 clusters Score -2909788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2909790.500000 Penalty: 3317.333008
	Iteration 54Q: 3 clusters Score -2909790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2909791.750000 Penalty: 3317.333008
	Iteration 55Q: 3 clusters Score -2909792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2909798.000000 Penalty: 3317.333008
	Iteration 56Q: 3 clusters Score -2909798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2909796.750000 Penalty: 3317.333008
	Iteration 57Q: 3 clusters Score -2909797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2909798.250000 Penalty: 3317.333008
	Iteration 58Q: 3 clusters Score -2909798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2909797.750000 Penalty: 3317.333008
	Iteration 59Q: 3 clusters Score -2909798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2909797.750000 Penalty: 3317.333008
	Iteration 60F: 3 clusters Score -2909798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -95621.242188 Penalty: 1121.368774
	Iteration 0F: 2 clusters Score -95621.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94218.367188 Penalty: 2242.737549
	Iteration 0F: 3 clusters Score -94218.37 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94819.398438 Penalty: 2242.737549
	Iteration 1F: 3 clusters Score -94819.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95317.289062 Penalty: 2242.737549
	Iteration 2F: 3 clusters Score -95317.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -95716.968750 Penalty: 2242.737549
	Iteration 3F: 3 clusters Score -95716.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95903.515625 Penalty: 2242.737549
	Iteration 4F: 3 clusters Score -95903.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -95998.187500 Penalty: 2242.737549
	Iteration 5Q: 3 clusters Score -95998.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -96021.156250 Penalty: 2242.737549
	Iteration 6Q: 3 clusters Score -96021.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -96034.945312 Penalty: 2242.737549
	Iteration 7Q: 3 clusters Score -96034.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -96041.148438 Penalty: 2242.737549
	Iteration 8Q: 3 clusters Score -96041.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -96041.859375 Penalty: 2242.737549
	Iteration 9Q: 3 clusters Score -96041.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -96041.859375 Penalty: 2242.737549
	Iteration 10F: 3 clusters Score -96041.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70142416.000000 Penalty: 39277.449219
Splitting cluster 14 changes total score from -70139832.000000 to -70142416.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 15 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -663848.312500 Penalty: 1419.025635
	Iteration 0F: 2 clusters Score -663848.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -659094.500000 Penalty: 2838.051270
	Iteration 0F: 3 clusters Score -659094.5 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -660465.875000 Penalty: 2838.051270
	Iteration 1F: 3 clusters Score -660465.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -660633.937500 Penalty: 2838.051270
	Iteration 2F: 3 clusters Score -660633.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -660755.500000 Penalty: 2838.051270
	Iteration 3Q: 3 clusters Score -660755.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -660845.875000 Penalty: 2838.051270
	Iteration 4Q: 3 clusters Score -660845.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -660922.062500 Penalty: 2838.051270
	Iteration 5Q: 3 clusters Score -660922.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -660996.875000 Penalty: 2838.051270
	Iteration 6Q: 3 clusters Score -660996.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -661064.625000 Penalty: 2838.051270
	Iteration 7Q: 3 clusters Score -661064.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -661137.125000 Penalty: 2838.051270
	Iteration 8Q: 3 clusters Score -661137.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -661214.625000 Penalty: 2838.051270
	Iteration 9Q: 3 clusters Score -661214.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -661298.312500 Penalty: 2838.051270
	Iteration 10Q: 3 clusters Score -661298.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -661386.000000 Penalty: 2838.051270
	Iteration 11Q: 3 clusters Score -661386 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -661489.937500 Penalty: 2838.051270
	Iteration 12Q: 3 clusters Score -661489.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -661617.062500 Penalty: 2838.051270
	Iteration 13Q: 3 clusters Score -661617.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -661739.562500 Penalty: 2838.051270
	Iteration 14Q: 3 clusters Score -661739.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -661846.750000 Penalty: 2838.051270
	Iteration 15Q: 3 clusters Score -661846.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -661928.312500 Penalty: 2838.051270
	Iteration 16Q: 3 clusters Score -661928.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -662001.375000 Penalty: 2838.051270
	Iteration 17Q: 3 clusters Score -662001.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -662062.500000 Penalty: 2838.051270
	Iteration 18Q: 3 clusters Score -662062.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -662117.187500 Penalty: 2838.051270
	Iteration 19Q: 3 clusters Score -662117.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -662163.375000 Penalty: 2838.051270
	Iteration 20F: 3 clusters Score -662163.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -662205.187500 Penalty: 2838.051270
	Iteration 21Q: 3 clusters Score -662205.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -662243.625000 Penalty: 2838.051270
	Iteration 22Q: 3 clusters Score -662243.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -662274.187500 Penalty: 2838.051270
	Iteration 23Q: 3 clusters Score -662274.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -662299.562500 Penalty: 2838.051270
	Iteration 24Q: 3 clusters Score -662299.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -662317.187500 Penalty: 2838.051270
	Iteration 25Q: 3 clusters Score -662317.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -662338.750000 Penalty: 2838.051270
	Iteration 26Q: 3 clusters Score -662338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -662352.687500 Penalty: 2838.051270
	Iteration 27Q: 3 clusters Score -662352.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -662365.562500 Penalty: 2838.051270
	Iteration 28Q: 3 clusters Score -662365.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -662380.687500 Penalty: 2838.051270
	Iteration 29Q: 3 clusters Score -662380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -662398.500000 Penalty: 2838.051270
	Iteration 30Q: 3 clusters Score -662398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -662412.000000 Penalty: 2838.051270
	Iteration 31Q: 3 clusters Score -662412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -662433.875000 Penalty: 2838.051270
	Iteration 32Q: 3 clusters Score -662433.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -662452.875000 Penalty: 2838.051270
	Iteration 33Q: 3 clusters Score -662452.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -662466.875000 Penalty: 2838.051270
	Iteration 34Q: 3 clusters Score -662466.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -662481.062500 Penalty: 2838.051270
	Iteration 35Q: 3 clusters Score -662481.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -662494.625000 Penalty: 2838.051270
	Iteration 36Q: 3 clusters Score -662494.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -662504.250000 Penalty: 2838.051270
	Iteration 37Q: 3 clusters Score -662504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -662517.687500 Penalty: 2838.051270
	Iteration 38Q: 3 clusters Score -662517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -662540.687500 Penalty: 2838.051270
	Iteration 39Q: 3 clusters Score -662540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -662551.000000 Penalty: 2838.051270
	Iteration 40F: 3 clusters Score -662551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -662555.937500 Penalty: 2838.051270
	Iteration 41Q: 3 clusters Score -662555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -662562.812500 Penalty: 2838.051270
	Iteration 42Q: 3 clusters Score -662562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -662572.500000 Penalty: 2838.051270
	Iteration 43Q: 3 clusters Score -662572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -662576.000000 Penalty: 2838.051270
	Iteration 44Q: 3 clusters Score -662576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -662581.375000 Penalty: 2838.051270
	Iteration 45Q: 3 clusters Score -662581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -662584.000000 Penalty: 2838.051270
	Iteration 46Q: 3 clusters Score -662584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -662585.875000 Penalty: 2838.051270
	Iteration 47Q: 3 clusters Score -662585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -662585.875000 Penalty: 2838.051270
	Iteration 48F: 3 clusters Score -662585.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Entering Unmasked Estep 
Score: -12362076.000000 Penalty: 1896.499634
	Iteration 0F: 2 clusters Score -1.236208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -12284711.000000 Penalty: 3792.999268
	Iteration 0F: 3 clusters Score -1.228471e+07 nChanged 56040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -12317420.000000 Penalty: 3792.999268
	Iteration 1F: 3 clusters Score -1.231742e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -12318553.000000 Penalty: 3792.999268
	Iteration 2Q: 3 clusters Score -1.231855e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -12320307.000000 Penalty: 3792.999268
	Iteration 3Q: 3 clusters Score -1.232031e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -12323080.000000 Penalty: 3792.999268
	Iteration 4Q: 3 clusters Score -1.232308e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -12326932.000000 Penalty: 3792.999268
	Iteration 5F: 3 clusters Score -1.232693e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -12331831.000000 Penalty: 3792.999268
	Iteration 6F: 3 clusters Score -1.233183e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -12337417.000000 Penalty: 3792.999268
	Iteration 7F: 3 clusters Score -1.233742e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -12342524.000000 Penalty: 3792.999268
	Iteration 8F: 3 clusters Score -1.234252e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -12345600.000000 Penalty: 3792.999268
	Iteration 9F: 3 clusters Score -1.23456e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -12346716.000000 Penalty: 3792.999268
	Iteration 10Q: 3 clusters Score -1.234672e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -12347111.000000 Penalty: 3792.999268
	Iteration 11Q: 3 clusters Score -1.234711e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -12347353.000000 Penalty: 3792.999268
	Iteration 12Q: 3 clusters Score -1.234735e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -12347599.000000 Penalty: 3792.999268
	Iteration 13Q: 3 clusters Score -1.23476e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -12347853.000000 Penalty: 3792.999268
	Iteration 14Q: 3 clusters Score -1.234785e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -12348013.000000 Penalty: 3792.999268
	Iteration 15Q: 3 clusters Score -1.234801e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -12348296.000000 Penalty: 3792.999268
	Iteration 16Q: 3 clusters Score -1.23483e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -12348564.000000 Penalty: 3792.999268
	Iteration 17Q: 3 clusters Score -1.234856e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -12349043.000000 Penalty: 3792.999268
	Iteration 18Q: 3 clusters Score -1.234904e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -12349358.000000 Penalty: 3792.999268
	Iteration 19Q: 3 clusters Score -1.234936e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -12349823.000000 Penalty: 3792.999268
	Iteration 20F: 3 clusters Score -1.234982e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -12350380.000000 Penalty: 3792.999268
	Iteration 21Q: 3 clusters Score -1.235038e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -12350969.000000 Penalty: 3792.999268
	Iteration 22Q: 3 clusters Score -1.235097e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -12351467.000000 Penalty: 3792.999268
	Iteration 23Q: 3 clusters Score -1.235147e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -12351978.000000 Penalty: 3792.999268
	Iteration 24Q: 3 clusters Score -1.235198e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -12352483.000000 Penalty: 3792.999268
	Iteration 25Q: 3 clusters Score -1.235248e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -12352868.000000 Penalty: 3792.999268
	Iteration 26Q: 3 clusters Score -1.235287e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -12353128.000000 Penalty: 3792.999268
	Iteration 27Q: 3 clusters Score -1.235313e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -12353367.000000 Penalty: 3792.999268
	Iteration 28Q: 3 clusters Score -1.235337e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -12353643.000000 Penalty: 3792.999268
	Iteration 29Q: 3 clusters Score -1.235364e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -12353920.000000 Penalty: 3792.999268
	Iteration 30Q: 3 clusters Score -1.235392e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -12354066.000000 Penalty: 3792.999268
	Iteration 31Q: 3 clusters Score -1.235407e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -12354198.000000 Penalty: 3792.999268
	Iteration 32Q: 3 clusters Score -1.23542e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -12354407.000000 Penalty: 3792.999268
	Iteration 33Q: 3 clusters Score -1.235441e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -12354558.000000 Penalty: 3792.999268
	Iteration 34Q: 3 clusters Score -1.235456e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -12354712.000000 Penalty: 3792.999268
	Iteration 35Q: 3 clusters Score -1.235471e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -12354854.000000 Penalty: 3792.999268
	Iteration 36Q: 3 clusters Score -1.235485e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -12354949.000000 Penalty: 3792.999268
	Iteration 37Q: 3 clusters Score -1.235495e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -12355127.000000 Penalty: 3792.999268
	Iteration 38Q: 3 clusters Score -1.235513e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -12355263.000000 Penalty: 3792.999268
	Iteration 39Q: 3 clusters Score -1.235526e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -12355352.000000 Penalty: 3792.999268
	Iteration 40F: 3 clusters Score -1.235535e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -12355468.000000 Penalty: 3792.999268
	Iteration 41Q: 3 clusters Score -1.235547e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -12355611.000000 Penalty: 3792.999268
	Iteration 42Q: 3 clusters Score -1.235561e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -12355789.000000 Penalty: 3792.999268
	Iteration 43Q: 3 clusters Score -1.235579e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -12355968.000000 Penalty: 3792.999268
	Iteration 44Q: 3 clusters Score -1.235597e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -12356111.000000 Penalty: 3792.999268
	Iteration 45Q: 3 clusters Score -1.235611e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -12356193.000000 Penalty: 3792.999268
	Iteration 46Q: 3 clusters Score -1.235619e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -12356294.000000 Penalty: 3792.999268
	Iteration 47Q: 3 clusters Score -1.235629e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -12356425.000000 Penalty: 3792.999268
	Iteration 48Q: 3 clusters Score -1.235642e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -12356512.000000 Penalty: 3792.999268
	Iteration 49Q: 3 clusters Score -1.235651e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -12356631.000000 Penalty: 3792.999268
	Iteration 50Q: 3 clusters Score -1.235663e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -12356774.000000 Penalty: 3792.999268
	Iteration 51Q: 3 clusters Score -1.235677e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -12356852.000000 Penalty: 3792.999268
	Iteration 52Q: 3 clusters Score -1.235685e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -12356937.000000 Penalty: 3792.999268
	Iteration 53Q: 3 clusters Score -1.235694e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -12357063.000000 Penalty: 3792.999268
	Iteration 54Q: 3 clusters Score -1.235706e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -12357122.000000 Penalty: 3792.999268
	Iteration 55Q: 3 clusters Score -1.235712e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -12357244.000000 Penalty: 3792.999268
	Iteration 56Q: 3 clusters Score -1.235724e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -12357405.000000 Penalty: 3792.999268
	Iteration 57Q: 3 clusters Score -1.23574e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -12357504.000000 Penalty: 3792.999268
	Iteration 58Q: 3 clusters Score -1.23575e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -12357603.000000 Penalty: 3792.999268
	Iteration 59Q: 3 clusters Score -1.23576e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -12357729.000000 Penalty: 3792.999268
	Iteration 60F: 3 clusters Score -1.235773e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -12357848.000000 Penalty: 3792.999268
	Iteration 61Q: 3 clusters Score -1.235785e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -12357953.000000 Penalty: 3792.999268
	Iteration 62Q: 3 clusters Score -1.235795e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -12358039.000000 Penalty: 3792.999268
	Iteration 63Q: 3 clusters Score -1.235804e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -12358178.000000 Penalty: 3792.999268
	Iteration 64Q: 3 clusters Score -1.235818e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -12358267.000000 Penalty: 3792.999268
	Iteration 65Q: 3 clusters Score -1.235827e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -12358392.000000 Penalty: 3792.999268
	Iteration 66Q: 3 clusters Score -1.235839e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -12358495.000000 Penalty: 3792.999268
	Iteration 67Q: 3 clusters Score -1.23585e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -12358660.000000 Penalty: 3792.999268
	Iteration 68Q: 3 clusters Score -1.235866e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -12358783.000000 Penalty: 3792.999268
	Iteration 69Q: 3 clusters Score -1.235878e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -12358909.000000 Penalty: 3792.999268
	Iteration 70Q: 3 clusters Score -1.235891e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -12359003.000000 Penalty: 3792.999268
	Iteration 71Q: 3 clusters Score -1.2359e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -12359083.000000 Penalty: 3792.999268
	Iteration 72Q: 3 clusters Score -1.235908e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -12359175.000000 Penalty: 3792.999268
	Iteration 73Q: 3 clusters Score -1.235918e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -12359260.000000 Penalty: 3792.999268
	Iteration 74Q: 3 clusters Score -1.235926e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -12359366.000000 Penalty: 3792.999268
	Iteration 75Q: 3 clusters Score -1.235937e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -12359484.000000 Penalty: 3792.999268
	Iteration 76Q: 3 clusters Score -1.235948e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -12359489.000000 Penalty: 3792.999268
	Iteration 77Q: 3 clusters Score -1.235949e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -12359560.000000 Penalty: 3792.999268
	Iteration 78Q: 3 clusters Score -1.235956e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -12359646.000000 Penalty: 3792.999268
	Iteration 79Q: 3 clusters Score -1.235965e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -12359724.000000 Penalty: 3792.999268
	Iteration 80F: 3 clusters Score -1.235972e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -12359781.000000 Penalty: 3792.999268
	Iteration 81Q: 3 clusters Score -1.235978e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -12359839.000000 Penalty: 3792.999268
	Iteration 82Q: 3 clusters Score -1.235984e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -12359879.000000 Penalty: 3792.999268
	Iteration 83Q: 3 clusters Score -1.235988e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -12359953.000000 Penalty: 3792.999268
	Iteration 84Q: 3 clusters Score -1.235995e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -12360020.000000 Penalty: 3792.999268
	Iteration 85Q: 3 clusters Score -1.236002e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -12360077.000000 Penalty: 3792.999268
	Iteration 86Q: 3 clusters Score -1.236008e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -12360110.000000 Penalty: 3792.999268
	Iteration 87Q: 3 clusters Score -1.236011e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -12360152.000000 Penalty: 3792.999268
	Iteration 88Q: 3 clusters Score -1.236015e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -12360218.000000 Penalty: 3792.999268
	Iteration 89Q: 3 clusters Score -1.236022e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -12360223.000000 Penalty: 3792.999268
	Iteration 90Q: 3 clusters Score -1.236022e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -12360255.000000 Penalty: 3792.999268
	Iteration 91Q: 3 clusters Score -1.236026e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -12360291.000000 Penalty: 3792.999268
	Iteration 92Q: 3 clusters Score -1.236029e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12360331.000000 Penalty: 3792.999268
	Iteration 93Q: 3 clusters Score -1.236033e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -12360349.000000 Penalty: 3792.999268
	Iteration 94Q: 3 clusters Score -1.236035e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -12360412.000000 Penalty: 3792.999268
	Iteration 95Q: 3 clusters Score -1.236041e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -12360396.000000 Penalty: 3792.999268
	Iteration 96Q: 3 clusters Score -1.23604e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -12360430.000000 Penalty: 3792.999268
	Iteration 97Q: 3 clusters Score -1.236043e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -12360459.000000 Penalty: 3792.999268
	Iteration 98Q: 3 clusters Score -1.236046e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -12360459.000000 Penalty: 3792.999268
	Iteration 99Q: 3 clusters Score -1.236046e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -12360474.000000 Penalty: 3792.999268
	Iteration 100F: 3 clusters Score -1.236047e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -12360523.000000 Penalty: 3792.999268
	Iteration 101Q: 3 clusters Score -1.236052e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -12360563.000000 Penalty: 3792.999268
	Iteration 102Q: 3 clusters Score -1.236056e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -12360602.000000 Penalty: 3792.999268
	Iteration 103Q: 3 clusters Score -1.23606e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -12360643.000000 Penalty: 3792.999268
	Iteration 104Q: 3 clusters Score -1.236064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -12360658.000000 Penalty: 3792.999268
	Iteration 105Q: 3 clusters Score -1.236066e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -12360704.000000 Penalty: 3792.999268
	Iteration 106Q: 3 clusters Score -1.23607e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -12360690.000000 Penalty: 3792.999268
	Iteration 107Q: 3 clusters Score -1.236069e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -12360706.000000 Penalty: 3792.999268
	Iteration 108Q: 3 clusters Score -1.236071e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -12360772.000000 Penalty: 3792.999268
	Iteration 109Q: 3 clusters Score -1.236077e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -12360803.000000 Penalty: 3792.999268
	Iteration 110Q: 3 clusters Score -1.23608e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -12360858.000000 Penalty: 3792.999268
	Iteration 111Q: 3 clusters Score -1.236086e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -12360883.000000 Penalty: 3792.999268
	Iteration 112Q: 3 clusters Score -1.236088e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -12360870.000000 Penalty: 3792.999268
	Iteration 113Q: 3 clusters Score -1.236087e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -12360882.000000 Penalty: 3792.999268
	Iteration 114Q: 3 clusters Score -1.236088e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -12360891.000000 Penalty: 3792.999268
	Iteration 115Q: 3 clusters Score -1.236089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -12360942.000000 Penalty: 3792.999268
	Iteration 116Q: 3 clusters Score -1.236094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -12360953.000000 Penalty: 3792.999268
	Iteration 117Q: 3 clusters Score -1.236095e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -12360950.000000 Penalty: 3792.999268
	Iteration 118Q: 3 clusters Score -1.236095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -12360975.000000 Penalty: 3792.999268
	Iteration 119Q: 3 clusters Score -1.236098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -12360990.000000 Penalty: 3792.999268
	Iteration 120F: 3 clusters Score -1.236099e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -12360980.000000 Penalty: 3792.999268
	Iteration 121Q: 3 clusters Score -1.236098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -12360996.000000 Penalty: 3792.999268
	Iteration 122Q: 3 clusters Score -1.2361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109999 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -12361003.000000 Penalty: 3792.999268
	Iteration 123Q: 3 clusters Score -1.2361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -12361015.000000 Penalty: 3792.999268
	Iteration 124Q: 3 clusters Score -1.236102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -12361039.000000 Penalty: 3792.999268
	Iteration 125Q: 3 clusters Score -1.236104e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -12361042.000000 Penalty: 3792.999268
	Iteration 126Q: 3 clusters Score -1.236104e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -12361047.000000 Penalty: 3792.999268
	Iteration 127Q: 3 clusters Score -1.236105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -12361072.000000 Penalty: 3792.999268
	Iteration 128Q: 3 clusters Score -1.236107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -12361092.000000 Penalty: 3792.999268
	Iteration 129Q: 3 clusters Score -1.236109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -12361110.000000 Penalty: 3792.999268
	Iteration 130Q: 3 clusters Score -1.236111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -12361105.000000 Penalty: 3792.999268
	Iteration 131Q: 3 clusters Score -1.23611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -12361114.000000 Penalty: 3792.999268
	Iteration 132Q: 3 clusters Score -1.236111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -12361125.000000 Penalty: 3792.999268
	Iteration 133Q: 3 clusters Score -1.236112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110537 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12361124.000000 Penalty: 3792.999268
	Iteration 134Q: 3 clusters Score -1.236112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -12361122.000000 Penalty: 3792.999268
	Iteration 135Q: 3 clusters Score -1.236112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -12361119.000000 Penalty: 3792.999268
	Iteration 136Q: 3 clusters Score -1.236112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -12361112.000000 Penalty: 3792.999268
	Iteration 137Q: 3 clusters Score -1.236111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -12361127.000000 Penalty: 3792.999268
	Iteration 138Q: 3 clusters Score -1.236113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -12361137.000000 Penalty: 3792.999268
	Iteration 139Q: 3 clusters Score -1.236114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -12361140.000000 Penalty: 3792.999268
	Iteration 140F: 3 clusters Score -1.236114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -12361154.000000 Penalty: 3792.999268
	Iteration 141Q: 3 clusters Score -1.236115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -12361167.000000 Penalty: 3792.999268
	Iteration 142Q: 3 clusters Score -1.236117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -12361186.000000 Penalty: 3792.999268
	Iteration 143Q: 3 clusters Score -1.236119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -12361191.000000 Penalty: 3792.999268
	Iteration 144Q: 3 clusters Score -1.236119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -12361173.000000 Penalty: 3792.999268
	Iteration 145Q: 3 clusters Score -1.236117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -12361176.000000 Penalty: 3792.999268
	Iteration 146Q: 3 clusters Score -1.236118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -12361188.000000 Penalty: 3792.999268
	Iteration 147Q: 3 clusters Score -1.236119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -12361192.000000 Penalty: 3792.999268
	Iteration 148Q: 3 clusters Score -1.236119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -12361196.000000 Penalty: 3792.999268
	Iteration 149Q: 3 clusters Score -1.23612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -12361199.000000 Penalty: 3792.999268
	Iteration 150Q: 3 clusters Score -1.23612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -12361198.000000 Penalty: 3792.999268
	Iteration 151Q: 3 clusters Score -1.23612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110807 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -12361192.000000 Penalty: 3792.999268
	Iteration 152Q: 3 clusters Score -1.236119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -12361210.000000 Penalty: 3792.999268
	Iteration 153Q: 3 clusters Score -1.236121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -12361202.000000 Penalty: 3792.999268
	Iteration 154Q: 3 clusters Score -1.23612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -12361207.000000 Penalty: 3792.999268
	Iteration 155Q: 3 clusters Score -1.236121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -12361204.000000 Penalty: 3792.999268
	Iteration 156Q: 3 clusters Score -1.23612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -12361207.000000 Penalty: 3792.999268
	Iteration 157Q: 3 clusters Score -1.236121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -12361207.000000 Penalty: 3792.999268
	Iteration 158F: 3 clusters Score -1.236121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Entering Unmasked Estep 
Score: -4381560.500000 Penalty: 1725.918091
	Iteration 0F: 2 clusters Score -4381560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4354274.500000 Penalty: 3451.836182
	Iteration 0F: 3 clusters Score -4354274 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4364434.000000 Penalty: 3451.836182
	Iteration 1F: 3 clusters Score -4364434 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4364823.500000 Penalty: 3451.836182
	Iteration 2Q: 3 clusters Score -4364824 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4365205.500000 Penalty: 3451.836182
	Iteration 3Q: 3 clusters Score -4365206 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4365634.500000 Penalty: 3451.836182
	Iteration 4Q: 3 clusters Score -4365634 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4366168.500000 Penalty: 3451.836182
	Iteration 5Q: 3 clusters Score -4366168 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4367026.000000 Penalty: 3451.836182
	Iteration 6Q: 3 clusters Score -4367026 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4368309.000000 Penalty: 3451.836182
	Iteration 7F: 3 clusters Score -4368309 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4370306.500000 Penalty: 3451.836182
	Iteration 8F: 3 clusters Score -4370306 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4372905.500000 Penalty: 3451.836182
	Iteration 9F: 3 clusters Score -4372906 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4375634.000000 Penalty: 3451.836182
	Iteration 10F: 3 clusters Score -4375634 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4377813.000000 Penalty: 3451.836182
	Iteration 11F: 3 clusters Score -4377813 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4379077.000000 Penalty: 3451.836182
	Iteration 12Q: 3 clusters Score -4379077 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4379644.000000 Penalty: 3451.836182
	Iteration 13Q: 3 clusters Score -4379644 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4379854.000000 Penalty: 3451.836182
	Iteration 14Q: 3 clusters Score -4379854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4379963.500000 Penalty: 3451.836182
	Iteration 15Q: 3 clusters Score -4379964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4380010.500000 Penalty: 3451.836182
	Iteration 16Q: 3 clusters Score -4380010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4380025.000000 Penalty: 3451.836182
	Iteration 17Q: 3 clusters Score -4380025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4380041.000000 Penalty: 3451.836182
	Iteration 18Q: 3 clusters Score -4380041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4380055.500000 Penalty: 3451.836182
	Iteration 19Q: 3 clusters Score -4380056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4380057.000000 Penalty: 3451.836182
	Iteration 20F: 3 clusters Score -4380057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4380056.000000 Penalty: 3451.836182
	Iteration 21Q: 3 clusters Score -4380056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4380060.000000 Penalty: 3451.836182
	Iteration 22Q: 3 clusters Score -4380060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4380063.500000 Penalty: 3451.836182
	Iteration 23Q: 3 clusters Score -4380064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4380063.500000 Penalty: 3451.836182
	Iteration 24F: 3 clusters Score -4380064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Entering Unmasked Estep 
Score: -5981291.500000 Penalty: 1776.263916
	Iteration 0F: 2 clusters Score -5981292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5943992.000000 Penalty: 3552.527832
	Iteration 0F: 3 clusters Score -5943992 nChanged 26434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5958717.000000 Penalty: 3552.527832
	Iteration 1F: 3 clusters Score -5958717 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5959349.000000 Penalty: 3552.527832
	Iteration 2Q: 3 clusters Score -5959349 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5960090.000000 Penalty: 3552.527832
	Iteration 3Q: 3 clusters Score -5960090 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5961086.500000 Penalty: 3552.527832
	Iteration 4Q: 3 clusters Score -5961086 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5962572.000000 Penalty: 3552.527832
	Iteration 5F: 3 clusters Score -5962572 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5964758.000000 Penalty: 3552.527832
	Iteration 6F: 3 clusters Score -5964758 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -5967622.000000 Penalty: 3552.527832
	Iteration 7F: 3 clusters Score -5967622 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5970473.000000 Penalty: 3552.527832
	Iteration 8F: 3 clusters Score -5970473 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5972732.000000 Penalty: 3552.527832
	Iteration 9F: 3 clusters Score -5972732 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5974202.500000 Penalty: 3552.527832
	Iteration 10Q: 3 clusters Score -5974202 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5975204.500000 Penalty: 3552.527832
	Iteration 11Q: 3 clusters Score -5975204 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5976000.500000 Penalty: 3552.527832
	Iteration 12Q: 3 clusters Score -5976000 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5976706.500000 Penalty: 3552.527832
	Iteration 13Q: 3 clusters Score -5976706 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -5977347.000000 Penalty: 3552.527832
	Iteration 14Q: 3 clusters Score -5977347 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5977936.000000 Penalty: 3552.527832
	Iteration 15Q: 3 clusters Score -5977936 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5978450.000000 Penalty: 3552.527832
	Iteration 16Q: 3 clusters Score -5978450 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5978927.500000 Penalty: 3552.527832
	Iteration 17Q: 3 clusters Score -5978928 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5979300.000000 Penalty: 3552.527832
	Iteration 18Q: 3 clusters Score -5979300 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5979617.000000 Penalty: 3552.527832
	Iteration 19Q: 3 clusters Score -5979617 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5979854.500000 Penalty: 3552.527832
	Iteration 20F: 3 clusters Score -5979854 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5980056.000000 Penalty: 3552.527832
	Iteration 21Q: 3 clusters Score -5980056 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5980186.500000 Penalty: 3552.527832
	Iteration 22Q: 3 clusters Score -5980186 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5980285.500000 Penalty: 3552.527832
	Iteration 23Q: 3 clusters Score -5980286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5980346.500000 Penalty: 3552.527832
	Iteration 24Q: 3 clusters Score -5980346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5980409.500000 Penalty: 3552.527832
	Iteration 25Q: 3 clusters Score -5980410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5980440.500000 Penalty: 3552.527832
	Iteration 26Q: 3 clusters Score -5980440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5980475.500000 Penalty: 3552.527832
	Iteration 27Q: 3 clusters Score -5980476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5980491.500000 Penalty: 3552.527832
	Iteration 28Q: 3 clusters Score -5980492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5980502.000000 Penalty: 3552.527832
	Iteration 29Q: 3 clusters Score -5980502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5980517.000000 Penalty: 3552.527832
	Iteration 30Q: 3 clusters Score -5980517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5980522.500000 Penalty: 3552.527832
	Iteration 31Q: 3 clusters Score -5980522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5980537.000000 Penalty: 3552.527832
	Iteration 32Q: 3 clusters Score -5980537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5980549.500000 Penalty: 3552.527832
	Iteration 33Q: 3 clusters Score -5980550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5980559.500000 Penalty: 3552.527832
	Iteration 34Q: 3 clusters Score -5980560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5980561.000000 Penalty: 3552.527832
	Iteration 35Q: 3 clusters Score -5980561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5980564.500000 Penalty: 3552.527832
	Iteration 36Q: 3 clusters Score -5980564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5980572.000000 Penalty: 3552.527832
	Iteration 37Q: 3 clusters Score -5980572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5980579.000000 Penalty: 3552.527832
	Iteration 38Q: 3 clusters Score -5980579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5980575.500000 Penalty: 3552.527832
	Iteration 39Q: 3 clusters Score -5980576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5980576.000000 Penalty: 3552.527832
	Iteration 40F: 3 clusters Score -5980576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5980576.000000 Penalty: 3552.527832
	Iteration 41Q: 3 clusters Score -5980576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5980586.500000 Penalty: 3552.527832
	Iteration 42Q: 3 clusters Score -5980586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5980586.000000 Penalty: 3552.527832
	Iteration 43Q: 3 clusters Score -5980586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5980581.000000 Penalty: 3552.527832
	Iteration 44Q: 3 clusters Score -5980581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5980582.500000 Penalty: 3552.527832
	Iteration 45Q: 3 clusters Score -5980582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5980582.000000 Penalty: 3552.527832
	Iteration 46Q: 3 clusters Score -5980582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5980582.500000 Penalty: 3552.527832
	Iteration 47Q: 3 clusters Score -5980582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5980584.000000 Penalty: 3552.527832
	Iteration 48Q: 3 clusters Score -5980584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5980584.500000 Penalty: 3552.527832
	Iteration 49Q: 3 clusters Score -5980584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5980588.000000 Penalty: 3552.527832
	Iteration 50Q: 3 clusters Score -5980588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5980591.000000 Penalty: 3552.527832
	Iteration 51Q: 3 clusters Score -5980591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5980591.000000 Penalty: 3552.527832
	Iteration 52Q: 3 clusters Score -5980591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5980591.000000 Penalty: 3552.527832
	Iteration 53Q: 3 clusters Score -5980591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5980591.000000 Penalty: 3552.527832
	Iteration 54F: 3 clusters Score -5980591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -240583.125000 Penalty: 1277.655762
	Iteration 0F: 2 clusters Score -240583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -238443.328125 Penalty: 2555.311523
	Iteration 0F: 3 clusters Score -238443.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -240956.796875 Penalty: 2555.311523
	Iteration 1F: 3 clusters Score -240956.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -242783.203125 Penalty: 2555.311523
	Iteration 2F: 3 clusters Score -242783.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -243095.750000 Penalty: 2555.311523
	Iteration 3F: 3 clusters Score -243095.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -243122.500000 Penalty: 2555.311523
	Iteration 4Q: 3 clusters Score -243122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -243126.656250 Penalty: 2555.311523
	Iteration 5Q: 3 clusters Score -243126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -243126.656250 Penalty: 2555.311523
	Iteration 6F: 3 clusters Score -243126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70144008.000000 Penalty: 41459.531250
Splitting cluster 19 changes total score from -70139832.000000 to -70144008.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 20 (75407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Entering Unmasked Estep 
Score: -8002904.500000 Penalty: 1824.981567
	Iteration 0F: 2 clusters Score -8002904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7952457.500000 Penalty: 3649.963135
	Iteration 0F: 3 clusters Score -7952458 nChanged 35874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7973485.000000 Penalty: 3649.963135
	Iteration 1F: 3 clusters Score -7973485 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -7974658.000000 Penalty: 3649.963135
	Iteration 2Q: 3 clusters Score -7974658 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7976578.500000 Penalty: 3649.963135
	Iteration 3F: 3 clusters Score -7976578 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7979748.500000 Penalty: 3649.963135
	Iteration 4F: 3 clusters Score -7979748 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -7984420.000000 Penalty: 3649.963135
	Iteration 5F: 3 clusters Score -7984420 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7989629.000000 Penalty: 3649.963135
	Iteration 6F: 3 clusters Score -7989629 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -7993470.000000 Penalty: 3649.963135
	Iteration 7F: 3 clusters Score -7993470 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -7995828.500000 Penalty: 3649.963135
	Iteration 8Q: 3 clusters Score -7995828 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -7997430.500000 Penalty: 3649.963135
	Iteration 9Q: 3 clusters Score -7997430 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7998796.500000 Penalty: 3649.963135
	Iteration 10Q: 3 clusters Score -7998796 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -8000282.000000 Penalty: 3649.963135
	Iteration 11Q: 3 clusters Score -8000282 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -8001982.500000 Penalty: 3649.963135
	Iteration 12Q: 3 clusters Score -8001982 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -8002970.500000 Penalty: 3649.963135
	Iteration 13Q: 3 clusters Score -8002970 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8003240.000000 Penalty: 3649.963135
	Iteration 14Q: 3 clusters Score -8003240 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8003342.000000 Penalty: 3649.963135
	Iteration 15Q: 3 clusters Score -8003342 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8003400.500000 Penalty: 3649.963135
	Iteration 16Q: 3 clusters Score -8003400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8003427.500000 Penalty: 3649.963135
	Iteration 17Q: 3 clusters Score -8003428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8003475.000000 Penalty: 3649.963135
	Iteration 18Q: 3 clusters Score -8003475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -8003482.500000 Penalty: 3649.963135
	Iteration 19Q: 3 clusters Score -8003482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8003501.500000 Penalty: 3649.963135
	Iteration 20F: 3 clusters Score -8003502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8003525.500000 Penalty: 3649.963135
	Iteration 21Q: 3 clusters Score -8003526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8003551.000000 Penalty: 3649.963135
	Iteration 22Q: 3 clusters Score -8003551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -8003567.000000 Penalty: 3649.963135
	Iteration 23Q: 3 clusters Score -8003567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8003545.000000 Penalty: 3649.963135
	Iteration 24Q: 3 clusters Score -8003545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8003569.500000 Penalty: 3649.963135
	Iteration 25Q: 3 clusters Score -8003570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -8003552.500000 Penalty: 3649.963135
	Iteration 26Q: 3 clusters Score -8003552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -8003563.000000 Penalty: 3649.963135
	Iteration 27Q: 3 clusters Score -8003563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -8003566.500000 Penalty: 3649.963135
	Iteration 28Q: 3 clusters Score -8003566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8003569.000000 Penalty: 3649.963135
	Iteration 29Q: 3 clusters Score -8003569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -8003574.500000 Penalty: 3649.963135
	Iteration 30Q: 3 clusters Score -8003574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -8003567.500000 Penalty: 3649.963135
	Iteration 31Q: 3 clusters Score -8003568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8003568.000000 Penalty: 3649.963135
	Iteration 32Q: 3 clusters Score -8003568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8003570.000000 Penalty: 3649.963135
	Iteration 33Q: 3 clusters Score -8003570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8003571.000000 Penalty: 3649.963135
	Iteration 34Q: 3 clusters Score -8003571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8003572.500000 Penalty: 3649.963135
	Iteration 35Q: 3 clusters Score -8003572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8003574.000000 Penalty: 3649.963135
	Iteration 36Q: 3 clusters Score -8003574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8003566.500000 Penalty: 3649.963135
	Iteration 37Q: 3 clusters Score -8003566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8003566.500000 Penalty: 3649.963135
	Iteration 38F: 3 clusters Score -8003566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 68497 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
Score: -70144424.000000 Penalty: 43641.613281
Splitting cluster 20 changes total score from -70139832.000000 to -70144424.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 22 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -504526.375000 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -504526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -500603.562500 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -500603.6 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -501639.531250 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -501639.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -501844.250000 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -501844.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -502011.062500 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -502011.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -502156.156250 Penalty: 2750.114990
	Iteration 4Q: 3 clusters Score -502156.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -502322.468750 Penalty: 2750.114990
	Iteration 5Q: 3 clusters Score -502322.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -502505.156250 Penalty: 2750.114990
	Iteration 6F: 3 clusters Score -502505.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -502656.968750 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -502657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -502800.968750 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -502801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -502922.156250 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -502922.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -503014.437500 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -503014.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -503084.687500 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -503084.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -503144.062500 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -503144.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -503186.468750 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -503186.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -503219.968750 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -503220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -503249.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -503273.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -503295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -503314.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -503333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -503343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -503353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -503362.218750 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -503362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -503371.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -503379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -503387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -503392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -503396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -503398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -503401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -503402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -503403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
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	Iteration 32F: 3 clusters Score -503403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 117098 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 55874 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 68497 members 
Mstep: Class 22 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -7.014801e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 173984 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 17165 members 
Mstep: Class 8 contains 47019 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 45106 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 27247 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 118928 members 
Mstep: Class 17 contains 41261 members 
Mstep: Class 18 contains 56270 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 67376 members 
Mstep: Class 22 contains 4593 members 
Entering Unmasked Estep 
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Iteration 40F: 21 clusters Score -7.015166e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 814 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 517 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 48420 members 
Mstep: Class 7 contains 17420 members 
Mstep: Class 8 contains 46190 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 45156 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 27299 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 120327 members 
Mstep: Class 17 contains 41340 members 
Mstep: Class 18 contains 56425 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 66177 members 
Mstep: Class 22 contains 4393 members 
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Iteration 41Q: 21 clusters Score -7.015366e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 174170 members 
Mstep: Class 2 contains 838 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 504 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 48429 members 
Mstep: Class 7 contains 17842 members 
Mstep: Class 8 contains 45615 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 45194 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 27400 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 121780 members 
Mstep: Class 17 contains 41371 members 
Mstep: Class 18 contains 56503 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 65086 members 
Mstep: Class 22 contains 4190 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -7.015455e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 6 contains 48436 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 45198 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 45261 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 123092 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 56583 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 64122 members 
Mstep: Class 22 contains 3999 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -7.015457e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 4228 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 48445 members 
Mstep: Class 7 contains 18862 members 
Mstep: Class 8 contains 44926 members 
Mstep: Class 10 contains 7520 members 
Mstep: Class 11 contains 45286 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 27620 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 124333 members 
Mstep: Class 17 contains 41423 members 
Mstep: Class 18 contains 56627 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 63204 members 
Mstep: Class 22 contains 3835 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -7.015472e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 9502 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 19369 members 
Mstep: Class 8 contains 44717 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 45340 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 27730 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 125560 members 
Mstep: Class 17 contains 41467 members 
Mstep: Class 18 contains 56647 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 62316 members 
Mstep: Class 22 contains 3674 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -7.015538e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 171848 members 
Mstep: Class 2 contains 865 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 48475 members 
Mstep: Class 7 contains 19859 members 
Mstep: Class 8 contains 44553 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 45416 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 126706 members 
Mstep: Class 17 contains 41504 members 
Mstep: Class 18 contains 56653 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 61458 members 
Mstep: Class 22 contains 3521 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -7.015571e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 869 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 48470 members 
Mstep: Class 7 contains 20379 members 
Mstep: Class 8 contains 44419 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 45487 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 27934 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 127871 members 
Mstep: Class 17 contains 41575 members 
Mstep: Class 18 contains 56643 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 60630 members 
Mstep: Class 22 contains 3371 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -7.015598e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 4159 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 48451 members 
Mstep: Class 7 contains 20863 members 
Mstep: Class 8 contains 44319 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 45553 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 28039 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 129055 members 
Mstep: Class 17 contains 41621 members 
Mstep: Class 18 contains 56634 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 59813 members 
Mstep: Class 22 contains 3229 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -7.01561e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 48441 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 44222 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 45618 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 130287 members 
Mstep: Class 17 contains 41654 members 
Mstep: Class 18 contains 56637 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 58957 members 
Mstep: Class 22 contains 3133 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -7.015662e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 10494 members 
Mstep: Class 6 contains 48435 members 
Mstep: Class 7 contains 21826 members 
Mstep: Class 8 contains 44129 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 45678 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 28201 members 
Mstep: Class 14 contains 248 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 16 contains 131534 members 
Mstep: Class 17 contains 41670 members 
Mstep: Class 18 contains 56637 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 57997 members 
Mstep: Class 22 contains 3025 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -7.015658e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 48439 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 44028 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 45754 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 28294 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 132754 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 56648 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 57046 members 
Mstep: Class 22 contains 2914 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -7.015756e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 48445 members 
Mstep: Class 7 contains 22780 members 
Mstep: Class 8 contains 43948 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 45844 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 28394 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 133996 members 
Mstep: Class 17 contains 41733 members 
Mstep: Class 18 contains 56677 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 55959 members 
Mstep: Class 22 contains 2808 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -7.015832e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 166290 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 10923 members 
Mstep: Class 6 contains 48468 members 
Mstep: Class 7 contains 23254 members 
Mstep: Class 8 contains 43887 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 45934 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 135216 members 
Mstep: Class 17 contains 41751 members 
Mstep: Class 18 contains 56733 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 54783 members 
Mstep: Class 22 contains 2712 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -7.015881e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 48486 members 
Mstep: Class 7 contains 23736 members 
Mstep: Class 8 contains 43808 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 46034 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 28591 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 136488 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 56824 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 53502 members 
Mstep: Class 22 contains 2644 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -7.015937e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 7 contains 24183 members 
Mstep: Class 8 contains 43733 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 46163 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 28712 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 137895 members 
Mstep: Class 17 contains 41679 members 
Mstep: Class 18 contains 56899 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 52056 members 
Mstep: Class 22 contains 2575 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -7.016019e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 48524 members 
Mstep: Class 7 contains 24634 members 
Mstep: Class 8 contains 43693 members 
Mstep: Class 10 contains 7577 members 
Mstep: Class 11 contains 46295 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 28823 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 139398 members 
Mstep: Class 17 contains 41650 members 
Mstep: Class 18 contains 56935 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 22 contains 2527 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -7.016165e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 11066 members 
Mstep: Class 6 contains 48546 members 
Mstep: Class 7 contains 25089 members 
Mstep: Class 8 contains 43666 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 46491 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 140954 members 
Mstep: Class 17 contains 41662 members 
Mstep: Class 18 contains 56948 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 48537 members 
Mstep: Class 22 contains 2498 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -7.016447e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 4157 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 10935 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 25538 members 
Mstep: Class 8 contains 43662 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 46758 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 29082 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 142584 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 56988 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 46496 members 
Mstep: Class 22 contains 2467 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -7.016863e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 48598 members 
Mstep: Class 7 contains 26017 members 
Mstep: Class 8 contains 43662 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 29214 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 144302 members 
Mstep: Class 17 contains 41725 members 
Mstep: Class 18 contains 57071 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 44689 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -7.017384e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 10304 members 
Mstep: Class 6 contains 48635 members 
Mstep: Class 7 contains 26482 members 
Mstep: Class 8 contains 43666 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 47259 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 29314 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 145868 members 
Mstep: Class 17 contains 41785 members 
Mstep: Class 18 contains 57120 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 22 contains 2407 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -7.01773e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 9891 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 26911 members 
Mstep: Class 8 contains 43635 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 47477 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 29424 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 147318 members 
Mstep: Class 17 contains 41851 members 
Mstep: Class 18 contains 57204 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 43328 members 
Mstep: Class 22 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70178816.000000 Penalty: 43641.613281
Iteration 61Q: 21 clusters Score -7.017882e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 48629 members 
Mstep: Class 7 contains 27330 members 
Mstep: Class 8 contains 43575 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 47696 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 29548 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 148697 members 
Mstep: Class 17 contains 41940 members 
Mstep: Class 18 contains 57336 members 
Mstep: Class 19 contains 2338 members 
Mstep: Class 20 contains 43288 members 
Mstep: Class 22 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70179600.000000 Penalty: 43641.613281
Iteration 62Q: 21 clusters Score -7.01796e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 48600 members 
Mstep: Class 7 contains 27716 members 
Mstep: Class 8 contains 43492 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 150032 members 
Mstep: Class 17 contains 42042 members 
Mstep: Class 18 contains 57453 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 22 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70179896.000000 Penalty: 43641.613281
Iteration 63Q: 21 clusters Score -7.01799e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 9179 members 
Mstep: Class 6 contains 48567 members 
Mstep: Class 7 contains 28021 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 48086 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 29746 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 151296 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 57665 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 43480 members 
Mstep: Class 22 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70180520.000000 Penalty: 43641.613281
Iteration 64Q: 21 clusters Score -7.018052e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152874 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 9019 members 
Mstep: Class 6 contains 48538 members 
Mstep: Class 7 contains 28294 members 
Mstep: Class 8 contains 43236 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 48232 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 29849 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 152585 members 
Mstep: Class 17 contains 42328 members 
Mstep: Class 18 contains 57924 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 43596 members 
Mstep: Class 22 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70181240.000000 Penalty: 43641.613281
Iteration 65Q: 21 clusters Score -7.018124e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 48507 members 
Mstep: Class 7 contains 28524 members 
Mstep: Class 8 contains 43079 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 48357 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 29960 members 
Mstep: Class 14 contains 240 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 153842 members 
Mstep: Class 17 contains 42490 members 
Mstep: Class 18 contains 58231 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 43706 members 
Mstep: Class 22 contains 2262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70181968.000000 Penalty: 43641.613281
Iteration 66Q: 21 clusters Score -7.018197e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 48491 members 
Mstep: Class 7 contains 28708 members 
Mstep: Class 8 contains 42921 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 48492 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 155204 members 
Mstep: Class 17 contains 42660 members 
Mstep: Class 18 contains 58465 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 43817 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70182320.000000 Penalty: 43641.613281
Iteration 67Q: 21 clusters Score -7.018232e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 146825 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8616 members 
Mstep: Class 6 contains 48485 members 
Mstep: Class 7 contains 28917 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 48568 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 30208 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 156691 members 
Mstep: Class 17 contains 42823 members 
Mstep: Class 18 contains 58696 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 43914 members 
Mstep: Class 22 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70182848.000000 Penalty: 43641.613281
Iteration 68Q: 21 clusters Score -7.018285e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 48493 members 
Mstep: Class 7 contains 29100 members 
Mstep: Class 8 contains 42639 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 48659 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 158221 members 
Mstep: Class 17 contains 43000 members 
Mstep: Class 18 contains 58910 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 43992 members 
Mstep: Class 22 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70183208.000000 Penalty: 43641.613281
Iteration 69Q: 21 clusters Score -7.018321e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 142416 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8438 members 
Mstep: Class 6 contains 48480 members 
Mstep: Class 7 contains 29267 members 
Mstep: Class 8 contains 42539 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 48796 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 30457 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 159807 members 
Mstep: Class 17 contains 43188 members 
Mstep: Class 18 contains 59098 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 44060 members 
Mstep: Class 22 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70183760.000000 Penalty: 43641.613281
Iteration 70Q: 21 clusters Score -7.018376e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 4061 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8363 members 
Mstep: Class 6 contains 48470 members 
Mstep: Class 7 contains 29404 members 
Mstep: Class 8 contains 42445 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 48930 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 30591 members 
Mstep: Class 14 contains 238 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 161410 members 
Mstep: Class 17 contains 43370 members 
Mstep: Class 18 contains 59274 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44128 members 
Mstep: Class 22 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70184168.000000 Penalty: 43641.613281
Iteration 71Q: 21 clusters Score -7.018417e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 137999 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 48457 members 
Mstep: Class 7 contains 29541 members 
Mstep: Class 8 contains 42337 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 49058 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 30694 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 163013 members 
Mstep: Class 17 contains 43543 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44195 members 
Mstep: Class 22 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70184688.000000 Penalty: 43641.613281
Iteration 72Q: 21 clusters Score -7.018469e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 135898 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 48440 members 
Mstep: Class 7 contains 29689 members 
Mstep: Class 8 contains 42259 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 49149 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 30791 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 164532 members 
Mstep: Class 17 contains 43690 members 
Mstep: Class 18 contains 59648 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44264 members 
Mstep: Class 22 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70185368.000000 Penalty: 43641.613281
Iteration 73Q: 21 clusters Score -7.018537e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 4061 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 48424 members 
Mstep: Class 7 contains 29847 members 
Mstep: Class 8 contains 42163 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 49247 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 30875 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 166038 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 59889 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44318 members 
Mstep: Class 22 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70186328.000000 Penalty: 43641.613281
Iteration 74Q: 21 clusters Score -7.018633e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 48409 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 42091 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 49339 members 
Mstep: Class 12 contains 2624 members 
Mstep: Class 13 contains 30949 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 167511 members 
Mstep: Class 17 contains 43990 members 
Mstep: Class 18 contains 60098 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44365 members 
Mstep: Class 22 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70186752.000000 Penalty: 43641.613281
Iteration 75Q: 21 clusters Score -7.018675e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 48400 members 
Mstep: Class 7 contains 30124 members 
Mstep: Class 8 contains 42026 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 49438 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 31029 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 169013 members 
Mstep: Class 17 contains 44179 members 
Mstep: Class 18 contains 60282 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44400 members 
Mstep: Class 22 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187480.000000 Penalty: 43641.613281
Iteration 76Q: 21 clusters Score -7.018748e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4059 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 48395 members 
Mstep: Class 7 contains 30261 members 
Mstep: Class 8 contains 41986 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 49537 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 31111 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 170520 members 
Mstep: Class 17 contains 44327 members 
Mstep: Class 18 contains 60446 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44428 members 
Mstep: Class 22 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187520.000000 Penalty: 43641.613281
Iteration 77Q: 21 clusters Score -7.018752e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 30406 members 
Mstep: Class 8 contains 41960 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 49616 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 31185 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 172014 members 
Mstep: Class 17 contains 44418 members 
Mstep: Class 18 contains 60606 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44460 members 
Mstep: Class 22 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187936.000000 Penalty: 43641.613281
Iteration 78Q: 21 clusters Score -7.018794e+07 nChanged 3284
Entering ConstructFrom: 
Score: -70187936.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (123633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123633 members 
Entering Unmasked Estep 
Score: -13048096.000000 Penalty: 1905.324341
	Iteration 0F: 2 clusters Score -1.30481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -12966101.000000 Penalty: 3810.648682
	Iteration 0F: 3 clusters Score -1.29661e+07 nChanged 59251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -13000774.000000 Penalty: 3810.648682
	Iteration 1F: 3 clusters Score -1.300077e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -13002401.000000 Penalty: 3810.648682
	Iteration 2Q: 3 clusters Score -1.30024e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -13005063.000000 Penalty: 3810.648682
	Iteration 3Q: 3 clusters Score -1.300506e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -13008986.000000 Penalty: 3810.648682
	Iteration 4F: 3 clusters Score -1.300899e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -13014174.000000 Penalty: 3810.648682
	Iteration 5F: 3 clusters Score -1.301417e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -13020746.000000 Penalty: 3810.648682
	Iteration 6F: 3 clusters Score -1.302075e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -13027546.000000 Penalty: 3810.648682
	Iteration 7F: 3 clusters Score -1.302755e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -13031927.000000 Penalty: 3810.648682
	Iteration 8F: 3 clusters Score -1.303193e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -13033898.000000 Penalty: 3810.648682
	Iteration 9Q: 3 clusters Score -1.30339e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -13034694.000000 Penalty: 3810.648682
	Iteration 10Q: 3 clusters Score -1.303469e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -13035349.000000 Penalty: 3810.648682
	Iteration 11Q: 3 clusters Score -1.303535e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -13035771.000000 Penalty: 3810.648682
	Iteration 12Q: 3 clusters Score -1.303577e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -13036138.000000 Penalty: 3810.648682
	Iteration 13Q: 3 clusters Score -1.303614e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -13036527.000000 Penalty: 3810.648682
	Iteration 14Q: 3 clusters Score -1.303653e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -13036884.000000 Penalty: 3810.648682
	Iteration 15Q: 3 clusters Score -1.303688e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -13037263.000000 Penalty: 3810.648682
	Iteration 16Q: 3 clusters Score -1.303726e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -13037683.000000 Penalty: 3810.648682
	Iteration 17Q: 3 clusters Score -1.303768e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -13038021.000000 Penalty: 3810.648682
	Iteration 18Q: 3 clusters Score -1.303802e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -13038317.000000 Penalty: 3810.648682
	Iteration 19Q: 3 clusters Score -1.303832e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -13038682.000000 Penalty: 3810.648682
	Iteration 20F: 3 clusters Score -1.303868e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -13038974.000000 Penalty: 3810.648682
	Iteration 21Q: 3 clusters Score -1.303897e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -13039281.000000 Penalty: 3810.648682
	Iteration 22Q: 3 clusters Score -1.303928e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -13039605.000000 Penalty: 3810.648682
	Iteration 23Q: 3 clusters Score -1.30396e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -13039872.000000 Penalty: 3810.648682
	Iteration 24Q: 3 clusters Score -1.303987e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -13040172.000000 Penalty: 3810.648682
	Iteration 25Q: 3 clusters Score -1.304017e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -13040440.000000 Penalty: 3810.648682
	Iteration 26Q: 3 clusters Score -1.304044e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -13040662.000000 Penalty: 3810.648682
	Iteration 27Q: 3 clusters Score -1.304066e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -13040918.000000 Penalty: 3810.648682
	Iteration 28Q: 3 clusters Score -1.304092e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -13041193.000000 Penalty: 3810.648682
	Iteration 29Q: 3 clusters Score -1.304119e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -13041404.000000 Penalty: 3810.648682
	Iteration 30Q: 3 clusters Score -1.30414e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -13041644.000000 Penalty: 3810.648682
	Iteration 31Q: 3 clusters Score -1.304164e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -13041995.000000 Penalty: 3810.648682
	Iteration 32Q: 3 clusters Score -1.3042e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -13042191.000000 Penalty: 3810.648682
	Iteration 33Q: 3 clusters Score -1.304219e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -13042432.000000 Penalty: 3810.648682
	Iteration 34Q: 3 clusters Score -1.304243e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -13042713.000000 Penalty: 3810.648682
	Iteration 35Q: 3 clusters Score -1.304271e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -13043021.000000 Penalty: 3810.648682
	Iteration 36Q: 3 clusters Score -1.304302e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -13043239.000000 Penalty: 3810.648682
	Iteration 37Q: 3 clusters Score -1.304324e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -13043492.000000 Penalty: 3810.648682
	Iteration 38Q: 3 clusters Score -1.304349e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -13043740.000000 Penalty: 3810.648682
	Iteration 39Q: 3 clusters Score -1.304374e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -13044016.000000 Penalty: 3810.648682
	Iteration 40F: 3 clusters Score -1.304402e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -13044371.000000 Penalty: 3810.648682
	Iteration 41Q: 3 clusters Score -1.304437e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -13044619.000000 Penalty: 3810.648682
	Iteration 42Q: 3 clusters Score -1.304462e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -13044945.000000 Penalty: 3810.648682
	Iteration 43Q: 3 clusters Score -1.304494e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -13045255.000000 Penalty: 3810.648682
	Iteration 44Q: 3 clusters Score -1.304526e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -13045521.000000 Penalty: 3810.648682
	Iteration 45Q: 3 clusters Score -1.304552e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -13045721.000000 Penalty: 3810.648682
	Iteration 46Q: 3 clusters Score -1.304572e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -13045903.000000 Penalty: 3810.648682
	Iteration 47Q: 3 clusters Score -1.30459e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -13046066.000000 Penalty: 3810.648682
	Iteration 48Q: 3 clusters Score -1.304607e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -13046153.000000 Penalty: 3810.648682
	Iteration 49Q: 3 clusters Score -1.304615e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -13046256.000000 Penalty: 3810.648682
	Iteration 50Q: 3 clusters Score -1.304626e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -13046364.000000 Penalty: 3810.648682
	Iteration 51Q: 3 clusters Score -1.304636e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -13046421.000000 Penalty: 3810.648682
	Iteration 52Q: 3 clusters Score -1.304642e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -13046507.000000 Penalty: 3810.648682
	Iteration 53Q: 3 clusters Score -1.304651e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -13046556.000000 Penalty: 3810.648682
	Iteration 54Q: 3 clusters Score -1.304656e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -13046620.000000 Penalty: 3810.648682
	Iteration 55Q: 3 clusters Score -1.304662e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -13046634.000000 Penalty: 3810.648682
	Iteration 56Q: 3 clusters Score -1.304663e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -13046730.000000 Penalty: 3810.648682
	Iteration 57Q: 3 clusters Score -1.304673e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -13046764.000000 Penalty: 3810.648682
	Iteration 58Q: 3 clusters Score -1.304676e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -13046775.000000 Penalty: 3810.648682
	Iteration 59Q: 3 clusters Score -1.304678e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -13046816.000000 Penalty: 3810.648682
	Iteration 60F: 3 clusters Score -1.304682e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -13046797.000000 Penalty: 3810.648682
	Iteration 61Q: 3 clusters Score -1.30468e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -13046836.000000 Penalty: 3810.648682
	Iteration 62Q: 3 clusters Score -1.304684e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -13046906.000000 Penalty: 3810.648682
	Iteration 63Q: 3 clusters Score -1.304691e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -13046915.000000 Penalty: 3810.648682
	Iteration 64Q: 3 clusters Score -1.304692e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -13046929.000000 Penalty: 3810.648682
	Iteration 65Q: 3 clusters Score -1.304693e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -13046950.000000 Penalty: 3810.648682
	Iteration 66Q: 3 clusters Score -1.304695e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -13046961.000000 Penalty: 3810.648682
	Iteration 67Q: 3 clusters Score -1.304696e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -13046969.000000 Penalty: 3810.648682
	Iteration 68Q: 3 clusters Score -1.304697e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -13046983.000000 Penalty: 3810.648682
	Iteration 69Q: 3 clusters Score -1.304698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -13047027.000000 Penalty: 3810.648682
	Iteration 70Q: 3 clusters Score -1.304703e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113848 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -13047041.000000 Penalty: 3810.648682
	Iteration 71Q: 3 clusters Score -1.304704e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -13047066.000000 Penalty: 3810.648682
	Iteration 72Q: 3 clusters Score -1.304707e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -13047088.000000 Penalty: 3810.648682
	Iteration 73Q: 3 clusters Score -1.304709e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114223 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -13047120.000000 Penalty: 3810.648682
	Iteration 74Q: 3 clusters Score -1.304712e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -13047135.000000 Penalty: 3810.648682
	Iteration 75Q: 3 clusters Score -1.304714e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -13047151.000000 Penalty: 3810.648682
	Iteration 76Q: 3 clusters Score -1.304715e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -13047173.000000 Penalty: 3810.648682
	Iteration 77Q: 3 clusters Score -1.304717e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -13047177.000000 Penalty: 3810.648682
	Iteration 78Q: 3 clusters Score -1.304718e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -13047168.000000 Penalty: 3810.648682
	Iteration 79Q: 3 clusters Score -1.304717e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -13047171.000000 Penalty: 3810.648682
	Iteration 80F: 3 clusters Score -1.304717e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -13047191.000000 Penalty: 3810.648682
	Iteration 81Q: 3 clusters Score -1.304719e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -13047207.000000 Penalty: 3810.648682
	Iteration 82Q: 3 clusters Score -1.304721e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -13047212.000000 Penalty: 3810.648682
	Iteration 83Q: 3 clusters Score -1.304721e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -13047239.000000 Penalty: 3810.648682
	Iteration 84Q: 3 clusters Score -1.304724e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -13047266.000000 Penalty: 3810.648682
	Iteration 85Q: 3 clusters Score -1.304727e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -13047248.000000 Penalty: 3810.648682
	Iteration 86Q: 3 clusters Score -1.304725e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -13047278.000000 Penalty: 3810.648682
	Iteration 87Q: 3 clusters Score -1.304728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -13047274.000000 Penalty: 3810.648682
	Iteration 88Q: 3 clusters Score -1.304727e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -13047286.000000 Penalty: 3810.648682
	Iteration 89Q: 3 clusters Score -1.304729e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -13047294.000000 Penalty: 3810.648682
	Iteration 90Q: 3 clusters Score -1.304729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115730 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -13047297.000000 Penalty: 3810.648682
	Iteration 91Q: 3 clusters Score -1.30473e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -13047291.000000 Penalty: 3810.648682
	Iteration 92Q: 3 clusters Score -1.304729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -13047294.000000 Penalty: 3810.648682
	Iteration 93Q: 3 clusters Score -1.304729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -13047302.000000 Penalty: 3810.648682
	Iteration 94Q: 3 clusters Score -1.30473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -13047313.000000 Penalty: 3810.648682
	Iteration 95Q: 3 clusters Score -1.304731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -13047315.000000 Penalty: 3810.648682
	Iteration 96Q: 3 clusters Score -1.304732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -13047307.000000 Penalty: 3810.648682
	Iteration 97Q: 3 clusters Score -1.304731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -13047318.000000 Penalty: 3810.648682
	Iteration 98Q: 3 clusters Score -1.304732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -13047301.000000 Penalty: 3810.648682
	Iteration 99Q: 3 clusters Score -1.30473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -13047301.000000 Penalty: 3810.648682
	Iteration 100F: 3 clusters Score -1.30473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -13047304.000000 Penalty: 3810.648682
	Iteration 101Q: 3 clusters Score -1.30473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -13047312.000000 Penalty: 3810.648682
	Iteration 102Q: 3 clusters Score -1.304731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -13047332.000000 Penalty: 3810.648682
	Iteration 103Q: 3 clusters Score -1.304733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -13047329.000000 Penalty: 3810.648682
	Iteration 104Q: 3 clusters Score -1.304733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -13047331.000000 Penalty: 3810.648682
	Iteration 105Q: 3 clusters Score -1.304733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -13047341.000000 Penalty: 3810.648682
	Iteration 106Q: 3 clusters Score -1.304734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -13047342.000000 Penalty: 3810.648682
	Iteration 107Q: 3 clusters Score -1.304734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -13047345.000000 Penalty: 3810.648682
	Iteration 108Q: 3 clusters Score -1.304734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -13047342.000000 Penalty: 3810.648682
	Iteration 109Q: 3 clusters Score -1.304734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -13047342.000000 Penalty: 3810.648682
	Iteration 110Q: 3 clusters Score -1.304734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115944 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -13047330.000000 Penalty: 3810.648682
	Iteration 111Q: 3 clusters Score -1.304733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -13047338.000000 Penalty: 3810.648682
	Iteration 112Q: 3 clusters Score -1.304734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -13047327.000000 Penalty: 3810.648682
	Iteration 113Q: 3 clusters Score -1.304733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -13047327.000000 Penalty: 3810.648682
	Iteration 114F: 3 clusters Score -1.304733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -90321.445312 Penalty: 1105.027588
	Iteration 0F: 2 clusters Score -90321.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88994.734375 Penalty: 2210.055176
	Iteration 0F: 3 clusters Score -88994.73 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -89281.117188 Penalty: 2210.055176
	Iteration 1F: 3 clusters Score -89281.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89371.546875 Penalty: 2210.055176
	Iteration 2F: 3 clusters Score -89371.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89441.500000 Penalty: 2210.055176
	Iteration 3Q: 3 clusters Score -89441.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89583.218750 Penalty: 2210.055176
	Iteration 4F: 3 clusters Score -89583.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89745.007812 Penalty: 2210.055176
	Iteration 5F: 3 clusters Score -89745.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89927.664062 Penalty: 2210.055176
	Iteration 6F: 3 clusters Score -89927.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90107.992188 Penalty: 2210.055176
	Iteration 7F: 3 clusters Score -90107.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90219.421875 Penalty: 2210.055176
	Iteration 8Q: 3 clusters Score -90219.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90313.617188 Penalty: 2210.055176
	Iteration 9Q: 3 clusters Score -90313.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90369.695312 Penalty: 2210.055176
	Iteration 10Q: 3 clusters Score -90369.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90412.914062 Penalty: 2210.055176
	Iteration 11Q: 3 clusters Score -90412.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90434.718750 Penalty: 2210.055176
	Iteration 12Q: 3 clusters Score -90434.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90470.062500 Penalty: 2210.055176
	Iteration 13Q: 3 clusters Score -90470.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90521.890625 Penalty: 2210.055176
	Iteration 14Q: 3 clusters Score -90521.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90557.968750 Penalty: 2210.055176
	Iteration 15Q: 3 clusters Score -90557.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90563.171875 Penalty: 2210.055176
	Iteration 16Q: 3 clusters Score -90563.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90563.171875 Penalty: 2210.055176
	Iteration 17F: 3 clusters Score -90563.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 48413 members 
Mstep: Class 7 contains 30552 members 
Mstep: Class 8 contains 41931 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 49697 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 31251 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 173584 members 
Mstep: Class 17 contains 44496 members 
Mstep: Class 18 contains 60750 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44486 members 
Mstep: Class 22 contains 1969 members 
Entering Unmasked Estep 
Score: -70187176.000000 Penalty: 45823.691406
Splitting cluster 2 changes total score from -70187936.000000 to -70187176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -397960.625000 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -397960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -394588.281250 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -394588.3 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -395489.062500 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -395489.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -395760.437500 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -395760.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -396168.156250 Penalty: 2699.844238
	Iteration 3F: 3 clusters Score -396168.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -396640.187500 Penalty: 2699.844238
	Iteration 4F: 3 clusters Score -396640.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -397024.093750 Penalty: 2699.844238
	Iteration 5F: 3 clusters Score -397024.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -397216.437500 Penalty: 2699.844238
	Iteration 6F: 3 clusters Score -397216.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -397319.375000 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -397319.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -397374.375000 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -397374.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -397400.281250 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -397400.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -397417.156250 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -397417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -397427.531250 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -397427.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -397431.406250 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -397431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -397435.156250 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -397435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -397436.937500 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -397436.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -397439.093750 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -397439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -397441.500000 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -397441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -397441.937500 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -397441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -397441.625000 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -397441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -397441.625000 Penalty: 2699.844238
	Iteration 19F: 3 clusters Score -397441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -37265.480469 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -37265.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36373.277344 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -36373.28 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36618.460938 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -36618.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36693.460938 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -36693.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36747.804688 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -36747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36772.222656 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -36772.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36783.765625 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -36783.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36790.648438 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -36790.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36799.984375 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -36799.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36804.406250 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -36804.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36808.765625 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -36808.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36837.429688 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -36837.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36849.015625 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -36849.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36850.597656 Penalty: 1989.810181
	Iteration 12Q: 3 clusters Score -36850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36852.730469 Penalty: 1989.810181
	Iteration 13Q: 3 clusters Score -36852.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36852.730469 Penalty: 1989.810181
	Iteration 14F: 3 clusters Score -36852.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -829855.187500 Penalty: 1459.584473
	Iteration 0F: 2 clusters Score -829855.2 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 3978 members 
Entering Unmasked Estep 
Score: -823942.625000 Penalty: 2919.168945
	Iteration 0F: 3 clusters Score -823942.6 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -825786.750000 Penalty: 2919.168945
	Iteration 1F: 3 clusters Score -825786.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -826036.875000 Penalty: 2919.168945
	Iteration 2F: 3 clusters Score -826036.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -826243.937500 Penalty: 2919.168945
	Iteration 3F: 3 clusters Score -826243.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -826422.500000 Penalty: 2919.168945
	Iteration 4Q: 3 clusters Score -826422.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -826618.250000 Penalty: 2919.168945
	Iteration 5Q: 3 clusters Score -826618.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -826834.687500 Penalty: 2919.168945
	Iteration 6Q: 3 clusters Score -826834.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -827064.437500 Penalty: 2919.168945
	Iteration 7Q: 3 clusters Score -827064.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -827299.687500 Penalty: 2919.168945
	Iteration 8Q: 3 clusters Score -827299.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -827540.875000 Penalty: 2919.168945
	Iteration 9Q: 3 clusters Score -827540.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -827755.937500 Penalty: 2919.168945
	Iteration 10Q: 3 clusters Score -827755.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -827925.562500 Penalty: 2919.168945
	Iteration 11Q: 3 clusters Score -827925.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -828042.562500 Penalty: 2919.168945
	Iteration 12Q: 3 clusters Score -828042.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -828114.187500 Penalty: 2919.168945
	Iteration 13Q: 3 clusters Score -828114.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -828172.687500 Penalty: 2919.168945
	Iteration 14Q: 3 clusters Score -828172.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -828217.312500 Penalty: 2919.168945
	Iteration 15Q: 3 clusters Score -828217.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -828253.250000 Penalty: 2919.168945
	Iteration 16Q: 3 clusters Score -828253.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -828276.625000 Penalty: 2919.168945
	Iteration 17Q: 3 clusters Score -828276.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -828290.875000 Penalty: 2919.168945
	Iteration 18Q: 3 clusters Score -828290.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -828300.250000 Penalty: 2919.168945
	Iteration 19Q: 3 clusters Score -828300.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -828311.000000 Penalty: 2919.168945
	Iteration 20F: 3 clusters Score -828311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -828317.187500 Penalty: 2919.168945
	Iteration 21Q: 3 clusters Score -828317.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -828326.625000 Penalty: 2919.168945
	Iteration 22Q: 3 clusters Score -828326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -828330.062500 Penalty: 2919.168945
	Iteration 23Q: 3 clusters Score -828330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -828333.875000 Penalty: 2919.168945
	Iteration 24Q: 3 clusters Score -828333.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -828335.187500 Penalty: 2919.168945
	Iteration 25Q: 3 clusters Score -828335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -828340.125000 Penalty: 2919.168945
	Iteration 26Q: 3 clusters Score -828340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -828344.000000 Penalty: 2919.168945
	Iteration 27Q: 3 clusters Score -828344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -828348.187500 Penalty: 2919.168945
	Iteration 28Q: 3 clusters Score -828348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -828348.125000 Penalty: 2919.168945
	Iteration 29Q: 3 clusters Score -828348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -828349.000000 Penalty: 2919.168945
	Iteration 30Q: 3 clusters Score -828349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -828352.125000 Penalty: 2919.168945
	Iteration 31Q: 3 clusters Score -828352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -828351.625000 Penalty: 2919.168945
	Iteration 32Q: 3 clusters Score -828351.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -828352.750000 Penalty: 2919.168945
	Iteration 33Q: 3 clusters Score -828352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -828355.312500 Penalty: 2919.168945
	Iteration 34Q: 3 clusters Score -828355.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -828355.812500 Penalty: 2919.168945
	Iteration 35Q: 3 clusters Score -828355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -828355.687500 Penalty: 2919.168945
	Iteration 36Q: 3 clusters Score -828355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -828359.562500 Penalty: 2919.168945
	Iteration 37Q: 3 clusters Score -828359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -828358.625000 Penalty: 2919.168945
	Iteration 38Q: 3 clusters Score -828358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -828360.187500 Penalty: 2919.168945
	Iteration 39Q: 3 clusters Score -828360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -828360.125000 Penalty: 2919.168945
	Iteration 40F: 3 clusters Score -828360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -828362.062500 Penalty: 2919.168945
	Iteration 41Q: 3 clusters Score -828362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -828364.750000 Penalty: 2919.168945
	Iteration 42Q: 3 clusters Score -828364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -828363.312500 Penalty: 2919.168945
	Iteration 43Q: 3 clusters Score -828363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -828363.812500 Penalty: 2919.168945
	Iteration 44Q: 3 clusters Score -828363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -828365.812500 Penalty: 2919.168945
	Iteration 45Q: 3 clusters Score -828365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -828367.500000 Penalty: 2919.168945
	Iteration 46Q: 3 clusters Score -828367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -828369.937500 Penalty: 2919.168945
	Iteration 47Q: 3 clusters Score -828369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -828369.187500 Penalty: 2919.168945
	Iteration 48Q: 3 clusters Score -828369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -828372.687500 Penalty: 2919.168945
	Iteration 49Q: 3 clusters Score -828372.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -828371.562500 Penalty: 2919.168945
	Iteration 50Q: 3 clusters Score -828371.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -828373.750000 Penalty: 2919.168945
	Iteration 51Q: 3 clusters Score -828373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -828374.687500 Penalty: 2919.168945
	Iteration 52Q: 3 clusters Score -828374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -828375.062500 Penalty: 2919.168945
	Iteration 53Q: 3 clusters Score -828375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -828378.625000 Penalty: 2919.168945
	Iteration 54Q: 3 clusters Score -828378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -828378.875000 Penalty: 2919.168945
	Iteration 55Q: 3 clusters Score -828378.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -828379.250000 Penalty: 2919.168945
	Iteration 56Q: 3 clusters Score -828379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -828380.312500 Penalty: 2919.168945
	Iteration 57Q: 3 clusters Score -828380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -828383.000000 Penalty: 2919.168945
	Iteration 58Q: 3 clusters Score -828383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -828383.625000 Penalty: 2919.168945
	Iteration 59Q: 3 clusters Score -828383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -828384.875000 Penalty: 2919.168945
	Iteration 60F: 3 clusters Score -828384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -828387.750000 Penalty: 2919.168945
	Iteration 61Q: 3 clusters Score -828387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -828387.437500 Penalty: 2919.168945
	Iteration 62Q: 3 clusters Score -828387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -828388.187500 Penalty: 2919.168945
	Iteration 63Q: 3 clusters Score -828388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -828387.687500 Penalty: 2919.168945
	Iteration 64Q: 3 clusters Score -828387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -828389.125000 Penalty: 2919.168945
	Iteration 65Q: 3 clusters Score -828389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -828389.750000 Penalty: 2919.168945
	Iteration 66Q: 3 clusters Score -828389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -828389.812500 Penalty: 2919.168945
	Iteration 67Q: 3 clusters Score -828389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -828391.062500 Penalty: 2919.168945
	Iteration 68Q: 3 clusters Score -828391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -828391.187500 Penalty: 2919.168945
	Iteration 69Q: 3 clusters Score -828391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -828391.000000 Penalty: 2919.168945
	Iteration 70Q: 3 clusters Score -828391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -828391.000000 Penalty: 2919.168945
	Iteration 71F: 3 clusters Score -828391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Entering Unmasked Estep 
Score: -5138034.000000 Penalty: 1752.972534
	Iteration 0F: 2 clusters Score -5138034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5105557.500000 Penalty: 3505.945068
	Iteration 0F: 3 clusters Score -5105558 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5118790.500000 Penalty: 3505.945068
	Iteration 1F: 3 clusters Score -5118790 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5119703.500000 Penalty: 3505.945068
	Iteration 2Q: 3 clusters Score -5119704 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5120975.500000 Penalty: 3505.945068
	Iteration 3F: 3 clusters Score -5120976 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5122830.500000 Penalty: 3505.945068
	Iteration 4F: 3 clusters Score -5122830 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5125430.500000 Penalty: 3505.945068
	Iteration 5F: 3 clusters Score -5125430 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5128483.500000 Penalty: 3505.945068
	Iteration 6F: 3 clusters Score -5128484 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5131395.500000 Penalty: 3505.945068
	Iteration 7F: 3 clusters Score -5131396 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5133633.500000 Penalty: 3505.945068
	Iteration 8Q: 3 clusters Score -5133634 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5134998.500000 Penalty: 3505.945068
	Iteration 9Q: 3 clusters Score -5134998 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5135722.500000 Penalty: 3505.945068
	Iteration 10Q: 3 clusters Score -5135722 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -5136037.500000 Penalty: 3505.945068
	Iteration 11Q: 3 clusters Score -5136038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5136269.000000 Penalty: 3505.945068
	Iteration 12Q: 3 clusters Score -5136269 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5136404.500000 Penalty: 3505.945068
	Iteration 13Q: 3 clusters Score -5136404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -5136498.500000 Penalty: 3505.945068
	Iteration 14Q: 3 clusters Score -5136498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -5136545.500000 Penalty: 3505.945068
	Iteration 15Q: 3 clusters Score -5136546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -5136592.000000 Penalty: 3505.945068
	Iteration 16Q: 3 clusters Score -5136592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5136604.000000 Penalty: 3505.945068
	Iteration 17Q: 3 clusters Score -5136604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5136627.000000 Penalty: 3505.945068
	Iteration 18Q: 3 clusters Score -5136627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5136637.500000 Penalty: 3505.945068
	Iteration 19Q: 3 clusters Score -5136638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -5136647.500000 Penalty: 3505.945068
	Iteration 20F: 3 clusters Score -5136648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5136658.000000 Penalty: 3505.945068
	Iteration 21Q: 3 clusters Score -5136658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5136660.500000 Penalty: 3505.945068
	Iteration 22Q: 3 clusters Score -5136660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -5136665.000000 Penalty: 3505.945068
	Iteration 23Q: 3 clusters Score -5136665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -5136662.000000 Penalty: 3505.945068
	Iteration 24Q: 3 clusters Score -5136662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5136672.000000 Penalty: 3505.945068
	Iteration 25Q: 3 clusters Score -5136672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -5136670.500000 Penalty: 3505.945068
	Iteration 26Q: 3 clusters Score -5136670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5136680.500000 Penalty: 3505.945068
	Iteration 27Q: 3 clusters Score -5136680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5136682.000000 Penalty: 3505.945068
	Iteration 28Q: 3 clusters Score -5136682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5136682.000000 Penalty: 3505.945068
	Iteration 29Q: 3 clusters Score -5136682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5136684.500000 Penalty: 3505.945068
	Iteration 30Q: 3 clusters Score -5136684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5136684.000000 Penalty: 3505.945068
	Iteration 31Q: 3 clusters Score -5136684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -5136684.500000 Penalty: 3505.945068
	Iteration 32Q: 3 clusters Score -5136684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5136689.500000 Penalty: 3505.945068
	Iteration 33Q: 3 clusters Score -5136690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5136696.000000 Penalty: 3505.945068
	Iteration 34Q: 3 clusters Score -5136696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -5136695.500000 Penalty: 3505.945068
	Iteration 35Q: 3 clusters Score -5136696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -5136695.000000 Penalty: 3505.945068
	Iteration 36Q: 3 clusters Score -5136695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -5136695.000000 Penalty: 3505.945068
	Iteration 37F: 3 clusters Score -5136695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Entering Unmasked Estep 
Score: -3270952.750000 Penalty: 1678.167725
	Iteration 0F: 2 clusters Score -3270953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3250550.500000 Penalty: 3356.335449
	Iteration 0F: 3 clusters Score -3250550 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3258176.250000 Penalty: 3356.335449
	Iteration 1F: 3 clusters Score -3258176 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3258511.750000 Penalty: 3356.335449
	Iteration 2Q: 3 clusters Score -3258512 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3258761.000000 Penalty: 3356.335449
	Iteration 3Q: 3 clusters Score -3258761 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3258993.250000 Penalty: 3356.335449
	Iteration 4Q: 3 clusters Score -3258993 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3259215.250000 Penalty: 3356.335449
	Iteration 5Q: 3 clusters Score -3259215 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3259469.500000 Penalty: 3356.335449
	Iteration 6Q: 3 clusters Score -3259470 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3259716.000000 Penalty: 3356.335449
	Iteration 7Q: 3 clusters Score -3259716 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3259960.750000 Penalty: 3356.335449
	Iteration 8Q: 3 clusters Score -3259961 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3260262.250000 Penalty: 3356.335449
	Iteration 9Q: 3 clusters Score -3260262 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3260631.250000 Penalty: 3356.335449
	Iteration 10Q: 3 clusters Score -3260631 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3261111.500000 Penalty: 3356.335449
	Iteration 11Q: 3 clusters Score -3261112 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3261845.000000 Penalty: 3356.335449
	Iteration 12Q: 3 clusters Score -3261845 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3262852.250000 Penalty: 3356.335449
	Iteration 13Q: 3 clusters Score -3262852 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3264094.500000 Penalty: 3356.335449
	Iteration 14F: 3 clusters Score -3264094 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3265332.000000 Penalty: 3356.335449
	Iteration 15Q: 3 clusters Score -3265332 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3266281.500000 Penalty: 3356.335449
	Iteration 16Q: 3 clusters Score -3266282 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3266890.750000 Penalty: 3356.335449
	Iteration 17Q: 3 clusters Score -3266891 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3267259.000000 Penalty: 3356.335449
	Iteration 18Q: 3 clusters Score -3267259 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3267502.750000 Penalty: 3356.335449
	Iteration 19Q: 3 clusters Score -3267503 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3267709.750000 Penalty: 3356.335449
	Iteration 20F: 3 clusters Score -3267710 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3267868.750000 Penalty: 3356.335449
	Iteration 21Q: 3 clusters Score -3267869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3267994.250000 Penalty: 3356.335449
	Iteration 22Q: 3 clusters Score -3267994 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3268106.750000 Penalty: 3356.335449
	Iteration 23Q: 3 clusters Score -3268107 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3268200.750000 Penalty: 3356.335449
	Iteration 24Q: 3 clusters Score -3268201 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3268335.500000 Penalty: 3356.335449
	Iteration 25Q: 3 clusters Score -3268336 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3268451.250000 Penalty: 3356.335449
	Iteration 26Q: 3 clusters Score -3268451 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3268573.000000 Penalty: 3356.335449
	Iteration 27Q: 3 clusters Score -3268573 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3268671.000000 Penalty: 3356.335449
	Iteration 28Q: 3 clusters Score -3268671 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3268795.250000 Penalty: 3356.335449
	Iteration 29Q: 3 clusters Score -3268795 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3268892.000000 Penalty: 3356.335449
	Iteration 30Q: 3 clusters Score -3268892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3268963.750000 Penalty: 3356.335449
	Iteration 31Q: 3 clusters Score -3268964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3269034.500000 Penalty: 3356.335449
	Iteration 32Q: 3 clusters Score -3269034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3269108.750000 Penalty: 3356.335449
	Iteration 33Q: 3 clusters Score -3269109 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3269161.500000 Penalty: 3356.335449
	Iteration 34Q: 3 clusters Score -3269162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3269228.000000 Penalty: 3356.335449
	Iteration 35Q: 3 clusters Score -3269228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3269276.500000 Penalty: 3356.335449
	Iteration 36Q: 3 clusters Score -3269276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3269296.750000 Penalty: 3356.335449
	Iteration 37Q: 3 clusters Score -3269297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3269346.000000 Penalty: 3356.335449
	Iteration 38Q: 3 clusters Score -3269346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3269383.250000 Penalty: 3356.335449
	Iteration 39Q: 3 clusters Score -3269383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3269412.250000 Penalty: 3356.335449
	Iteration 40F: 3 clusters Score -3269412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3269424.250000 Penalty: 3356.335449
	Iteration 41Q: 3 clusters Score -3269424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3269440.000000 Penalty: 3356.335449
	Iteration 42Q: 3 clusters Score -3269440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3269462.000000 Penalty: 3356.335449
	Iteration 43Q: 3 clusters Score -3269462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3269460.250000 Penalty: 3356.335449
	Iteration 44Q: 3 clusters Score -3269460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3269476.750000 Penalty: 3356.335449
	Iteration 45Q: 3 clusters Score -3269477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3269495.000000 Penalty: 3356.335449
	Iteration 46Q: 3 clusters Score -3269495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3269505.000000 Penalty: 3356.335449
	Iteration 47Q: 3 clusters Score -3269505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3269517.750000 Penalty: 3356.335449
	Iteration 48Q: 3 clusters Score -3269518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3269528.750000 Penalty: 3356.335449
	Iteration 49Q: 3 clusters Score -3269529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3269537.000000 Penalty: 3356.335449
	Iteration 50Q: 3 clusters Score -3269537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3269540.500000 Penalty: 3356.335449
	Iteration 51Q: 3 clusters Score -3269540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3269547.500000 Penalty: 3356.335449
	Iteration 52Q: 3 clusters Score -3269548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3269561.750000 Penalty: 3356.335449
	Iteration 53Q: 3 clusters Score -3269562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3269584.000000 Penalty: 3356.335449
	Iteration 54Q: 3 clusters Score -3269584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3269600.250000 Penalty: 3356.335449
	Iteration 55Q: 3 clusters Score -3269600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3269602.000000 Penalty: 3356.335449
	Iteration 56Q: 3 clusters Score -3269602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3269605.500000 Penalty: 3356.335449
	Iteration 57Q: 3 clusters Score -3269606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3269615.250000 Penalty: 3356.335449
	Iteration 58Q: 3 clusters Score -3269615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3269621.750000 Penalty: 3356.335449
	Iteration 59Q: 3 clusters Score -3269622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3269621.750000 Penalty: 3356.335449
	Iteration 60F: 3 clusters Score -3269622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3269626.000000 Penalty: 3356.335449
	Iteration 61Q: 3 clusters Score -3269626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3269625.250000 Penalty: 3356.335449
	Iteration 62Q: 3 clusters Score -3269625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3269625.250000 Penalty: 3356.335449
	Iteration 63F: 3 clusters Score -3269625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Entering Unmasked Estep 
Score: -4289473.000000 Penalty: 1729.614380
	Iteration 0F: 2 clusters Score -4289473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4261438.500000 Penalty: 3459.228760
	Iteration 0F: 3 clusters Score -4261438 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4272444.500000 Penalty: 3459.228760
	Iteration 1F: 3 clusters Score -4272444 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4272913.000000 Penalty: 3459.228760
	Iteration 2Q: 3 clusters Score -4272913 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4273471.000000 Penalty: 3459.228760
	Iteration 3Q: 3 clusters Score -4273471 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4274256.000000 Penalty: 3459.228760
	Iteration 4Q: 3 clusters Score -4274256 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4275377.500000 Penalty: 3459.228760
	Iteration 5F: 3 clusters Score -4275378 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4277038.500000 Penalty: 3459.228760
	Iteration 6F: 3 clusters Score -4277038 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4279245.000000 Penalty: 3459.228760
	Iteration 7F: 3 clusters Score -4279245 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4281753.000000 Penalty: 3459.228760
	Iteration 8F: 3 clusters Score -4281753 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4284095.500000 Penalty: 3459.228760
	Iteration 9F: 3 clusters Score -4284096 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4285700.000000 Penalty: 3459.228760
	Iteration 10Q: 3 clusters Score -4285700 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4286739.500000 Penalty: 3459.228760
	Iteration 11Q: 3 clusters Score -4286740 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -4287401.500000 Penalty: 3459.228760
	Iteration 12Q: 3 clusters Score -4287402 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4287780.500000 Penalty: 3459.228760
	Iteration 13Q: 3 clusters Score -4287780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4288024.500000 Penalty: 3459.228760
	Iteration 14Q: 3 clusters Score -4288024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -4288203.500000 Penalty: 3459.228760
	Iteration 15Q: 3 clusters Score -4288204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4288305.500000 Penalty: 3459.228760
	Iteration 16Q: 3 clusters Score -4288306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4288396.000000 Penalty: 3459.228760
	Iteration 17Q: 3 clusters Score -4288396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4288458.500000 Penalty: 3459.228760
	Iteration 18Q: 3 clusters Score -4288458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -4288490.500000 Penalty: 3459.228760
	Iteration 19Q: 3 clusters Score -4288490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4288508.500000 Penalty: 3459.228760
	Iteration 20F: 3 clusters Score -4288508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -4288525.000000 Penalty: 3459.228760
	Iteration 21Q: 3 clusters Score -4288525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -4288535.500000 Penalty: 3459.228760
	Iteration 22Q: 3 clusters Score -4288536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -4288551.500000 Penalty: 3459.228760
	Iteration 23Q: 3 clusters Score -4288552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -4288567.000000 Penalty: 3459.228760
	Iteration 24Q: 3 clusters Score -4288567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4288582.500000 Penalty: 3459.228760
	Iteration 25Q: 3 clusters Score -4288582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -4288603.000000 Penalty: 3459.228760
	Iteration 26Q: 3 clusters Score -4288603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -4288635.000000 Penalty: 3459.228760
	Iteration 27Q: 3 clusters Score -4288635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4288649.000000 Penalty: 3459.228760
	Iteration 28Q: 3 clusters Score -4288649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4288655.000000 Penalty: 3459.228760
	Iteration 29Q: 3 clusters Score -4288655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4288657.500000 Penalty: 3459.228760
	Iteration 30Q: 3 clusters Score -4288658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4288657.500000 Penalty: 3459.228760
	Iteration 31F: 3 clusters Score -4288658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -770859.375000 Penalty: 1450.860962
	Iteration 0F: 2 clusters Score -770859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -765275.312500 Penalty: 2901.721924
	Iteration 0F: 3 clusters Score -765275.3 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -766981.062500 Penalty: 2901.721924
	Iteration 1F: 3 clusters Score -766981.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -767203.562500 Penalty: 2901.721924
	Iteration 2F: 3 clusters Score -767203.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -767390.250000 Penalty: 2901.721924
	Iteration 3F: 3 clusters Score -767390.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -767593.562500 Penalty: 2901.721924
	Iteration 4Q: 3 clusters Score -767593.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -767841.812500 Penalty: 2901.721924
	Iteration 5Q: 3 clusters Score -767841.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -768135.437500 Penalty: 2901.721924
	Iteration 6Q: 3 clusters Score -768135.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -768394.937500 Penalty: 2901.721924
	Iteration 7F: 3 clusters Score -768394.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -768578.812500 Penalty: 2901.721924
	Iteration 8Q: 3 clusters Score -768578.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -768711.500000 Penalty: 2901.721924
	Iteration 9Q: 3 clusters Score -768711.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -768811.187500 Penalty: 2901.721924
	Iteration 10Q: 3 clusters Score -768811.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -768885.062500 Penalty: 2901.721924
	Iteration 11Q: 3 clusters Score -768885.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -768932.750000 Penalty: 2901.721924
	Iteration 12Q: 3 clusters Score -768932.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -768963.312500 Penalty: 2901.721924
	Iteration 13Q: 3 clusters Score -768963.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -768984.812500 Penalty: 2901.721924
	Iteration 14Q: 3 clusters Score -768984.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -768996.312500 Penalty: 2901.721924
	Iteration 15Q: 3 clusters Score -768996.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -769009.437500 Penalty: 2901.721924
	Iteration 16Q: 3 clusters Score -769009.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -769021.875000 Penalty: 2901.721924
	Iteration 17Q: 3 clusters Score -769021.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -769030.125000 Penalty: 2901.721924
	Iteration 18Q: 3 clusters Score -769030.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -769035.125000 Penalty: 2901.721924
	Iteration 19Q: 3 clusters Score -769035.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -769040.375000 Penalty: 2901.721924
	Iteration 20F: 3 clusters Score -769040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -769040.937500 Penalty: 2901.721924
	Iteration 21Q: 3 clusters Score -769040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -769047.687500 Penalty: 2901.721924
	Iteration 22Q: 3 clusters Score -769047.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -769050.812500 Penalty: 2901.721924
	Iteration 23Q: 3 clusters Score -769050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -769052.937500 Penalty: 2901.721924
	Iteration 24Q: 3 clusters Score -769052.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -769057.062500 Penalty: 2901.721924
	Iteration 25Q: 3 clusters Score -769057.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -769056.812500 Penalty: 2901.721924
	Iteration 26Q: 3 clusters Score -769056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -769059.125000 Penalty: 2901.721924
	Iteration 27Q: 3 clusters Score -769059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -769057.500000 Penalty: 2901.721924
	Iteration 28Q: 3 clusters Score -769057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -769059.250000 Penalty: 2901.721924
	Iteration 29Q: 3 clusters Score -769059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -769059.250000 Penalty: 2901.721924
	Iteration 30Q: 3 clusters Score -769059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -769058.375000 Penalty: 2901.721924
	Iteration 31Q: 3 clusters Score -769058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -769058.937500 Penalty: 2901.721924
	Iteration 32Q: 3 clusters Score -769058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -769060.000000 Penalty: 2901.721924
	Iteration 33Q: 3 clusters Score -769060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -769060.000000 Penalty: 2901.721924
	Iteration 34F: 3 clusters Score -769060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Entering Unmasked Estep 
Score: -5272088.500000 Penalty: 1757.226196
	Iteration 0F: 2 clusters Score -5272088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -5238962.000000 Penalty: 3514.452393
	Iteration 0F: 3 clusters Score -5238962 nChanged 23277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5252222.000000 Penalty: 3514.452393
	Iteration 1F: 3 clusters Score -5252222 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5252996.000000 Penalty: 3514.452393
	Iteration 2Q: 3 clusters Score -5252996 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5254101.000000 Penalty: 3514.452393
	Iteration 3Q: 3 clusters Score -5254101 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5255686.000000 Penalty: 3514.452393
	Iteration 4F: 3 clusters Score -5255686 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5258030.500000 Penalty: 3514.452393
	Iteration 5F: 3 clusters Score -5258030 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5260938.500000 Penalty: 3514.452393
	Iteration 6F: 3 clusters Score -5260938 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5263656.000000 Penalty: 3514.452393
	Iteration 7F: 3 clusters Score -5263656 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5265823.500000 Penalty: 3514.452393
	Iteration 8F: 3 clusters Score -5265824 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5267242.500000 Penalty: 3514.452393
	Iteration 9Q: 3 clusters Score -5267242 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -5268189.000000 Penalty: 3514.452393
	Iteration 10Q: 3 clusters Score -5268189 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5268881.000000 Penalty: 3514.452393
	Iteration 11Q: 3 clusters Score -5268881 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -5269380.500000 Penalty: 3514.452393
	Iteration 12Q: 3 clusters Score -5269380 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -5269763.500000 Penalty: 3514.452393
	Iteration 13Q: 3 clusters Score -5269764 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5270043.500000 Penalty: 3514.452393
	Iteration 14Q: 3 clusters Score -5270044 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -5270238.500000 Penalty: 3514.452393
	Iteration 15Q: 3 clusters Score -5270238 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -5270356.000000 Penalty: 3514.452393
	Iteration 16Q: 3 clusters Score -5270356 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -5270458.500000 Penalty: 3514.452393
	Iteration 17Q: 3 clusters Score -5270458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5270545.500000 Penalty: 3514.452393
	Iteration 18Q: 3 clusters Score -5270546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -5270601.500000 Penalty: 3514.452393
	Iteration 19Q: 3 clusters Score -5270602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -5270622.500000 Penalty: 3514.452393
	Iteration 20F: 3 clusters Score -5270622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -5270620.000000 Penalty: 3514.452393
	Iteration 21Q: 3 clusters Score -5270620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -5270641.500000 Penalty: 3514.452393
	Iteration 22Q: 3 clusters Score -5270642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -5270647.000000 Penalty: 3514.452393
	Iteration 23Q: 3 clusters Score -5270647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -5270655.500000 Penalty: 3514.452393
	Iteration 24Q: 3 clusters Score -5270656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -5270668.500000 Penalty: 3514.452393
	Iteration 25Q: 3 clusters Score -5270668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -5270677.500000 Penalty: 3514.452393
	Iteration 26Q: 3 clusters Score -5270678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5270682.500000 Penalty: 3514.452393
	Iteration 27Q: 3 clusters Score -5270682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5270693.000000 Penalty: 3514.452393
	Iteration 28Q: 3 clusters Score -5270693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -5270697.000000 Penalty: 3514.452393
	Iteration 29Q: 3 clusters Score -5270697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -5270706.500000 Penalty: 3514.452393
	Iteration 30Q: 3 clusters Score -5270706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -5270703.500000 Penalty: 3514.452393
	Iteration 31Q: 3 clusters Score -5270704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -5270713.000000 Penalty: 3514.452393
	Iteration 32Q: 3 clusters Score -5270713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -5270725.500000 Penalty: 3514.452393
	Iteration 33Q: 3 clusters Score -5270726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5270727.500000 Penalty: 3514.452393
	Iteration 34Q: 3 clusters Score -5270728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -5270732.000000 Penalty: 3514.452393
	Iteration 35Q: 3 clusters Score -5270732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -5270730.500000 Penalty: 3514.452393
	Iteration 36Q: 3 clusters Score -5270730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5270731.000000 Penalty: 3514.452393
	Iteration 37Q: 3 clusters Score -5270731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -5270732.000000 Penalty: 3514.452393
	Iteration 38Q: 3 clusters Score -5270732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5270733.500000 Penalty: 3514.452393
	Iteration 39Q: 3 clusters Score -5270734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5270733.500000 Penalty: 3514.452393
	Iteration 40F: 3 clusters Score -5270734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -295462.375000 Penalty: 1283.310669
	Iteration 0F: 2 clusters Score -295462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -292969.000000 Penalty: 2566.621338
	Iteration 0F: 3 clusters Score -292969 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -293507.562500 Penalty: 2566.621338
	Iteration 1F: 3 clusters Score -293507.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -293624.062500 Penalty: 2566.621338
	Iteration 2F: 3 clusters Score -293624.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -293701.437500 Penalty: 2566.621338
	Iteration 3Q: 3 clusters Score -293701.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -293765.750000 Penalty: 2566.621338
	Iteration 4Q: 3 clusters Score -293765.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -293809.843750 Penalty: 2566.621338
	Iteration 5Q: 3 clusters Score -293809.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -293857.093750 Penalty: 2566.621338
	Iteration 6Q: 3 clusters Score -293857.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -293895.906250 Penalty: 2566.621338
	Iteration 7Q: 3 clusters Score -293895.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -293932.718750 Penalty: 2566.621338
	Iteration 8Q: 3 clusters Score -293932.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -293962.937500 Penalty: 2566.621338
	Iteration 9Q: 3 clusters Score -293962.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -293994.343750 Penalty: 2566.621338
	Iteration 10Q: 3 clusters Score -293994.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -294025.750000 Penalty: 2566.621338
	Iteration 11Q: 3 clusters Score -294025.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -294054.781250 Penalty: 2566.621338
	Iteration 12Q: 3 clusters Score -294054.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -294076.218750 Penalty: 2566.621338
	Iteration 13Q: 3 clusters Score -294076.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -294091.718750 Penalty: 2566.621338
	Iteration 14Q: 3 clusters Score -294091.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -294102.718750 Penalty: 2566.621338
	Iteration 15Q: 3 clusters Score -294102.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -294116.875000 Penalty: 2566.621338
	Iteration 16Q: 3 clusters Score -294116.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -294131.750000 Penalty: 2566.621338
	Iteration 17Q: 3 clusters Score -294131.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -294149.562500 Penalty: 2566.621338
	Iteration 18Q: 3 clusters Score -294149.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -294163.281250 Penalty: 2566.621338
	Iteration 19Q: 3 clusters Score -294163.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -294181.843750 Penalty: 2566.621338
	Iteration 20F: 3 clusters Score -294181.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -294198.406250 Penalty: 2566.621338
	Iteration 21Q: 3 clusters Score -294198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -294207.437500 Penalty: 2566.621338
	Iteration 22Q: 3 clusters Score -294207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -294217.281250 Penalty: 2566.621338
	Iteration 23Q: 3 clusters Score -294217.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -294226.718750 Penalty: 2566.621338
	Iteration 24Q: 3 clusters Score -294226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -294236.687500 Penalty: 2566.621338
	Iteration 25Q: 3 clusters Score -294236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -294241.281250 Penalty: 2566.621338
	Iteration 26Q: 3 clusters Score -294241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -294247.406250 Penalty: 2566.621338
	Iteration 27Q: 3 clusters Score -294247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -294254.750000 Penalty: 2566.621338
	Iteration 28Q: 3 clusters Score -294254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -294258.343750 Penalty: 2566.621338
	Iteration 29Q: 3 clusters Score -294258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -294260.218750 Penalty: 2566.621338
	Iteration 30Q: 3 clusters Score -294260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -294262.937500 Penalty: 2566.621338
	Iteration 31Q: 3 clusters Score -294262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -294267.125000 Penalty: 2566.621338
	Iteration 32Q: 3 clusters Score -294267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -294271.656250 Penalty: 2566.621338
	Iteration 33Q: 3 clusters Score -294271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -294275.062500 Penalty: 2566.621338
	Iteration 34Q: 3 clusters Score -294275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -294276.968750 Penalty: 2566.621338
	Iteration 35Q: 3 clusters Score -294277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -294277.250000 Penalty: 2566.621338
	Iteration 36Q: 3 clusters Score -294277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -294278.187500 Penalty: 2566.621338
	Iteration 37Q: 3 clusters Score -294278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -294278.625000 Penalty: 2566.621338
	Iteration 38Q: 3 clusters Score -294278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -294280.281250 Penalty: 2566.621338
	Iteration 39Q: 3 clusters Score -294280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -294281.656250 Penalty: 2566.621338
	Iteration 40F: 3 clusters Score -294281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Entering Unmasked Estep 
Score: -3348288.250000 Penalty: 1681.843628
	Iteration 0F: 2 clusters Score -3348288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3327261.250000 Penalty: 3363.687256
	Iteration 0F: 3 clusters Score -3327261 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3335441.250000 Penalty: 3363.687256
	Iteration 1F: 3 clusters Score -3335441 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3335746.500000 Penalty: 3363.687256
	Iteration 2Q: 3 clusters Score -3335746 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3336052.500000 Penalty: 3363.687256
	Iteration 3Q: 3 clusters Score -3336052 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3336321.000000 Penalty: 3363.687256
	Iteration 4Q: 3 clusters Score -3336321 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3336704.500000 Penalty: 3363.687256
	Iteration 5Q: 3 clusters Score -3336704 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3337087.250000 Penalty: 3363.687256
	Iteration 6Q: 3 clusters Score -3337087 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3337621.750000 Penalty: 3363.687256
	Iteration 7Q: 3 clusters Score -3337622 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3338297.500000 Penalty: 3363.687256
	Iteration 8Q: 3 clusters Score -3338298 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3339285.250000 Penalty: 3363.687256
	Iteration 9F: 3 clusters Score -3339285 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3340556.750000 Penalty: 3363.687256
	Iteration 10F: 3 clusters Score -3340557 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3341904.250000 Penalty: 3363.687256
	Iteration 11F: 3 clusters Score -3341904 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3343072.250000 Penalty: 3363.687256
	Iteration 12F: 3 clusters Score -3343072 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3343748.500000 Penalty: 3363.687256
	Iteration 13Q: 3 clusters Score -3343748 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3344201.250000 Penalty: 3363.687256
	Iteration 14Q: 3 clusters Score -3344201 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3344605.000000 Penalty: 3363.687256
	Iteration 15Q: 3 clusters Score -3344605 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3344896.000000 Penalty: 3363.687256
	Iteration 16Q: 3 clusters Score -3344896 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3345132.500000 Penalty: 3363.687256
	Iteration 17Q: 3 clusters Score -3345132 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3345312.000000 Penalty: 3363.687256
	Iteration 18Q: 3 clusters Score -3345312 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3345494.750000 Penalty: 3363.687256
	Iteration 19Q: 3 clusters Score -3345495 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3345639.250000 Penalty: 3363.687256
	Iteration 20F: 3 clusters Score -3345639 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3345784.250000 Penalty: 3363.687256
	Iteration 21Q: 3 clusters Score -3345784 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3345903.250000 Penalty: 3363.687256
	Iteration 22Q: 3 clusters Score -3345903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3345981.000000 Penalty: 3363.687256
	Iteration 23Q: 3 clusters Score -3345981 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3346061.000000 Penalty: 3363.687256
	Iteration 24Q: 3 clusters Score -3346061 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3346163.500000 Penalty: 3363.687256
	Iteration 25Q: 3 clusters Score -3346164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3346222.250000 Penalty: 3363.687256
	Iteration 26Q: 3 clusters Score -3346222 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3346283.000000 Penalty: 3363.687256
	Iteration 27Q: 3 clusters Score -3346283 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3346326.000000 Penalty: 3363.687256
	Iteration 28Q: 3 clusters Score -3346326 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3346383.250000 Penalty: 3363.687256
	Iteration 29Q: 3 clusters Score -3346383 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3346425.750000 Penalty: 3363.687256
	Iteration 30Q: 3 clusters Score -3346426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3346474.750000 Penalty: 3363.687256
	Iteration 31Q: 3 clusters Score -3346475 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3346502.500000 Penalty: 3363.687256
	Iteration 32Q: 3 clusters Score -3346502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3346528.750000 Penalty: 3363.687256
	Iteration 33Q: 3 clusters Score -3346529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3346549.250000 Penalty: 3363.687256
	Iteration 34Q: 3 clusters Score -3346549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3346585.250000 Penalty: 3363.687256
	Iteration 35Q: 3 clusters Score -3346585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3346607.750000 Penalty: 3363.687256
	Iteration 36Q: 3 clusters Score -3346608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3346647.500000 Penalty: 3363.687256
	Iteration 37Q: 3 clusters Score -3346648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3346681.250000 Penalty: 3363.687256
	Iteration 38Q: 3 clusters Score -3346681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3346719.750000 Penalty: 3363.687256
	Iteration 39Q: 3 clusters Score -3346720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3346742.000000 Penalty: 3363.687256
	Iteration 40F: 3 clusters Score -3346742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3346759.750000 Penalty: 3363.687256
	Iteration 41Q: 3 clusters Score -3346760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3346774.750000 Penalty: 3363.687256
	Iteration 42Q: 3 clusters Score -3346775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3346787.500000 Penalty: 3363.687256
	Iteration 43Q: 3 clusters Score -3346788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3346794.250000 Penalty: 3363.687256
	Iteration 44Q: 3 clusters Score -3346794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3346795.750000 Penalty: 3363.687256
	Iteration 45Q: 3 clusters Score -3346796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3346798.000000 Penalty: 3363.687256
	Iteration 46Q: 3 clusters Score -3346798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3346809.750000 Penalty: 3363.687256
	Iteration 47Q: 3 clusters Score -3346810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3346813.750000 Penalty: 3363.687256
	Iteration 48Q: 3 clusters Score -3346814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3346819.000000 Penalty: 3363.687256
	Iteration 49Q: 3 clusters Score -3346819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3346822.500000 Penalty: 3363.687256
	Iteration 50Q: 3 clusters Score -3346822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3346820.250000 Penalty: 3363.687256
	Iteration 51Q: 3 clusters Score -3346820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3346836.250000 Penalty: 3363.687256
	Iteration 52Q: 3 clusters Score -3346836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3346842.250000 Penalty: 3363.687256
	Iteration 53Q: 3 clusters Score -3346842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3346848.250000 Penalty: 3363.687256
	Iteration 54Q: 3 clusters Score -3346848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3346860.000000 Penalty: 3363.687256
	Iteration 55Q: 3 clusters Score -3346860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3346859.250000 Penalty: 3363.687256
	Iteration 56Q: 3 clusters Score -3346859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3346856.000000 Penalty: 3363.687256
	Iteration 57Q: 3 clusters Score -3346856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3346860.750000 Penalty: 3363.687256
	Iteration 58Q: 3 clusters Score -3346861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3346862.250000 Penalty: 3363.687256
	Iteration 59Q: 3 clusters Score -3346862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3346863.750000 Penalty: 3363.687256
	Iteration 60F: 3 clusters Score -3346864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3346866.250000 Penalty: 3363.687256
	Iteration 61Q: 3 clusters Score -3346866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3346874.750000 Penalty: 3363.687256
	Iteration 62Q: 3 clusters Score -3346875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3346872.750000 Penalty: 3363.687256
	Iteration 63Q: 3 clusters Score -3346873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3346876.000000 Penalty: 3363.687256
	Iteration 64Q: 3 clusters Score -3346876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3346874.000000 Penalty: 3363.687256
	Iteration 65Q: 3 clusters Score -3346874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3346874.000000 Penalty: 3363.687256
	Iteration 66Q: 3 clusters Score -3346874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3346876.750000 Penalty: 3363.687256
	Iteration 67Q: 3 clusters Score -3346877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3346871.750000 Penalty: 3363.687256
	Iteration 68Q: 3 clusters Score -3346872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3346881.500000 Penalty: 3363.687256
	Iteration 69Q: 3 clusters Score -3346882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3346884.000000 Penalty: 3363.687256
	Iteration 70Q: 3 clusters Score -3346884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3346883.000000 Penalty: 3363.687256
	Iteration 71Q: 3 clusters Score -3346883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3346893.000000 Penalty: 3363.687256
	Iteration 72Q: 3 clusters Score -3346893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3346895.750000 Penalty: 3363.687256
	Iteration 73Q: 3 clusters Score -3346896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3346902.000000 Penalty: 3363.687256
	Iteration 74Q: 3 clusters Score -3346902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3346904.250000 Penalty: 3363.687256
	Iteration 75Q: 3 clusters Score -3346904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3346907.000000 Penalty: 3363.687256
	Iteration 76Q: 3 clusters Score -3346907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3346913.000000 Penalty: 3363.687256
	Iteration 77Q: 3 clusters Score -3346913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3346916.500000 Penalty: 3363.687256
	Iteration 78Q: 3 clusters Score -3346916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3346921.000000 Penalty: 3363.687256
	Iteration 79Q: 3 clusters Score -3346921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3346923.750000 Penalty: 3363.687256
	Iteration 80F: 3 clusters Score -3346924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3346922.750000 Penalty: 3363.687256
	Iteration 81Q: 3 clusters Score -3346923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3346923.000000 Penalty: 3363.687256
	Iteration 82Q: 3 clusters Score -3346923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3346926.000000 Penalty: 3363.687256
	Iteration 83Q: 3 clusters Score -3346926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3346926.750000 Penalty: 3363.687256
	Iteration 84Q: 3 clusters Score -3346927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3346928.250000 Penalty: 3363.687256
	Iteration 85Q: 3 clusters Score -3346928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3346928.250000 Penalty: 3363.687256
	Iteration 86F: 3 clusters Score -3346928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -20794.109375 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -20794.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20051.103516 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -20051.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20193.775391 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -20193.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20262.917969 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -20262.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20300.330078 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -20300.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20330.507812 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -20330.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20351.175781 Penalty: 1772.979370
	Iteration 5Q: 3 clusters Score -20351.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20362.125000 Penalty: 1772.979370
	Iteration 6Q: 3 clusters Score -20362.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20371.031250 Penalty: 1772.979370
	Iteration 7Q: 3 clusters Score -20371.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20374.259766 Penalty: 1772.979370
	Iteration 8Q: 3 clusters Score -20374.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20374.259766 Penalty: 1772.979370
	Iteration 9F: 3 clusters Score -20374.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -203233.140625 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -203233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -201187.125000 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -201187.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -201631.218750 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -201631.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201710.640625 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -201710.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -201743.593750 Penalty: 2453.451904
	Iteration 3Q: 3 clusters Score -201743.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -201771.296875 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -201771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -201794.468750 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -201794.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201807.968750 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -201808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201818.687500 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -201818.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -201831.546875 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -201831.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -201840.812500 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -201840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -201850.109375 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -201850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -201856.890625 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -201856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -201863.953125 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -201864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -201869.750000 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -201869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -201873.890625 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -201873.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -201882.562500 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -201882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -201884.640625 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -201884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -201888.250000 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -201888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -201894.984375 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -201895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -201900.296875 Penalty: 2453.451904
	Iteration 19Q: 3 clusters Score -201900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -201903.593750 Penalty: 2453.451904
	Iteration 20F: 3 clusters Score -201903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -201907.703125 Penalty: 2453.451904
	Iteration 21Q: 3 clusters Score -201907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -201911.515625 Penalty: 2453.451904
	Iteration 22Q: 3 clusters Score -201911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -201916.125000 Penalty: 2453.451904
	Iteration 23Q: 3 clusters Score -201916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -201919.296875 Penalty: 2453.451904
	Iteration 24Q: 3 clusters Score -201919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -201922.625000 Penalty: 2453.451904
	Iteration 25Q: 3 clusters Score -201922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -201925.078125 Penalty: 2453.451904
	Iteration 26Q: 3 clusters Score -201925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -201925.515625 Penalty: 2453.451904
	Iteration 27Q: 3 clusters Score -201925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -201925.515625 Penalty: 2453.451904
	Iteration 28F: 3 clusters Score -201925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173584 members 
Entering Unmasked Estep 
Score: -18263028.000000 Penalty: 1960.467773
	Iteration 0F: 2 clusters Score -1.826303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -18147524.000000 Penalty: 3920.935547
	Iteration 0F: 3 clusters Score -1.814752e+07 nChanged 84284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -18198956.000000 Penalty: 3920.935547
	Iteration 1F: 3 clusters Score -1.819896e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -18201318.000000 Penalty: 3920.935547
	Iteration 2Q: 3 clusters Score -1.820132e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -18205148.000000 Penalty: 3920.935547
	Iteration 3Q: 3 clusters Score -1.820515e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -18211698.000000 Penalty: 3920.935547
	Iteration 4F: 3 clusters Score -1.82117e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -18221092.000000 Penalty: 3920.935547
	Iteration 5F: 3 clusters Score -1.822109e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -18233046.000000 Penalty: 3920.935547
	Iteration 6F: 3 clusters Score -1.823305e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135031 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -18243394.000000 Penalty: 3920.935547
	Iteration 7F: 3 clusters Score -1.824339e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -18248752.000000 Penalty: 3920.935547
	Iteration 8Q: 3 clusters Score -1.824875e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -18251346.000000 Penalty: 3920.935547
	Iteration 9Q: 3 clusters Score -1.825135e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -18252978.000000 Penalty: 3920.935547
	Iteration 10Q: 3 clusters Score -1.825298e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -18254082.000000 Penalty: 3920.935547
	Iteration 11Q: 3 clusters Score -1.825408e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -18255114.000000 Penalty: 3920.935547
	Iteration 12Q: 3 clusters Score -1.825511e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -18256044.000000 Penalty: 3920.935547
	Iteration 13Q: 3 clusters Score -1.825604e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -18256742.000000 Penalty: 3920.935547
	Iteration 14Q: 3 clusters Score -1.825674e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -18257532.000000 Penalty: 3920.935547
	Iteration 15Q: 3 clusters Score -1.825753e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -18258204.000000 Penalty: 3920.935547
	Iteration 16Q: 3 clusters Score -1.82582e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -18258762.000000 Penalty: 3920.935547
	Iteration 17Q: 3 clusters Score -1.825876e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -18259202.000000 Penalty: 3920.935547
	Iteration 18Q: 3 clusters Score -1.82592e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -18259650.000000 Penalty: 3920.935547
	Iteration 19Q: 3 clusters Score -1.825965e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -18259996.000000 Penalty: 3920.935547
	Iteration 20F: 3 clusters Score -1.826e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -18260304.000000 Penalty: 3920.935547
	Iteration 21Q: 3 clusters Score -1.82603e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166537 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -18260576.000000 Penalty: 3920.935547
	Iteration 22Q: 3 clusters Score -1.826058e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -18260802.000000 Penalty: 3920.935547
	Iteration 23Q: 3 clusters Score -1.82608e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -18260976.000000 Penalty: 3920.935547
	Iteration 24Q: 3 clusters Score -1.826098e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168332 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -18261214.000000 Penalty: 3920.935547
	Iteration 25Q: 3 clusters Score -1.826121e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -18261310.000000 Penalty: 3920.935547
	Iteration 26Q: 3 clusters Score -1.826131e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -18261518.000000 Penalty: 3920.935547
	Iteration 27Q: 3 clusters Score -1.826152e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -18261586.000000 Penalty: 3920.935547
	Iteration 28Q: 3 clusters Score -1.826159e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169479 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -18261644.000000 Penalty: 3920.935547
	Iteration 29Q: 3 clusters Score -1.826164e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -18261710.000000 Penalty: 3920.935547
	Iteration 30Q: 3 clusters Score -1.826171e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -18261732.000000 Penalty: 3920.935547
	Iteration 31Q: 3 clusters Score -1.826173e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -18261762.000000 Penalty: 3920.935547
	Iteration 32Q: 3 clusters Score -1.826176e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -18261792.000000 Penalty: 3920.935547
	Iteration 33Q: 3 clusters Score -1.826179e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -18261840.000000 Penalty: 3920.935547
	Iteration 34Q: 3 clusters Score -1.826184e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170127 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -18261874.000000 Penalty: 3920.935547
	Iteration 35Q: 3 clusters Score -1.826187e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170202 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -18261924.000000 Penalty: 3920.935547
	Iteration 36Q: 3 clusters Score -1.826192e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -18261950.000000 Penalty: 3920.935547
	Iteration 37Q: 3 clusters Score -1.826195e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -18261964.000000 Penalty: 3920.935547
	Iteration 38Q: 3 clusters Score -1.826196e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -18261964.000000 Penalty: 3920.935547
	Iteration 39Q: 3 clusters Score -1.826196e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18261978.000000 Penalty: 3920.935547
	Iteration 40F: 3 clusters Score -1.826198e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -18261960.000000 Penalty: 3920.935547
	Iteration 41Q: 3 clusters Score -1.826196e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -18261964.000000 Penalty: 3920.935547
	Iteration 42Q: 3 clusters Score -1.826196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -18261984.000000 Penalty: 3920.935547
	Iteration 43Q: 3 clusters Score -1.826198e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -18261982.000000 Penalty: 3920.935547
	Iteration 44Q: 3 clusters Score -1.826198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18261970.000000 Penalty: 3920.935547
	Iteration 45Q: 3 clusters Score -1.826197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -18261996.000000 Penalty: 3920.935547
	Iteration 46Q: 3 clusters Score -1.8262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -18261994.000000 Penalty: 3920.935547
	Iteration 47Q: 3 clusters Score -1.826199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -18261990.000000 Penalty: 3920.935547
	Iteration 48Q: 3 clusters Score -1.826199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -18262016.000000 Penalty: 3920.935547
	Iteration 49Q: 3 clusters Score -1.826202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18262024.000000 Penalty: 3920.935547
	Iteration 50Q: 3 clusters Score -1.826202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18262036.000000 Penalty: 3920.935547
	Iteration 51Q: 3 clusters Score -1.826204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18262058.000000 Penalty: 3920.935547
	Iteration 52Q: 3 clusters Score -1.826206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18262052.000000 Penalty: 3920.935547
	Iteration 53Q: 3 clusters Score -1.826205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -18262042.000000 Penalty: 3920.935547
	Iteration 54Q: 3 clusters Score -1.826204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -18262042.000000 Penalty: 3920.935547
	Iteration 55Q: 3 clusters Score -1.826204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -18262046.000000 Penalty: 3920.935547
	Iteration 56Q: 3 clusters Score -1.826205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -18262048.000000 Penalty: 3920.935547
	Iteration 57Q: 3 clusters Score -1.826205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18262048.000000 Penalty: 3920.935547
	Iteration 58Q: 3 clusters Score -1.826205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18262038.000000 Penalty: 3920.935547
	Iteration 59Q: 3 clusters Score -1.826204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -18262042.000000 Penalty: 3920.935547
	Iteration 60F: 3 clusters Score -1.826204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -18262026.000000 Penalty: 3920.935547
	Iteration 61Q: 3 clusters Score -1.826203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170610 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18262054.000000 Penalty: 3920.935547
	Iteration 62Q: 3 clusters Score -1.826205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -18262054.000000 Penalty: 3920.935547
	Iteration 63Q: 3 clusters Score -1.826205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -18262048.000000 Penalty: 3920.935547
	Iteration 64Q: 3 clusters Score -1.826205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -18262056.000000 Penalty: 3920.935547
	Iteration 65Q: 3 clusters Score -1.826206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -18262054.000000 Penalty: 3920.935547
	Iteration 66Q: 3 clusters Score -1.826205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -18262050.000000 Penalty: 3920.935547
	Iteration 67Q: 3 clusters Score -1.826205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -18262050.000000 Penalty: 3920.935547
	Iteration 68F: 3 clusters Score -1.826205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Entering Unmasked Estep 
Score: -4754494.500000 Penalty: 1739.262573
	Iteration 0F: 2 clusters Score -4754494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4724640.000000 Penalty: 3478.525146
	Iteration 0F: 3 clusters Score -4724640 nChanged 20664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4736349.500000 Penalty: 3478.525146
	Iteration 1F: 3 clusters Score -4736350 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4736805.500000 Penalty: 3478.525146
	Iteration 2Q: 3 clusters Score -4736806 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4737268.000000 Penalty: 3478.525146
	Iteration 3Q: 3 clusters Score -4737268 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4737781.000000 Penalty: 3478.525146
	Iteration 4Q: 3 clusters Score -4737781 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4738363.000000 Penalty: 3478.525146
	Iteration 5Q: 3 clusters Score -4738363 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4739096.000000 Penalty: 3478.525146
	Iteration 6Q: 3 clusters Score -4739096 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4740176.000000 Penalty: 3478.525146
	Iteration 7Q: 3 clusters Score -4740176 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4741596.500000 Penalty: 3478.525146
	Iteration 8F: 3 clusters Score -4741596 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4743552.500000 Penalty: 3478.525146
	Iteration 9F: 3 clusters Score -4743552 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4745508.500000 Penalty: 3478.525146
	Iteration 10F: 3 clusters Score -4745508 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4747036.000000 Penalty: 3478.525146
	Iteration 11Q: 3 clusters Score -4747036 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4748060.500000 Penalty: 3478.525146
	Iteration 12Q: 3 clusters Score -4748060 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4748699.000000 Penalty: 3478.525146
	Iteration 13Q: 3 clusters Score -4748699 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4749135.000000 Penalty: 3478.525146
	Iteration 14Q: 3 clusters Score -4749135 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4749465.000000 Penalty: 3478.525146
	Iteration 15Q: 3 clusters Score -4749465 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4749790.500000 Penalty: 3478.525146
	Iteration 16Q: 3 clusters Score -4749790 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4750048.500000 Penalty: 3478.525146
	Iteration 17Q: 3 clusters Score -4750048 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4750267.000000 Penalty: 3478.525146
	Iteration 18Q: 3 clusters Score -4750267 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4750419.000000 Penalty: 3478.525146
	Iteration 19Q: 3 clusters Score -4750419 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4750606.500000 Penalty: 3478.525146
	Iteration 20F: 3 clusters Score -4750606 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4750816.500000 Penalty: 3478.525146
	Iteration 21Q: 3 clusters Score -4750816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4750991.500000 Penalty: 3478.525146
	Iteration 22Q: 3 clusters Score -4750992 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4751162.000000 Penalty: 3478.525146
	Iteration 23Q: 3 clusters Score -4751162 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4751319.500000 Penalty: 3478.525146
	Iteration 24Q: 3 clusters Score -4751320 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4751490.500000 Penalty: 3478.525146
	Iteration 25Q: 3 clusters Score -4751490 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4751680.000000 Penalty: 3478.525146
	Iteration 26Q: 3 clusters Score -4751680 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4751874.500000 Penalty: 3478.525146
	Iteration 27Q: 3 clusters Score -4751874 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4752075.000000 Penalty: 3478.525146
	Iteration 28Q: 3 clusters Score -4752075 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4752247.500000 Penalty: 3478.525146
	Iteration 29Q: 3 clusters Score -4752248 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4752417.500000 Penalty: 3478.525146
	Iteration 30Q: 3 clusters Score -4752418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4752563.000000 Penalty: 3478.525146
	Iteration 31Q: 3 clusters Score -4752563 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4752648.500000 Penalty: 3478.525146
	Iteration 32Q: 3 clusters Score -4752648 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4752721.500000 Penalty: 3478.525146
	Iteration 33Q: 3 clusters Score -4752722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4752791.500000 Penalty: 3478.525146
	Iteration 34Q: 3 clusters Score -4752792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4752831.000000 Penalty: 3478.525146
	Iteration 35Q: 3 clusters Score -4752831 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4752874.000000 Penalty: 3478.525146
	Iteration 36Q: 3 clusters Score -4752874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4752918.000000 Penalty: 3478.525146
	Iteration 37Q: 3 clusters Score -4752918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4752934.000000 Penalty: 3478.525146
	Iteration 38Q: 3 clusters Score -4752934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4752963.000000 Penalty: 3478.525146
	Iteration 39Q: 3 clusters Score -4752963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4752973.000000 Penalty: 3478.525146
	Iteration 40F: 3 clusters Score -4752973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4752983.500000 Penalty: 3478.525146
	Iteration 41Q: 3 clusters Score -4752984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4752997.500000 Penalty: 3478.525146
	Iteration 42Q: 3 clusters Score -4752998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4753005.000000 Penalty: 3478.525146
	Iteration 43Q: 3 clusters Score -4753005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4753021.000000 Penalty: 3478.525146
	Iteration 44Q: 3 clusters Score -4753021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4753019.500000 Penalty: 3478.525146
	Iteration 45Q: 3 clusters Score -4753020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4753026.500000 Penalty: 3478.525146
	Iteration 46Q: 3 clusters Score -4753026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4753026.000000 Penalty: 3478.525146
	Iteration 47Q: 3 clusters Score -4753026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4753027.500000 Penalty: 3478.525146
	Iteration 48Q: 3 clusters Score -4753028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4753040.500000 Penalty: 3478.525146
	Iteration 49Q: 3 clusters Score -4753040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4753041.000000 Penalty: 3478.525146
	Iteration 50Q: 3 clusters Score -4753041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4753051.000000 Penalty: 3478.525146
	Iteration 51Q: 3 clusters Score -4753051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4753055.000000 Penalty: 3478.525146
	Iteration 52Q: 3 clusters Score -4753055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4753061.500000 Penalty: 3478.525146
	Iteration 53Q: 3 clusters Score -4753062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4753063.500000 Penalty: 3478.525146
	Iteration 54Q: 3 clusters Score -4753064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4753069.000000 Penalty: 3478.525146
	Iteration 55Q: 3 clusters Score -4753069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4753070.500000 Penalty: 3478.525146
	Iteration 56Q: 3 clusters Score -4753070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4753078.000000 Penalty: 3478.525146
	Iteration 57Q: 3 clusters Score -4753078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4753080.000000 Penalty: 3478.525146
	Iteration 58Q: 3 clusters Score -4753080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4753087.000000 Penalty: 3478.525146
	Iteration 59Q: 3 clusters Score -4753087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4753095.500000 Penalty: 3478.525146
	Iteration 60F: 3 clusters Score -4753096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4753102.000000 Penalty: 3478.525146
	Iteration 61Q: 3 clusters Score -4753102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4753104.000000 Penalty: 3478.525146
	Iteration 62Q: 3 clusters Score -4753104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4753114.500000 Penalty: 3478.525146
	Iteration 63Q: 3 clusters Score -4753114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4753115.000000 Penalty: 3478.525146
	Iteration 64Q: 3 clusters Score -4753115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4753116.500000 Penalty: 3478.525146
	Iteration 65Q: 3 clusters Score -4753116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4753116.500000 Penalty: 3478.525146
	Iteration 66Q: 3 clusters Score -4753116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4753114.000000 Penalty: 3478.525146
	Iteration 67Q: 3 clusters Score -4753114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4753120.000000 Penalty: 3478.525146
	Iteration 68Q: 3 clusters Score -4753120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4753118.000000 Penalty: 3478.525146
	Iteration 69Q: 3 clusters Score -4753118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4753122.000000 Penalty: 3478.525146
	Iteration 70Q: 3 clusters Score -4753122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4753122.500000 Penalty: 3478.525146
	Iteration 71Q: 3 clusters Score -4753122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4753123.000000 Penalty: 3478.525146
	Iteration 72Q: 3 clusters Score -4753123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4753130.000000 Penalty: 3478.525146
	Iteration 73Q: 3 clusters Score -4753130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4753132.500000 Penalty: 3478.525146
	Iteration 74Q: 3 clusters Score -4753132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4753134.000000 Penalty: 3478.525146
	Iteration 75Q: 3 clusters Score -4753134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4753136.000000 Penalty: 3478.525146
	Iteration 76Q: 3 clusters Score -4753136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4753139.500000 Penalty: 3478.525146
	Iteration 77Q: 3 clusters Score -4753140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4753139.500000 Penalty: 3478.525146
	Iteration 78Q: 3 clusters Score -4753140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4753142.500000 Penalty: 3478.525146
	Iteration 79Q: 3 clusters Score -4753142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4753143.000000 Penalty: 3478.525146
	Iteration 80F: 3 clusters Score -4753143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4753144.500000 Penalty: 3478.525146
	Iteration 81Q: 3 clusters Score -4753144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4753142.500000 Penalty: 3478.525146
	Iteration 82Q: 3 clusters Score -4753142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4753143.000000 Penalty: 3478.525146
	Iteration 83Q: 3 clusters Score -4753143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4753143.500000 Penalty: 3478.525146
	Iteration 84Q: 3 clusters Score -4753144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4753143.500000 Penalty: 3478.525146
	Iteration 85F: 3 clusters Score -4753144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Entering Unmasked Estep 
Score: -6499537.500000 Penalty: 1789.859863
	Iteration 0F: 2 clusters Score -6499538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6458760.500000 Penalty: 3579.719727
	Iteration 0F: 3 clusters Score -6458760 nChanged 28709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6475172.500000 Penalty: 3579.719727
	Iteration 1F: 3 clusters Score -6475172 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -6475748.000000 Penalty: 3579.719727
	Iteration 2Q: 3 clusters Score -6475748 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -6476506.500000 Penalty: 3579.719727
	Iteration 3Q: 3 clusters Score -6476506 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -6477322.000000 Penalty: 3579.719727
	Iteration 4Q: 3 clusters Score -6477322 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -6478340.000000 Penalty: 3579.719727
	Iteration 5Q: 3 clusters Score -6478340 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6479759.000000 Penalty: 3579.719727
	Iteration 6Q: 3 clusters Score -6479759 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6481867.000000 Penalty: 3579.719727
	Iteration 7F: 3 clusters Score -6481867 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -6484665.500000 Penalty: 3579.719727
	Iteration 8F: 3 clusters Score -6484666 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6487749.000000 Penalty: 3579.719727
	Iteration 9F: 3 clusters Score -6487749 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -6490108.000000 Penalty: 3579.719727
	Iteration 10F: 3 clusters Score -6490108 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6491655.500000 Penalty: 3579.719727
	Iteration 11Q: 3 clusters Score -6491656 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -6492634.500000 Penalty: 3579.719727
	Iteration 12Q: 3 clusters Score -6492634 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -6493188.500000 Penalty: 3579.719727
	Iteration 13Q: 3 clusters Score -6493188 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6493676.500000 Penalty: 3579.719727
	Iteration 14Q: 3 clusters Score -6493676 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -6494107.500000 Penalty: 3579.719727
	Iteration 15Q: 3 clusters Score -6494108 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6494476.000000 Penalty: 3579.719727
	Iteration 16Q: 3 clusters Score -6494476 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6494869.000000 Penalty: 3579.719727
	Iteration 17Q: 3 clusters Score -6494869 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -6495222.500000 Penalty: 3579.719727
	Iteration 18Q: 3 clusters Score -6495222 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -6495601.500000 Penalty: 3579.719727
	Iteration 19Q: 3 clusters Score -6495602 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6495971.500000 Penalty: 3579.719727
	Iteration 20F: 3 clusters Score -6495972 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6496303.000000 Penalty: 3579.719727
	Iteration 21Q: 3 clusters Score -6496303 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -6496673.000000 Penalty: 3579.719727
	Iteration 22Q: 3 clusters Score -6496673 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -6497013.500000 Penalty: 3579.719727
	Iteration 23Q: 3 clusters Score -6497014 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -6497361.000000 Penalty: 3579.719727
	Iteration 24Q: 3 clusters Score -6497361 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -6497639.500000 Penalty: 3579.719727
	Iteration 25Q: 3 clusters Score -6497640 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -6497900.000000 Penalty: 3579.719727
	Iteration 26Q: 3 clusters Score -6497900 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -6498157.000000 Penalty: 3579.719727
	Iteration 27Q: 3 clusters Score -6498157 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -6498366.000000 Penalty: 3579.719727
	Iteration 28Q: 3 clusters Score -6498366 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -6498501.500000 Penalty: 3579.719727
	Iteration 29Q: 3 clusters Score -6498502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -6498632.000000 Penalty: 3579.719727
	Iteration 30Q: 3 clusters Score -6498632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -6498692.000000 Penalty: 3579.719727
	Iteration 31Q: 3 clusters Score -6498692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -6498721.500000 Penalty: 3579.719727
	Iteration 32Q: 3 clusters Score -6498722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -6498749.500000 Penalty: 3579.719727
	Iteration 33Q: 3 clusters Score -6498750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -6498765.000000 Penalty: 3579.719727
	Iteration 34Q: 3 clusters Score -6498765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -6498783.500000 Penalty: 3579.719727
	Iteration 35Q: 3 clusters Score -6498784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -6498788.000000 Penalty: 3579.719727
	Iteration 36Q: 3 clusters Score -6498788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -6498803.500000 Penalty: 3579.719727
	Iteration 37Q: 3 clusters Score -6498804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -6498816.500000 Penalty: 3579.719727
	Iteration 38Q: 3 clusters Score -6498816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -6498811.500000 Penalty: 3579.719727
	Iteration 39Q: 3 clusters Score -6498812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -6498821.000000 Penalty: 3579.719727
	Iteration 40F: 3 clusters Score -6498821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -6498833.000000 Penalty: 3579.719727
	Iteration 41Q: 3 clusters Score -6498833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -6498847.000000 Penalty: 3579.719727
	Iteration 42Q: 3 clusters Score -6498847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -6498850.500000 Penalty: 3579.719727
	Iteration 43Q: 3 clusters Score -6498850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -6498848.000000 Penalty: 3579.719727
	Iteration 44Q: 3 clusters Score -6498848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -6498848.000000 Penalty: 3579.719727
	Iteration 45F: 3 clusters Score -6498848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -226393.437500 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -226393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224077.843750 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -224077.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -224690.781250 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -224690.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224927.953125 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -224928 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -225119.656250 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -225119.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225308.906250 Penalty: 2523.810059
	Iteration 4F: 3 clusters Score -225308.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -225450.312500 Penalty: 2523.810059
	Iteration 5F: 3 clusters Score -225450.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -225559.687500 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -225559.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -225645.312500 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -225645.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -225701.531250 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -225701.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -225745.812500 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -225745.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -225774.328125 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -225774.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -225799.359375 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -225799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -225823.562500 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -225823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -225833.734375 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -225833.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225840.640625 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -225840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -225844.890625 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -225844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -225846.750000 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -225846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -225847.140625 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -225847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -225848.203125 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -225848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -225852.250000 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -225852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -225854.875000 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -225854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -225859.265625 Penalty: 2523.810059
	Iteration 21Q: 3 clusters Score -225859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225861.234375 Penalty: 2523.810059
	Iteration 22Q: 3 clusters Score -225861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225862.140625 Penalty: 2523.810059
	Iteration 23Q: 3 clusters Score -225862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225862.578125 Penalty: 2523.810059
	Iteration 24Q: 3 clusters Score -225862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225862.796875 Penalty: 2523.810059
	Iteration 25Q: 3 clusters Score -225862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225863.187500 Penalty: 2523.810059
	Iteration 26Q: 3 clusters Score -225863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225863.656250 Penalty: 2523.810059
	Iteration 27Q: 3 clusters Score -225863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225863.656250 Penalty: 2523.810059
	Iteration 28F: 3 clusters Score -225863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Entering Unmasked Estep 
Score: -4795263.000000 Penalty: 1739.226074
	Iteration 0F: 2 clusters Score -4795263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4765489.000000 Penalty: 3478.452148
	Iteration 0F: 3 clusters Score -4765489 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -4777099.000000 Penalty: 3478.452148
	Iteration 1F: 3 clusters Score -4777099 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4777429.500000 Penalty: 3478.452148
	Iteration 2Q: 3 clusters Score -4777430 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4777738.000000 Penalty: 3478.452148
	Iteration 3Q: 3 clusters Score -4777738 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4778073.000000 Penalty: 3478.452148
	Iteration 4Q: 3 clusters Score -4778073 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4778438.000000 Penalty: 3478.452148
	Iteration 5Q: 3 clusters Score -4778438 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4778955.500000 Penalty: 3478.452148
	Iteration 6Q: 3 clusters Score -4778956 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -4779736.500000 Penalty: 3478.452148
	Iteration 7Q: 3 clusters Score -4779736 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4781066.000000 Penalty: 3478.452148
	Iteration 8F: 3 clusters Score -4781066 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4783263.000000 Penalty: 3478.452148
	Iteration 9F: 3 clusters Score -4783263 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4786221.500000 Penalty: 3478.452148
	Iteration 10F: 3 clusters Score -4786222 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -4789259.000000 Penalty: 3478.452148
	Iteration 11F: 3 clusters Score -4789259 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -4791437.000000 Penalty: 3478.452148
	Iteration 12F: 3 clusters Score -4791437 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -4792704.000000 Penalty: 3478.452148
	Iteration 13Q: 3 clusters Score -4792704 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -4793250.500000 Penalty: 3478.452148
	Iteration 14Q: 3 clusters Score -4793250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -4793483.500000 Penalty: 3478.452148
	Iteration 15Q: 3 clusters Score -4793484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -4793590.000000 Penalty: 3478.452148
	Iteration 16Q: 3 clusters Score -4793590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4793649.500000 Penalty: 3478.452148
	Iteration 17Q: 3 clusters Score -4793650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -4793681.500000 Penalty: 3478.452148
	Iteration 18Q: 3 clusters Score -4793682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -4793708.000000 Penalty: 3478.452148
	Iteration 19Q: 3 clusters Score -4793708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4793724.000000 Penalty: 3478.452148
	Iteration 20F: 3 clusters Score -4793724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4793726.500000 Penalty: 3478.452148
	Iteration 21Q: 3 clusters Score -4793726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4793726.500000 Penalty: 3478.452148
	Iteration 22F: 3 clusters Score -4793726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -209282.015625 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -209282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -207204.234375 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -207204.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -207647.000000 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -207647 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -207728.343750 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -207728.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207760.921875 Penalty: 2465.216309
	Iteration 3Q: 3 clusters Score -207760.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -207785.453125 Penalty: 2465.216309
	Iteration 4Q: 3 clusters Score -207785.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -207805.468750 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -207805.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -207822.109375 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -207822.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207837.093750 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -207837.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -207849.687500 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -207849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -207860.421875 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -207860.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -207869.484375 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -207869.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -207874.156250 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -207874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -207877.812500 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -207877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -207880.078125 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -207880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -207880.921875 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -207880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -207881.234375 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -207881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -207882.109375 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -207882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -207884.421875 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -207884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -207885.703125 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -207885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -207887.000000 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -207887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -207888.390625 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -207888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -207891.968750 Penalty: 2465.216309
	Iteration 21Q: 3 clusters Score -207892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -207893.953125 Penalty: 2465.216309
	Iteration 22Q: 3 clusters Score -207894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -207894.343750 Penalty: 2465.216309
	Iteration 23Q: 3 clusters Score -207894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -207896.906250 Penalty: 2465.216309
	Iteration 24Q: 3 clusters Score -207896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -207901.546875 Penalty: 2465.216309
	Iteration 25Q: 3 clusters Score -207901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -207905.718750 Penalty: 2465.216309
	Iteration 26Q: 3 clusters Score -207905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -207907.250000 Penalty: 2465.216309
	Iteration 27Q: 3 clusters Score -207907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -207908.484375 Penalty: 2465.216309
	Iteration 28Q: 3 clusters Score -207908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -207909.390625 Penalty: 2465.216309
	Iteration 29Q: 3 clusters Score -207909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -207910.593750 Penalty: 2465.216309
	Iteration 30Q: 3 clusters Score -207910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -207911.468750 Penalty: 2465.216309
	Iteration 31Q: 3 clusters Score -207911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207912.500000 Penalty: 2465.216309
	Iteration 32Q: 3 clusters Score -207912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -207915.359375 Penalty: 2465.216309
	Iteration 33Q: 3 clusters Score -207915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207915.906250 Penalty: 2465.216309
	Iteration 34Q: 3 clusters Score -207915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207917.062500 Penalty: 2465.216309
	Iteration 35Q: 3 clusters Score -207917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207917.062500 Penalty: 2465.216309
	Iteration 36F: 3 clusters Score -207917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 48413 members 
Mstep: Class 7 contains 30552 members 
Mstep: Class 8 contains 41931 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 49697 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 31251 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 173584 members 
Mstep: Class 17 contains 44496 members 
Mstep: Class 18 contains 60750 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44486 members 
Mstep: Class 22 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188200.000000 Penalty: 43641.613281
Iteration 79Q: 21 clusters Score -7.01882e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 48408 members 
Mstep: Class 7 contains 30736 members 
Mstep: Class 8 contains 41881 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 11 contains 49779 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 31337 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 16 contains 175231 members 
Mstep: Class 17 contains 44535 members 
Mstep: Class 18 contains 60874 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 22 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188936.000000 Penalty: 43641.613281
Iteration 80F: 21 clusters Score -7.018894e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 48398 members 
Mstep: Class 7 contains 30930 members 
Mstep: Class 8 contains 41816 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 31405 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 1875 members 
Mstep: Class 16 contains 176973 members 
Mstep: Class 17 contains 44534 members 
Mstep: Class 18 contains 60945 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44515 members 
Mstep: Class 22 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189640.000000 Penalty: 43641.613281
Iteration 81Q: 21 clusters Score -7.018964e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4046 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 48399 members 
Mstep: Class 7 contains 31111 members 
Mstep: Class 8 contains 41761 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 49920 members 
Mstep: Class 12 contains 2734 members 
Mstep: Class 13 contains 31440 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 178785 members 
Mstep: Class 17 contains 44550 members 
Mstep: Class 18 contains 60973 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 44539 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189976.000000 Penalty: 43641.613281
Iteration 82Q: 21 clusters Score -7.018998e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 48400 members 
Mstep: Class 7 contains 31315 members 
Mstep: Class 8 contains 41724 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 50001 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 31470 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 180580 members 
Mstep: Class 17 contains 44569 members 
Mstep: Class 18 contains 60982 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44550 members 
Mstep: Class 22 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70190528.000000 Penalty: 43641.613281
Iteration 83Q: 21 clusters Score -7.019053e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 31557 members 
Mstep: Class 8 contains 41694 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 50095 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 31497 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 182523 members 
Mstep: Class 17 contains 44546 members 
Mstep: Class 18 contains 61000 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44565 members 
Mstep: Class 22 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70191224.000000 Penalty: 43641.613281
Iteration 84Q: 21 clusters Score -7.019122e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 48397 members 
Mstep: Class 7 contains 31820 members 
Mstep: Class 8 contains 41653 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 50190 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 31531 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 184594 members 
Mstep: Class 17 contains 44560 members 
Mstep: Class 18 contains 61001 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44582 members 
Mstep: Class 22 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70192112.000000 Penalty: 43641.613281
Iteration 85Q: 21 clusters Score -7.019211e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 108108 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7805 members 
Mstep: Class 6 contains 48395 members 
Mstep: Class 7 contains 32080 members 
Mstep: Class 8 contains 41626 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 50252 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 31557 members 
Mstep: Class 14 contains 233 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 186841 members 
Mstep: Class 17 contains 44556 members 
Mstep: Class 18 contains 61019 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44593 members 
Mstep: Class 22 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 21 clusters Score -7.019272e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 48384 members 
Mstep: Class 7 contains 32335 members 
Mstep: Class 8 contains 41584 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 50273 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 31574 members 
Mstep: Class 14 contains 232 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 189293 members 
Mstep: Class 17 contains 44536 members 
Mstep: Class 18 contains 61007 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44599 members 
Mstep: Class 22 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 21 clusters Score -7.019328e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 32583 members 
Mstep: Class 8 contains 41537 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 50305 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 31579 members 
Mstep: Class 14 contains 231 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 191825 members 
Mstep: Class 17 contains 44484 members 
Mstep: Class 18 contains 60995 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 44611 members 
Mstep: Class 22 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 21 clusters Score -7.019374e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 48366 members 
Mstep: Class 7 contains 32870 members 
Mstep: Class 8 contains 41467 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 50363 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 31587 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 194446 members 
Mstep: Class 17 contains 44424 members 
Mstep: Class 18 contains 60965 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44620 members 
Mstep: Class 22 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194512.000000 Penalty: 43641.613281
Iteration 89Q: 21 clusters Score -7.019451e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7757 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 33183 members 
Mstep: Class 8 contains 41399 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 50398 members 
Mstep: Class 12 contains 2814 members 
Mstep: Class 13 contains 31586 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 197131 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 18 contains 60931 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44627 members 
Mstep: Class 22 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195048.000000 Penalty: 43641.613281
Iteration 90Q: 21 clusters Score -7.019505e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 48340 members 
Mstep: Class 7 contains 33486 members 
Mstep: Class 8 contains 41316 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 50440 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 1762 members 
Mstep: Class 16 contains 199811 members 
Mstep: Class 17 contains 44319 members 
Mstep: Class 18 contains 60862 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44644 members 
Mstep: Class 22 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 21 clusters Score -7.019526e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 48331 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 41252 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 50465 members 
Mstep: Class 12 contains 2847 members 
Mstep: Class 13 contains 31580 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 202413 members 
Mstep: Class 17 contains 44296 members 
Mstep: Class 18 contains 60821 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 22 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195160.000000 Penalty: 43641.613281
Iteration 92Q: 21 clusters Score -7.019516e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 48333 members 
Mstep: Class 7 contains 34068 members 
Mstep: Class 8 contains 41209 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 50456 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 204867 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 60804 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44668 members 
Mstep: Class 22 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195376.000000 Penalty: 43641.613281
Iteration 93Q: 21 clusters Score -7.019538e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 48344 members 
Mstep: Class 7 contains 34371 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 50501 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 31619 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 207112 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 60804 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44674 members 
Mstep: Class 22 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -7.019534e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 34668 members 
Mstep: Class 8 contains 41138 members 
Mstep: Class 10 contains 7520 members 
Mstep: Class 11 contains 50513 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 31653 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 209332 members 
Mstep: Class 17 contains 44273 members 
Mstep: Class 18 contains 60780 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 44679 members 
Mstep: Class 22 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -7.019546e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 48364 members 
Mstep: Class 7 contains 34946 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 50556 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 31687 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 211351 members 
Mstep: Class 17 contains 44290 members 
Mstep: Class 18 contains 60776 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 44684 members 
Mstep: Class 22 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 21 clusters Score -7.019543e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 48368 members 
Mstep: Class 7 contains 35265 members 
Mstep: Class 8 contains 41038 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 50571 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 31737 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 213181 members 
Mstep: Class 17 contains 44299 members 
Mstep: Class 18 contains 60778 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44693 members 
Mstep: Class 22 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -7.019521e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 48371 members 
Mstep: Class 7 contains 35560 members 
Mstep: Class 8 contains 41009 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 50617 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 31788 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 214862 members 
Mstep: Class 17 contains 44327 members 
Mstep: Class 18 contains 60785 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44702 members 
Mstep: Class 22 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -7.0195e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 48369 members 
Mstep: Class 7 contains 35808 members 
Mstep: Class 8 contains 40966 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 50683 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 31883 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 216373 members 
Mstep: Class 17 contains 44324 members 
Mstep: Class 18 contains 60805 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44711 members 
Mstep: Class 22 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 21 clusters Score -7.019497e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 36058 members 
Mstep: Class 8 contains 40919 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 50759 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 31979 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 217792 members 
Mstep: Class 17 contains 44346 members 
Mstep: Class 18 contains 60859 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44727 members 
Mstep: Class 22 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 21 clusters Score -7.019493e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 36298 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 50854 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 32086 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 219144 members 
Mstep: Class 17 contains 44383 members 
Mstep: Class 18 contains 60908 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 22 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -7.019478e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 50951 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 13 contains 32220 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 220422 members 
Mstep: Class 17 contains 44428 members 
Mstep: Class 18 contains 60963 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44737 members 
Mstep: Class 22 contains 1711 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -7.019474e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7768 members 
Mstep: Class 6 contains 48383 members 
Mstep: Class 7 contains 36763 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 10 contains 7510 members 
Mstep: Class 11 contains 51039 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 32363 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 221685 members 
Mstep: Class 17 contains 44460 members 
Mstep: Class 18 contains 61027 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 22 contains 1706 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -7.019456e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 48390 members 
Mstep: Class 7 contains 36985 members 
Mstep: Class 8 contains 40685 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 51139 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 32529 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 1526 members 
Mstep: Class 16 contains 222826 members 
Mstep: Class 17 contains 44508 members 
Mstep: Class 18 contains 61147 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 44757 members 
Mstep: Class 22 contains 1701 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -7.019418e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 6 contains 48398 members 
Mstep: Class 7 contains 37185 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 51234 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 32699 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 223960 members 
Mstep: Class 17 contains 44585 members 
Mstep: Class 18 contains 61245 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44772 members 
Mstep: Class 22 contains 1691 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -7.019437e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7809 members 
Mstep: Class 6 contains 48396 members 
Mstep: Class 7 contains 37380 members 
Mstep: Class 8 contains 40494 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 51318 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 32874 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 225119 members 
Mstep: Class 17 contains 44665 members 
Mstep: Class 18 contains 61315 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44778 members 
Mstep: Class 22 contains 1688 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -7.019434e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 48400 members 
Mstep: Class 7 contains 37593 members 
Mstep: Class 8 contains 40351 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 51398 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 33023 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 226331 members 
Mstep: Class 17 contains 44725 members 
Mstep: Class 18 contains 61387 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44784 members 
Mstep: Class 22 contains 1687 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -7.01944e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 48410 members 
Mstep: Class 7 contains 37799 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 51473 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 227375 members 
Mstep: Class 17 contains 44791 members 
Mstep: Class 18 contains 61488 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44794 members 
Mstep: Class 22 contains 1687 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -7.019446e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7828 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 37999 members 
Mstep: Class 8 contains 40110 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 51563 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 33318 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 228425 members 
Mstep: Class 17 contains 44877 members 
Mstep: Class 18 contains 61600 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44809 members 
Mstep: Class 22 contains 1686 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -7.019474e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 48450 members 
Mstep: Class 7 contains 38203 members 
Mstep: Class 8 contains 39969 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 51637 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 33450 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1491 members 
Mstep: Class 16 contains 229486 members 
Mstep: Class 17 contains 44953 members 
Mstep: Class 18 contains 61710 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44822 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -7.019472e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 48454 members 
Mstep: Class 7 contains 38369 members 
Mstep: Class 8 contains 39823 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 51726 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 33561 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 230606 members 
Mstep: Class 17 contains 45036 members 
Mstep: Class 18 contains 61804 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 44839 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195048.000000 Penalty: 43641.613281
Iteration 111Q: 21 clusters Score -7.019505e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 48455 members 
Mstep: Class 7 contains 38533 members 
Mstep: Class 8 contains 39689 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 51841 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 33660 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 231768 members 
Mstep: Class 17 contains 45103 members 
Mstep: Class 18 contains 61925 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 44852 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195232.000000 Penalty: 43641.613281
Iteration 112Q: 21 clusters Score -7.019523e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 48454 members 
Mstep: Class 7 contains 38653 members 
Mstep: Class 8 contains 39544 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 51891 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 33729 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 233055 members 
Mstep: Class 17 contains 45159 members 
Mstep: Class 18 contains 61996 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 44868 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195456.000000 Penalty: 43641.613281
Iteration 113Q: 21 clusters Score -7.019546e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7831 members 
Mstep: Class 6 contains 48451 members 
Mstep: Class 7 contains 38788 members 
Mstep: Class 8 contains 39348 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 51945 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 33787 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 234438 members 
Mstep: Class 17 contains 45185 members 
Mstep: Class 18 contains 62049 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 22 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195640.000000 Penalty: 43641.613281
Iteration 114Q: 21 clusters Score -7.019564e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7819 members 
Mstep: Class 6 contains 48459 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 39176 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 11 contains 51975 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 33854 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 235781 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 62093 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44883 members 
Mstep: Class 22 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195888.000000 Penalty: 43641.613281
Iteration 115Q: 21 clusters Score -7.019589e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 48459 members 
Mstep: Class 7 contains 39050 members 
Mstep: Class 8 contains 39012 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 52032 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 33960 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 237042 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 62121 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44898 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195912.000000 Penalty: 43641.613281
Iteration 116Q: 21 clusters Score -7.019591e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 6 contains 48464 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 38843 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 52067 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 34029 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 238284 members 
Mstep: Class 17 contains 45289 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44910 members 
Mstep: Class 22 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196280.000000 Penalty: 43641.613281
Iteration 117Q: 21 clusters Score -7.019628e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 48470 members 
Mstep: Class 7 contains 39330 members 
Mstep: Class 8 contains 38693 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 52107 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 34070 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1512 members 
Mstep: Class 16 contains 239485 members 
Mstep: Class 17 contains 45320 members 
Mstep: Class 18 contains 62192 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 44925 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196632.000000 Penalty: 43641.613281
Iteration 118Q: 21 clusters Score -7.019663e+07 nChanged 2306
Entering ConstructFrom: 
Score: -70196632.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (43368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Entering Unmasked Estep 
Score: -4620674.000000 Penalty: 1735.089966
	Iteration 0F: 2 clusters Score -4620674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4591607.000000 Penalty: 3470.179932
	Iteration 0F: 3 clusters Score -4591607 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4602802.500000 Penalty: 3470.179932
	Iteration 1F: 3 clusters Score -4602802 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4603269.000000 Penalty: 3470.179932
	Iteration 2Q: 3 clusters Score -4603269 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4603855.500000 Penalty: 3470.179932
	Iteration 3Q: 3 clusters Score -4603856 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4604784.500000 Penalty: 3470.179932
	Iteration 4Q: 3 clusters Score -4604784 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4606345.000000 Penalty: 3470.179932
	Iteration 5F: 3 clusters Score -4606345 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4608725.000000 Penalty: 3470.179932
	Iteration 6F: 3 clusters Score -4608725 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4611897.000000 Penalty: 3470.179932
	Iteration 7F: 3 clusters Score -4611897 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4614899.000000 Penalty: 3470.179932
	Iteration 8F: 3 clusters Score -4614899 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4616933.500000 Penalty: 3470.179932
	Iteration 9Q: 3 clusters Score -4616934 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4617867.500000 Penalty: 3470.179932
	Iteration 10Q: 3 clusters Score -4617868 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4618298.000000 Penalty: 3470.179932
	Iteration 11Q: 3 clusters Score -4618298 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4618549.000000 Penalty: 3470.179932
	Iteration 12Q: 3 clusters Score -4618549 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -4618723.000000 Penalty: 3470.179932
	Iteration 13Q: 3 clusters Score -4618723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4618870.500000 Penalty: 3470.179932
	Iteration 14Q: 3 clusters Score -4618870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -4618973.000000 Penalty: 3470.179932
	Iteration 15Q: 3 clusters Score -4618973 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4619048.000000 Penalty: 3470.179932
	Iteration 16Q: 3 clusters Score -4619048 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4619125.500000 Penalty: 3470.179932
	Iteration 17Q: 3 clusters Score -4619126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4619149.500000 Penalty: 3470.179932
	Iteration 18Q: 3 clusters Score -4619150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4619191.000000 Penalty: 3470.179932
	Iteration 19Q: 3 clusters Score -4619191 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4619226.000000 Penalty: 3470.179932
	Iteration 20F: 3 clusters Score -4619226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4619269.500000 Penalty: 3470.179932
	Iteration 21Q: 3 clusters Score -4619270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4619288.000000 Penalty: 3470.179932
	Iteration 22Q: 3 clusters Score -4619288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4619324.500000 Penalty: 3470.179932
	Iteration 23Q: 3 clusters Score -4619324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -4619358.500000 Penalty: 3470.179932
	Iteration 24Q: 3 clusters Score -4619358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4619367.000000 Penalty: 3470.179932
	Iteration 25Q: 3 clusters Score -4619367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4619378.000000 Penalty: 3470.179932
	Iteration 26Q: 3 clusters Score -4619378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4619385.000000 Penalty: 3470.179932
	Iteration 27Q: 3 clusters Score -4619385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4619390.500000 Penalty: 3470.179932
	Iteration 28Q: 3 clusters Score -4619390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -4619389.500000 Penalty: 3470.179932
	Iteration 29Q: 3 clusters Score -4619390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -4619412.500000 Penalty: 3470.179932
	Iteration 30Q: 3 clusters Score -4619412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -4619429.000000 Penalty: 3470.179932
	Iteration 31Q: 3 clusters Score -4619429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4619439.500000 Penalty: 3470.179932
	Iteration 32Q: 3 clusters Score -4619440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4619451.500000 Penalty: 3470.179932
	Iteration 33Q: 3 clusters Score -4619452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4619464.000000 Penalty: 3470.179932
	Iteration 34Q: 3 clusters Score -4619464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4619463.000000 Penalty: 3470.179932
	Iteration 35Q: 3 clusters Score -4619463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4619480.500000 Penalty: 3470.179932
	Iteration 36Q: 3 clusters Score -4619480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4619478.000000 Penalty: 3470.179932
	Iteration 37Q: 3 clusters Score -4619478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4619474.500000 Penalty: 3470.179932
	Iteration 38Q: 3 clusters Score -4619474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -4619485.000000 Penalty: 3470.179932
	Iteration 39Q: 3 clusters Score -4619485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4619489.000000 Penalty: 3470.179932
	Iteration 40F: 3 clusters Score -4619489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -4619487.500000 Penalty: 3470.179932
	Iteration 41Q: 3 clusters Score -4619488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -4619503.000000 Penalty: 3470.179932
	Iteration 42Q: 3 clusters Score -4619503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -4619507.000000 Penalty: 3470.179932
	Iteration 43Q: 3 clusters Score -4619507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -4619513.000000 Penalty: 3470.179932
	Iteration 44Q: 3 clusters Score -4619513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4619524.000000 Penalty: 3470.179932
	Iteration 45Q: 3 clusters Score -4619524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -4619529.500000 Penalty: 3470.179932
	Iteration 46Q: 3 clusters Score -4619530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4619538.000000 Penalty: 3470.179932
	Iteration 47Q: 3 clusters Score -4619538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4619536.000000 Penalty: 3470.179932
	Iteration 48Q: 3 clusters Score -4619536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4619533.000000 Penalty: 3470.179932
	Iteration 49Q: 3 clusters Score -4619533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -4619536.000000 Penalty: 3470.179932
	Iteration 50Q: 3 clusters Score -4619536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4619539.000000 Penalty: 3470.179932
	Iteration 51Q: 3 clusters Score -4619539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4619538.500000 Penalty: 3470.179932
	Iteration 52Q: 3 clusters Score -4619538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4619537.000000 Penalty: 3470.179932
	Iteration 53Q: 3 clusters Score -4619537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4619538.500000 Penalty: 3470.179932
	Iteration 54Q: 3 clusters Score -4619538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -4619540.500000 Penalty: 3470.179932
	Iteration 55Q: 3 clusters Score -4619540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4619543.500000 Penalty: 3470.179932
	Iteration 56Q: 3 clusters Score -4619544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -4619548.500000 Penalty: 3470.179932
	Iteration 57Q: 3 clusters Score -4619548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4619552.500000 Penalty: 3470.179932
	Iteration 58Q: 3 clusters Score -4619552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4619560.000000 Penalty: 3470.179932
	Iteration 59Q: 3 clusters Score -4619560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -4619558.500000 Penalty: 3470.179932
	Iteration 60F: 3 clusters Score -4619558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -4619562.500000 Penalty: 3470.179932
	Iteration 61Q: 3 clusters Score -4619562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -4619560.500000 Penalty: 3470.179932
	Iteration 62Q: 3 clusters Score -4619560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4619564.000000 Penalty: 3470.179932
	Iteration 63Q: 3 clusters Score -4619564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -4619562.000000 Penalty: 3470.179932
	Iteration 64Q: 3 clusters Score -4619562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4619568.000000 Penalty: 3470.179932
	Iteration 65Q: 3 clusters Score -4619568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -4619568.000000 Penalty: 3470.179932
	Iteration 66Q: 3 clusters Score -4619568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4619573.500000 Penalty: 3470.179932
	Iteration 67Q: 3 clusters Score -4619574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -4619573.000000 Penalty: 3470.179932
	Iteration 68Q: 3 clusters Score -4619573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4619570.000000 Penalty: 3470.179932
	Iteration 69Q: 3 clusters Score -4619570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4619572.000000 Penalty: 3470.179932
	Iteration 70Q: 3 clusters Score -4619572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -4619570.000000 Penalty: 3470.179932
	Iteration 71Q: 3 clusters Score -4619570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4619570.500000 Penalty: 3470.179932
	Iteration 72Q: 3 clusters Score -4619570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -4619568.000000 Penalty: 3470.179932
	Iteration 73Q: 3 clusters Score -4619568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4619569.500000 Penalty: 3470.179932
	Iteration 74Q: 3 clusters Score -4619570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4619567.000000 Penalty: 3470.179932
	Iteration 75Q: 3 clusters Score -4619567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4619567.500000 Penalty: 3470.179932
	Iteration 76Q: 3 clusters Score -4619568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4619567.500000 Penalty: 3470.179932
	Iteration 77Q: 3 clusters Score -4619568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -4619574.500000 Penalty: 3470.179932
	Iteration 78Q: 3 clusters Score -4619574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -4619573.000000 Penalty: 3470.179932
	Iteration 79Q: 3 clusters Score -4619573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4619572.500000 Penalty: 3470.179932
	Iteration 80F: 3 clusters Score -4619572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -4619570.500000 Penalty: 3470.179932
	Iteration 81Q: 3 clusters Score -4619570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -4619574.500000 Penalty: 3470.179932
	Iteration 82Q: 3 clusters Score -4619574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -4619571.500000 Penalty: 3470.179932
	Iteration 83Q: 3 clusters Score -4619572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4619573.000000 Penalty: 3470.179932
	Iteration 84Q: 3 clusters Score -4619573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4619573.000000 Penalty: 3470.179932
	Iteration 85F: 3 clusters Score -4619573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -92334.914062 Penalty: 1108.607056
	Iteration 0F: 2 clusters Score -92334.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90972.531250 Penalty: 2217.214111
	Iteration 0F: 3 clusters Score -90972.53 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91231.500000 Penalty: 2217.214111
	Iteration 1F: 3 clusters Score -91231.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91316.789062 Penalty: 2217.214111
	Iteration 2F: 3 clusters Score -91316.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91404.367188 Penalty: 2217.214111
	Iteration 3F: 3 clusters Score -91404.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91465.843750 Penalty: 2217.214111
	Iteration 4Q: 3 clusters Score -91465.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91546.367188 Penalty: 2217.214111
	Iteration 5Q: 3 clusters Score -91546.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91628.367188 Penalty: 2217.214111
	Iteration 6Q: 3 clusters Score -91628.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91741.210938 Penalty: 2217.214111
	Iteration 7Q: 3 clusters Score -91741.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91890.945312 Penalty: 2217.214111
	Iteration 8F: 3 clusters Score -91890.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92113.234375 Penalty: 2217.214111
	Iteration 9F: 3 clusters Score -92113.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92241.421875 Penalty: 2217.214111
	Iteration 10F: 3 clusters Score -92241.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92309.265625 Penalty: 2217.214111
	Iteration 11Q: 3 clusters Score -92309.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92343.335938 Penalty: 2217.214111
	Iteration 12Q: 3 clusters Score -92343.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92368.500000 Penalty: 2217.214111
	Iteration 13Q: 3 clusters Score -92368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92386.132812 Penalty: 2217.214111
	Iteration 14Q: 3 clusters Score -92386.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92403.687500 Penalty: 2217.214111
	Iteration 15Q: 3 clusters Score -92403.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92424.148438 Penalty: 2217.214111
	Iteration 16Q: 3 clusters Score -92424.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92449.007812 Penalty: 2217.214111
	Iteration 17Q: 3 clusters Score -92449.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92469.250000 Penalty: 2217.214111
	Iteration 18Q: 3 clusters Score -92469.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92481.171875 Penalty: 2217.214111
	Iteration 19Q: 3 clusters Score -92481.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92508.085938 Penalty: 2217.214111
	Iteration 20F: 3 clusters Score -92508.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92552.835938 Penalty: 2217.214111
	Iteration 21Q: 3 clusters Score -92552.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92567.789062 Penalty: 2217.214111
	Iteration 22Q: 3 clusters Score -92567.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92571.585938 Penalty: 2217.214111
	Iteration 23Q: 3 clusters Score -92571.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92571.585938 Penalty: 2217.214111
	Iteration 24F: 3 clusters Score -92571.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 48469 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 38522 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 52188 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 34106 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 240638 members 
Mstep: Class 17 contains 45337 members 
Mstep: Class 18 contains 62213 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44934 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
Score: -70195864.000000 Penalty: 45823.691406
Splitting cluster 2 changes total score from -70196632.000000 to -70195864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -391282.468750 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -391282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -387927.250000 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -387927.2 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -388903.531250 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -388903.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -389167.656250 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -389167.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -389453.093750 Penalty: 2694.345215
	Iteration 3F: 3 clusters Score -389453.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -389794.968750 Penalty: 2694.345215
	Iteration 4F: 3 clusters Score -389795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -390019.937500 Penalty: 2694.345215
	Iteration 5F: 3 clusters Score -390019.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -390141.750000 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -390141.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -390218.562500 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -390218.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -390270.031250 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -390270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -390316.625000 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -390316.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -390364.968750 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -390365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -390406.156250 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -390406.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -390457.437500 Penalty: 2694.345215
	Iteration 12Q: 3 clusters Score -390457.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -390504.531250 Penalty: 2694.345215
	Iteration 13Q: 3 clusters Score -390504.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -390542.687500 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -390542.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -390573.031250 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -390573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -390609.812500 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -390609.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390653.250000 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -390653.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -390698.750000 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -390698.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -390741.468750 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -390741.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390782.375000 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -390782.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -390832.843750 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -390832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -390874.937500 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -390874.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -390916.593750 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -390916.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -390954.687500 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -390954.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -390980.218750 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -390980.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -390999.656250 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -390999.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -391025.218750 Penalty: 2694.345215
	Iteration 27Q: 3 clusters Score -391025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -391044.718750 Penalty: 2694.345215
	Iteration 28Q: 3 clusters Score -391044.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -391058.500000 Penalty: 2694.345215
	Iteration 29Q: 3 clusters Score -391058.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -391069.406250 Penalty: 2694.345215
	Iteration 30Q: 3 clusters Score -391069.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -391081.937500 Penalty: 2694.345215
	Iteration 31Q: 3 clusters Score -391081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -391097.406250 Penalty: 2694.345215
	Iteration 32Q: 3 clusters Score -391097.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -391119.718750 Penalty: 2694.345215
	Iteration 33Q: 3 clusters Score -391119.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -391158.500000 Penalty: 2694.345215
	Iteration 34Q: 3 clusters Score -391158.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -391276.750000 Penalty: 2694.345215
	Iteration 35Q: 3 clusters Score -391276.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -391424.093750 Penalty: 2694.345215
	Iteration 36Q: 3 clusters Score -391424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -391481.750000 Penalty: 2694.345215
	Iteration 37Q: 3 clusters Score -391481.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -391493.687500 Penalty: 2694.345215
	Iteration 38Q: 3 clusters Score -391493.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -391499.062500 Penalty: 2694.345215
	Iteration 39Q: 3 clusters Score -391499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -391500.156250 Penalty: 2694.345215
	Iteration 40F: 3 clusters Score -391500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -391500.375000 Penalty: 2694.345215
	Iteration 41Q: 3 clusters Score -391500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -391501.187500 Penalty: 2694.345215
	Iteration 42Q: 3 clusters Score -391501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -391501.281250 Penalty: 2694.345215
	Iteration 43Q: 3 clusters Score -391501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -391501.187500 Penalty: 2694.345215
	Iteration 44Q: 3 clusters Score -391501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -391501.187500 Penalty: 2694.345215
	Iteration 45F: 3 clusters Score -391501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 48469 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 38522 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 52188 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 34106 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 240638 members 
Mstep: Class 17 contains 45337 members 
Mstep: Class 18 contains 62213 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44934 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
Score: -70195952.000000 Penalty: 45823.691406
Splitting cluster 3 changes total score from -70196632.000000 to -70195952.000000
So it's not getting split.
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: -37187.679688 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -37187.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36252.785156 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -36252.79 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36453.394531 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -36453.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36543.445312 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -36543.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36604.476562 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -36604.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36642.679688 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -36642.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36666.156250 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -36666.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36675.339844 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -36675.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36695.714844 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -36695.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36703.964844 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -36703.96 nChanged 5
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: -36708.621094 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -36708.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36712.445312 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -36712.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36716.128906 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -36716.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36722.589844 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -36722.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36725.808594 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -36725.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36728.125000 Penalty: 1989.096680
	Iteration 14Q: 3 clusters Score -36728.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36730.113281 Penalty: 1989.096680
	Iteration 15Q: 3 clusters Score -36730.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36731.445312 Penalty: 1989.096680
	Iteration 16Q: 3 clusters Score -36731.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36735.082031 Penalty: 1989.096680
	Iteration 17Q: 3 clusters Score -36735.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36738.464844 Penalty: 1989.096680
	Iteration 18Q: 3 clusters Score -36738.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36742.914062 Penalty: 1989.096680
	Iteration 19Q: 3 clusters Score -36742.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36754.738281 Penalty: 1989.096680
	Iteration 20F: 3 clusters Score -36754.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36757.593750 Penalty: 1989.096680
	Iteration 21Q: 3 clusters Score -36757.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36763.804688 Penalty: 1989.096680
	Iteration 22Q: 3 clusters Score -36763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36797.109375 Penalty: 1989.096680
	Iteration 23Q: 3 clusters Score -36797.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36800.898438 Penalty: 1989.096680
	Iteration 24Q: 3 clusters Score -36800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36802.695312 Penalty: 1989.096680
	Iteration 25Q: 3 clusters Score -36802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36806.042969 Penalty: 1989.096680
	Iteration 26Q: 3 clusters Score -36806.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36806.042969 Penalty: 1989.096680
	Iteration 27F: 3 clusters Score -36806.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Entering Unmasked Estep 
Score: -812062.750000 Penalty: 1456.159424
	Iteration 0F: 2 clusters Score -812062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -806353.312500 Penalty: 2912.318848
	Iteration 0F: 3 clusters Score -806353.3 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -808245.562500 Penalty: 2912.318848
	Iteration 1F: 3 clusters Score -808245.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -808647.625000 Penalty: 2912.318848
	Iteration 2F: 3 clusters Score -808647.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -809070.562500 Penalty: 2912.318848
	Iteration 3F: 3 clusters Score -809070.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -809451.250000 Penalty: 2912.318848
	Iteration 4F: 3 clusters Score -809451.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -809811.687500 Penalty: 2912.318848
	Iteration 5F: 3 clusters Score -809811.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -810130.437500 Penalty: 2912.318848
	Iteration 6F: 3 clusters Score -810130.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -810381.625000 Penalty: 2912.318848
	Iteration 7Q: 3 clusters Score -810381.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -810585.500000 Penalty: 2912.318848
	Iteration 8Q: 3 clusters Score -810585.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -810724.750000 Penalty: 2912.318848
	Iteration 9Q: 3 clusters Score -810724.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -810792.312500 Penalty: 2912.318848
	Iteration 10Q: 3 clusters Score -810792.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -810827.500000 Penalty: 2912.318848
	Iteration 11Q: 3 clusters Score -810827.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -810843.250000 Penalty: 2912.318848
	Iteration 12Q: 3 clusters Score -810843.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -810856.625000 Penalty: 2912.318848
	Iteration 13Q: 3 clusters Score -810856.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -810867.562500 Penalty: 2912.318848
	Iteration 14Q: 3 clusters Score -810867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -810874.250000 Penalty: 2912.318848
	Iteration 15Q: 3 clusters Score -810874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -810882.187500 Penalty: 2912.318848
	Iteration 16Q: 3 clusters Score -810882.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -810887.437500 Penalty: 2912.318848
	Iteration 17Q: 3 clusters Score -810887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -810887.812500 Penalty: 2912.318848
	Iteration 18Q: 3 clusters Score -810887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -810890.937500 Penalty: 2912.318848
	Iteration 19Q: 3 clusters Score -810890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -810895.000000 Penalty: 2912.318848
	Iteration 20F: 3 clusters Score -810895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -810895.437500 Penalty: 2912.318848
	Iteration 21Q: 3 clusters Score -810895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -810900.000000 Penalty: 2912.318848
	Iteration 22Q: 3 clusters Score -810900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -810900.937500 Penalty: 2912.318848
	Iteration 23Q: 3 clusters Score -810900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -810903.000000 Penalty: 2912.318848
	Iteration 24Q: 3 clusters Score -810903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -810903.812500 Penalty: 2912.318848
	Iteration 25Q: 3 clusters Score -810903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -810905.812500 Penalty: 2912.318848
	Iteration 26Q: 3 clusters Score -810905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -810906.937500 Penalty: 2912.318848
	Iteration 27Q: 3 clusters Score -810906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -810909.375000 Penalty: 2912.318848
	Iteration 28Q: 3 clusters Score -810909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -810910.500000 Penalty: 2912.318848
	Iteration 29Q: 3 clusters Score -810910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -810910.937500 Penalty: 2912.318848
	Iteration 30Q: 3 clusters Score -810910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -810912.812500 Penalty: 2912.318848
	Iteration 31Q: 3 clusters Score -810912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -810915.625000 Penalty: 2912.318848
	Iteration 32Q: 3 clusters Score -810915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -810915.625000 Penalty: 2912.318848
	Iteration 33Q: 3 clusters Score -810915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -810917.000000 Penalty: 2912.318848
	Iteration 34Q: 3 clusters Score -810917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -810916.437500 Penalty: 2912.318848
	Iteration 35Q: 3 clusters Score -810916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -810916.062500 Penalty: 2912.318848
	Iteration 36Q: 3 clusters Score -810916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -810916.125000 Penalty: 2912.318848
	Iteration 37Q: 3 clusters Score -810916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -810917.250000 Penalty: 2912.318848
	Iteration 38Q: 3 clusters Score -810917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -810918.812500 Penalty: 2912.318848
	Iteration 39Q: 3 clusters Score -810918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -810918.187500 Penalty: 2912.318848
	Iteration 40F: 3 clusters Score -810918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Entering Unmasked Estep 
Score: -5144031.000000 Penalty: 1753.160522
	Iteration 0F: 2 clusters Score -5144031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5111616.500000 Penalty: 3506.321045
	Iteration 0F: 3 clusters Score -5111616 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5124560.000000 Penalty: 3506.321045
	Iteration 1F: 3 clusters Score -5124560 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5125189.000000 Penalty: 3506.321045
	Iteration 2Q: 3 clusters Score -5125189 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5125918.500000 Penalty: 3506.321045
	Iteration 3Q: 3 clusters Score -5125918 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5126741.500000 Penalty: 3506.321045
	Iteration 4Q: 3 clusters Score -5126742 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5127808.500000 Penalty: 3506.321045
	Iteration 5Q: 3 clusters Score -5127808 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5129292.000000 Penalty: 3506.321045
	Iteration 6F: 3 clusters Score -5129292 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5131241.500000 Penalty: 3506.321045
	Iteration 7F: 3 clusters Score -5131242 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5133494.000000 Penalty: 3506.321045
	Iteration 8F: 3 clusters Score -5133494 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -5135351.000000 Penalty: 3506.321045
	Iteration 9F: 3 clusters Score -5135351 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5136343.000000 Penalty: 3506.321045
	Iteration 10Q: 3 clusters Score -5136343 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5136833.000000 Penalty: 3506.321045
	Iteration 11Q: 3 clusters Score -5136833 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5137145.500000 Penalty: 3506.321045
	Iteration 12Q: 3 clusters Score -5137146 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5137384.000000 Penalty: 3506.321045
	Iteration 13Q: 3 clusters Score -5137384 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5137600.500000 Penalty: 3506.321045
	Iteration 14Q: 3 clusters Score -5137600 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -5137884.500000 Penalty: 3506.321045
	Iteration 15Q: 3 clusters Score -5137884 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5138158.500000 Penalty: 3506.321045
	Iteration 16Q: 3 clusters Score -5138158 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5138355.000000 Penalty: 3506.321045
	Iteration 17Q: 3 clusters Score -5138355 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5138589.500000 Penalty: 3506.321045
	Iteration 18Q: 3 clusters Score -5138590 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -5138811.500000 Penalty: 3506.321045
	Iteration 19Q: 3 clusters Score -5138812 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5139006.000000 Penalty: 3506.321045
	Iteration 20F: 3 clusters Score -5139006 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5139215.000000 Penalty: 3506.321045
	Iteration 21Q: 3 clusters Score -5139215 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5139413.500000 Penalty: 3506.321045
	Iteration 22Q: 3 clusters Score -5139414 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -5139645.500000 Penalty: 3506.321045
	Iteration 23Q: 3 clusters Score -5139646 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5139801.500000 Penalty: 3506.321045
	Iteration 24Q: 3 clusters Score -5139802 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5140021.500000 Penalty: 3506.321045
	Iteration 25Q: 3 clusters Score -5140022 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5140191.500000 Penalty: 3506.321045
	Iteration 26Q: 3 clusters Score -5140192 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5140392.000000 Penalty: 3506.321045
	Iteration 27Q: 3 clusters Score -5140392 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5140604.000000 Penalty: 3506.321045
	Iteration 28Q: 3 clusters Score -5140604 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5140770.000000 Penalty: 3506.321045
	Iteration 29Q: 3 clusters Score -5140770 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5140914.500000 Penalty: 3506.321045
	Iteration 30Q: 3 clusters Score -5140914 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5141071.500000 Penalty: 3506.321045
	Iteration 31Q: 3 clusters Score -5141072 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5141225.000000 Penalty: 3506.321045
	Iteration 32Q: 3 clusters Score -5141225 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5141371.500000 Penalty: 3506.321045
	Iteration 33Q: 3 clusters Score -5141372 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5141504.500000 Penalty: 3506.321045
	Iteration 34Q: 3 clusters Score -5141504 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5141651.000000 Penalty: 3506.321045
	Iteration 35Q: 3 clusters Score -5141651 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5141826.500000 Penalty: 3506.321045
	Iteration 36Q: 3 clusters Score -5141826 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5141930.000000 Penalty: 3506.321045
	Iteration 37Q: 3 clusters Score -5141930 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5142028.000000 Penalty: 3506.321045
	Iteration 38Q: 3 clusters Score -5142028 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5142115.000000 Penalty: 3506.321045
	Iteration 39Q: 3 clusters Score -5142115 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5142180.000000 Penalty: 3506.321045
	Iteration 40F: 3 clusters Score -5142180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5142237.500000 Penalty: 3506.321045
	Iteration 41Q: 3 clusters Score -5142238 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5142286.500000 Penalty: 3506.321045
	Iteration 42Q: 3 clusters Score -5142286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5142333.500000 Penalty: 3506.321045
	Iteration 43Q: 3 clusters Score -5142334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5142369.000000 Penalty: 3506.321045
	Iteration 44Q: 3 clusters Score -5142369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5142391.500000 Penalty: 3506.321045
	Iteration 45Q: 3 clusters Score -5142392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5142419.000000 Penalty: 3506.321045
	Iteration 46Q: 3 clusters Score -5142419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5142448.000000 Penalty: 3506.321045
	Iteration 47Q: 3 clusters Score -5142448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5142458.500000 Penalty: 3506.321045
	Iteration 48Q: 3 clusters Score -5142458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5142478.000000 Penalty: 3506.321045
	Iteration 49Q: 3 clusters Score -5142478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5142492.000000 Penalty: 3506.321045
	Iteration 50Q: 3 clusters Score -5142492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5142502.000000 Penalty: 3506.321045
	Iteration 51Q: 3 clusters Score -5142502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5142513.500000 Penalty: 3506.321045
	Iteration 52Q: 3 clusters Score -5142514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5142512.500000 Penalty: 3506.321045
	Iteration 53Q: 3 clusters Score -5142512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5142525.000000 Penalty: 3506.321045
	Iteration 54Q: 3 clusters Score -5142525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5142526.000000 Penalty: 3506.321045
	Iteration 55Q: 3 clusters Score -5142526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5142531.500000 Penalty: 3506.321045
	Iteration 56Q: 3 clusters Score -5142532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5142538.000000 Penalty: 3506.321045
	Iteration 57Q: 3 clusters Score -5142538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5142538.000000 Penalty: 3506.321045
	Iteration 58Q: 3 clusters Score -5142538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5142539.500000 Penalty: 3506.321045
	Iteration 59Q: 3 clusters Score -5142540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5142538.500000 Penalty: 3506.321045
	Iteration 60F: 3 clusters Score -5142538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5142538.000000 Penalty: 3506.321045
	Iteration 61Q: 3 clusters Score -5142538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5142536.000000 Penalty: 3506.321045
	Iteration 62Q: 3 clusters Score -5142536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5142542.500000 Penalty: 3506.321045
	Iteration 63Q: 3 clusters Score -5142542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5142552.000000 Penalty: 3506.321045
	Iteration 64Q: 3 clusters Score -5142552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5142550.000000 Penalty: 3506.321045
	Iteration 65Q: 3 clusters Score -5142550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5142561.000000 Penalty: 3506.321045
	Iteration 66Q: 3 clusters Score -5142561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5142564.000000 Penalty: 3506.321045
	Iteration 67Q: 3 clusters Score -5142564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5142560.000000 Penalty: 3506.321045
	Iteration 68Q: 3 clusters Score -5142560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5142563.500000 Penalty: 3506.321045
	Iteration 69Q: 3 clusters Score -5142564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5142565.500000 Penalty: 3506.321045
	Iteration 70Q: 3 clusters Score -5142566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5142567.500000 Penalty: 3506.321045
	Iteration 71Q: 3 clusters Score -5142568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5142576.000000 Penalty: 3506.321045
	Iteration 72Q: 3 clusters Score -5142576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5142582.500000 Penalty: 3506.321045
	Iteration 73Q: 3 clusters Score -5142582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5142582.000000 Penalty: 3506.321045
	Iteration 74Q: 3 clusters Score -5142582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5142580.000000 Penalty: 3506.321045
	Iteration 75Q: 3 clusters Score -5142580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5142582.000000 Penalty: 3506.321045
	Iteration 76Q: 3 clusters Score -5142582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5142584.500000 Penalty: 3506.321045
	Iteration 77Q: 3 clusters Score -5142584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5142580.500000 Penalty: 3506.321045
	Iteration 78Q: 3 clusters Score -5142580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5142581.000000 Penalty: 3506.321045
	Iteration 79Q: 3 clusters Score -5142581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5142585.000000 Penalty: 3506.321045
	Iteration 80F: 3 clusters Score -5142585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5142593.500000 Penalty: 3506.321045
	Iteration 81Q: 3 clusters Score -5142594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5142595.500000 Penalty: 3506.321045
	Iteration 82Q: 3 clusters Score -5142596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5142598.000000 Penalty: 3506.321045
	Iteration 83Q: 3 clusters Score -5142598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5142599.000000 Penalty: 3506.321045
	Iteration 84Q: 3 clusters Score -5142599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5142601.500000 Penalty: 3506.321045
	Iteration 85Q: 3 clusters Score -5142602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5142599.000000 Penalty: 3506.321045
	Iteration 86Q: 3 clusters Score -5142599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5142604.000000 Penalty: 3506.321045
	Iteration 87Q: 3 clusters Score -5142604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5142603.000000 Penalty: 3506.321045
	Iteration 88Q: 3 clusters Score -5142603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5142603.000000 Penalty: 3506.321045
	Iteration 89F: 3 clusters Score -5142603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Entering Unmasked Estep 
Score: -4214277.000000 Penalty: 1719.612671
	Iteration 0F: 2 clusters Score -4214277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4188014.000000 Penalty: 3439.225342
	Iteration 0F: 3 clusters Score -4188014 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4198243.500000 Penalty: 3439.225342
	Iteration 1F: 3 clusters Score -4198244 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4198887.000000 Penalty: 3439.225342
	Iteration 2Q: 3 clusters Score -4198887 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -4199785.500000 Penalty: 3439.225342
	Iteration 3F: 3 clusters Score -4199786 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4201324.500000 Penalty: 3439.225342
	Iteration 4F: 3 clusters Score -4201324 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4203663.000000 Penalty: 3439.225342
	Iteration 5F: 3 clusters Score -4203663 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4206527.000000 Penalty: 3439.225342
	Iteration 6F: 3 clusters Score -4206527 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4209170.500000 Penalty: 3439.225342
	Iteration 7F: 3 clusters Score -4209170 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4210898.000000 Penalty: 3439.225342
	Iteration 8Q: 3 clusters Score -4210898 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4211724.000000 Penalty: 3439.225342
	Iteration 9Q: 3 clusters Score -4211724 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4212061.500000 Penalty: 3439.225342
	Iteration 10Q: 3 clusters Score -4212062 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4212214.000000 Penalty: 3439.225342
	Iteration 11Q: 3 clusters Score -4212214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4212358.500000 Penalty: 3439.225342
	Iteration 12Q: 3 clusters Score -4212358 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4212464.000000 Penalty: 3439.225342
	Iteration 13Q: 3 clusters Score -4212464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4212534.000000 Penalty: 3439.225342
	Iteration 14Q: 3 clusters Score -4212534 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4212588.000000 Penalty: 3439.225342
	Iteration 15Q: 3 clusters Score -4212588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4212628.500000 Penalty: 3439.225342
	Iteration 16Q: 3 clusters Score -4212628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4212656.500000 Penalty: 3439.225342
	Iteration 17Q: 3 clusters Score -4212656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4212687.500000 Penalty: 3439.225342
	Iteration 18Q: 3 clusters Score -4212688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4212735.500000 Penalty: 3439.225342
	Iteration 19Q: 3 clusters Score -4212736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4212765.000000 Penalty: 3439.225342
	Iteration 20F: 3 clusters Score -4212765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4212793.500000 Penalty: 3439.225342
	Iteration 21Q: 3 clusters Score -4212794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4212813.000000 Penalty: 3439.225342
	Iteration 22Q: 3 clusters Score -4212813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4212815.000000 Penalty: 3439.225342
	Iteration 23Q: 3 clusters Score -4212815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4212833.000000 Penalty: 3439.225342
	Iteration 24Q: 3 clusters Score -4212833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4212833.500000 Penalty: 3439.225342
	Iteration 25Q: 3 clusters Score -4212834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4212840.500000 Penalty: 3439.225342
	Iteration 26Q: 3 clusters Score -4212840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4212845.000000 Penalty: 3439.225342
	Iteration 27Q: 3 clusters Score -4212845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4212842.500000 Penalty: 3439.225342
	Iteration 28Q: 3 clusters Score -4212842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4212843.000000 Penalty: 3439.225342
	Iteration 29Q: 3 clusters Score -4212843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4212847.000000 Penalty: 3439.225342
	Iteration 30Q: 3 clusters Score -4212847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4212856.500000 Penalty: 3439.225342
	Iteration 31Q: 3 clusters Score -4212856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4212855.500000 Penalty: 3439.225342
	Iteration 32Q: 3 clusters Score -4212856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4212856.500000 Penalty: 3439.225342
	Iteration 33Q: 3 clusters Score -4212856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4212856.000000 Penalty: 3439.225342
	Iteration 34Q: 3 clusters Score -4212856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4212867.500000 Penalty: 3439.225342
	Iteration 35Q: 3 clusters Score -4212868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4212873.500000 Penalty: 3439.225342
	Iteration 36Q: 3 clusters Score -4212874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4212873.500000 Penalty: 3439.225342
	Iteration 37Q: 3 clusters Score -4212874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4212870.000000 Penalty: 3439.225342
	Iteration 38Q: 3 clusters Score -4212870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4212883.500000 Penalty: 3439.225342
	Iteration 39Q: 3 clusters Score -4212884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4212876.500000 Penalty: 3439.225342
	Iteration 40F: 3 clusters Score -4212876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4212879.000000 Penalty: 3439.225342
	Iteration 41Q: 3 clusters Score -4212879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4212885.500000 Penalty: 3439.225342
	Iteration 42Q: 3 clusters Score -4212886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4212888.500000 Penalty: 3439.225342
	Iteration 43Q: 3 clusters Score -4212888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4212887.000000 Penalty: 3439.225342
	Iteration 44Q: 3 clusters Score -4212887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4212892.000000 Penalty: 3439.225342
	Iteration 45Q: 3 clusters Score -4212892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4212895.000000 Penalty: 3439.225342
	Iteration 46Q: 3 clusters Score -4212895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4212898.000000 Penalty: 3439.225342
	Iteration 47Q: 3 clusters Score -4212898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4212905.500000 Penalty: 3439.225342
	Iteration 48Q: 3 clusters Score -4212906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4212908.500000 Penalty: 3439.225342
	Iteration 49Q: 3 clusters Score -4212908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4212917.500000 Penalty: 3439.225342
	Iteration 50Q: 3 clusters Score -4212918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4212918.500000 Penalty: 3439.225342
	Iteration 51Q: 3 clusters Score -4212918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4212910.000000 Penalty: 3439.225342
	Iteration 52Q: 3 clusters Score -4212910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4212920.000000 Penalty: 3439.225342
	Iteration 53Q: 3 clusters Score -4212920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4212923.000000 Penalty: 3439.225342
	Iteration 54Q: 3 clusters Score -4212923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4212921.500000 Penalty: 3439.225342
	Iteration 55Q: 3 clusters Score -4212922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4212922.500000 Penalty: 3439.225342
	Iteration 56Q: 3 clusters Score -4212922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4212924.500000 Penalty: 3439.225342
	Iteration 57Q: 3 clusters Score -4212924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4212924.500000 Penalty: 3439.225342
	Iteration 58Q: 3 clusters Score -4212924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4212930.500000 Penalty: 3439.225342
	Iteration 59Q: 3 clusters Score -4212930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4212927.000000 Penalty: 3439.225342
	Iteration 60F: 3 clusters Score -4212927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4212931.500000 Penalty: 3439.225342
	Iteration 61Q: 3 clusters Score -4212932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4212930.000000 Penalty: 3439.225342
	Iteration 62Q: 3 clusters Score -4212930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4212932.000000 Penalty: 3439.225342
	Iteration 63Q: 3 clusters Score -4212932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4212930.500000 Penalty: 3439.225342
	Iteration 64Q: 3 clusters Score -4212930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4212930.500000 Penalty: 3439.225342
	Iteration 65F: 3 clusters Score -4212930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Entering Unmasked Estep 
Score: -3941362.000000 Penalty: 1715.835083
	Iteration 0F: 2 clusters Score -3941362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3915589.750000 Penalty: 3431.670166
	Iteration 0F: 3 clusters Score -3915590 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3925459.750000 Penalty: 3431.670166
	Iteration 1F: 3 clusters Score -3925460 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3925861.000000 Penalty: 3431.670166
	Iteration 2Q: 3 clusters Score -3925861 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3926437.500000 Penalty: 3431.670166
	Iteration 3Q: 3 clusters Score -3926438 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3927220.750000 Penalty: 3431.670166
	Iteration 4Q: 3 clusters Score -3927221 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3928298.750000 Penalty: 3431.670166
	Iteration 5Q: 3 clusters Score -3928299 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3929844.500000 Penalty: 3431.670166
	Iteration 6F: 3 clusters Score -3929844 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3931723.750000 Penalty: 3431.670166
	Iteration 7F: 3 clusters Score -3931724 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3933708.750000 Penalty: 3431.670166
	Iteration 8F: 3 clusters Score -3933709 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3935488.000000 Penalty: 3431.670166
	Iteration 9F: 3 clusters Score -3935488 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -3936834.000000 Penalty: 3431.670166
	Iteration 10Q: 3 clusters Score -3936834 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3937799.500000 Penalty: 3431.670166
	Iteration 11Q: 3 clusters Score -3937800 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3938494.250000 Penalty: 3431.670166
	Iteration 12Q: 3 clusters Score -3938494 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3939047.750000 Penalty: 3431.670166
	Iteration 13Q: 3 clusters Score -3939048 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -3939434.000000 Penalty: 3431.670166
	Iteration 14Q: 3 clusters Score -3939434 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3939682.500000 Penalty: 3431.670166
	Iteration 15Q: 3 clusters Score -3939682 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3939873.000000 Penalty: 3431.670166
	Iteration 16Q: 3 clusters Score -3939873 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -3940020.500000 Penalty: 3431.670166
	Iteration 17Q: 3 clusters Score -3940020 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -3940135.250000 Penalty: 3431.670166
	Iteration 18Q: 3 clusters Score -3940135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3940222.750000 Penalty: 3431.670166
	Iteration 19Q: 3 clusters Score -3940223 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3940314.500000 Penalty: 3431.670166
	Iteration 20F: 3 clusters Score -3940314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -3940385.000000 Penalty: 3431.670166
	Iteration 21Q: 3 clusters Score -3940385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3940440.250000 Penalty: 3431.670166
	Iteration 22Q: 3 clusters Score -3940440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3940464.250000 Penalty: 3431.670166
	Iteration 23Q: 3 clusters Score -3940464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -3940478.250000 Penalty: 3431.670166
	Iteration 24Q: 3 clusters Score -3940478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3940500.000000 Penalty: 3431.670166
	Iteration 25Q: 3 clusters Score -3940500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -3940513.000000 Penalty: 3431.670166
	Iteration 26Q: 3 clusters Score -3940513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3940529.250000 Penalty: 3431.670166
	Iteration 27Q: 3 clusters Score -3940529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -3940553.500000 Penalty: 3431.670166
	Iteration 28Q: 3 clusters Score -3940554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3940572.500000 Penalty: 3431.670166
	Iteration 29Q: 3 clusters Score -3940572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3940586.250000 Penalty: 3431.670166
	Iteration 30Q: 3 clusters Score -3940586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3940597.500000 Penalty: 3431.670166
	Iteration 31Q: 3 clusters Score -3940598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -3940607.000000 Penalty: 3431.670166
	Iteration 32Q: 3 clusters Score -3940607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -3940611.500000 Penalty: 3431.670166
	Iteration 33Q: 3 clusters Score -3940612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -3940614.500000 Penalty: 3431.670166
	Iteration 34Q: 3 clusters Score -3940614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3940616.000000 Penalty: 3431.670166
	Iteration 35Q: 3 clusters Score -3940616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -3940624.500000 Penalty: 3431.670166
	Iteration 36Q: 3 clusters Score -3940624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3940630.000000 Penalty: 3431.670166
	Iteration 37Q: 3 clusters Score -3940630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3940630.500000 Penalty: 3431.670166
	Iteration 38Q: 3 clusters Score -3940630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3940635.000000 Penalty: 3431.670166
	Iteration 39Q: 3 clusters Score -3940635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -3940633.750000 Penalty: 3431.670166
	Iteration 40F: 3 clusters Score -3940634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -3940638.000000 Penalty: 3431.670166
	Iteration 41Q: 3 clusters Score -3940638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -3940645.000000 Penalty: 3431.670166
	Iteration 42Q: 3 clusters Score -3940645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3940647.750000 Penalty: 3431.670166
	Iteration 43Q: 3 clusters Score -3940648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3940645.000000 Penalty: 3431.670166
	Iteration 44Q: 3 clusters Score -3940645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3940644.500000 Penalty: 3431.670166
	Iteration 45Q: 3 clusters Score -3940644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3940648.000000 Penalty: 3431.670166
	Iteration 46Q: 3 clusters Score -3940648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -3940645.750000 Penalty: 3431.670166
	Iteration 47Q: 3 clusters Score -3940646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3940647.500000 Penalty: 3431.670166
	Iteration 48Q: 3 clusters Score -3940648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3940647.500000 Penalty: 3431.670166
	Iteration 49F: 3 clusters Score -3940648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -766743.250000 Penalty: 1449.975342
	Iteration 0F: 2 clusters Score -766743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -761186.062500 Penalty: 2899.950684
	Iteration 0F: 3 clusters Score -761186.1 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -762939.812500 Penalty: 2899.950684
	Iteration 1F: 3 clusters Score -762939.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -763298.875000 Penalty: 2899.950684
	Iteration 2F: 3 clusters Score -763298.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -763653.625000 Penalty: 2899.950684
	Iteration 3F: 3 clusters Score -763653.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -764012.250000 Penalty: 2899.950684
	Iteration 4F: 3 clusters Score -764012.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -764361.125000 Penalty: 2899.950684
	Iteration 5F: 3 clusters Score -764361.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -764683.750000 Penalty: 2899.950684
	Iteration 6F: 3 clusters Score -764683.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -764935.687500 Penalty: 2899.950684
	Iteration 7F: 3 clusters Score -764935.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -765090.812500 Penalty: 2899.950684
	Iteration 8Q: 3 clusters Score -765090.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -765187.937500 Penalty: 2899.950684
	Iteration 9Q: 3 clusters Score -765187.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -765251.437500 Penalty: 2899.950684
	Iteration 10Q: 3 clusters Score -765251.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -765298.937500 Penalty: 2899.950684
	Iteration 11Q: 3 clusters Score -765298.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -765331.062500 Penalty: 2899.950684
	Iteration 12Q: 3 clusters Score -765331.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -765355.875000 Penalty: 2899.950684
	Iteration 13Q: 3 clusters Score -765355.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -765376.375000 Penalty: 2899.950684
	Iteration 14Q: 3 clusters Score -765376.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -765392.187500 Penalty: 2899.950684
	Iteration 15Q: 3 clusters Score -765392.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -765401.625000 Penalty: 2899.950684
	Iteration 16Q: 3 clusters Score -765401.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -765405.687500 Penalty: 2899.950684
	Iteration 17Q: 3 clusters Score -765405.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -765410.125000 Penalty: 2899.950684
	Iteration 18Q: 3 clusters Score -765410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -765413.625000 Penalty: 2899.950684
	Iteration 19Q: 3 clusters Score -765413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -765417.312500 Penalty: 2899.950684
	Iteration 20F: 3 clusters Score -765417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -765420.437500 Penalty: 2899.950684
	Iteration 21Q: 3 clusters Score -765420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -765421.312500 Penalty: 2899.950684
	Iteration 22Q: 3 clusters Score -765421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -765424.437500 Penalty: 2899.950684
	Iteration 23Q: 3 clusters Score -765424.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -765428.062500 Penalty: 2899.950684
	Iteration 24Q: 3 clusters Score -765428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -765431.937500 Penalty: 2899.950684
	Iteration 25Q: 3 clusters Score -765431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -765437.875000 Penalty: 2899.950684
	Iteration 26Q: 3 clusters Score -765437.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -765445.187500 Penalty: 2899.950684
	Iteration 27Q: 3 clusters Score -765445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -765448.875000 Penalty: 2899.950684
	Iteration 28Q: 3 clusters Score -765448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -765455.187500 Penalty: 2899.950684
	Iteration 29Q: 3 clusters Score -765455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -765456.437500 Penalty: 2899.950684
	Iteration 30Q: 3 clusters Score -765456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -765458.687500 Penalty: 2899.950684
	Iteration 31Q: 3 clusters Score -765458.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -765461.000000 Penalty: 2899.950684
	Iteration 32Q: 3 clusters Score -765461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -765462.875000 Penalty: 2899.950684
	Iteration 33Q: 3 clusters Score -765462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -765466.437500 Penalty: 2899.950684
	Iteration 34Q: 3 clusters Score -765466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -765467.562500 Penalty: 2899.950684
	Iteration 35Q: 3 clusters Score -765467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -765468.000000 Penalty: 2899.950684
	Iteration 36Q: 3 clusters Score -765468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -765468.687500 Penalty: 2899.950684
	Iteration 37Q: 3 clusters Score -765468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -765469.812500 Penalty: 2899.950684
	Iteration 38Q: 3 clusters Score -765469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -765470.250000 Penalty: 2899.950684
	Iteration 39Q: 3 clusters Score -765470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -765469.750000 Penalty: 2899.950684
	Iteration 40F: 3 clusters Score -765469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -765470.500000 Penalty: 2899.950684
	Iteration 41Q: 3 clusters Score -765470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -765469.062500 Penalty: 2899.950684
	Iteration 42Q: 3 clusters Score -765469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -765470.000000 Penalty: 2899.950684
	Iteration 43Q: 3 clusters Score -765470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -765471.875000 Penalty: 2899.950684
	Iteration 44Q: 3 clusters Score -765471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -765476.625000 Penalty: 2899.950684
	Iteration 45Q: 3 clusters Score -765476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -765477.687500 Penalty: 2899.950684
	Iteration 46Q: 3 clusters Score -765477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -765478.937500 Penalty: 2899.950684
	Iteration 47Q: 3 clusters Score -765478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -765479.625000 Penalty: 2899.950684
	Iteration 48Q: 3 clusters Score -765479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -765481.375000 Penalty: 2899.950684
	Iteration 49Q: 3 clusters Score -765481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -765483.687500 Penalty: 2899.950684
	Iteration 50Q: 3 clusters Score -765483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -765485.687500 Penalty: 2899.950684
	Iteration 51Q: 3 clusters Score -765485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -765486.812500 Penalty: 2899.950684
	Iteration 52Q: 3 clusters Score -765486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -765487.937500 Penalty: 2899.950684
	Iteration 53Q: 3 clusters Score -765487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -765490.437500 Penalty: 2899.950684
	Iteration 54Q: 3 clusters Score -765490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -765490.250000 Penalty: 2899.950684
	Iteration 55Q: 3 clusters Score -765490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -765490.437500 Penalty: 2899.950684
	Iteration 56Q: 3 clusters Score -765490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -765490.750000 Penalty: 2899.950684
	Iteration 57Q: 3 clusters Score -765490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -765492.875000 Penalty: 2899.950684
	Iteration 58Q: 3 clusters Score -765492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -765494.437500 Penalty: 2899.950684
	Iteration 59Q: 3 clusters Score -765494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -765494.937500 Penalty: 2899.950684
	Iteration 60F: 3 clusters Score -765494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -765496.000000 Penalty: 2899.950684
	Iteration 61Q: 3 clusters Score -765496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -765498.750000 Penalty: 2899.950684
	Iteration 62Q: 3 clusters Score -765498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -765499.875000 Penalty: 2899.950684
	Iteration 63Q: 3 clusters Score -765499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -765499.875000 Penalty: 2899.950684
	Iteration 64F: 3 clusters Score -765499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Entering Unmasked Estep 
Score: -5534535.000000 Penalty: 1765.173828
	Iteration 0F: 2 clusters Score -5534535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5499577.500000 Penalty: 3530.347656
	Iteration 0F: 3 clusters Score -5499578 nChanged 24529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5513784.000000 Penalty: 3530.347656
	Iteration 1F: 3 clusters Score -5513784 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5514708.500000 Penalty: 3530.347656
	Iteration 2Q: 3 clusters Score -5514708 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5516020.000000 Penalty: 3530.347656
	Iteration 3F: 3 clusters Score -5516020 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -5517973.000000 Penalty: 3530.347656
	Iteration 4F: 3 clusters Score -5517973 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5520714.500000 Penalty: 3530.347656
	Iteration 5F: 3 clusters Score -5520714 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5523938.000000 Penalty: 3530.347656
	Iteration 6F: 3 clusters Score -5523938 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5526847.500000 Penalty: 3530.347656
	Iteration 7F: 3 clusters Score -5526848 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5528786.500000 Penalty: 3530.347656
	Iteration 8Q: 3 clusters Score -5528786 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5529915.000000 Penalty: 3530.347656
	Iteration 9Q: 3 clusters Score -5529915 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5530567.000000 Penalty: 3530.347656
	Iteration 10Q: 3 clusters Score -5530567 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5530944.000000 Penalty: 3530.347656
	Iteration 11Q: 3 clusters Score -5530944 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5531238.000000 Penalty: 3530.347656
	Iteration 12Q: 3 clusters Score -5531238 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -5531554.000000 Penalty: 3530.347656
	Iteration 13Q: 3 clusters Score -5531554 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5531833.500000 Penalty: 3530.347656
	Iteration 14Q: 3 clusters Score -5531834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -5532035.500000 Penalty: 3530.347656
	Iteration 15Q: 3 clusters Score -5532036 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -5532247.500000 Penalty: 3530.347656
	Iteration 16Q: 3 clusters Score -5532248 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -5532425.000000 Penalty: 3530.347656
	Iteration 17Q: 3 clusters Score -5532425 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -5532555.000000 Penalty: 3530.347656
	Iteration 18Q: 3 clusters Score -5532555 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5532680.500000 Penalty: 3530.347656
	Iteration 19Q: 3 clusters Score -5532680 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -5532805.000000 Penalty: 3530.347656
	Iteration 20F: 3 clusters Score -5532805 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -5532910.000000 Penalty: 3530.347656
	Iteration 21Q: 3 clusters Score -5532910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -5532992.500000 Penalty: 3530.347656
	Iteration 22Q: 3 clusters Score -5532992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5533080.500000 Penalty: 3530.347656
	Iteration 23Q: 3 clusters Score -5533080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -5533145.500000 Penalty: 3530.347656
	Iteration 24Q: 3 clusters Score -5533146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -5533184.000000 Penalty: 3530.347656
	Iteration 25Q: 3 clusters Score -5533184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -5533219.000000 Penalty: 3530.347656
	Iteration 26Q: 3 clusters Score -5533219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -5533240.500000 Penalty: 3530.347656
	Iteration 27Q: 3 clusters Score -5533240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -5533280.000000 Penalty: 3530.347656
	Iteration 28Q: 3 clusters Score -5533280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -5533293.500000 Penalty: 3530.347656
	Iteration 29Q: 3 clusters Score -5533294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5533308.500000 Penalty: 3530.347656
	Iteration 30Q: 3 clusters Score -5533308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -5533312.000000 Penalty: 3530.347656
	Iteration 31Q: 3 clusters Score -5533312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -5533320.000000 Penalty: 3530.347656
	Iteration 32Q: 3 clusters Score -5533320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -5533328.500000 Penalty: 3530.347656
	Iteration 33Q: 3 clusters Score -5533328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -5533337.500000 Penalty: 3530.347656
	Iteration 34Q: 3 clusters Score -5533338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -5533335.000000 Penalty: 3530.347656
	Iteration 35Q: 3 clusters Score -5533335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -5533347.000000 Penalty: 3530.347656
	Iteration 36Q: 3 clusters Score -5533347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -5533357.000000 Penalty: 3530.347656
	Iteration 37Q: 3 clusters Score -5533357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -5533362.500000 Penalty: 3530.347656
	Iteration 38Q: 3 clusters Score -5533362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -5533372.000000 Penalty: 3530.347656
	Iteration 39Q: 3 clusters Score -5533372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -5533370.500000 Penalty: 3530.347656
	Iteration 40F: 3 clusters Score -5533370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -5533371.500000 Penalty: 3530.347656
	Iteration 41Q: 3 clusters Score -5533372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -5533373.500000 Penalty: 3530.347656
	Iteration 42Q: 3 clusters Score -5533374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -5533377.500000 Penalty: 3530.347656
	Iteration 43Q: 3 clusters Score -5533378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5533381.500000 Penalty: 3530.347656
	Iteration 44Q: 3 clusters Score -5533382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -5533386.500000 Penalty: 3530.347656
	Iteration 45Q: 3 clusters Score -5533386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5533383.500000 Penalty: 3530.347656
	Iteration 46Q: 3 clusters Score -5533384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -5533387.500000 Penalty: 3530.347656
	Iteration 47Q: 3 clusters Score -5533388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -5533385.500000 Penalty: 3530.347656
	Iteration 48Q: 3 clusters Score -5533386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -5533380.000000 Penalty: 3530.347656
	Iteration 49Q: 3 clusters Score -5533380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -5533387.500000 Penalty: 3530.347656
	Iteration 50Q: 3 clusters Score -5533388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -5533389.000000 Penalty: 3530.347656
	Iteration 51Q: 3 clusters Score -5533389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -5533399.500000 Penalty: 3530.347656
	Iteration 52Q: 3 clusters Score -5533400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -5533397.000000 Penalty: 3530.347656
	Iteration 53Q: 3 clusters Score -5533397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -5533398.000000 Penalty: 3530.347656
	Iteration 54Q: 3 clusters Score -5533398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -5533401.000000 Penalty: 3530.347656
	Iteration 55Q: 3 clusters Score -5533401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -5533398.500000 Penalty: 3530.347656
	Iteration 56Q: 3 clusters Score -5533398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -5533402.000000 Penalty: 3530.347656
	Iteration 57Q: 3 clusters Score -5533402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5533399.000000 Penalty: 3530.347656
	Iteration 58Q: 3 clusters Score -5533399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -5533401.000000 Penalty: 3530.347656
	Iteration 59Q: 3 clusters Score -5533401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -5533405.000000 Penalty: 3530.347656
	Iteration 60F: 3 clusters Score -5533405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -5533408.000000 Penalty: 3530.347656
	Iteration 61Q: 3 clusters Score -5533408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -5533412.000000 Penalty: 3530.347656
	Iteration 62Q: 3 clusters Score -5533412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -5533412.000000 Penalty: 3530.347656
	Iteration 63F: 3 clusters Score -5533412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -352909.562500 Penalty: 1312.029297
	Iteration 0F: 2 clusters Score -352909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -350027.843750 Penalty: 2624.058594
	Iteration 0F: 3 clusters Score -350027.8 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -350727.500000 Penalty: 2624.058594
	Iteration 1F: 3 clusters Score -350727.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -350831.500000 Penalty: 2624.058594
	Iteration 2F: 3 clusters Score -350831.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -350893.968750 Penalty: 2624.058594
	Iteration 3Q: 3 clusters Score -350894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350941.843750 Penalty: 2624.058594
	Iteration 4Q: 3 clusters Score -350941.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -350972.718750 Penalty: 2624.058594
	Iteration 5Q: 3 clusters Score -350972.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -351002.625000 Penalty: 2624.058594
	Iteration 6Q: 3 clusters Score -351002.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -351022.281250 Penalty: 2624.058594
	Iteration 7Q: 3 clusters Score -351022.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351040.281250 Penalty: 2624.058594
	Iteration 8Q: 3 clusters Score -351040.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -351057.093750 Penalty: 2624.058594
	Iteration 9Q: 3 clusters Score -351057.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -351063.437500 Penalty: 2624.058594
	Iteration 10Q: 3 clusters Score -351063.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -351072.093750 Penalty: 2624.058594
	Iteration 11Q: 3 clusters Score -351072.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351081.843750 Penalty: 2624.058594
	Iteration 12Q: 3 clusters Score -351081.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -351090.937500 Penalty: 2624.058594
	Iteration 13Q: 3 clusters Score -351090.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -351097.875000 Penalty: 2624.058594
	Iteration 14Q: 3 clusters Score -351097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351104.781250 Penalty: 2624.058594
	Iteration 15Q: 3 clusters Score -351104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351112.500000 Penalty: 2624.058594
	Iteration 16Q: 3 clusters Score -351112.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351121.656250 Penalty: 2624.058594
	Iteration 17Q: 3 clusters Score -351121.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351131.093750 Penalty: 2624.058594
	Iteration 18Q: 3 clusters Score -351131.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -351138.406250 Penalty: 2624.058594
	Iteration 19Q: 3 clusters Score -351138.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -351144.093750 Penalty: 2624.058594
	Iteration 20F: 3 clusters Score -351144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -351150.062500 Penalty: 2624.058594
	Iteration 21Q: 3 clusters Score -351150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -351154.906250 Penalty: 2624.058594
	Iteration 22Q: 3 clusters Score -351154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -351159.406250 Penalty: 2624.058594
	Iteration 23Q: 3 clusters Score -351159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351162.781250 Penalty: 2624.058594
	Iteration 24Q: 3 clusters Score -351162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -351166.468750 Penalty: 2624.058594
	Iteration 25Q: 3 clusters Score -351166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -351167.968750 Penalty: 2624.058594
	Iteration 26Q: 3 clusters Score -351168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -351170.062500 Penalty: 2624.058594
	Iteration 27Q: 3 clusters Score -351170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -351171.375000 Penalty: 2624.058594
	Iteration 28Q: 3 clusters Score -351171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -351171.968750 Penalty: 2624.058594
	Iteration 29Q: 3 clusters Score -351172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -351172.906250 Penalty: 2624.058594
	Iteration 30Q: 3 clusters Score -351172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -351173.843750 Penalty: 2624.058594
	Iteration 31Q: 3 clusters Score -351173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -351173.843750 Penalty: 2624.058594
	Iteration 32F: 3 clusters Score -351173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Entering Unmasked Estep 
Score: -3649300.500000 Penalty: 1696.049561
	Iteration 0F: 2 clusters Score -3649300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3626395.750000 Penalty: 3392.099121
	Iteration 0F: 3 clusters Score -3626396 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3634990.750000 Penalty: 3392.099121
	Iteration 1F: 3 clusters Score -3634991 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3635448.250000 Penalty: 3392.099121
	Iteration 2Q: 3 clusters Score -3635448 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3635900.250000 Penalty: 3392.099121
	Iteration 3Q: 3 clusters Score -3635900 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3636425.250000 Penalty: 3392.099121
	Iteration 4Q: 3 clusters Score -3636425 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3637064.000000 Penalty: 3392.099121
	Iteration 5Q: 3 clusters Score -3637064 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3637835.000000 Penalty: 3392.099121
	Iteration 6Q: 3 clusters Score -3637835 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3638736.500000 Penalty: 3392.099121
	Iteration 7Q: 3 clusters Score -3638736 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3639621.000000 Penalty: 3392.099121
	Iteration 8Q: 3 clusters Score -3639621 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3640555.500000 Penalty: 3392.099121
	Iteration 9Q: 3 clusters Score -3640556 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3641591.500000 Penalty: 3392.099121
	Iteration 10Q: 3 clusters Score -3641592 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3642474.250000 Penalty: 3392.099121
	Iteration 11Q: 3 clusters Score -3642474 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3643092.250000 Penalty: 3392.099121
	Iteration 12Q: 3 clusters Score -3643092 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3643431.750000 Penalty: 3392.099121
	Iteration 13Q: 3 clusters Score -3643432 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3643611.000000 Penalty: 3392.099121
	Iteration 14Q: 3 clusters Score -3643611 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3643693.250000 Penalty: 3392.099121
	Iteration 15Q: 3 clusters Score -3643693 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3643764.000000 Penalty: 3392.099121
	Iteration 16Q: 3 clusters Score -3643764 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3643832.500000 Penalty: 3392.099121
	Iteration 17Q: 3 clusters Score -3643832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3643906.000000 Penalty: 3392.099121
	Iteration 18Q: 3 clusters Score -3643906 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3643954.500000 Penalty: 3392.099121
	Iteration 19Q: 3 clusters Score -3643954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3643999.250000 Penalty: 3392.099121
	Iteration 20F: 3 clusters Score -3643999 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3644052.000000 Penalty: 3392.099121
	Iteration 21Q: 3 clusters Score -3644052 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3644115.000000 Penalty: 3392.099121
	Iteration 22Q: 3 clusters Score -3644115 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3644189.500000 Penalty: 3392.099121
	Iteration 23Q: 3 clusters Score -3644190 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3644268.750000 Penalty: 3392.099121
	Iteration 24Q: 3 clusters Score -3644269 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3644342.000000 Penalty: 3392.099121
	Iteration 25Q: 3 clusters Score -3644342 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3644415.250000 Penalty: 3392.099121
	Iteration 26Q: 3 clusters Score -3644415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3644485.500000 Penalty: 3392.099121
	Iteration 27Q: 3 clusters Score -3644486 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3644592.250000 Penalty: 3392.099121
	Iteration 28Q: 3 clusters Score -3644592 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3644671.250000 Penalty: 3392.099121
	Iteration 29Q: 3 clusters Score -3644671 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3644780.000000 Penalty: 3392.099121
	Iteration 30Q: 3 clusters Score -3644780 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3644914.500000 Penalty: 3392.099121
	Iteration 31Q: 3 clusters Score -3644914 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3645061.000000 Penalty: 3392.099121
	Iteration 32Q: 3 clusters Score -3645061 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3645195.500000 Penalty: 3392.099121
	Iteration 33Q: 3 clusters Score -3645196 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3645343.500000 Penalty: 3392.099121
	Iteration 34Q: 3 clusters Score -3645344 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3645489.250000 Penalty: 3392.099121
	Iteration 35Q: 3 clusters Score -3645489 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3645657.500000 Penalty: 3392.099121
	Iteration 36Q: 3 clusters Score -3645658 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3645821.250000 Penalty: 3392.099121
	Iteration 37Q: 3 clusters Score -3645821 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3646018.750000 Penalty: 3392.099121
	Iteration 38Q: 3 clusters Score -3646019 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3646212.750000 Penalty: 3392.099121
	Iteration 39Q: 3 clusters Score -3646213 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3646387.500000 Penalty: 3392.099121
	Iteration 40F: 3 clusters Score -3646388 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3646539.250000 Penalty: 3392.099121
	Iteration 41Q: 3 clusters Score -3646539 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3646723.250000 Penalty: 3392.099121
	Iteration 42Q: 3 clusters Score -3646723 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3646907.500000 Penalty: 3392.099121
	Iteration 43Q: 3 clusters Score -3646908 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3647035.750000 Penalty: 3392.099121
	Iteration 44Q: 3 clusters Score -3647036 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3647159.000000 Penalty: 3392.099121
	Iteration 45Q: 3 clusters Score -3647159 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3647241.500000 Penalty: 3392.099121
	Iteration 46Q: 3 clusters Score -3647242 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3647331.750000 Penalty: 3392.099121
	Iteration 47Q: 3 clusters Score -3647332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3647422.500000 Penalty: 3392.099121
	Iteration 48Q: 3 clusters Score -3647422 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3647492.250000 Penalty: 3392.099121
	Iteration 49Q: 3 clusters Score -3647492 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3647553.250000 Penalty: 3392.099121
	Iteration 50Q: 3 clusters Score -3647553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3647612.250000 Penalty: 3392.099121
	Iteration 51Q: 3 clusters Score -3647612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3647650.500000 Penalty: 3392.099121
	Iteration 52Q: 3 clusters Score -3647650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3647670.000000 Penalty: 3392.099121
	Iteration 53Q: 3 clusters Score -3647670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3647695.500000 Penalty: 3392.099121
	Iteration 54Q: 3 clusters Score -3647696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3647707.500000 Penalty: 3392.099121
	Iteration 55Q: 3 clusters Score -3647708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3647723.000000 Penalty: 3392.099121
	Iteration 56Q: 3 clusters Score -3647723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3647739.250000 Penalty: 3392.099121
	Iteration 57Q: 3 clusters Score -3647739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3647759.750000 Penalty: 3392.099121
	Iteration 58Q: 3 clusters Score -3647760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3647771.500000 Penalty: 3392.099121
	Iteration 59Q: 3 clusters Score -3647772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3647771.500000 Penalty: 3392.099121
	Iteration 60F: 3 clusters Score -3647772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3647770.500000 Penalty: 3392.099121
	Iteration 61Q: 3 clusters Score -3647770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3647781.000000 Penalty: 3392.099121
	Iteration 62Q: 3 clusters Score -3647781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3647792.250000 Penalty: 3392.099121
	Iteration 63Q: 3 clusters Score -3647792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3647799.500000 Penalty: 3392.099121
	Iteration 64Q: 3 clusters Score -3647800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3647809.000000 Penalty: 3392.099121
	Iteration 65Q: 3 clusters Score -3647809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3647814.000000 Penalty: 3392.099121
	Iteration 66Q: 3 clusters Score -3647814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3647817.250000 Penalty: 3392.099121
	Iteration 67Q: 3 clusters Score -3647817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3647822.750000 Penalty: 3392.099121
	Iteration 68Q: 3 clusters Score -3647823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3647824.500000 Penalty: 3392.099121
	Iteration 69Q: 3 clusters Score -3647824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3647826.750000 Penalty: 3392.099121
	Iteration 70Q: 3 clusters Score -3647827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3647826.750000 Penalty: 3392.099121
	Iteration 71F: 3 clusters Score -3647827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -19127.320312 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -19127.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18412.261719 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -18412.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18475.910156 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -18475.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18521.027344 Penalty: 1748.466553
	Iteration 2F: 3 clusters Score -18521.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18563.029297 Penalty: 1748.466553
	Iteration 3Q: 3 clusters Score -18563.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18576.857422 Penalty: 1748.466553
	Iteration 4Q: 3 clusters Score -18576.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18580.267578 Penalty: 1748.466553
	Iteration 5Q: 3 clusters Score -18580.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18583.478516 Penalty: 1748.466553
	Iteration 6Q: 3 clusters Score -18583.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18594.244141 Penalty: 1748.466553
	Iteration 7Q: 3 clusters Score -18594.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18600.246094 Penalty: 1748.466553
	Iteration 8Q: 3 clusters Score -18600.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18602.671875 Penalty: 1748.466553
	Iteration 9Q: 3 clusters Score -18602.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18602.671875 Penalty: 1748.466553
	Iteration 10F: 3 clusters Score -18602.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -162618.734375 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -162618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160846.375000 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -160846.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161188.609375 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -161188.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161269.750000 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -161269.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161302.656250 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -161302.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161321.187500 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -161321.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161344.453125 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -161344.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161362.140625 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -161362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161375.687500 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -161375.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161386.062500 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -161386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161388.546875 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -161388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161388.828125 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -161388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161388.828125 Penalty: 2383.232422
	Iteration 11F: 3 clusters Score -161388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240638 members 
Entering Unmasked Estep 
Score: -25233480.000000 Penalty: 2013.545532
	Iteration 0F: 2 clusters Score -2.523348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120008 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -25087172.000000 Penalty: 4027.091064
	Iteration 0F: 3 clusters Score -2.508717e+07 nChanged 116863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -25156764.000000 Penalty: 4027.091064
	Iteration 1F: 3 clusters Score -2.515676e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -25158358.000000 Penalty: 4027.091064
	Iteration 2Q: 3 clusters Score -2.515836e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -25160936.000000 Penalty: 4027.091064
	Iteration 3Q: 3 clusters Score -2.516094e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -25166010.000000 Penalty: 4027.091064
	Iteration 4Q: 3 clusters Score -2.516601e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -25175360.000000 Penalty: 4027.091064
	Iteration 5F: 3 clusters Score -2.517536e+07 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 185416 members 
Entering Unmasked Estep 
Score: -25191484.000000 Penalty: 4027.091064
	Iteration 6F: 3 clusters Score -2.519148e+07 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 207154 members 
Entering Unmasked Estep 
Score: -25209912.000000 Penalty: 4027.091064
	Iteration 7F: 3 clusters Score -2.520991e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 223455 members 
Entering Unmasked Estep 
Score: -25221116.000000 Penalty: 4027.091064
	Iteration 8F: 3 clusters Score -2.522112e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 231901 members 
Entering Unmasked Estep 
Score: -25226816.000000 Penalty: 4027.091064
	Iteration 9Q: 3 clusters Score -2.522682e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 235645 members 
Entering Unmasked Estep 
Score: -25229426.000000 Penalty: 4027.091064
	Iteration 10Q: 3 clusters Score -2.522943e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 237368 members 
Entering Unmasked Estep 
Score: -25230556.000000 Penalty: 4027.091064
	Iteration 11Q: 3 clusters Score -2.523056e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 238186 members 
Entering Unmasked Estep 
Score: -25231136.000000 Penalty: 4027.091064
	Iteration 12Q: 3 clusters Score -2.523114e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 238613 members 
Entering Unmasked Estep 
Score: -25231562.000000 Penalty: 4027.091064
	Iteration 13Q: 3 clusters Score -2.523156e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 238841 members 
Entering Unmasked Estep 
Score: -25231878.000000 Penalty: 4027.091064
	Iteration 14Q: 3 clusters Score -2.523188e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 238968 members 
Entering Unmasked Estep 
Score: -25232136.000000 Penalty: 4027.091064
	Iteration 15Q: 3 clusters Score -2.523214e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 239023 members 
Entering Unmasked Estep 
Score: -25232310.000000 Penalty: 4027.091064
	Iteration 16Q: 3 clusters Score -2.523231e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 239035 members 
Entering Unmasked Estep 
Score: -25232518.000000 Penalty: 4027.091064
	Iteration 17Q: 3 clusters Score -2.523252e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 239023 members 
Entering Unmasked Estep 
Score: -25232752.000000 Penalty: 4027.091064
	Iteration 18Q: 3 clusters Score -2.523275e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 238941 members 
Entering Unmasked Estep 
Score: -25233018.000000 Penalty: 4027.091064
	Iteration 19Q: 3 clusters Score -2.523302e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 238779 members 
Entering Unmasked Estep 
Score: -25233276.000000 Penalty: 4027.091064
	Iteration 20F: 3 clusters Score -2.523328e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 238592 members 
Entering Unmasked Estep 
Score: -25233554.000000 Penalty: 4027.091064
	Iteration 21Q: 3 clusters Score -2.523355e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 238363 members 
Entering Unmasked Estep 
Score: -25233826.000000 Penalty: 4027.091064
	Iteration 22Q: 3 clusters Score -2.523383e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 238090 members 
Entering Unmasked Estep 
Score: -25234094.000000 Penalty: 4027.091064
	Iteration 23Q: 3 clusters Score -2.523409e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 237787 members 
Entering Unmasked Estep 
Score: -25234488.000000 Penalty: 4027.091064
	Iteration 24Q: 3 clusters Score -2.523449e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 237455 members 
Entering Unmasked Estep 
Score: -25234816.000000 Penalty: 4027.091064
	Iteration 25Q: 3 clusters Score -2.523482e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 237086 members 
Entering Unmasked Estep 
Score: -25235126.000000 Penalty: 4027.091064
	Iteration 26Q: 3 clusters Score -2.523513e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 236763 members 
Entering Unmasked Estep 
Score: -25235414.000000 Penalty: 4027.091064
	Iteration 27Q: 3 clusters Score -2.523541e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 236475 members 
Entering Unmasked Estep 
Score: -25235644.000000 Penalty: 4027.091064
	Iteration 28Q: 3 clusters Score -2.523564e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 236281 members 
Entering Unmasked Estep 
Score: -25235740.000000 Penalty: 4027.091064
	Iteration 29Q: 3 clusters Score -2.523574e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 236118 members 
Entering Unmasked Estep 
Score: -25235844.000000 Penalty: 4027.091064
	Iteration 30Q: 3 clusters Score -2.523584e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 235992 members 
Entering Unmasked Estep 
Score: -25235932.000000 Penalty: 4027.091064
	Iteration 31Q: 3 clusters Score -2.523593e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 235875 members 
Entering Unmasked Estep 
Score: -25235980.000000 Penalty: 4027.091064
	Iteration 32Q: 3 clusters Score -2.523598e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 235777 members 
Entering Unmasked Estep 
Score: -25235980.000000 Penalty: 4027.091064
	Iteration 33Q: 3 clusters Score -2.523598e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 235689 members 
Entering Unmasked Estep 
Score: -25235960.000000 Penalty: 4027.091064
	Iteration 34Q: 3 clusters Score -2.523596e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 235603 members 
Entering Unmasked Estep 
Score: -25236008.000000 Penalty: 4027.091064
	Iteration 35Q: 3 clusters Score -2.523601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -25235982.000000 Penalty: 4027.091064
	Iteration 36Q: 3 clusters Score -2.523598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 235443 members 
Entering Unmasked Estep 
Score: -25236044.000000 Penalty: 4027.091064
	Iteration 37Q: 3 clusters Score -2.523604e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 235374 members 
Entering Unmasked Estep 
Score: -25236028.000000 Penalty: 4027.091064
	Iteration 38Q: 3 clusters Score -2.523603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 235335 members 
Entering Unmasked Estep 
Score: -25236034.000000 Penalty: 4027.091064
	Iteration 39Q: 3 clusters Score -2.523603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 235305 members 
Entering Unmasked Estep 
Score: -25236170.000000 Penalty: 4027.091064
	Iteration 40F: 3 clusters Score -2.523617e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 235086 members 
Entering Unmasked Estep 
Score: -25236344.000000 Penalty: 4027.091064
	Iteration 41Q: 3 clusters Score -2.523634e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 234871 members 
Entering Unmasked Estep 
Score: -25236490.000000 Penalty: 4027.091064
	Iteration 42Q: 3 clusters Score -2.523649e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 234667 members 
Entering Unmasked Estep 
Score: -25236656.000000 Penalty: 4027.091064
	Iteration 43Q: 3 clusters Score -2.523666e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 234495 members 
Entering Unmasked Estep 
Score: -25236752.000000 Penalty: 4027.091064
	Iteration 44Q: 3 clusters Score -2.523675e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 234367 members 
Entering Unmasked Estep 
Score: -25236776.000000 Penalty: 4027.091064
	Iteration 45Q: 3 clusters Score -2.523678e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 234247 members 
Entering Unmasked Estep 
Score: -25236820.000000 Penalty: 4027.091064
	Iteration 46Q: 3 clusters Score -2.523682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 234168 members 
Entering Unmasked Estep 
Score: -25236848.000000 Penalty: 4027.091064
	Iteration 47Q: 3 clusters Score -2.523685e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 234084 members 
Entering Unmasked Estep 
Score: -25236868.000000 Penalty: 4027.091064
	Iteration 48Q: 3 clusters Score -2.523687e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 234014 members 
Entering Unmasked Estep 
Score: -25236922.000000 Penalty: 4027.091064
	Iteration 49Q: 3 clusters Score -2.523692e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 233940 members 
Entering Unmasked Estep 
Score: -25236906.000000 Penalty: 4027.091064
	Iteration 50Q: 3 clusters Score -2.523691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 233884 members 
Entering Unmasked Estep 
Score: -25236936.000000 Penalty: 4027.091064
	Iteration 51Q: 3 clusters Score -2.523694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 233831 members 
Entering Unmasked Estep 
Score: -25236956.000000 Penalty: 4027.091064
	Iteration 52Q: 3 clusters Score -2.523696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 233786 members 
Entering Unmasked Estep 
Score: -25236960.000000 Penalty: 4027.091064
	Iteration 53Q: 3 clusters Score -2.523696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -25236978.000000 Penalty: 4027.091064
	Iteration 54Q: 3 clusters Score -2.523698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 233715 members 
Entering Unmasked Estep 
Score: -25237010.000000 Penalty: 4027.091064
	Iteration 55Q: 3 clusters Score -2.523701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 233693 members 
Entering Unmasked Estep 
Score: -25236994.000000 Penalty: 4027.091064
	Iteration 56Q: 3 clusters Score -2.523699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 233671 members 
Entering Unmasked Estep 
Score: -25237014.000000 Penalty: 4027.091064
	Iteration 57Q: 3 clusters Score -2.523701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 233654 members 
Entering Unmasked Estep 
Score: -25237030.000000 Penalty: 4027.091064
	Iteration 58Q: 3 clusters Score -2.523703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -25237036.000000 Penalty: 4027.091064
	Iteration 59Q: 3 clusters Score -2.523704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 233620 members 
Entering Unmasked Estep 
Score: -25237026.000000 Penalty: 4027.091064
	Iteration 60F: 3 clusters Score -2.523703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 233615 members 
Entering Unmasked Estep 
Score: -25237032.000000 Penalty: 4027.091064
	Iteration 61Q: 3 clusters Score -2.523703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 233607 members 
Entering Unmasked Estep 
Score: -25237026.000000 Penalty: 4027.091064
	Iteration 62Q: 3 clusters Score -2.523703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 233598 members 
Entering Unmasked Estep 
Score: -25237050.000000 Penalty: 4027.091064
	Iteration 63Q: 3 clusters Score -2.523705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 233590 members 
Entering Unmasked Estep 
Score: -25237036.000000 Penalty: 4027.091064
	Iteration 64Q: 3 clusters Score -2.523704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 233582 members 
Entering Unmasked Estep 
Score: -25237024.000000 Penalty: 4027.091064
	Iteration 65Q: 3 clusters Score -2.523702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 233577 members 
Entering Unmasked Estep 
Score: -25237032.000000 Penalty: 4027.091064
	Iteration 66Q: 3 clusters Score -2.523703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 233574 members 
Entering Unmasked Estep 
Score: -25237028.000000 Penalty: 4027.091064
	Iteration 67Q: 3 clusters Score -2.523703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 233571 members 
Entering Unmasked Estep 
Score: -25237052.000000 Penalty: 4027.091064
	Iteration 68Q: 3 clusters Score -2.523705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 233568 members 
Entering Unmasked Estep 
Score: -25237046.000000 Penalty: 4027.091064
	Iteration 69Q: 3 clusters Score -2.523705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 233564 members 
Entering Unmasked Estep 
Score: -25237050.000000 Penalty: 4027.091064
	Iteration 70Q: 3 clusters Score -2.523705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 233560 members 
Entering Unmasked Estep 
Score: -25237060.000000 Penalty: 4027.091064
	Iteration 71Q: 3 clusters Score -2.523706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 233555 members 
Entering Unmasked Estep 
Score: -25237058.000000 Penalty: 4027.091064
	Iteration 72Q: 3 clusters Score -2.523706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 233553 members 
Entering Unmasked Estep 
Score: -25237062.000000 Penalty: 4027.091064
	Iteration 73Q: 3 clusters Score -2.523706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 233552 members 
Entering Unmasked Estep 
Score: -25237058.000000 Penalty: 4027.091064
	Iteration 74Q: 3 clusters Score -2.523706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 233551 members 
Entering Unmasked Estep 
Score: -25237060.000000 Penalty: 4027.091064
	Iteration 75Q: 3 clusters Score -2.523706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 233551 members 
Entering Unmasked Estep 
Score: -25237060.000000 Penalty: 4027.091064
	Iteration 76F: 3 clusters Score -2.523706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 48469 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 38522 members 
Mstep: Class 9 contains 233551 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 52188 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 34106 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 45337 members 
Mstep: Class 18 contains 62213 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44934 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
Score: -70199736.000000 Penalty: 45823.691406
Splitting cluster 16 changes total score from -70196632.000000 to -70199736.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 17 (45337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Entering Unmasked Estep 
Score: -4841541.500000 Penalty: 1742.305298
	Iteration 0F: 2 clusters Score -4841542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4811119.500000 Penalty: 3484.610596
	Iteration 0F: 3 clusters Score -4811120 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4823457.500000 Penalty: 3484.610596
	Iteration 1F: 3 clusters Score -4823458 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4824095.000000 Penalty: 3484.610596
	Iteration 2Q: 3 clusters Score -4824095 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -4824977.000000 Penalty: 3484.610596
	Iteration 3Q: 3 clusters Score -4824977 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4826363.500000 Penalty: 3484.610596
	Iteration 4F: 3 clusters Score -4826364 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4828584.000000 Penalty: 3484.610596
	Iteration 5F: 3 clusters Score -4828584 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4831871.000000 Penalty: 3484.610596
	Iteration 6F: 3 clusters Score -4831871 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4835474.500000 Penalty: 3484.610596
	Iteration 7F: 3 clusters Score -4835474 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -4838005.500000 Penalty: 3484.610596
	Iteration 8F: 3 clusters Score -4838006 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -4839251.000000 Penalty: 3484.610596
	Iteration 9Q: 3 clusters Score -4839251 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -4839715.500000 Penalty: 3484.610596
	Iteration 10Q: 3 clusters Score -4839716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -4839868.500000 Penalty: 3484.610596
	Iteration 11Q: 3 clusters Score -4839868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -4839917.500000 Penalty: 3484.610596
	Iteration 12Q: 3 clusters Score -4839918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -4839956.500000 Penalty: 3484.610596
	Iteration 13Q: 3 clusters Score -4839956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4839974.000000 Penalty: 3484.610596
	Iteration 14Q: 3 clusters Score -4839974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -4839990.000000 Penalty: 3484.610596
	Iteration 15Q: 3 clusters Score -4839990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -4840001.000000 Penalty: 3484.610596
	Iteration 16Q: 3 clusters Score -4840001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -4840006.000000 Penalty: 3484.610596
	Iteration 17Q: 3 clusters Score -4840006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -4840010.000000 Penalty: 3484.610596
	Iteration 18Q: 3 clusters Score -4840010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -4840015.500000 Penalty: 3484.610596
	Iteration 19Q: 3 clusters Score -4840016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -4840018.500000 Penalty: 3484.610596
	Iteration 20F: 3 clusters Score -4840018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Entering Unmasked Estep 
Score: -6653160.000000 Penalty: 1793.726929
	Iteration 0F: 2 clusters Score -6653160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -6611561.000000 Penalty: 3587.453857
	Iteration 0F: 3 clusters Score -6611561 nChanged 29368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -6628170.000000 Penalty: 3587.453857
	Iteration 1F: 3 clusters Score -6628170 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -6628725.500000 Penalty: 3587.453857
	Iteration 2Q: 3 clusters Score -6628726 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -6629380.500000 Penalty: 3587.453857
	Iteration 3Q: 3 clusters Score -6629380 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6630197.000000 Penalty: 3587.453857
	Iteration 4Q: 3 clusters Score -6630197 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6631592.000000 Penalty: 3587.453857
	Iteration 5Q: 3 clusters Score -6631592 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -6633475.000000 Penalty: 3587.453857
	Iteration 6F: 3 clusters Score -6633475 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6635956.500000 Penalty: 3587.453857
	Iteration 7F: 3 clusters Score -6635956 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -6638775.500000 Penalty: 3587.453857
	Iteration 8F: 3 clusters Score -6638776 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -6641818.000000 Penalty: 3587.453857
	Iteration 9F: 3 clusters Score -6641818 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -6644662.500000 Penalty: 3587.453857
	Iteration 10F: 3 clusters Score -6644662 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -6647018.000000 Penalty: 3587.453857
	Iteration 11Q: 3 clusters Score -6647018 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6648715.000000 Penalty: 3587.453857
	Iteration 12Q: 3 clusters Score -6648715 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6649931.000000 Penalty: 3587.453857
	Iteration 13Q: 3 clusters Score -6649931 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6650600.500000 Penalty: 3587.453857
	Iteration 14Q: 3 clusters Score -6650600 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6651033.000000 Penalty: 3587.453857
	Iteration 15Q: 3 clusters Score -6651033 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6651251.500000 Penalty: 3587.453857
	Iteration 16Q: 3 clusters Score -6651252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6651398.500000 Penalty: 3587.453857
	Iteration 17Q: 3 clusters Score -6651398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6651490.500000 Penalty: 3587.453857
	Iteration 18Q: 3 clusters Score -6651490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6651543.000000 Penalty: 3587.453857
	Iteration 19Q: 3 clusters Score -6651543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6651583.000000 Penalty: 3587.453857
	Iteration 20F: 3 clusters Score -6651583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6651594.000000 Penalty: 3587.453857
	Iteration 21Q: 3 clusters Score -6651594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6651606.500000 Penalty: 3587.453857
	Iteration 22Q: 3 clusters Score -6651606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6651613.500000 Penalty: 3587.453857
	Iteration 23Q: 3 clusters Score -6651614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6651618.500000 Penalty: 3587.453857
	Iteration 24Q: 3 clusters Score -6651618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6651622.000000 Penalty: 3587.453857
	Iteration 25Q: 3 clusters Score -6651622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6651618.000000 Penalty: 3587.453857
	Iteration 26Q: 3 clusters Score -6651618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6651625.000000 Penalty: 3587.453857
	Iteration 27Q: 3 clusters Score -6651625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6651631.000000 Penalty: 3587.453857
	Iteration 28Q: 3 clusters Score -6651631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6651629.000000 Penalty: 3587.453857
	Iteration 29Q: 3 clusters Score -6651629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6651627.500000 Penalty: 3587.453857
	Iteration 30Q: 3 clusters Score -6651628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6651627.500000 Penalty: 3587.453857
	Iteration 31F: 3 clusters Score -6651628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -226270.171875 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -226270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -223942.187500 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -223942.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224491.468750 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -224491.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224653.203125 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -224653.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224814.578125 Penalty: 2523.672119
	Iteration 3F: 3 clusters Score -224814.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224986.062500 Penalty: 2523.672119
	Iteration 4F: 3 clusters Score -224986.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -225185.515625 Penalty: 2523.672119
	Iteration 5F: 3 clusters Score -225185.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -225364.812500 Penalty: 2523.672119
	Iteration 6F: 3 clusters Score -225364.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -225465.656250 Penalty: 2523.672119
	Iteration 7F: 3 clusters Score -225465.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -225554.234375 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -225554.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -225613.640625 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -225613.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225642.687500 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -225642.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -225666.281250 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -225666.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -225682.968750 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -225683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -225703.390625 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -225703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -225727.906250 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -225727.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -225750.984375 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -225751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -225766.687500 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -225766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -225775.703125 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -225775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -225783.109375 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -225783.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -225787.796875 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -225787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -225793.406250 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -225793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -225798.609375 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -225798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -225802.281250 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -225802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -225803.015625 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -225803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -225804.281250 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -225804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -225804.281250 Penalty: 2523.672119
	Iteration 25F: 3 clusters Score -225804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Entering Unmasked Estep 
Score: -4842030.000000 Penalty: 1740.854370
	Iteration 0F: 2 clusters Score -4842030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4811810.000000 Penalty: 3481.708740
	Iteration 0F: 3 clusters Score -4811810 nChanged 21070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4823746.000000 Penalty: 3481.708740
	Iteration 1F: 3 clusters Score -4823746 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4824201.000000 Penalty: 3481.708740
	Iteration 2Q: 3 clusters Score -4824201 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4824738.500000 Penalty: 3481.708740
	Iteration 3Q: 3 clusters Score -4824738 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4825383.500000 Penalty: 3481.708740
	Iteration 4Q: 3 clusters Score -4825384 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -4826330.500000 Penalty: 3481.708740
	Iteration 5Q: 3 clusters Score -4826330 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4827812.500000 Penalty: 3481.708740
	Iteration 6F: 3 clusters Score -4827812 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4830246.500000 Penalty: 3481.708740
	Iteration 7F: 3 clusters Score -4830246 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4833419.500000 Penalty: 3481.708740
	Iteration 8F: 3 clusters Score -4833420 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4836563.500000 Penalty: 3481.708740
	Iteration 9F: 3 clusters Score -4836564 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4838764.000000 Penalty: 3481.708740
	Iteration 10F: 3 clusters Score -4838764 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4839799.000000 Penalty: 3481.708740
	Iteration 11Q: 3 clusters Score -4839799 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4840218.000000 Penalty: 3481.708740
	Iteration 12Q: 3 clusters Score -4840218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4840334.500000 Penalty: 3481.708740
	Iteration 13Q: 3 clusters Score -4840334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4840376.500000 Penalty: 3481.708740
	Iteration 14Q: 3 clusters Score -4840376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4840405.000000 Penalty: 3481.708740
	Iteration 15Q: 3 clusters Score -4840405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4840421.000000 Penalty: 3481.708740
	Iteration 16Q: 3 clusters Score -4840421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4840427.500000 Penalty: 3481.708740
	Iteration 17Q: 3 clusters Score -4840428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4840432.500000 Penalty: 3481.708740
	Iteration 18Q: 3 clusters Score -4840432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4840442.000000 Penalty: 3481.708740
	Iteration 19Q: 3 clusters Score -4840442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4840445.000000 Penalty: 3481.708740
	Iteration 20F: 3 clusters Score -4840445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4840446.500000 Penalty: 3481.708740
	Iteration 21Q: 3 clusters Score -4840446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4840446.500000 Penalty: 3481.708740
	Iteration 22F: 3 clusters Score -4840446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -178414.453125 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -178414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176521.640625 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -176521.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -176868.328125 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -176868.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176952.218750 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -176952.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177009.062500 Penalty: 2414.208252
	Iteration 3Q: 3 clusters Score -177009.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -177049.296875 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -177049.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177077.828125 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -177077.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177095.359375 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -177095.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177108.265625 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -177108.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177122.281250 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -177122.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177128.640625 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -177128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177132.984375 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -177133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -177136.937500 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -177136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177141.453125 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -177141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -177142.578125 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -177142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177143.218750 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -177143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -177143.500000 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -177143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -177143.500000 Penalty: 2414.208252
	Iteration 16F: 3 clusters Score -177143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 48469 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 38522 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 52188 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 34106 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 45337 members 
Mstep: Class 18 contains 62213 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44934 members 
Mstep: Class 22 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200752.000000 Penalty: 45823.691406
Iteration 119Q: 22 clusters Score -7.020075e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 48516 members 
Mstep: Class 7 contains 39517 members 
Mstep: Class 8 contains 38551 members 
Mstep: Class 9 contains 232492 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 52454 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 34325 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 7701 members 
Mstep: Class 17 contains 45471 members 
Mstep: Class 18 contains 62449 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44955 members 
Mstep: Class 22 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202032.000000 Penalty: 45823.691406
Iteration 120F: 22 clusters Score -7.020203e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 7757 members 
Mstep: Class 6 contains 48496 members 
Mstep: Class 7 contains 39443 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 233901 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 52377 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 34358 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 1506 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 45509 members 
Mstep: Class 18 contains 62476 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 44964 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202688.000000 Penalty: 45823.691406
Iteration 121Q: 22 clusters Score -7.020269e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 48484 members 
Mstep: Class 7 contains 39400 members 
Mstep: Class 8 contains 37589 members 
Mstep: Class 9 contains 234920 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 52329 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 13 contains 34375 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 45560 members 
Mstep: Class 18 contains 62531 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 44988 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203056.000000 Penalty: 45823.691406
Iteration 122Q: 22 clusters Score -7.020306e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 453 members 
Mstep: Class 5 contains 7714 members 
Mstep: Class 6 contains 48466 members 
Mstep: Class 7 contains 39345 members 
Mstep: Class 8 contains 37255 members 
Mstep: Class 9 contains 235813 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 11 contains 52276 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 34395 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 45610 members 
Mstep: Class 18 contains 62574 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 45000 members 
Mstep: Class 22 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 45823.691406
Iteration 123Q: 22 clusters Score -7.020381e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 48458 members 
Mstep: Class 7 contains 39300 members 
Mstep: Class 8 contains 36996 members 
Mstep: Class 9 contains 236504 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 52200 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 34398 members 
Mstep: Class 14 contains 220 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 9487 members 
Mstep: Class 17 contains 45689 members 
Mstep: Class 18 contains 62643 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45019 members 
Mstep: Class 22 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203952.000000 Penalty: 45823.691406
Iteration 124Q: 22 clusters Score -7.020395e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 48458 members 
Mstep: Class 7 contains 39240 members 
Mstep: Class 8 contains 36800 members 
Mstep: Class 9 contains 237017 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 52149 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 34422 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 9860 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 62733 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45031 members 
Mstep: Class 22 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204032.000000 Penalty: 45823.691406
Iteration 125Q: 22 clusters Score -7.020403e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 48438 members 
Mstep: Class 7 contains 39184 members 
Mstep: Class 8 contains 36654 members 
Mstep: Class 9 contains 237377 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 52102 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 45815 members 
Mstep: Class 18 contains 62818 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45053 members 
Mstep: Class 22 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204240.000000 Penalty: 45823.691406
Iteration 126Q: 22 clusters Score -7.020424e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 6 contains 48434 members 
Mstep: Class 7 contains 39136 members 
Mstep: Class 8 contains 36568 members 
Mstep: Class 9 contains 237694 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 52034 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 34479 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 45879 members 
Mstep: Class 18 contains 62855 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45073 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204832.000000 Penalty: 45823.691406
Iteration 127Q: 22 clusters Score -7.020483e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 39108 members 
Mstep: Class 8 contains 36516 members 
Mstep: Class 9 contains 237885 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 51976 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 34508 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 10976 members 
Mstep: Class 17 contains 45937 members 
Mstep: Class 18 contains 62887 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 45089 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205016.000000 Penalty: 45823.691406
Iteration 128Q: 22 clusters Score -7.020502e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 6 contains 48434 members 
Mstep: Class 7 contains 39068 members 
Mstep: Class 8 contains 36486 members 
Mstep: Class 9 contains 238041 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 51943 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 62922 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 45099 members 
Mstep: Class 22 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205056.000000 Penalty: 45823.691406
Iteration 129Q: 22 clusters Score -7.020506e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 4046 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 39033 members 
Mstep: Class 8 contains 36444 members 
Mstep: Class 9 contains 238144 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 51886 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 34532 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 11596 members 
Mstep: Class 17 contains 46038 members 
Mstep: Class 18 contains 62948 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 45124 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205176.000000 Penalty: 45823.691406
Iteration 130Q: 22 clusters Score -7.020518e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4059 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 48429 members 
Mstep: Class 7 contains 38984 members 
Mstep: Class 8 contains 36402 members 
Mstep: Class 9 contains 238211 members 
Mstep: Class 10 contains 7492 members 
Mstep: Class 11 contains 51857 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 34559 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 46068 members 
Mstep: Class 18 contains 62970 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 45140 members 
Mstep: Class 22 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205264.000000 Penalty: 45823.691406
Iteration 131Q: 22 clusters Score -7.020526e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 48422 members 
Mstep: Class 7 contains 38930 members 
Mstep: Class 8 contains 36373 members 
Mstep: Class 9 contains 238267 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 51806 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 34571 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1383 members 
Mstep: Class 16 contains 12203 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 62990 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 45147 members 
Mstep: Class 22 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205248.000000 Penalty: 45823.691406
Iteration 132Q: 22 clusters Score -7.020525e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 48417 members 
Mstep: Class 7 contains 38884 members 
Mstep: Class 8 contains 36356 members 
Mstep: Class 9 contains 238281 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 63018 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 45149 members 
Mstep: Class 22 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2181.580322 but Gain 2182.078125
Score: -70205392.000000 Penalty: 43641.613281
Iteration 133Q: 21 clusters Score -7.020539e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 38849 members 
Mstep: Class 8 contains 36529 members 
Mstep: Class 9 contains 239301 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 51738 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 34607 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 63040 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45152 members 
Mstep: Class 22 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206440.000000 Penalty: 43641.613281
Iteration 134Q: 21 clusters Score -7.020644e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 48425 members 
Mstep: Class 7 contains 38781 members 
Mstep: Class 8 contains 36473 members 
Mstep: Class 9 contains 239277 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 11 contains 51693 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 34640 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 16 contains 13010 members 
Mstep: Class 17 contains 46165 members 
Mstep: Class 18 contains 63055 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45159 members 
Mstep: Class 22 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206240.000000 Penalty: 43641.613281
Iteration 135Q: 21 clusters Score -7.020624e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 48430 members 
Mstep: Class 7 contains 38711 members 
Mstep: Class 8 contains 36412 members 
Mstep: Class 9 contains 239223 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 51669 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 34674 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 16 contains 13243 members 
Mstep: Class 17 contains 46211 members 
Mstep: Class 18 contains 63081 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45162 members 
Mstep: Class 22 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206360.000000 Penalty: 43641.613281
Iteration 136Q: 21 clusters Score -7.020636e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 48432 members 
Mstep: Class 7 contains 38653 members 
Mstep: Class 8 contains 36400 members 
Mstep: Class 9 contains 239096 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 16 contains 13487 members 
Mstep: Class 17 contains 46256 members 
Mstep: Class 18 contains 63109 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45169 members 
Mstep: Class 22 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206576.000000 Penalty: 43641.613281
Iteration 137Q: 21 clusters Score -7.020658e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 48432 members 
Mstep: Class 7 contains 38600 members 
Mstep: Class 8 contains 36398 members 
Mstep: Class 9 contains 238948 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 51596 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 34731 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 46318 members 
Mstep: Class 18 contains 63149 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45176 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206624.000000 Penalty: 43641.613281
Iteration 138Q: 21 clusters Score -7.020662e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 48435 members 
Mstep: Class 7 contains 38545 members 
Mstep: Class 8 contains 36395 members 
Mstep: Class 9 contains 238839 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 51566 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 34758 members 
Mstep: Class 14 contains 222 members 
Mstep: Class 16 contains 13902 members 
Mstep: Class 17 contains 46365 members 
Mstep: Class 18 contains 63177 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45175 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206768.000000 Penalty: 43641.613281
Iteration 139Q: 21 clusters Score -7.020677e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 38494 members 
Mstep: Class 8 contains 36385 members 
Mstep: Class 9 contains 238772 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51541 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 34776 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 16 contains 14072 members 
Mstep: Class 17 contains 46411 members 
Mstep: Class 18 contains 63196 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45181 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206920.000000 Penalty: 43641.613281
Iteration 140F: 21 clusters Score -7.020692e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 38455 members 
Mstep: Class 8 contains 36384 members 
Mstep: Class 9 contains 238709 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51528 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 34798 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 17 contains 46445 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45182 members 
Mstep: Class 22 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207048.000000 Penalty: 43641.613281
Iteration 141Q: 21 clusters Score -7.020705e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 48417 members 
Mstep: Class 7 contains 38406 members 
Mstep: Class 8 contains 36389 members 
Mstep: Class 9 contains 238637 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 51516 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 34825 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14390 members 
Mstep: Class 17 contains 46469 members 
Mstep: Class 18 contains 63217 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45187 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207144.000000 Penalty: 43641.613281
Iteration 142Q: 21 clusters Score -7.020714e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 48405 members 
Mstep: Class 7 contains 38359 members 
Mstep: Class 8 contains 36398 members 
Mstep: Class 9 contains 238622 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 51488 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 46485 members 
Mstep: Class 18 contains 63224 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45187 members 
Mstep: Class 22 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207152.000000 Penalty: 43641.613281
Iteration 143Q: 21 clusters Score -7.020715e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 48398 members 
Mstep: Class 7 contains 38311 members 
Mstep: Class 8 contains 36401 members 
Mstep: Class 9 contains 238617 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51456 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 46508 members 
Mstep: Class 18 contains 63227 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45190 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207112.000000 Penalty: 43641.613281
Iteration 144Q: 21 clusters Score -7.020711e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7453 members 
Mstep: Class 6 contains 48397 members 
Mstep: Class 7 contains 38269 members 
Mstep: Class 8 contains 36400 members 
Mstep: Class 9 contains 238600 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51434 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 34840 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 46538 members 
Mstep: Class 18 contains 63228 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 22 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207304.000000 Penalty: 43641.613281
Iteration 145Q: 21 clusters Score -7.02073e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 48397 members 
Mstep: Class 7 contains 38243 members 
Mstep: Class 8 contains 36399 members 
Mstep: Class 9 contains 238525 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51422 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 34855 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14896 members 
Mstep: Class 17 contains 46561 members 
Mstep: Class 18 contains 63237 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45200 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207280.000000 Penalty: 43641.613281
Iteration 146Q: 21 clusters Score -7.020728e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 48396 members 
Mstep: Class 7 contains 38214 members 
Mstep: Class 8 contains 36409 members 
Mstep: Class 9 contains 238464 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51405 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 34858 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 14988 members 
Mstep: Class 17 contains 46588 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45205 members 
Mstep: Class 22 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207168.000000 Penalty: 43641.613281
Iteration 147Q: 21 clusters Score -7.020717e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 48395 members 
Mstep: Class 7 contains 38201 members 
Mstep: Class 8 contains 36413 members 
Mstep: Class 9 contains 238391 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 51391 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 34859 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 46619 members 
Mstep: Class 18 contains 63280 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45212 members 
Mstep: Class 22 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207176.000000 Penalty: 43641.613281
Iteration 148Q: 21 clusters Score -7.020718e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7411 members 
Mstep: Class 6 contains 48389 members 
Mstep: Class 7 contains 38187 members 
Mstep: Class 8 contains 36422 members 
Mstep: Class 9 contains 238319 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 51377 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 34865 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15161 members 
Mstep: Class 17 contains 46641 members 
Mstep: Class 18 contains 63304 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45215 members 
Mstep: Class 22 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207240.000000 Penalty: 43641.613281
Iteration 149Q: 21 clusters Score -7.020724e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 38162 members 
Mstep: Class 8 contains 36429 members 
Mstep: Class 9 contains 238284 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51354 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 34872 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 46663 members 
Mstep: Class 18 contains 63325 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45218 members 
Mstep: Class 22 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207240.000000 Penalty: 43641.613281
Iteration 150Q: 21 clusters Score -7.020724e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 48387 members 
Mstep: Class 7 contains 38143 members 
Mstep: Class 8 contains 36436 members 
Mstep: Class 9 contains 238246 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51340 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 34876 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15290 members 
Mstep: Class 17 contains 46676 members 
Mstep: Class 18 contains 63348 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45227 members 
Mstep: Class 22 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207192.000000 Penalty: 43641.613281
Iteration 151Q: 21 clusters Score -7.020719e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 48389 members 
Mstep: Class 7 contains 38129 members 
Mstep: Class 8 contains 36445 members 
Mstep: Class 9 contains 238199 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51322 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 34890 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15347 members 
Mstep: Class 17 contains 46693 members 
Mstep: Class 18 contains 63361 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45225 members 
Mstep: Class 22 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207264.000000 Penalty: 43641.613281
Iteration 152Q: 21 clusters Score -7.020726e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 48392 members 
Mstep: Class 7 contains 38117 members 
Mstep: Class 8 contains 36454 members 
Mstep: Class 9 contains 238169 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51306 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15393 members 
Mstep: Class 17 contains 46695 members 
Mstep: Class 18 contains 63369 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45225 members 
Mstep: Class 22 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207320.000000 Penalty: 43641.613281
Iteration 153Q: 21 clusters Score -7.020732e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 48389 members 
Mstep: Class 7 contains 38102 members 
Mstep: Class 8 contains 36456 members 
Mstep: Class 9 contains 238154 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51286 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 34918 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 46700 members 
Mstep: Class 18 contains 63380 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45226 members 
Mstep: Class 22 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207240.000000 Penalty: 43641.613281
Iteration 154Q: 21 clusters Score -7.020724e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 48387 members 
Mstep: Class 7 contains 38088 members 
Mstep: Class 8 contains 36462 members 
Mstep: Class 9 contains 238141 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51264 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 34935 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15490 members 
Mstep: Class 17 contains 46709 members 
Mstep: Class 18 contains 63390 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45227 members 
Mstep: Class 22 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207312.000000 Penalty: 43641.613281
Iteration 155Q: 21 clusters Score -7.020731e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 48387 members 
Mstep: Class 7 contains 38071 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 238115 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51249 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 34945 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15541 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 63401 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45228 members 
Mstep: Class 22 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207352.000000 Penalty: 43641.613281
Iteration 156Q: 21 clusters Score -7.020735e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 38061 members 
Mstep: Class 8 contains 36485 members 
Mstep: Class 9 contains 238078 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51243 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 34951 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 63417 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 45229 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207328.000000 Penalty: 43641.613281
Iteration 157Q: 21 clusters Score -7.020733e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 48386 members 
Mstep: Class 7 contains 38046 members 
Mstep: Class 8 contains 36492 members 
Mstep: Class 9 contains 238042 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51229 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 34960 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15643 members 
Mstep: Class 17 contains 46738 members 
Mstep: Class 18 contains 63426 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207368.000000 Penalty: 43641.613281
Iteration 158Q: 21 clusters Score -7.020737e+07 nChanged 162
Entering ConstructFrom: 
Score: -70207368.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (32854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Entering Unmasked Estep 
Score: -3512591.000000 Penalty: 1689.972168
	Iteration 0F: 2 clusters Score -3512591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3490498.750000 Penalty: 3379.944336
	Iteration 0F: 3 clusters Score -3490499 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3498904.250000 Penalty: 3379.944336
	Iteration 1F: 3 clusters Score -3498904 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3499318.500000 Penalty: 3379.944336
	Iteration 2Q: 3 clusters Score -3499318 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3499784.750000 Penalty: 3379.944336
	Iteration 3Q: 3 clusters Score -3499785 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3500297.250000 Penalty: 3379.944336
	Iteration 4Q: 3 clusters Score -3500297 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3501039.750000 Penalty: 3379.944336
	Iteration 5Q: 3 clusters Score -3501040 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3502014.250000 Penalty: 3379.944336
	Iteration 6F: 3 clusters Score -3502014 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3503434.500000 Penalty: 3379.944336
	Iteration 7F: 3 clusters Score -3503434 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3505152.500000 Penalty: 3379.944336
	Iteration 8F: 3 clusters Score -3505152 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3506779.500000 Penalty: 3379.944336
	Iteration 9F: 3 clusters Score -3506780 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3507862.000000 Penalty: 3379.944336
	Iteration 10Q: 3 clusters Score -3507862 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3508377.250000 Penalty: 3379.944336
	Iteration 11Q: 3 clusters Score -3508377 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3508737.250000 Penalty: 3379.944336
	Iteration 12Q: 3 clusters Score -3508737 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3509009.250000 Penalty: 3379.944336
	Iteration 13Q: 3 clusters Score -3509009 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3509264.000000 Penalty: 3379.944336
	Iteration 14Q: 3 clusters Score -3509264 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3509475.000000 Penalty: 3379.944336
	Iteration 15Q: 3 clusters Score -3509475 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3509645.000000 Penalty: 3379.944336
	Iteration 16Q: 3 clusters Score -3509645 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3509804.500000 Penalty: 3379.944336
	Iteration 17Q: 3 clusters Score -3509804 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3509955.750000 Penalty: 3379.944336
	Iteration 18Q: 3 clusters Score -3509956 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3510082.500000 Penalty: 3379.944336
	Iteration 19Q: 3 clusters Score -3510082 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3510194.750000 Penalty: 3379.944336
	Iteration 20F: 3 clusters Score -3510195 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3510289.000000 Penalty: 3379.944336
	Iteration 21Q: 3 clusters Score -3510289 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3510358.500000 Penalty: 3379.944336
	Iteration 22Q: 3 clusters Score -3510358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3510428.000000 Penalty: 3379.944336
	Iteration 23Q: 3 clusters Score -3510428 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3510520.750000 Penalty: 3379.944336
	Iteration 24Q: 3 clusters Score -3510521 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3510589.000000 Penalty: 3379.944336
	Iteration 25Q: 3 clusters Score -3510589 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3510655.000000 Penalty: 3379.944336
	Iteration 26Q: 3 clusters Score -3510655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3510713.000000 Penalty: 3379.944336
	Iteration 27Q: 3 clusters Score -3510713 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3510774.750000 Penalty: 3379.944336
	Iteration 28Q: 3 clusters Score -3510775 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3510815.750000 Penalty: 3379.944336
	Iteration 29Q: 3 clusters Score -3510816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3510868.250000 Penalty: 3379.944336
	Iteration 30Q: 3 clusters Score -3510868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3510908.000000 Penalty: 3379.944336
	Iteration 31Q: 3 clusters Score -3510908 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3510917.750000 Penalty: 3379.944336
	Iteration 32Q: 3 clusters Score -3510918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3510954.250000 Penalty: 3379.944336
	Iteration 33Q: 3 clusters Score -3510954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -3510977.250000 Penalty: 3379.944336
	Iteration 34Q: 3 clusters Score -3510977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3511010.750000 Penalty: 3379.944336
	Iteration 35Q: 3 clusters Score -3511011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3511025.750000 Penalty: 3379.944336
	Iteration 36Q: 3 clusters Score -3511026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3511059.250000 Penalty: 3379.944336
	Iteration 37Q: 3 clusters Score -3511059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3511079.000000 Penalty: 3379.944336
	Iteration 38Q: 3 clusters Score -3511079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3511099.750000 Penalty: 3379.944336
	Iteration 39Q: 3 clusters Score -3511100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3511115.500000 Penalty: 3379.944336
	Iteration 40F: 3 clusters Score -3511116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3511127.000000 Penalty: 3379.944336
	Iteration 41Q: 3 clusters Score -3511127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3511143.500000 Penalty: 3379.944336
	Iteration 42Q: 3 clusters Score -3511144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3511158.750000 Penalty: 3379.944336
	Iteration 43Q: 3 clusters Score -3511159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3511161.500000 Penalty: 3379.944336
	Iteration 44Q: 3 clusters Score -3511162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3511177.750000 Penalty: 3379.944336
	Iteration 45Q: 3 clusters Score -3511178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3511180.000000 Penalty: 3379.944336
	Iteration 46Q: 3 clusters Score -3511180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3511190.000000 Penalty: 3379.944336
	Iteration 47Q: 3 clusters Score -3511190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3511199.750000 Penalty: 3379.944336
	Iteration 48Q: 3 clusters Score -3511200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3511212.000000 Penalty: 3379.944336
	Iteration 49Q: 3 clusters Score -3511212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3511206.500000 Penalty: 3379.944336
	Iteration 50Q: 3 clusters Score -3511206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3511203.000000 Penalty: 3379.944336
	Iteration 51Q: 3 clusters Score -3511203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3511212.000000 Penalty: 3379.944336
	Iteration 52Q: 3 clusters Score -3511212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3511218.000000 Penalty: 3379.944336
	Iteration 53Q: 3 clusters Score -3511218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3511224.750000 Penalty: 3379.944336
	Iteration 54Q: 3 clusters Score -3511225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3511231.000000 Penalty: 3379.944336
	Iteration 55Q: 3 clusters Score -3511231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3511228.250000 Penalty: 3379.944336
	Iteration 56Q: 3 clusters Score -3511228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3511238.500000 Penalty: 3379.944336
	Iteration 57Q: 3 clusters Score -3511238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3511245.750000 Penalty: 3379.944336
	Iteration 58Q: 3 clusters Score -3511246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3511248.250000 Penalty: 3379.944336
	Iteration 59Q: 3 clusters Score -3511248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3511256.500000 Penalty: 3379.944336
	Iteration 60F: 3 clusters Score -3511256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -3511260.250000 Penalty: 3379.944336
	Iteration 61Q: 3 clusters Score -3511260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3511262.000000 Penalty: 3379.944336
	Iteration 62Q: 3 clusters Score -3511262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3511266.750000 Penalty: 3379.944336
	Iteration 63Q: 3 clusters Score -3511267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3511267.750000 Penalty: 3379.944336
	Iteration 64Q: 3 clusters Score -3511268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3511275.250000 Penalty: 3379.944336
	Iteration 65Q: 3 clusters Score -3511275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3511273.250000 Penalty: 3379.944336
	Iteration 66Q: 3 clusters Score -3511273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3511272.750000 Penalty: 3379.944336
	Iteration 67Q: 3 clusters Score -3511273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3511278.500000 Penalty: 3379.944336
	Iteration 68Q: 3 clusters Score -3511278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3511277.000000 Penalty: 3379.944336
	Iteration 69Q: 3 clusters Score -3511277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3511278.250000 Penalty: 3379.944336
	Iteration 70Q: 3 clusters Score -3511278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3511279.500000 Penalty: 3379.944336
	Iteration 71Q: 3 clusters Score -3511280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3511279.500000 Penalty: 3379.944336
	Iteration 72F: 3 clusters Score -3511280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -92732.265625 Penalty: 1109.313599
	Iteration 0F: 2 clusters Score -92732.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91403.632812 Penalty: 2218.627197
	Iteration 0F: 3 clusters Score -91403.63 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91700.992188 Penalty: 2218.627197
	Iteration 1F: 3 clusters Score -91700.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91772.132812 Penalty: 2218.627197
	Iteration 2F: 3 clusters Score -91772.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91803.765625 Penalty: 2218.627197
	Iteration 3Q: 3 clusters Score -91803.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91835.703125 Penalty: 2218.627197
	Iteration 4Q: 3 clusters Score -91835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91863.187500 Penalty: 2218.627197
	Iteration 5Q: 3 clusters Score -91863.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91886.304688 Penalty: 2218.627197
	Iteration 6Q: 3 clusters Score -91886.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91922.421875 Penalty: 2218.627197
	Iteration 7Q: 3 clusters Score -91922.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91953.117188 Penalty: 2218.627197
	Iteration 8Q: 3 clusters Score -91953.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91982.484375 Penalty: 2218.627197
	Iteration 9Q: 3 clusters Score -91982.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92016.500000 Penalty: 2218.627197
	Iteration 10Q: 3 clusters Score -92016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92063.875000 Penalty: 2218.627197
	Iteration 11Q: 3 clusters Score -92063.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92149.445312 Penalty: 2218.627197
	Iteration 12Q: 3 clusters Score -92149.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92321.578125 Penalty: 2218.627197
	Iteration 13Q: 3 clusters Score -92321.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92519.664062 Penalty: 2218.627197
	Iteration 14F: 3 clusters Score -92519.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92627.265625 Penalty: 2218.627197
	Iteration 15F: 3 clusters Score -92627.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92688.070312 Penalty: 2218.627197
	Iteration 16Q: 3 clusters Score -92688.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92725.859375 Penalty: 2218.627197
	Iteration 17Q: 3 clusters Score -92725.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92753.812500 Penalty: 2218.627197
	Iteration 18Q: 3 clusters Score -92753.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92786.085938 Penalty: 2218.627197
	Iteration 19Q: 3 clusters Score -92786.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92818.632812 Penalty: 2218.627197
	Iteration 20F: 3 clusters Score -92818.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92842.976562 Penalty: 2218.627197
	Iteration 21Q: 3 clusters Score -92842.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92881.562500 Penalty: 2218.627197
	Iteration 22Q: 3 clusters Score -92881.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92927.914062 Penalty: 2218.627197
	Iteration 23Q: 3 clusters Score -92927.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92960.523438 Penalty: 2218.627197
	Iteration 24Q: 3 clusters Score -92960.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92971.062500 Penalty: 2218.627197
	Iteration 25Q: 3 clusters Score -92971.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92971.062500 Penalty: 2218.627197
	Iteration 26F: 3 clusters Score -92971.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 48383 members 
Mstep: Class 7 contains 38028 members 
Mstep: Class 8 contains 36500 members 
Mstep: Class 9 contains 238008 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51217 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 34972 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 46747 members 
Mstep: Class 18 contains 63438 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45229 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
Score: -70206512.000000 Penalty: 45823.691406
Splitting cluster 2 changes total score from -70207368.000000 to -70206512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -404397.843750 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -404397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -401002.656250 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -401002.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402116.250000 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -402116.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -402441.937500 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -402441.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -402755.500000 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -402755.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -403120.843750 Penalty: 2704.778076
	Iteration 4F: 3 clusters Score -403120.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -403517.375000 Penalty: 2704.778076
	Iteration 5F: 3 clusters Score -403517.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -403719.156250 Penalty: 2704.778076
	Iteration 6F: 3 clusters Score -403719.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -403799.437500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -403799.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -403835.687500 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -403835.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -403850.968750 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -403851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -403859.500000 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -403859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -403865.093750 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -403865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -403867.906250 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -403867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -403869.562500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -403869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -403870.281250 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -403870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -403870.437500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -403870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -403871.937500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -403871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -403874.000000 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -403874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -403878.343750 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -403878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -403883.781250 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -403883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -403889.500000 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -403889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -403893.281250 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -403893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -403896.062500 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -403896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -403899.968750 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -403900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -403902.500000 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -403902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -403902.625000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -403902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -403907.062500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -403907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -403914.281250 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -403914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -403916.375000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -403916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -403917.062500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -403917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -403918.000000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -403918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -403918.187500 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -403918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -403918.187500 Penalty: 2704.778076
	Iteration 32F: 3 clusters Score -403918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -36754.027344 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -36754.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35834.347656 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -35834.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36076.195312 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -36076.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36338.511719 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -36338.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36474.757812 Penalty: 1985.505493
	Iteration 3F: 3 clusters Score -36474.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36589.992188 Penalty: 1985.505493
	Iteration 4F: 3 clusters Score -36589.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36676.441406 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -36676.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36707.968750 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -36707.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36712.152344 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -36712.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36712.152344 Penalty: 1985.505493
	Iteration 8F: 3 clusters Score -36712.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Entering Unmasked Estep 
Score: -770207.750000 Penalty: 1447.619019
	Iteration 0F: 2 clusters Score -770207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -764759.500000 Penalty: 2895.238037
	Iteration 0F: 3 clusters Score -764759.5 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -766383.937500 Penalty: 2895.238037
	Iteration 1F: 3 clusters Score -766383.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -766587.125000 Penalty: 2895.238037
	Iteration 2F: 3 clusters Score -766587.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -766758.750000 Penalty: 2895.238037
	Iteration 3Q: 3 clusters Score -766758.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -766953.375000 Penalty: 2895.238037
	Iteration 4Q: 3 clusters Score -766953.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -767156.375000 Penalty: 2895.238037
	Iteration 5Q: 3 clusters Score -767156.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -767389.375000 Penalty: 2895.238037
	Iteration 6F: 3 clusters Score -767389.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -767636.750000 Penalty: 2895.238037
	Iteration 7Q: 3 clusters Score -767636.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -767921.812500 Penalty: 2895.238037
	Iteration 8Q: 3 clusters Score -767921.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -768191.187500 Penalty: 2895.238037
	Iteration 9Q: 3 clusters Score -768191.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -768449.312500 Penalty: 2895.238037
	Iteration 10Q: 3 clusters Score -768449.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -768657.562500 Penalty: 2895.238037
	Iteration 11Q: 3 clusters Score -768657.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -768816.687500 Penalty: 2895.238037
	Iteration 12Q: 3 clusters Score -768816.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -768922.562500 Penalty: 2895.238037
	Iteration 13Q: 3 clusters Score -768922.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -768971.500000 Penalty: 2895.238037
	Iteration 14Q: 3 clusters Score -768971.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -769004.625000 Penalty: 2895.238037
	Iteration 15Q: 3 clusters Score -769004.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -769024.625000 Penalty: 2895.238037
	Iteration 16Q: 3 clusters Score -769024.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -769041.687500 Penalty: 2895.238037
	Iteration 17Q: 3 clusters Score -769041.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -769058.625000 Penalty: 2895.238037
	Iteration 18Q: 3 clusters Score -769058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -769074.312500 Penalty: 2895.238037
	Iteration 19Q: 3 clusters Score -769074.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -769082.187500 Penalty: 2895.238037
	Iteration 20F: 3 clusters Score -769082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -769086.875000 Penalty: 2895.238037
	Iteration 21Q: 3 clusters Score -769086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -769093.687500 Penalty: 2895.238037
	Iteration 22Q: 3 clusters Score -769093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -769095.062500 Penalty: 2895.238037
	Iteration 23Q: 3 clusters Score -769095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -769098.312500 Penalty: 2895.238037
	Iteration 24Q: 3 clusters Score -769098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -769099.937500 Penalty: 2895.238037
	Iteration 25Q: 3 clusters Score -769099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -769104.062500 Penalty: 2895.238037
	Iteration 26Q: 3 clusters Score -769104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -769104.687500 Penalty: 2895.238037
	Iteration 27Q: 3 clusters Score -769104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -769105.062500 Penalty: 2895.238037
	Iteration 28Q: 3 clusters Score -769105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -769105.062500 Penalty: 2895.238037
	Iteration 29F: 3 clusters Score -769105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Entering Unmasked Estep 
Score: -5135115.500000 Penalty: 1752.871826
	Iteration 0F: 2 clusters Score -5135116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5102826.500000 Penalty: 3505.743652
	Iteration 0F: 3 clusters Score -5102826 nChanged 22641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -5115977.500000 Penalty: 3505.743652
	Iteration 1F: 3 clusters Score -5115978 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5116994.000000 Penalty: 3505.743652
	Iteration 2Q: 3 clusters Score -5116994 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5118400.000000 Penalty: 3505.743652
	Iteration 3F: 3 clusters Score -5118400 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5120056.000000 Penalty: 3505.743652
	Iteration 4F: 3 clusters Score -5120056 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5121935.500000 Penalty: 3505.743652
	Iteration 5F: 3 clusters Score -5121936 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -5123774.000000 Penalty: 3505.743652
	Iteration 6F: 3 clusters Score -5123774 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5125294.500000 Penalty: 3505.743652
	Iteration 7F: 3 clusters Score -5125294 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5126524.000000 Penalty: 3505.743652
	Iteration 8F: 3 clusters Score -5126524 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5127331.500000 Penalty: 3505.743652
	Iteration 9Q: 3 clusters Score -5127332 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5127965.500000 Penalty: 3505.743652
	Iteration 10Q: 3 clusters Score -5127966 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5128432.500000 Penalty: 3505.743652
	Iteration 11Q: 3 clusters Score -5128432 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -5128724.500000 Penalty: 3505.743652
	Iteration 12Q: 3 clusters Score -5128724 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -5128972.000000 Penalty: 3505.743652
	Iteration 13Q: 3 clusters Score -5128972 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -5129155.000000 Penalty: 3505.743652
	Iteration 14Q: 3 clusters Score -5129155 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5129273.000000 Penalty: 3505.743652
	Iteration 15Q: 3 clusters Score -5129273 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5129380.000000 Penalty: 3505.743652
	Iteration 16Q: 3 clusters Score -5129380 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5129449.000000 Penalty: 3505.743652
	Iteration 17Q: 3 clusters Score -5129449 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5129556.500000 Penalty: 3505.743652
	Iteration 18Q: 3 clusters Score -5129556 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -5129631.000000 Penalty: 3505.743652
	Iteration 19Q: 3 clusters Score -5129631 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -5129719.000000 Penalty: 3505.743652
	Iteration 20F: 3 clusters Score -5129719 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5129805.000000 Penalty: 3505.743652
	Iteration 21Q: 3 clusters Score -5129805 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5129887.500000 Penalty: 3505.743652
	Iteration 22Q: 3 clusters Score -5129888 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5129984.500000 Penalty: 3505.743652
	Iteration 23Q: 3 clusters Score -5129984 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -5130112.500000 Penalty: 3505.743652
	Iteration 24Q: 3 clusters Score -5130112 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5130194.500000 Penalty: 3505.743652
	Iteration 25Q: 3 clusters Score -5130194 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5130303.000000 Penalty: 3505.743652
	Iteration 26Q: 3 clusters Score -5130303 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5130463.000000 Penalty: 3505.743652
	Iteration 27Q: 3 clusters Score -5130463 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5130598.500000 Penalty: 3505.743652
	Iteration 28Q: 3 clusters Score -5130598 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5130736.000000 Penalty: 3505.743652
	Iteration 29Q: 3 clusters Score -5130736 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5130850.000000 Penalty: 3505.743652
	Iteration 30Q: 3 clusters Score -5130850 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5130977.000000 Penalty: 3505.743652
	Iteration 31Q: 3 clusters Score -5130977 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5131138.500000 Penalty: 3505.743652
	Iteration 32Q: 3 clusters Score -5131138 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5131275.000000 Penalty: 3505.743652
	Iteration 33Q: 3 clusters Score -5131275 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5131388.000000 Penalty: 3505.743652
	Iteration 34Q: 3 clusters Score -5131388 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5131557.500000 Penalty: 3505.743652
	Iteration 35Q: 3 clusters Score -5131558 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5131703.500000 Penalty: 3505.743652
	Iteration 36Q: 3 clusters Score -5131704 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5131820.500000 Penalty: 3505.743652
	Iteration 37Q: 3 clusters Score -5131820 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5131969.000000 Penalty: 3505.743652
	Iteration 38Q: 3 clusters Score -5131969 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5132109.000000 Penalty: 3505.743652
	Iteration 39Q: 3 clusters Score -5132109 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5132263.000000 Penalty: 3505.743652
	Iteration 40F: 3 clusters Score -5132263 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5132414.000000 Penalty: 3505.743652
	Iteration 41Q: 3 clusters Score -5132414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5132524.500000 Penalty: 3505.743652
	Iteration 42Q: 3 clusters Score -5132524 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -5132651.000000 Penalty: 3505.743652
	Iteration 43Q: 3 clusters Score -5132651 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5132773.000000 Penalty: 3505.743652
	Iteration 44Q: 3 clusters Score -5132773 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5132883.000000 Penalty: 3505.743652
	Iteration 45Q: 3 clusters Score -5132883 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5132971.500000 Penalty: 3505.743652
	Iteration 46Q: 3 clusters Score -5132972 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5133024.500000 Penalty: 3505.743652
	Iteration 47Q: 3 clusters Score -5133024 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5133106.000000 Penalty: 3505.743652
	Iteration 48Q: 3 clusters Score -5133106 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5133161.500000 Penalty: 3505.743652
	Iteration 49Q: 3 clusters Score -5133162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5133209.500000 Penalty: 3505.743652
	Iteration 50Q: 3 clusters Score -5133210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5133267.000000 Penalty: 3505.743652
	Iteration 51Q: 3 clusters Score -5133267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5133313.500000 Penalty: 3505.743652
	Iteration 52Q: 3 clusters Score -5133314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -5133345.000000 Penalty: 3505.743652
	Iteration 53Q: 3 clusters Score -5133345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5133383.500000 Penalty: 3505.743652
	Iteration 54Q: 3 clusters Score -5133384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -5133425.500000 Penalty: 3505.743652
	Iteration 55Q: 3 clusters Score -5133426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5133447.000000 Penalty: 3505.743652
	Iteration 56Q: 3 clusters Score -5133447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -5133489.500000 Penalty: 3505.743652
	Iteration 57Q: 3 clusters Score -5133490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5133520.000000 Penalty: 3505.743652
	Iteration 58Q: 3 clusters Score -5133520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -5133531.500000 Penalty: 3505.743652
	Iteration 59Q: 3 clusters Score -5133532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -5133552.500000 Penalty: 3505.743652
	Iteration 60F: 3 clusters Score -5133552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -5133566.500000 Penalty: 3505.743652
	Iteration 61Q: 3 clusters Score -5133566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -5133575.500000 Penalty: 3505.743652
	Iteration 62Q: 3 clusters Score -5133576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -5133578.000000 Penalty: 3505.743652
	Iteration 63Q: 3 clusters Score -5133578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5133596.500000 Penalty: 3505.743652
	Iteration 64Q: 3 clusters Score -5133596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5133605.000000 Penalty: 3505.743652
	Iteration 65Q: 3 clusters Score -5133605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -5133608.000000 Penalty: 3505.743652
	Iteration 66Q: 3 clusters Score -5133608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5133608.500000 Penalty: 3505.743652
	Iteration 67Q: 3 clusters Score -5133608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -5133614.500000 Penalty: 3505.743652
	Iteration 68Q: 3 clusters Score -5133614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5133617.500000 Penalty: 3505.743652
	Iteration 69Q: 3 clusters Score -5133618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -5133625.500000 Penalty: 3505.743652
	Iteration 70Q: 3 clusters Score -5133626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -5133635.000000 Penalty: 3505.743652
	Iteration 71Q: 3 clusters Score -5133635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5133644.500000 Penalty: 3505.743652
	Iteration 72Q: 3 clusters Score -5133644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -5133649.000000 Penalty: 3505.743652
	Iteration 73Q: 3 clusters Score -5133649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -5133654.500000 Penalty: 3505.743652
	Iteration 74Q: 3 clusters Score -5133654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5133664.000000 Penalty: 3505.743652
	Iteration 75Q: 3 clusters Score -5133664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -5133663.500000 Penalty: 3505.743652
	Iteration 76Q: 3 clusters Score -5133664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -5133672.500000 Penalty: 3505.743652
	Iteration 77Q: 3 clusters Score -5133672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -5133674.500000 Penalty: 3505.743652
	Iteration 78Q: 3 clusters Score -5133674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5133678.000000 Penalty: 3505.743652
	Iteration 79Q: 3 clusters Score -5133678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5133682.500000 Penalty: 3505.743652
	Iteration 80F: 3 clusters Score -5133682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5133688.500000 Penalty: 3505.743652
	Iteration 81Q: 3 clusters Score -5133688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -5133688.500000 Penalty: 3505.743652
	Iteration 82Q: 3 clusters Score -5133688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5133695.000000 Penalty: 3505.743652
	Iteration 83Q: 3 clusters Score -5133695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5133694.000000 Penalty: 3505.743652
	Iteration 84Q: 3 clusters Score -5133694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5133700.500000 Penalty: 3505.743652
	Iteration 85Q: 3 clusters Score -5133700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5133700.000000 Penalty: 3505.743652
	Iteration 86Q: 3 clusters Score -5133700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5133700.500000 Penalty: 3505.743652
	Iteration 87Q: 3 clusters Score -5133700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5133698.000000 Penalty: 3505.743652
	Iteration 88Q: 3 clusters Score -5133698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5133701.000000 Penalty: 3505.743652
	Iteration 89Q: 3 clusters Score -5133701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -5133698.000000 Penalty: 3505.743652
	Iteration 90Q: 3 clusters Score -5133698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -5133698.000000 Penalty: 3505.743652
	Iteration 91F: 3 clusters Score -5133698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Entering Unmasked Estep 
Score: -4065554.000000 Penalty: 1713.737671
	Iteration 0F: 2 clusters Score -4065554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4039871.500000 Penalty: 3427.475342
	Iteration 0F: 3 clusters Score -4039872 nChanged 17706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4049971.500000 Penalty: 3427.475342
	Iteration 1F: 3 clusters Score -4049972 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4050558.250000 Penalty: 3427.475342
	Iteration 2Q: 3 clusters Score -4050558 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4051308.000000 Penalty: 3427.475342
	Iteration 3Q: 3 clusters Score -4051308 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4052178.750000 Penalty: 3427.475342
	Iteration 4Q: 3 clusters Score -4052179 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4053199.250000 Penalty: 3427.475342
	Iteration 5Q: 3 clusters Score -4053199 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4054423.750000 Penalty: 3427.475342
	Iteration 6F: 3 clusters Score -4054424 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4055776.750000 Penalty: 3427.475342
	Iteration 7F: 3 clusters Score -4055777 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4057159.000000 Penalty: 3427.475342
	Iteration 8F: 3 clusters Score -4057159 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4058363.500000 Penalty: 3427.475342
	Iteration 9F: 3 clusters Score -4058364 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4059116.250000 Penalty: 3427.475342
	Iteration 10Q: 3 clusters Score -4059116 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4059420.750000 Penalty: 3427.475342
	Iteration 11Q: 3 clusters Score -4059421 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4059612.250000 Penalty: 3427.475342
	Iteration 12Q: 3 clusters Score -4059612 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4059754.000000 Penalty: 3427.475342
	Iteration 13Q: 3 clusters Score -4059754 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4059872.250000 Penalty: 3427.475342
	Iteration 14Q: 3 clusters Score -4059872 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4060006.750000 Penalty: 3427.475342
	Iteration 15Q: 3 clusters Score -4060007 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4060174.750000 Penalty: 3427.475342
	Iteration 16Q: 3 clusters Score -4060175 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4060309.750000 Penalty: 3427.475342
	Iteration 17Q: 3 clusters Score -4060310 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4060424.750000 Penalty: 3427.475342
	Iteration 18Q: 3 clusters Score -4060425 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4060510.500000 Penalty: 3427.475342
	Iteration 19Q: 3 clusters Score -4060510 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4060610.000000 Penalty: 3427.475342
	Iteration 20F: 3 clusters Score -4060610 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4060685.500000 Penalty: 3427.475342
	Iteration 21Q: 3 clusters Score -4060686 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4060735.500000 Penalty: 3427.475342
	Iteration 22Q: 3 clusters Score -4060736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4060789.500000 Penalty: 3427.475342
	Iteration 23Q: 3 clusters Score -4060790 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4060846.750000 Penalty: 3427.475342
	Iteration 24Q: 3 clusters Score -4060847 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4060867.250000 Penalty: 3427.475342
	Iteration 25Q: 3 clusters Score -4060867 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4060919.500000 Penalty: 3427.475342
	Iteration 26Q: 3 clusters Score -4060920 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4060960.000000 Penalty: 3427.475342
	Iteration 27Q: 3 clusters Score -4060960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4060984.250000 Penalty: 3427.475342
	Iteration 28Q: 3 clusters Score -4060984 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4061012.250000 Penalty: 3427.475342
	Iteration 29Q: 3 clusters Score -4061012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4061028.000000 Penalty: 3427.475342
	Iteration 30Q: 3 clusters Score -4061028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4061040.000000 Penalty: 3427.475342
	Iteration 31Q: 3 clusters Score -4061040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4061054.250000 Penalty: 3427.475342
	Iteration 32Q: 3 clusters Score -4061054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4061046.000000 Penalty: 3427.475342
	Iteration 33Q: 3 clusters Score -4061046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4061069.500000 Penalty: 3427.475342
	Iteration 34Q: 3 clusters Score -4061070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4061076.500000 Penalty: 3427.475342
	Iteration 35Q: 3 clusters Score -4061076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4061081.500000 Penalty: 3427.475342
	Iteration 36Q: 3 clusters Score -4061082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4061081.500000 Penalty: 3427.475342
	Iteration 37Q: 3 clusters Score -4061082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4061085.250000 Penalty: 3427.475342
	Iteration 38Q: 3 clusters Score -4061085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4061087.000000 Penalty: 3427.475342
	Iteration 39Q: 3 clusters Score -4061087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4061092.250000 Penalty: 3427.475342
	Iteration 40F: 3 clusters Score -4061092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4061084.750000 Penalty: 3427.475342
	Iteration 41Q: 3 clusters Score -4061085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4061084.750000 Penalty: 3427.475342
	Iteration 42Q: 3 clusters Score -4061085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4061084.750000 Penalty: 3427.475342
	Iteration 43Q: 3 clusters Score -4061085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4061093.750000 Penalty: 3427.475342
	Iteration 44Q: 3 clusters Score -4061094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4061093.500000 Penalty: 3427.475342
	Iteration 45Q: 3 clusters Score -4061094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4061091.000000 Penalty: 3427.475342
	Iteration 46Q: 3 clusters Score -4061091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4061088.250000 Penalty: 3427.475342
	Iteration 47Q: 3 clusters Score -4061088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4061094.500000 Penalty: 3427.475342
	Iteration 48Q: 3 clusters Score -4061094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4061089.750000 Penalty: 3427.475342
	Iteration 49Q: 3 clusters Score -4061090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4061091.000000 Penalty: 3427.475342
	Iteration 50Q: 3 clusters Score -4061091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4061090.000000 Penalty: 3427.475342
	Iteration 51Q: 3 clusters Score -4061090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4061094.000000 Penalty: 3427.475342
	Iteration 52Q: 3 clusters Score -4061094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4061094.500000 Penalty: 3427.475342
	Iteration 53Q: 3 clusters Score -4061094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4061103.250000 Penalty: 3427.475342
	Iteration 54Q: 3 clusters Score -4061103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4061101.750000 Penalty: 3427.475342
	Iteration 55Q: 3 clusters Score -4061102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4061103.750000 Penalty: 3427.475342
	Iteration 56Q: 3 clusters Score -4061104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4061105.000000 Penalty: 3427.475342
	Iteration 57Q: 3 clusters Score -4061105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4061101.250000 Penalty: 3427.475342
	Iteration 58Q: 3 clusters Score -4061101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4061103.250000 Penalty: 3427.475342
	Iteration 59Q: 3 clusters Score -4061103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4061108.500000 Penalty: 3427.475342
	Iteration 60F: 3 clusters Score -4061108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4061108.250000 Penalty: 3427.475342
	Iteration 61Q: 3 clusters Score -4061108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4061113.000000 Penalty: 3427.475342
	Iteration 62Q: 3 clusters Score -4061113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4061107.750000 Penalty: 3427.475342
	Iteration 63Q: 3 clusters Score -4061108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4061107.000000 Penalty: 3427.475342
	Iteration 64Q: 3 clusters Score -4061107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4061103.750000 Penalty: 3427.475342
	Iteration 65Q: 3 clusters Score -4061104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4061112.000000 Penalty: 3427.475342
	Iteration 66Q: 3 clusters Score -4061112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4061113.000000 Penalty: 3427.475342
	Iteration 67Q: 3 clusters Score -4061113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4061113.000000 Penalty: 3427.475342
	Iteration 68Q: 3 clusters Score -4061113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4061113.500000 Penalty: 3427.475342
	Iteration 69Q: 3 clusters Score -4061114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4061104.500000 Penalty: 3427.475342
	Iteration 70Q: 3 clusters Score -4061104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4061111.750000 Penalty: 3427.475342
	Iteration 71Q: 3 clusters Score -4061112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4061110.000000 Penalty: 3427.475342
	Iteration 72Q: 3 clusters Score -4061110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4061112.500000 Penalty: 3427.475342
	Iteration 73Q: 3 clusters Score -4061112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4061112.750000 Penalty: 3427.475342
	Iteration 74Q: 3 clusters Score -4061113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4061115.000000 Penalty: 3427.475342
	Iteration 75Q: 3 clusters Score -4061115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4061115.750000 Penalty: 3427.475342
	Iteration 76Q: 3 clusters Score -4061116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4061112.000000 Penalty: 3427.475342
	Iteration 77Q: 3 clusters Score -4061112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4061110.250000 Penalty: 3427.475342
	Iteration 78Q: 3 clusters Score -4061110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4061104.500000 Penalty: 3427.475342
	Iteration 79Q: 3 clusters Score -4061104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4061109.000000 Penalty: 3427.475342
	Iteration 80F: 3 clusters Score -4061109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4061103.500000 Penalty: 3427.475342
	Iteration 81Q: 3 clusters Score -4061104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4061105.500000 Penalty: 3427.475342
	Iteration 82Q: 3 clusters Score -4061106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4061104.750000 Penalty: 3427.475342
	Iteration 83Q: 3 clusters Score -4061105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4061109.750000 Penalty: 3427.475342
	Iteration 84Q: 3 clusters Score -4061110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4061107.000000 Penalty: 3427.475342
	Iteration 85Q: 3 clusters Score -4061107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4061105.250000 Penalty: 3427.475342
	Iteration 86Q: 3 clusters Score -4061105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4061105.000000 Penalty: 3427.475342
	Iteration 87Q: 3 clusters Score -4061105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4061105.250000 Penalty: 3427.475342
	Iteration 88Q: 3 clusters Score -4061105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -4061113.250000 Penalty: 3427.475342
	Iteration 89Q: 3 clusters Score -4061113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4061115.500000 Penalty: 3427.475342
	Iteration 90Q: 3 clusters Score -4061116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4061112.750000 Penalty: 3427.475342
	Iteration 91Q: 3 clusters Score -4061113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4061111.500000 Penalty: 3427.475342
	Iteration 92Q: 3 clusters Score -4061112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4061115.500000 Penalty: 3427.475342
	Iteration 93Q: 3 clusters Score -4061116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4061114.500000 Penalty: 3427.475342
	Iteration 94Q: 3 clusters Score -4061114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4061114.250000 Penalty: 3427.475342
	Iteration 95Q: 3 clusters Score -4061114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4061115.500000 Penalty: 3427.475342
	Iteration 96Q: 3 clusters Score -4061116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4061117.250000 Penalty: 3427.475342
	Iteration 97Q: 3 clusters Score -4061117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4061113.750000 Penalty: 3427.475342
	Iteration 98Q: 3 clusters Score -4061114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4061115.500000 Penalty: 3427.475342
	Iteration 99Q: 3 clusters Score -4061116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4061113.750000 Penalty: 3427.475342
	Iteration 100F: 3 clusters Score -4061114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4061112.750000 Penalty: 3427.475342
	Iteration 101Q: 3 clusters Score -4061113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4061115.250000 Penalty: 3427.475342
	Iteration 102Q: 3 clusters Score -4061115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4061117.500000 Penalty: 3427.475342
	Iteration 103Q: 3 clusters Score -4061118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4061114.250000 Penalty: 3427.475342
	Iteration 104Q: 3 clusters Score -4061114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4061117.250000 Penalty: 3427.475342
	Iteration 105Q: 3 clusters Score -4061117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4061114.000000 Penalty: 3427.475342
	Iteration 106Q: 3 clusters Score -4061114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4061114.000000 Penalty: 3427.475342
	Iteration 107F: 3 clusters Score -4061114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Entering Unmasked Estep 
Score: -3736963.500000 Penalty: 1707.073486
	Iteration 0F: 2 clusters Score -3736964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3712425.500000 Penalty: 3414.146973
	Iteration 0F: 3 clusters Score -3712426 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3721806.000000 Penalty: 3414.146973
	Iteration 1F: 3 clusters Score -3721806 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3722178.750000 Penalty: 3414.146973
	Iteration 2Q: 3 clusters Score -3722179 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3722526.750000 Penalty: 3414.146973
	Iteration 3Q: 3 clusters Score -3722527 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3722879.500000 Penalty: 3414.146973
	Iteration 4Q: 3 clusters Score -3722880 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3723253.000000 Penalty: 3414.146973
	Iteration 5Q: 3 clusters Score -3723253 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3723720.750000 Penalty: 3414.146973
	Iteration 6Q: 3 clusters Score -3723721 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3724332.250000 Penalty: 3414.146973
	Iteration 7Q: 3 clusters Score -3724332 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3725196.000000 Penalty: 3414.146973
	Iteration 8Q: 3 clusters Score -3725196 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3726416.750000 Penalty: 3414.146973
	Iteration 9F: 3 clusters Score -3726417 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3728122.500000 Penalty: 3414.146973
	Iteration 10F: 3 clusters Score -3728122 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3730104.000000 Penalty: 3414.146973
	Iteration 11F: 3 clusters Score -3730104 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3731958.250000 Penalty: 3414.146973
	Iteration 12F: 3 clusters Score -3731958 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3733462.000000 Penalty: 3414.146973
	Iteration 13Q: 3 clusters Score -3733462 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -3734477.250000 Penalty: 3414.146973
	Iteration 14Q: 3 clusters Score -3734477 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3734958.750000 Penalty: 3414.146973
	Iteration 15Q: 3 clusters Score -3734959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3735203.500000 Penalty: 3414.146973
	Iteration 16Q: 3 clusters Score -3735204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3735303.500000 Penalty: 3414.146973
	Iteration 17Q: 3 clusters Score -3735304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -3735365.750000 Penalty: 3414.146973
	Iteration 18Q: 3 clusters Score -3735366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3735402.250000 Penalty: 3414.146973
	Iteration 19Q: 3 clusters Score -3735402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3735429.500000 Penalty: 3414.146973
	Iteration 20F: 3 clusters Score -3735430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -3735455.500000 Penalty: 3414.146973
	Iteration 21Q: 3 clusters Score -3735456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -3735465.750000 Penalty: 3414.146973
	Iteration 22Q: 3 clusters Score -3735466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -3735475.250000 Penalty: 3414.146973
	Iteration 23Q: 3 clusters Score -3735475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3735481.250000 Penalty: 3414.146973
	Iteration 24Q: 3 clusters Score -3735481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3735479.750000 Penalty: 3414.146973
	Iteration 25Q: 3 clusters Score -3735480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3735480.750000 Penalty: 3414.146973
	Iteration 26Q: 3 clusters Score -3735481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3735480.750000 Penalty: 3414.146973
	Iteration 27F: 3 clusters Score -3735481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238008 members 
Entering Unmasked Estep 
Score: -24961568.000000 Penalty: 2011.759644
	Iteration 0F: 2 clusters Score -2.496157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -24814940.000000 Penalty: 4023.519287
	Iteration 0F: 3 clusters Score -2.481494e+07 nChanged 115326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -24882468.000000 Penalty: 4023.519287
	Iteration 1F: 3 clusters Score -2.488247e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -24883594.000000 Penalty: 4023.519287
	Iteration 2Q: 3 clusters Score -2.488359e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 127818 members 
Entering Unmasked Estep 
Score: -24884988.000000 Penalty: 4023.519287
	Iteration 3Q: 3 clusters Score -2.488499e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 132425 members 
Entering Unmasked Estep 
Score: -24886862.000000 Penalty: 4023.519287
	Iteration 4Q: 3 clusters Score -2.488686e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 139402 members 
Entering Unmasked Estep 
Score: -24889646.000000 Penalty: 4023.519287
	Iteration 5Q: 3 clusters Score -2.488965e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -24894780.000000 Penalty: 4023.519287
	Iteration 6Q: 3 clusters Score -2.489478e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -24903944.000000 Penalty: 4023.519287
	Iteration 7F: 3 clusters Score -2.490394e+07 nChanged 18904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 183756 members 
Entering Unmasked Estep 
Score: -24919106.000000 Penalty: 4023.519287
	Iteration 8F: 3 clusters Score -2.491911e+07 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 204031 members 
Entering Unmasked Estep 
Score: -24936770.000000 Penalty: 4023.519287
	Iteration 9F: 3 clusters Score -2.493677e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 220368 members 
Entering Unmasked Estep 
Score: -24949216.000000 Penalty: 4023.519287
	Iteration 10F: 3 clusters Score -2.494922e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 229601 members 
Entering Unmasked Estep 
Score: -24954678.000000 Penalty: 4023.519287
	Iteration 11Q: 3 clusters Score -2.495468e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 233765 members 
Entering Unmasked Estep 
Score: -24957326.000000 Penalty: 4023.519287
	Iteration 12Q: 3 clusters Score -2.495733e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 235579 members 
Entering Unmasked Estep 
Score: -24958510.000000 Penalty: 4023.519287
	Iteration 13Q: 3 clusters Score -2.495851e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 236430 members 
Entering Unmasked Estep 
Score: -24959022.000000 Penalty: 4023.519287
	Iteration 14Q: 3 clusters Score -2.495902e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 236845 members 
Entering Unmasked Estep 
Score: -24959250.000000 Penalty: 4023.519287
	Iteration 15Q: 3 clusters Score -2.495925e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 237089 members 
Entering Unmasked Estep 
Score: -24959302.000000 Penalty: 4023.519287
	Iteration 16Q: 3 clusters Score -2.49593e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 237232 members 
Entering Unmasked Estep 
Score: -24959448.000000 Penalty: 4023.519287
	Iteration 17Q: 3 clusters Score -2.495945e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 237349 members 
Entering Unmasked Estep 
Score: -24959590.000000 Penalty: 4023.519287
	Iteration 18Q: 3 clusters Score -2.495959e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 237423 members 
Entering Unmasked Estep 
Score: -24959638.000000 Penalty: 4023.519287
	Iteration 19Q: 3 clusters Score -2.495964e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 237470 members 
Entering Unmasked Estep 
Score: -24959662.000000 Penalty: 4023.519287
	Iteration 20F: 3 clusters Score -2.495966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 237503 members 
Entering Unmasked Estep 
Score: -24959678.000000 Penalty: 4023.519287
	Iteration 21Q: 3 clusters Score -2.495968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 237522 members 
Entering Unmasked Estep 
Score: -24959710.000000 Penalty: 4023.519287
	Iteration 22Q: 3 clusters Score -2.495971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 237539 members 
Entering Unmasked Estep 
Score: -24959752.000000 Penalty: 4023.519287
	Iteration 23Q: 3 clusters Score -2.495975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 237553 members 
Entering Unmasked Estep 
Score: -24959768.000000 Penalty: 4023.519287
	Iteration 24Q: 3 clusters Score -2.495977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 237563 members 
Entering Unmasked Estep 
Score: -24959806.000000 Penalty: 4023.519287
	Iteration 25Q: 3 clusters Score -2.495981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 237575 members 
Entering Unmasked Estep 
Score: -24959828.000000 Penalty: 4023.519287
	Iteration 26Q: 3 clusters Score -2.495983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 237582 members 
Entering Unmasked Estep 
Score: -24959854.000000 Penalty: 4023.519287
	Iteration 27Q: 3 clusters Score -2.495985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 237589 members 
Entering Unmasked Estep 
Score: -24959836.000000 Penalty: 4023.519287
	Iteration 28Q: 3 clusters Score -2.495984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 237593 members 
Entering Unmasked Estep 
Score: -24959842.000000 Penalty: 4023.519287
	Iteration 29Q: 3 clusters Score -2.495984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 237596 members 
Entering Unmasked Estep 
Score: -24959836.000000 Penalty: 4023.519287
	Iteration 30Q: 3 clusters Score -2.495984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 237597 members 
Entering Unmasked Estep 
Score: -24959842.000000 Penalty: 4023.519287
	Iteration 31Q: 3 clusters Score -2.495984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 237598 members 
Entering Unmasked Estep 
Score: -24959850.000000 Penalty: 4023.519287
	Iteration 32Q: 3 clusters Score -2.495985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237601 members 
Entering Unmasked Estep 
Score: -24959872.000000 Penalty: 4023.519287
	Iteration 33Q: 3 clusters Score -2.495987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237601 members 
Entering Unmasked Estep 
Score: -24959872.000000 Penalty: 4023.519287
	Iteration 34F: 3 clusters Score -2.495987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -763778.437500 Penalty: 1449.345947
	Iteration 0F: 2 clusters Score -763778.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -758233.437500 Penalty: 2898.691895
	Iteration 0F: 3 clusters Score -758233.4 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -760067.750000 Penalty: 2898.691895
	Iteration 1F: 3 clusters Score -760067.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -760540.437500 Penalty: 2898.691895
	Iteration 2F: 3 clusters Score -760540.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -760917.875000 Penalty: 2898.691895
	Iteration 3F: 3 clusters Score -760917.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -761262.875000 Penalty: 2898.691895
	Iteration 4F: 3 clusters Score -761262.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -761540.750000 Penalty: 2898.691895
	Iteration 5F: 3 clusters Score -761540.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -761761.125000 Penalty: 2898.691895
	Iteration 6F: 3 clusters Score -761761.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -761953.125000 Penalty: 2898.691895
	Iteration 7Q: 3 clusters Score -761953.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -762101.750000 Penalty: 2898.691895
	Iteration 8Q: 3 clusters Score -762101.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -762192.687500 Penalty: 2898.691895
	Iteration 9Q: 3 clusters Score -762192.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -762246.875000 Penalty: 2898.691895
	Iteration 10Q: 3 clusters Score -762246.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -762289.125000 Penalty: 2898.691895
	Iteration 11Q: 3 clusters Score -762289.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -762317.625000 Penalty: 2898.691895
	Iteration 12Q: 3 clusters Score -762317.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -762335.875000 Penalty: 2898.691895
	Iteration 13Q: 3 clusters Score -762335.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -762356.500000 Penalty: 2898.691895
	Iteration 14Q: 3 clusters Score -762356.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -762381.062500 Penalty: 2898.691895
	Iteration 15Q: 3 clusters Score -762381.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -762401.312500 Penalty: 2898.691895
	Iteration 16Q: 3 clusters Score -762401.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -762419.562500 Penalty: 2898.691895
	Iteration 17Q: 3 clusters Score -762419.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -762429.062500 Penalty: 2898.691895
	Iteration 18Q: 3 clusters Score -762429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -762435.062500 Penalty: 2898.691895
	Iteration 19Q: 3 clusters Score -762435.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -762441.062500 Penalty: 2898.691895
	Iteration 20F: 3 clusters Score -762441.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -762447.000000 Penalty: 2898.691895
	Iteration 21Q: 3 clusters Score -762447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -762453.312500 Penalty: 2898.691895
	Iteration 22Q: 3 clusters Score -762453.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -762461.937500 Penalty: 2898.691895
	Iteration 23Q: 3 clusters Score -762461.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -762473.937500 Penalty: 2898.691895
	Iteration 24Q: 3 clusters Score -762473.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -762482.750000 Penalty: 2898.691895
	Iteration 25Q: 3 clusters Score -762482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -762491.875000 Penalty: 2898.691895
	Iteration 26Q: 3 clusters Score -762491.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -762499.250000 Penalty: 2898.691895
	Iteration 27Q: 3 clusters Score -762499.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -762506.750000 Penalty: 2898.691895
	Iteration 28Q: 3 clusters Score -762506.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -762512.250000 Penalty: 2898.691895
	Iteration 29Q: 3 clusters Score -762512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -762516.875000 Penalty: 2898.691895
	Iteration 30Q: 3 clusters Score -762516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -762525.125000 Penalty: 2898.691895
	Iteration 31Q: 3 clusters Score -762525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -762529.875000 Penalty: 2898.691895
	Iteration 32Q: 3 clusters Score -762529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -762537.000000 Penalty: 2898.691895
	Iteration 33Q: 3 clusters Score -762537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -762541.500000 Penalty: 2898.691895
	Iteration 34Q: 3 clusters Score -762541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -762544.375000 Penalty: 2898.691895
	Iteration 35Q: 3 clusters Score -762544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -762545.187500 Penalty: 2898.691895
	Iteration 36Q: 3 clusters Score -762545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -762546.375000 Penalty: 2898.691895
	Iteration 37Q: 3 clusters Score -762546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -762548.687500 Penalty: 2898.691895
	Iteration 38Q: 3 clusters Score -762548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -762549.937500 Penalty: 2898.691895
	Iteration 39Q: 3 clusters Score -762549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -762550.437500 Penalty: 2898.691895
	Iteration 40F: 3 clusters Score -762550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -762552.000000 Penalty: 2898.691895
	Iteration 41Q: 3 clusters Score -762552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -762554.812500 Penalty: 2898.691895
	Iteration 42Q: 3 clusters Score -762554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -762558.312500 Penalty: 2898.691895
	Iteration 43Q: 3 clusters Score -762558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -762559.937500 Penalty: 2898.691895
	Iteration 44Q: 3 clusters Score -762559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -762564.000000 Penalty: 2898.691895
	Iteration 45Q: 3 clusters Score -762564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -762568.437500 Penalty: 2898.691895
	Iteration 46Q: 3 clusters Score -762568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -762569.375000 Penalty: 2898.691895
	Iteration 47Q: 3 clusters Score -762569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -762572.875000 Penalty: 2898.691895
	Iteration 48Q: 3 clusters Score -762572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -762577.375000 Penalty: 2898.691895
	Iteration 49Q: 3 clusters Score -762577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -762579.625000 Penalty: 2898.691895
	Iteration 50Q: 3 clusters Score -762579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -762587.500000 Penalty: 2898.691895
	Iteration 51Q: 3 clusters Score -762587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -762592.062500 Penalty: 2898.691895
	Iteration 52Q: 3 clusters Score -762592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -762597.125000 Penalty: 2898.691895
	Iteration 53Q: 3 clusters Score -762597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -762604.187500 Penalty: 2898.691895
	Iteration 54Q: 3 clusters Score -762604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -762609.125000 Penalty: 2898.691895
	Iteration 55Q: 3 clusters Score -762609.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -762617.625000 Penalty: 2898.691895
	Iteration 56Q: 3 clusters Score -762617.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -762629.187500 Penalty: 2898.691895
	Iteration 57Q: 3 clusters Score -762629.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -762639.375000 Penalty: 2898.691895
	Iteration 58Q: 3 clusters Score -762639.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -762658.062500 Penalty: 2898.691895
	Iteration 59Q: 3 clusters Score -762658.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -762670.125000 Penalty: 2898.691895
	Iteration 60F: 3 clusters Score -762670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -762686.000000 Penalty: 2898.691895
	Iteration 61Q: 3 clusters Score -762686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -762699.500000 Penalty: 2898.691895
	Iteration 62Q: 3 clusters Score -762699.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -762716.625000 Penalty: 2898.691895
	Iteration 63Q: 3 clusters Score -762716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -762729.062500 Penalty: 2898.691895
	Iteration 64Q: 3 clusters Score -762729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -762746.750000 Penalty: 2898.691895
	Iteration 65Q: 3 clusters Score -762746.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -762756.750000 Penalty: 2898.691895
	Iteration 66Q: 3 clusters Score -762756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -762763.125000 Penalty: 2898.691895
	Iteration 67Q: 3 clusters Score -762763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -762765.750000 Penalty: 2898.691895
	Iteration 68Q: 3 clusters Score -762765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -762766.312500 Penalty: 2898.691895
	Iteration 69Q: 3 clusters Score -762766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -762767.937500 Penalty: 2898.691895
	Iteration 70Q: 3 clusters Score -762767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -762769.562500 Penalty: 2898.691895
	Iteration 71Q: 3 clusters Score -762769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -762770.625000 Penalty: 2898.691895
	Iteration 72Q: 3 clusters Score -762770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -762771.937500 Penalty: 2898.691895
	Iteration 73Q: 3 clusters Score -762771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -762772.562500 Penalty: 2898.691895
	Iteration 74Q: 3 clusters Score -762772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -762771.625000 Penalty: 2898.691895
	Iteration 75Q: 3 clusters Score -762771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -762773.312500 Penalty: 2898.691895
	Iteration 76Q: 3 clusters Score -762773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -762773.312500 Penalty: 2898.691895
	Iteration 77F: 3 clusters Score -762773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Entering Unmasked Estep 
Score: -5431242.500000 Penalty: 1762.121948
	Iteration 0F: 2 clusters Score -5431242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5396851.000000 Penalty: 3524.243896
	Iteration 0F: 3 clusters Score -5396851 nChanged 24080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5410653.000000 Penalty: 3524.243896
	Iteration 1F: 3 clusters Score -5410653 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5411399.500000 Penalty: 3524.243896
	Iteration 2Q: 3 clusters Score -5411400 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5412417.500000 Penalty: 3524.243896
	Iteration 3Q: 3 clusters Score -5412418 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5414065.000000 Penalty: 3524.243896
	Iteration 4F: 3 clusters Score -5414065 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5416577.000000 Penalty: 3524.243896
	Iteration 5F: 3 clusters Score -5416577 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -5420168.500000 Penalty: 3524.243896
	Iteration 6F: 3 clusters Score -5420168 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -5423738.000000 Penalty: 3524.243896
	Iteration 7F: 3 clusters Score -5423738 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -5426360.500000 Penalty: 3524.243896
	Iteration 8F: 3 clusters Score -5426360 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5427859.000000 Penalty: 3524.243896
	Iteration 9Q: 3 clusters Score -5427859 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5428689.500000 Penalty: 3524.243896
	Iteration 10Q: 3 clusters Score -5428690 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5429105.500000 Penalty: 3524.243896
	Iteration 11Q: 3 clusters Score -5429106 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5429334.000000 Penalty: 3524.243896
	Iteration 12Q: 3 clusters Score -5429334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5429483.500000 Penalty: 3524.243896
	Iteration 13Q: 3 clusters Score -5429484 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5429623.000000 Penalty: 3524.243896
	Iteration 14Q: 3 clusters Score -5429623 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5429703.000000 Penalty: 3524.243896
	Iteration 15Q: 3 clusters Score -5429703 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5429783.500000 Penalty: 3524.243896
	Iteration 16Q: 3 clusters Score -5429784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5429825.000000 Penalty: 3524.243896
	Iteration 17Q: 3 clusters Score -5429825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5429872.000000 Penalty: 3524.243896
	Iteration 18Q: 3 clusters Score -5429872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5429897.000000 Penalty: 3524.243896
	Iteration 19Q: 3 clusters Score -5429897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5429925.000000 Penalty: 3524.243896
	Iteration 20F: 3 clusters Score -5429925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5429934.500000 Penalty: 3524.243896
	Iteration 21Q: 3 clusters Score -5429934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5429948.000000 Penalty: 3524.243896
	Iteration 22Q: 3 clusters Score -5429948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5429968.500000 Penalty: 3524.243896
	Iteration 23Q: 3 clusters Score -5429968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5429987.000000 Penalty: 3524.243896
	Iteration 24Q: 3 clusters Score -5429987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5429999.500000 Penalty: 3524.243896
	Iteration 25Q: 3 clusters Score -5430000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5430007.500000 Penalty: 3524.243896
	Iteration 26Q: 3 clusters Score -5430008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5430012.500000 Penalty: 3524.243896
	Iteration 27Q: 3 clusters Score -5430012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5430008.000000 Penalty: 3524.243896
	Iteration 28Q: 3 clusters Score -5430008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5430016.500000 Penalty: 3524.243896
	Iteration 29Q: 3 clusters Score -5430016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5430020.500000 Penalty: 3524.243896
	Iteration 30Q: 3 clusters Score -5430020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5430029.000000 Penalty: 3524.243896
	Iteration 31Q: 3 clusters Score -5430029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5430037.500000 Penalty: 3524.243896
	Iteration 32Q: 3 clusters Score -5430038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5430034.500000 Penalty: 3524.243896
	Iteration 33Q: 3 clusters Score -5430034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5430042.500000 Penalty: 3524.243896
	Iteration 34Q: 3 clusters Score -5430042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5430043.500000 Penalty: 3524.243896
	Iteration 35Q: 3 clusters Score -5430044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5430042.000000 Penalty: 3524.243896
	Iteration 36Q: 3 clusters Score -5430042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5430043.500000 Penalty: 3524.243896
	Iteration 37Q: 3 clusters Score -5430044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5430041.500000 Penalty: 3524.243896
	Iteration 38Q: 3 clusters Score -5430042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5430046.000000 Penalty: 3524.243896
	Iteration 39Q: 3 clusters Score -5430046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5430049.000000 Penalty: 3524.243896
	Iteration 40F: 3 clusters Score -5430049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5430053.500000 Penalty: 3524.243896
	Iteration 41Q: 3 clusters Score -5430054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5430056.000000 Penalty: 3524.243896
	Iteration 42Q: 3 clusters Score -5430056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5430061.500000 Penalty: 3524.243896
	Iteration 43Q: 3 clusters Score -5430062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5430062.500000 Penalty: 3524.243896
	Iteration 44Q: 3 clusters Score -5430062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5430063.000000 Penalty: 3524.243896
	Iteration 45Q: 3 clusters Score -5430063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5430063.000000 Penalty: 3524.243896
	Iteration 46Q: 3 clusters Score -5430063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5430063.000000 Penalty: 3524.243896
	Iteration 47F: 3 clusters Score -5430063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -348836.000000 Penalty: 1310.298828
	Iteration 0F: 2 clusters Score -348836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -345990.406250 Penalty: 2620.597656
	Iteration 0F: 3 clusters Score -345990.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -346642.500000 Penalty: 2620.597656
	Iteration 1F: 3 clusters Score -346642.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -346786.406250 Penalty: 2620.597656
	Iteration 2F: 3 clusters Score -346786.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -346872.406250 Penalty: 2620.597656
	Iteration 3Q: 3 clusters Score -346872.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -346925.312500 Penalty: 2620.597656
	Iteration 4Q: 3 clusters Score -346925.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -346968.000000 Penalty: 2620.597656
	Iteration 5Q: 3 clusters Score -346968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -346995.343750 Penalty: 2620.597656
	Iteration 6Q: 3 clusters Score -346995.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -347013.812500 Penalty: 2620.597656
	Iteration 7Q: 3 clusters Score -347013.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -347026.468750 Penalty: 2620.597656
	Iteration 8Q: 3 clusters Score -347026.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -347035.687500 Penalty: 2620.597656
	Iteration 9Q: 3 clusters Score -347035.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -347042.625000 Penalty: 2620.597656
	Iteration 10Q: 3 clusters Score -347042.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -347051.906250 Penalty: 2620.597656
	Iteration 11Q: 3 clusters Score -347051.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -347062.343750 Penalty: 2620.597656
	Iteration 12Q: 3 clusters Score -347062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -347070.718750 Penalty: 2620.597656
	Iteration 13Q: 3 clusters Score -347070.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -347083.218750 Penalty: 2620.597656
	Iteration 14Q: 3 clusters Score -347083.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -347095.812500 Penalty: 2620.597656
	Iteration 15Q: 3 clusters Score -347095.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -347107.906250 Penalty: 2620.597656
	Iteration 16Q: 3 clusters Score -347107.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -347123.750000 Penalty: 2620.597656
	Iteration 17Q: 3 clusters Score -347123.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -347137.500000 Penalty: 2620.597656
	Iteration 18Q: 3 clusters Score -347137.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -347149.906250 Penalty: 2620.597656
	Iteration 19Q: 3 clusters Score -347149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -347158.593750 Penalty: 2620.597656
	Iteration 20F: 3 clusters Score -347158.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -347174.968750 Penalty: 2620.597656
	Iteration 21Q: 3 clusters Score -347175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -347190.687500 Penalty: 2620.597656
	Iteration 22Q: 3 clusters Score -347190.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -347206.437500 Penalty: 2620.597656
	Iteration 23Q: 3 clusters Score -347206.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -347222.406250 Penalty: 2620.597656
	Iteration 24Q: 3 clusters Score -347222.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -347232.093750 Penalty: 2620.597656
	Iteration 25Q: 3 clusters Score -347232.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -347238.812500 Penalty: 2620.597656
	Iteration 26Q: 3 clusters Score -347238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -347244.718750 Penalty: 2620.597656
	Iteration 27Q: 3 clusters Score -347244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -347251.281250 Penalty: 2620.597656
	Iteration 28Q: 3 clusters Score -347251.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -347256.531250 Penalty: 2620.597656
	Iteration 29Q: 3 clusters Score -347256.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -347264.937500 Penalty: 2620.597656
	Iteration 30Q: 3 clusters Score -347264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -347278.000000 Penalty: 2620.597656
	Iteration 31Q: 3 clusters Score -347278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -347290.093750 Penalty: 2620.597656
	Iteration 32Q: 3 clusters Score -347290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -347298.156250 Penalty: 2620.597656
	Iteration 33Q: 3 clusters Score -347298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -347306.000000 Penalty: 2620.597656
	Iteration 34Q: 3 clusters Score -347306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -347315.312500 Penalty: 2620.597656
	Iteration 35Q: 3 clusters Score -347315.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -347324.218750 Penalty: 2620.597656
	Iteration 36Q: 3 clusters Score -347324.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -347339.718750 Penalty: 2620.597656
	Iteration 37Q: 3 clusters Score -347339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -347352.218750 Penalty: 2620.597656
	Iteration 38Q: 3 clusters Score -347352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -347365.125000 Penalty: 2620.597656
	Iteration 39Q: 3 clusters Score -347365.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -347377.750000 Penalty: 2620.597656
	Iteration 40F: 3 clusters Score -347377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -347394.468750 Penalty: 2620.597656
	Iteration 41Q: 3 clusters Score -347394.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -347416.750000 Penalty: 2620.597656
	Iteration 42Q: 3 clusters Score -347416.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -347437.343750 Penalty: 2620.597656
	Iteration 43Q: 3 clusters Score -347437.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -347452.843750 Penalty: 2620.597656
	Iteration 44Q: 3 clusters Score -347452.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -347465.437500 Penalty: 2620.597656
	Iteration 45Q: 3 clusters Score -347465.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -347478.031250 Penalty: 2620.597656
	Iteration 46Q: 3 clusters Score -347478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -347486.500000 Penalty: 2620.597656
	Iteration 47Q: 3 clusters Score -347486.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -347492.500000 Penalty: 2620.597656
	Iteration 48Q: 3 clusters Score -347492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -347497.656250 Penalty: 2620.597656
	Iteration 49Q: 3 clusters Score -347497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -347503.468750 Penalty: 2620.597656
	Iteration 50Q: 3 clusters Score -347503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -347505.843750 Penalty: 2620.597656
	Iteration 51Q: 3 clusters Score -347505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -347508.468750 Penalty: 2620.597656
	Iteration 52Q: 3 clusters Score -347508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -347511.593750 Penalty: 2620.597656
	Iteration 53Q: 3 clusters Score -347511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -347513.781250 Penalty: 2620.597656
	Iteration 54Q: 3 clusters Score -347513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -347516.000000 Penalty: 2620.597656
	Iteration 55Q: 3 clusters Score -347516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -347516.187500 Penalty: 2620.597656
	Iteration 56Q: 3 clusters Score -347516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -347516.531250 Penalty: 2620.597656
	Iteration 57Q: 3 clusters Score -347516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -347516.531250 Penalty: 2620.597656
	Iteration 58F: 3 clusters Score -347516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Entering Unmasked Estep 
Score: -3740928.250000 Penalty: 1700.124268
	Iteration 0F: 2 clusters Score -3740928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3717437.750000 Penalty: 3400.248535
	Iteration 0F: 3 clusters Score -3717438 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3726755.250000 Penalty: 3400.248535
	Iteration 1F: 3 clusters Score -3726755 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3727332.750000 Penalty: 3400.248535
	Iteration 2Q: 3 clusters Score -3727333 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3728084.000000 Penalty: 3400.248535
	Iteration 3Q: 3 clusters Score -3728084 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3729062.500000 Penalty: 3400.248535
	Iteration 4F: 3 clusters Score -3729062 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3730479.500000 Penalty: 3400.248535
	Iteration 5F: 3 clusters Score -3730480 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3732302.000000 Penalty: 3400.248535
	Iteration 6F: 3 clusters Score -3732302 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3734384.500000 Penalty: 3400.248535
	Iteration 7F: 3 clusters Score -3734384 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3736199.750000 Penalty: 3400.248535
	Iteration 8F: 3 clusters Score -3736200 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3737427.500000 Penalty: 3400.248535
	Iteration 9Q: 3 clusters Score -3737428 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3738138.750000 Penalty: 3400.248535
	Iteration 10Q: 3 clusters Score -3738139 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3738471.500000 Penalty: 3400.248535
	Iteration 11Q: 3 clusters Score -3738472 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3738676.000000 Penalty: 3400.248535
	Iteration 12Q: 3 clusters Score -3738676 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3738831.500000 Penalty: 3400.248535
	Iteration 13Q: 3 clusters Score -3738832 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3738945.250000 Penalty: 3400.248535
	Iteration 14Q: 3 clusters Score -3738945 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3739039.500000 Penalty: 3400.248535
	Iteration 15Q: 3 clusters Score -3739040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3739115.750000 Penalty: 3400.248535
	Iteration 16Q: 3 clusters Score -3739116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3739176.500000 Penalty: 3400.248535
	Iteration 17Q: 3 clusters Score -3739176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3739220.750000 Penalty: 3400.248535
	Iteration 18Q: 3 clusters Score -3739221 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3739254.750000 Penalty: 3400.248535
	Iteration 19Q: 3 clusters Score -3739255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3739288.000000 Penalty: 3400.248535
	Iteration 20F: 3 clusters Score -3739288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3739325.750000 Penalty: 3400.248535
	Iteration 21Q: 3 clusters Score -3739326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3739333.000000 Penalty: 3400.248535
	Iteration 22Q: 3 clusters Score -3739333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3739348.500000 Penalty: 3400.248535
	Iteration 23Q: 3 clusters Score -3739348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3739376.250000 Penalty: 3400.248535
	Iteration 24Q: 3 clusters Score -3739376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3739392.750000 Penalty: 3400.248535
	Iteration 25Q: 3 clusters Score -3739393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3739402.500000 Penalty: 3400.248535
	Iteration 26Q: 3 clusters Score -3739402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3739406.500000 Penalty: 3400.248535
	Iteration 27Q: 3 clusters Score -3739406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3739414.500000 Penalty: 3400.248535
	Iteration 28Q: 3 clusters Score -3739414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3739425.000000 Penalty: 3400.248535
	Iteration 29Q: 3 clusters Score -3739425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3739431.500000 Penalty: 3400.248535
	Iteration 30Q: 3 clusters Score -3739432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3739451.500000 Penalty: 3400.248535
	Iteration 31Q: 3 clusters Score -3739452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3739458.000000 Penalty: 3400.248535
	Iteration 32Q: 3 clusters Score -3739458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3739468.500000 Penalty: 3400.248535
	Iteration 33Q: 3 clusters Score -3739468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3739470.750000 Penalty: 3400.248535
	Iteration 34Q: 3 clusters Score -3739471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3739473.000000 Penalty: 3400.248535
	Iteration 35Q: 3 clusters Score -3739473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3739481.500000 Penalty: 3400.248535
	Iteration 36Q: 3 clusters Score -3739482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3739489.250000 Penalty: 3400.248535
	Iteration 37Q: 3 clusters Score -3739489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3739491.250000 Penalty: 3400.248535
	Iteration 38Q: 3 clusters Score -3739491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3739499.250000 Penalty: 3400.248535
	Iteration 39Q: 3 clusters Score -3739499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3739503.250000 Penalty: 3400.248535
	Iteration 40F: 3 clusters Score -3739503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3739503.000000 Penalty: 3400.248535
	Iteration 41Q: 3 clusters Score -3739503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3739508.000000 Penalty: 3400.248535
	Iteration 42Q: 3 clusters Score -3739508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3739507.750000 Penalty: 3400.248535
	Iteration 43Q: 3 clusters Score -3739508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3739507.750000 Penalty: 3400.248535
	Iteration 44Q: 3 clusters Score -3739508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3739508.000000 Penalty: 3400.248535
	Iteration 45Q: 3 clusters Score -3739508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3739508.000000 Penalty: 3400.248535
	Iteration 46Q: 3 clusters Score -3739508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3739507.750000 Penalty: 3400.248535
	Iteration 47Q: 3 clusters Score -3739508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3739512.250000 Penalty: 3400.248535
	Iteration 48Q: 3 clusters Score -3739512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3739511.750000 Penalty: 3400.248535
	Iteration 49Q: 3 clusters Score -3739512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3739512.250000 Penalty: 3400.248535
	Iteration 50Q: 3 clusters Score -3739512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3739510.750000 Penalty: 3400.248535
	Iteration 51Q: 3 clusters Score -3739511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3739514.500000 Penalty: 3400.248535
	Iteration 52Q: 3 clusters Score -3739514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3739520.250000 Penalty: 3400.248535
	Iteration 53Q: 3 clusters Score -3739520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3739521.250000 Penalty: 3400.248535
	Iteration 54Q: 3 clusters Score -3739521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3739524.000000 Penalty: 3400.248535
	Iteration 55Q: 3 clusters Score -3739524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3739530.000000 Penalty: 3400.248535
	Iteration 56Q: 3 clusters Score -3739530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3739525.250000 Penalty: 3400.248535
	Iteration 57Q: 3 clusters Score -3739525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3739525.750000 Penalty: 3400.248535
	Iteration 58Q: 3 clusters Score -3739526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3739533.500000 Penalty: 3400.248535
	Iteration 59Q: 3 clusters Score -3739534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3739532.000000 Penalty: 3400.248535
	Iteration 60F: 3 clusters Score -3739532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3739535.750000 Penalty: 3400.248535
	Iteration 61Q: 3 clusters Score -3739536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3739539.250000 Penalty: 3400.248535
	Iteration 62Q: 3 clusters Score -3739539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3739539.750000 Penalty: 3400.248535
	Iteration 63Q: 3 clusters Score -3739540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3739542.000000 Penalty: 3400.248535
	Iteration 64Q: 3 clusters Score -3739542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3739545.750000 Penalty: 3400.248535
	Iteration 65Q: 3 clusters Score -3739546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3739546.000000 Penalty: 3400.248535
	Iteration 66Q: 3 clusters Score -3739546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3739546.250000 Penalty: 3400.248535
	Iteration 67Q: 3 clusters Score -3739546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3739546.250000 Penalty: 3400.248535
	Iteration 68Q: 3 clusters Score -3739546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3739548.750000 Penalty: 3400.248535
	Iteration 69Q: 3 clusters Score -3739549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3739548.250000 Penalty: 3400.248535
	Iteration 70Q: 3 clusters Score -3739548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3739551.250000 Penalty: 3400.248535
	Iteration 71Q: 3 clusters Score -3739551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3739551.250000 Penalty: 3400.248535
	Iteration 72F: 3 clusters Score -3739551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -19735.109375 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -19735.11 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 101 members 
Entering Unmasked Estep 
Score: -18989.783203 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -18989.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19099.619141 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -19099.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19125.083984 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -19125.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19138.433594 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -19138.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19141.828125 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -19141.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19141.828125 Penalty: 1758.784912
	Iteration 5F: 3 clusters Score -19141.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -1681262.500000 Penalty: 1569.845459
	Iteration 0F: 2 clusters Score -1681262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1670474.875000 Penalty: 3139.690918
	Iteration 0F: 3 clusters Score -1670475 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1674334.250000 Penalty: 3139.690918
	Iteration 1F: 3 clusters Score -1674334 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1674911.375000 Penalty: 3139.690918
	Iteration 2F: 3 clusters Score -1674911 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1675676.875000 Penalty: 3139.690918
	Iteration 3F: 3 clusters Score -1675677 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1676610.500000 Penalty: 3139.690918
	Iteration 4F: 3 clusters Score -1676610 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1677663.500000 Penalty: 3139.690918
	Iteration 5F: 3 clusters Score -1677664 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1678573.750000 Penalty: 3139.690918
	Iteration 6F: 3 clusters Score -1678574 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1679156.250000 Penalty: 3139.690918
	Iteration 7Q: 3 clusters Score -1679156 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1679441.750000 Penalty: 3139.690918
	Iteration 8Q: 3 clusters Score -1679442 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1679586.250000 Penalty: 3139.690918
	Iteration 9Q: 3 clusters Score -1679586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1679659.125000 Penalty: 3139.690918
	Iteration 10Q: 3 clusters Score -1679659 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1679693.375000 Penalty: 3139.690918
	Iteration 11Q: 3 clusters Score -1679693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1679726.625000 Penalty: 3139.690918
	Iteration 12Q: 3 clusters Score -1679727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1679748.750000 Penalty: 3139.690918
	Iteration 13Q: 3 clusters Score -1679749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1679770.625000 Penalty: 3139.690918
	Iteration 14Q: 3 clusters Score -1679771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1679788.375000 Penalty: 3139.690918
	Iteration 15Q: 3 clusters Score -1679788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1679806.500000 Penalty: 3139.690918
	Iteration 16Q: 3 clusters Score -1679806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1679815.500000 Penalty: 3139.690918
	Iteration 17Q: 3 clusters Score -1679816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1679825.500000 Penalty: 3139.690918
	Iteration 18Q: 3 clusters Score -1679826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1679832.875000 Penalty: 3139.690918
	Iteration 19Q: 3 clusters Score -1679833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1679844.375000 Penalty: 3139.690918
	Iteration 20F: 3 clusters Score -1679844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1679857.500000 Penalty: 3139.690918
	Iteration 21Q: 3 clusters Score -1679858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1679863.625000 Penalty: 3139.690918
	Iteration 22Q: 3 clusters Score -1679864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1679869.625000 Penalty: 3139.690918
	Iteration 23Q: 3 clusters Score -1679870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1679878.750000 Penalty: 3139.690918
	Iteration 24Q: 3 clusters Score -1679879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1679890.375000 Penalty: 3139.690918
	Iteration 25Q: 3 clusters Score -1679890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1679899.250000 Penalty: 3139.690918
	Iteration 26Q: 3 clusters Score -1679899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1679910.500000 Penalty: 3139.690918
	Iteration 27Q: 3 clusters Score -1679910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1679916.375000 Penalty: 3139.690918
	Iteration 28Q: 3 clusters Score -1679916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1679926.500000 Penalty: 3139.690918
	Iteration 29Q: 3 clusters Score -1679926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1679931.000000 Penalty: 3139.690918
	Iteration 30Q: 3 clusters Score -1679931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1679938.625000 Penalty: 3139.690918
	Iteration 31Q: 3 clusters Score -1679939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1679944.125000 Penalty: 3139.690918
	Iteration 32Q: 3 clusters Score -1679944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1679954.375000 Penalty: 3139.690918
	Iteration 33Q: 3 clusters Score -1679954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1679965.875000 Penalty: 3139.690918
	Iteration 34Q: 3 clusters Score -1679966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1679970.250000 Penalty: 3139.690918
	Iteration 35Q: 3 clusters Score -1679970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1679978.375000 Penalty: 3139.690918
	Iteration 36Q: 3 clusters Score -1679978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1679981.250000 Penalty: 3139.690918
	Iteration 37Q: 3 clusters Score -1679981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1679990.000000 Penalty: 3139.690918
	Iteration 38Q: 3 clusters Score -1679990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1680002.875000 Penalty: 3139.690918
	Iteration 39Q: 3 clusters Score -1680003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1680005.250000 Penalty: 3139.690918
	Iteration 40F: 3 clusters Score -1680005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1680012.375000 Penalty: 3139.690918
	Iteration 41Q: 3 clusters Score -1680012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1680014.250000 Penalty: 3139.690918
	Iteration 42Q: 3 clusters Score -1680014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1680019.000000 Penalty: 3139.690918
	Iteration 43Q: 3 clusters Score -1680019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1680020.000000 Penalty: 3139.690918
	Iteration 44Q: 3 clusters Score -1680020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1680025.000000 Penalty: 3139.690918
	Iteration 45Q: 3 clusters Score -1680025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1680031.375000 Penalty: 3139.690918
	Iteration 46Q: 3 clusters Score -1680031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1680033.500000 Penalty: 3139.690918
	Iteration 47Q: 3 clusters Score -1680034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1680032.125000 Penalty: 3139.690918
	Iteration 48Q: 3 clusters Score -1680032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1680035.000000 Penalty: 3139.690918
	Iteration 49Q: 3 clusters Score -1680035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1680040.500000 Penalty: 3139.690918
	Iteration 50Q: 3 clusters Score -1680040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1680038.875000 Penalty: 3139.690918
	Iteration 51Q: 3 clusters Score -1680039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1680038.500000 Penalty: 3139.690918
	Iteration 52Q: 3 clusters Score -1680038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1680039.625000 Penalty: 3139.690918
	Iteration 53Q: 3 clusters Score -1680040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1680040.375000 Penalty: 3139.690918
	Iteration 54Q: 3 clusters Score -1680040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1680040.375000 Penalty: 3139.690918
	Iteration 55F: 3 clusters Score -1680040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Entering Unmasked Estep 
Score: -4990615.500000 Penalty: 1747.282104
	Iteration 0F: 2 clusters Score -4990616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4959415.500000 Penalty: 3494.564209
	Iteration 0F: 3 clusters Score -4959416 nChanged 21828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4971777.000000 Penalty: 3494.564209
	Iteration 1F: 3 clusters Score -4971777 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4972520.000000 Penalty: 3494.564209
	Iteration 2Q: 3 clusters Score -4972520 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -4973398.500000 Penalty: 3494.564209
	Iteration 3Q: 3 clusters Score -4973398 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4974493.000000 Penalty: 3494.564209
	Iteration 4Q: 3 clusters Score -4974493 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4976123.500000 Penalty: 3494.564209
	Iteration 5F: 3 clusters Score -4976124 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4978211.000000 Penalty: 3494.564209
	Iteration 6F: 3 clusters Score -4978211 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4980644.500000 Penalty: 3494.564209
	Iteration 7F: 3 clusters Score -4980644 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4982575.500000 Penalty: 3494.564209
	Iteration 8F: 3 clusters Score -4982576 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4983589.500000 Penalty: 3494.564209
	Iteration 9Q: 3 clusters Score -4983590 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4984093.000000 Penalty: 3494.564209
	Iteration 10Q: 3 clusters Score -4984093 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4984348.000000 Penalty: 3494.564209
	Iteration 11Q: 3 clusters Score -4984348 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4984517.000000 Penalty: 3494.564209
	Iteration 12Q: 3 clusters Score -4984517 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4984669.500000 Penalty: 3494.564209
	Iteration 13Q: 3 clusters Score -4984670 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4984788.000000 Penalty: 3494.564209
	Iteration 14Q: 3 clusters Score -4984788 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4984922.000000 Penalty: 3494.564209
	Iteration 15Q: 3 clusters Score -4984922 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4985006.000000 Penalty: 3494.564209
	Iteration 16Q: 3 clusters Score -4985006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4985104.000000 Penalty: 3494.564209
	Iteration 17Q: 3 clusters Score -4985104 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4985245.000000 Penalty: 3494.564209
	Iteration 18Q: 3 clusters Score -4985245 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4985339.500000 Penalty: 3494.564209
	Iteration 19Q: 3 clusters Score -4985340 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4985453.500000 Penalty: 3494.564209
	Iteration 20F: 3 clusters Score -4985454 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4985595.500000 Penalty: 3494.564209
	Iteration 21Q: 3 clusters Score -4985596 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4985709.000000 Penalty: 3494.564209
	Iteration 22Q: 3 clusters Score -4985709 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4985802.000000 Penalty: 3494.564209
	Iteration 23Q: 3 clusters Score -4985802 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4985933.500000 Penalty: 3494.564209
	Iteration 24Q: 3 clusters Score -4985934 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4986014.000000 Penalty: 3494.564209
	Iteration 25Q: 3 clusters Score -4986014 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4986107.500000 Penalty: 3494.564209
	Iteration 26Q: 3 clusters Score -4986108 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4986230.000000 Penalty: 3494.564209
	Iteration 27Q: 3 clusters Score -4986230 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4986339.500000 Penalty: 3494.564209
	Iteration 28Q: 3 clusters Score -4986340 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4986455.500000 Penalty: 3494.564209
	Iteration 29Q: 3 clusters Score -4986456 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4986537.500000 Penalty: 3494.564209
	Iteration 30Q: 3 clusters Score -4986538 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4986623.000000 Penalty: 3494.564209
	Iteration 31Q: 3 clusters Score -4986623 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4986756.000000 Penalty: 3494.564209
	Iteration 32Q: 3 clusters Score -4986756 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4986890.000000 Penalty: 3494.564209
	Iteration 33Q: 3 clusters Score -4986890 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4987060.500000 Penalty: 3494.564209
	Iteration 34Q: 3 clusters Score -4987060 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4987181.500000 Penalty: 3494.564209
	Iteration 35Q: 3 clusters Score -4987182 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4987349.500000 Penalty: 3494.564209
	Iteration 36Q: 3 clusters Score -4987350 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4987552.500000 Penalty: 3494.564209
	Iteration 37Q: 3 clusters Score -4987552 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4987728.000000 Penalty: 3494.564209
	Iteration 38Q: 3 clusters Score -4987728 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -4987897.500000 Penalty: 3494.564209
	Iteration 39Q: 3 clusters Score -4987898 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4988119.000000 Penalty: 3494.564209
	Iteration 40F: 3 clusters Score -4988119 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4988303.500000 Penalty: 3494.564209
	Iteration 41Q: 3 clusters Score -4988304 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4988467.500000 Penalty: 3494.564209
	Iteration 42Q: 3 clusters Score -4988468 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4988624.000000 Penalty: 3494.564209
	Iteration 43Q: 3 clusters Score -4988624 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4988770.000000 Penalty: 3494.564209
	Iteration 44Q: 3 clusters Score -4988770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4988838.000000 Penalty: 3494.564209
	Iteration 45Q: 3 clusters Score -4988838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4988876.500000 Penalty: 3494.564209
	Iteration 46Q: 3 clusters Score -4988876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4988915.500000 Penalty: 3494.564209
	Iteration 47Q: 3 clusters Score -4988916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4988958.000000 Penalty: 3494.564209
	Iteration 48Q: 3 clusters Score -4988958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4988986.500000 Penalty: 3494.564209
	Iteration 49Q: 3 clusters Score -4988986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4989011.000000 Penalty: 3494.564209
	Iteration 50Q: 3 clusters Score -4989011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4989042.000000 Penalty: 3494.564209
	Iteration 51Q: 3 clusters Score -4989042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4989061.000000 Penalty: 3494.564209
	Iteration 52Q: 3 clusters Score -4989061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4989077.500000 Penalty: 3494.564209
	Iteration 53Q: 3 clusters Score -4989078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4989114.500000 Penalty: 3494.564209
	Iteration 54Q: 3 clusters Score -4989114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4989118.000000 Penalty: 3494.564209
	Iteration 55Q: 3 clusters Score -4989118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4989135.000000 Penalty: 3494.564209
	Iteration 56Q: 3 clusters Score -4989135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4989151.000000 Penalty: 3494.564209
	Iteration 57Q: 3 clusters Score -4989151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4989158.500000 Penalty: 3494.564209
	Iteration 58Q: 3 clusters Score -4989158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4989173.500000 Penalty: 3494.564209
	Iteration 59Q: 3 clusters Score -4989174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4989190.000000 Penalty: 3494.564209
	Iteration 60F: 3 clusters Score -4989190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4989199.000000 Penalty: 3494.564209
	Iteration 61Q: 3 clusters Score -4989199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4989200.000000 Penalty: 3494.564209
	Iteration 62Q: 3 clusters Score -4989200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4989208.000000 Penalty: 3494.564209
	Iteration 63Q: 3 clusters Score -4989208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4989215.000000 Penalty: 3494.564209
	Iteration 64Q: 3 clusters Score -4989215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4989220.000000 Penalty: 3494.564209
	Iteration 65Q: 3 clusters Score -4989220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4989228.000000 Penalty: 3494.564209
	Iteration 66Q: 3 clusters Score -4989228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4989227.000000 Penalty: 3494.564209
	Iteration 67Q: 3 clusters Score -4989227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4989227.500000 Penalty: 3494.564209
	Iteration 68Q: 3 clusters Score -4989228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4989229.500000 Penalty: 3494.564209
	Iteration 69Q: 3 clusters Score -4989230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4989229.000000 Penalty: 3494.564209
	Iteration 70Q: 3 clusters Score -4989229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4989233.000000 Penalty: 3494.564209
	Iteration 71Q: 3 clusters Score -4989233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4989233.000000 Penalty: 3494.564209
	Iteration 72Q: 3 clusters Score -4989233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4989234.500000 Penalty: 3494.564209
	Iteration 73Q: 3 clusters Score -4989234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4989234.500000 Penalty: 3494.564209
	Iteration 74Q: 3 clusters Score -4989234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4989234.500000 Penalty: 3494.564209
	Iteration 75F: 3 clusters Score -4989234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Entering Unmasked Estep 
Score: -6782003.500000 Penalty: 1796.895508
	Iteration 0F: 2 clusters Score -6782004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -6739845.000000 Penalty: 3593.791016
	Iteration 0F: 3 clusters Score -6739845 nChanged 29797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6757309.000000 Penalty: 3593.791016
	Iteration 1F: 3 clusters Score -6757309 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -6758083.500000 Penalty: 3593.791016
	Iteration 2Q: 3 clusters Score -6758084 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6758956.500000 Penalty: 3593.791016
	Iteration 3Q: 3 clusters Score -6758956 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6760066.500000 Penalty: 3593.791016
	Iteration 4Q: 3 clusters Score -6760066 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -6761358.500000 Penalty: 3593.791016
	Iteration 5Q: 3 clusters Score -6761358 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -6762847.000000 Penalty: 3593.791016
	Iteration 6Q: 3 clusters Score -6762847 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6764650.000000 Penalty: 3593.791016
	Iteration 7F: 3 clusters Score -6764650 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -6766629.500000 Penalty: 3593.791016
	Iteration 8F: 3 clusters Score -6766630 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -6768239.500000 Penalty: 3593.791016
	Iteration 9Q: 3 clusters Score -6768240 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6769218.500000 Penalty: 3593.791016
	Iteration 10Q: 3 clusters Score -6769218 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6769695.000000 Penalty: 3593.791016
	Iteration 11Q: 3 clusters Score -6769695 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -6769910.500000 Penalty: 3593.791016
	Iteration 12Q: 3 clusters Score -6769910 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6770103.000000 Penalty: 3593.791016
	Iteration 13Q: 3 clusters Score -6770103 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6770241.000000 Penalty: 3593.791016
	Iteration 14Q: 3 clusters Score -6770241 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -6770416.500000 Penalty: 3593.791016
	Iteration 15Q: 3 clusters Score -6770416 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6770612.000000 Penalty: 3593.791016
	Iteration 16Q: 3 clusters Score -6770612 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -6770852.500000 Penalty: 3593.791016
	Iteration 17Q: 3 clusters Score -6770852 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6771178.500000 Penalty: 3593.791016
	Iteration 18Q: 3 clusters Score -6771178 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -6771569.500000 Penalty: 3593.791016
	Iteration 19Q: 3 clusters Score -6771570 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6772011.000000 Penalty: 3593.791016
	Iteration 20F: 3 clusters Score -6772011 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6772566.000000 Penalty: 3593.791016
	Iteration 21Q: 3 clusters Score -6772566 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -6773124.500000 Penalty: 3593.791016
	Iteration 22Q: 3 clusters Score -6773124 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -6773834.500000 Penalty: 3593.791016
	Iteration 23Q: 3 clusters Score -6773834 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6774587.000000 Penalty: 3593.791016
	Iteration 24Q: 3 clusters Score -6774587 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -6775336.000000 Penalty: 3593.791016
	Iteration 25Q: 3 clusters Score -6775336 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -6776088.500000 Penalty: 3593.791016
	Iteration 26Q: 3 clusters Score -6776088 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -6776779.500000 Penalty: 3593.791016
	Iteration 27Q: 3 clusters Score -6776780 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6777417.500000 Penalty: 3593.791016
	Iteration 28Q: 3 clusters Score -6777418 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6777969.500000 Penalty: 3593.791016
	Iteration 29Q: 3 clusters Score -6777970 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -6778486.500000 Penalty: 3593.791016
	Iteration 30Q: 3 clusters Score -6778486 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6778993.500000 Penalty: 3593.791016
	Iteration 31Q: 3 clusters Score -6778994 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6779478.000000 Penalty: 3593.791016
	Iteration 32Q: 3 clusters Score -6779478 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6779896.500000 Penalty: 3593.791016
	Iteration 33Q: 3 clusters Score -6779896 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6780220.000000 Penalty: 3593.791016
	Iteration 34Q: 3 clusters Score -6780220 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6780543.000000 Penalty: 3593.791016
	Iteration 35Q: 3 clusters Score -6780543 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6780739.000000 Penalty: 3593.791016
	Iteration 36Q: 3 clusters Score -6780739 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6780897.500000 Penalty: 3593.791016
	Iteration 37Q: 3 clusters Score -6780898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6781015.500000 Penalty: 3593.791016
	Iteration 38Q: 3 clusters Score -6781016 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6781107.000000 Penalty: 3593.791016
	Iteration 39Q: 3 clusters Score -6781107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6781200.500000 Penalty: 3593.791016
	Iteration 40F: 3 clusters Score -6781200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6781254.000000 Penalty: 3593.791016
	Iteration 41Q: 3 clusters Score -6781254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6781266.000000 Penalty: 3593.791016
	Iteration 42Q: 3 clusters Score -6781266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6781269.500000 Penalty: 3593.791016
	Iteration 43Q: 3 clusters Score -6781270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6781273.000000 Penalty: 3593.791016
	Iteration 44Q: 3 clusters Score -6781273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6781288.500000 Penalty: 3593.791016
	Iteration 45Q: 3 clusters Score -6781288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6781289.500000 Penalty: 3593.791016
	Iteration 46Q: 3 clusters Score -6781290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6781285.500000 Penalty: 3593.791016
	Iteration 47Q: 3 clusters Score -6781286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6781295.000000 Penalty: 3593.791016
	Iteration 48Q: 3 clusters Score -6781295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6781297.000000 Penalty: 3593.791016
	Iteration 49Q: 3 clusters Score -6781297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6781296.500000 Penalty: 3593.791016
	Iteration 50Q: 3 clusters Score -6781296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6781305.000000 Penalty: 3593.791016
	Iteration 51Q: 3 clusters Score -6781305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6781306.000000 Penalty: 3593.791016
	Iteration 52Q: 3 clusters Score -6781306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6781308.500000 Penalty: 3593.791016
	Iteration 53Q: 3 clusters Score -6781308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6781306.500000 Penalty: 3593.791016
	Iteration 54Q: 3 clusters Score -6781306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6781305.500000 Penalty: 3593.791016
	Iteration 55Q: 3 clusters Score -6781306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6781313.000000 Penalty: 3593.791016
	Iteration 56Q: 3 clusters Score -6781313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6781317.000000 Penalty: 3593.791016
	Iteration 57Q: 3 clusters Score -6781317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6781323.000000 Penalty: 3593.791016
	Iteration 58Q: 3 clusters Score -6781323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6781323.000000 Penalty: 3593.791016
	Iteration 59Q: 3 clusters Score -6781323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6781317.500000 Penalty: 3593.791016
	Iteration 60F: 3 clusters Score -6781318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6781316.500000 Penalty: 3593.791016
	Iteration 61Q: 3 clusters Score -6781316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6781320.500000 Penalty: 3593.791016
	Iteration 62Q: 3 clusters Score -6781320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6781315.000000 Penalty: 3593.791016
	Iteration 63Q: 3 clusters Score -6781315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6781317.500000 Penalty: 3593.791016
	Iteration 64Q: 3 clusters Score -6781318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6781319.500000 Penalty: 3593.791016
	Iteration 65Q: 3 clusters Score -6781320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6781316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6781316.000000 Penalty: 3593.791016
	Iteration 67F: 3 clusters Score -6781316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -226320.546875 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -226320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -223976.328125 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -223976.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -224519.937500 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -224519.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -224667.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -224750.218750 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -224750.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224836.625000 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -224836.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -224916.875000 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -224916.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224982.875000 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -224982.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -225029.296875 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -225029.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -225084.843750 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -225084.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -225150.906250 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -225150.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225234.843750 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -225234.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -225298.187500 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -225298.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225331.578125 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -225331.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -225375.500000 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -225375.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225431.859375 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -225431.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -225491.656250 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -225491.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -225530.921875 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -225530.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -225563.453125 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -225563.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -225581.359375 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -225581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -225591.750000 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -225591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -225602.203125 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -225602.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -225605.500000 Penalty: 2523.810059
	Iteration 21Q: 3 clusters Score -225605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -225609.375000 Penalty: 2523.810059
	Iteration 22Q: 3 clusters Score -225609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -225611.406250 Penalty: 2523.810059
	Iteration 23Q: 3 clusters Score -225611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -225612.921875 Penalty: 2523.810059
	Iteration 24Q: 3 clusters Score -225612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -225613.796875 Penalty: 2523.810059
	Iteration 25Q: 3 clusters Score -225613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -225613.968750 Penalty: 2523.810059
	Iteration 26Q: 3 clusters Score -225614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225614.781250 Penalty: 2523.810059
	Iteration 27Q: 3 clusters Score -225614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -225615.250000 Penalty: 2523.810059
	Iteration 28Q: 3 clusters Score -225615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -225616.015625 Penalty: 2523.810059
	Iteration 29Q: 3 clusters Score -225616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -225616.015625 Penalty: 2523.810059
	Iteration 30F: 3 clusters Score -225616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Entering Unmasked Estep 
Score: -4872883.000000 Penalty: 1741.917725
	Iteration 0F: 2 clusters Score -4872883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4842542.500000 Penalty: 3483.835449
	Iteration 0F: 3 clusters Score -4842542 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4854465.000000 Penalty: 3483.835449
	Iteration 1F: 3 clusters Score -4854465 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4855041.500000 Penalty: 3483.835449
	Iteration 2Q: 3 clusters Score -4855042 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4855777.000000 Penalty: 3483.835449
	Iteration 3Q: 3 clusters Score -4855777 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4856902.500000 Penalty: 3483.835449
	Iteration 4Q: 3 clusters Score -4856902 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4858707.000000 Penalty: 3483.835449
	Iteration 5F: 3 clusters Score -4858707 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4861487.500000 Penalty: 3483.835449
	Iteration 6F: 3 clusters Score -4861488 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4865057.500000 Penalty: 3483.835449
	Iteration 7F: 3 clusters Score -4865058 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4868291.500000 Penalty: 3483.835449
	Iteration 8F: 3 clusters Score -4868292 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4870148.000000 Penalty: 3483.835449
	Iteration 9Q: 3 clusters Score -4870148 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4870905.000000 Penalty: 3483.835449
	Iteration 10Q: 3 clusters Score -4870905 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4871151.500000 Penalty: 3483.835449
	Iteration 11Q: 3 clusters Score -4871152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4871247.000000 Penalty: 3483.835449
	Iteration 12Q: 3 clusters Score -4871247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4871306.500000 Penalty: 3483.835449
	Iteration 13Q: 3 clusters Score -4871306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4871352.500000 Penalty: 3483.835449
	Iteration 14Q: 3 clusters Score -4871352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4871378.000000 Penalty: 3483.835449
	Iteration 15Q: 3 clusters Score -4871378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4871393.000000 Penalty: 3483.835449
	Iteration 16Q: 3 clusters Score -4871393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4871404.000000 Penalty: 3483.835449
	Iteration 17Q: 3 clusters Score -4871404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4871420.500000 Penalty: 3483.835449
	Iteration 18Q: 3 clusters Score -4871420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4871424.000000 Penalty: 3483.835449
	Iteration 19Q: 3 clusters Score -4871424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4871424.500000 Penalty: 3483.835449
	Iteration 20F: 3 clusters Score -4871424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4871426.500000 Penalty: 3483.835449
	Iteration 21Q: 3 clusters Score -4871426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4871433.000000 Penalty: 3483.835449
	Iteration 22Q: 3 clusters Score -4871433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4871433.000000 Penalty: 3483.835449
	Iteration 23Q: 3 clusters Score -4871433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4871433.000000 Penalty: 3483.835449
	Iteration 24F: 3 clusters Score -4871433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -177561.859375 Penalty: 1206.620605
	Iteration 0F: 2 clusters Score -177561.9 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 808 members 
Entering Unmasked Estep 
Score: -175694.921875 Penalty: 2413.241211
	Iteration 0F: 3 clusters Score -175694.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176070.390625 Penalty: 2413.241211
	Iteration 1F: 3 clusters Score -176070.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -176157.125000 Penalty: 2413.241211
	Iteration 2F: 3 clusters Score -176157.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176207.015625 Penalty: 2413.241211
	Iteration 3Q: 3 clusters Score -176207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -176242.234375 Penalty: 2413.241211
	Iteration 4Q: 3 clusters Score -176242.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176268.046875 Penalty: 2413.241211
	Iteration 5Q: 3 clusters Score -176268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -176296.406250 Penalty: 2413.241211
	Iteration 6Q: 3 clusters Score -176296.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176315.671875 Penalty: 2413.241211
	Iteration 7Q: 3 clusters Score -176315.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -176336.000000 Penalty: 2413.241211
	Iteration 8Q: 3 clusters Score -176336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -176355.250000 Penalty: 2413.241211
	Iteration 9Q: 3 clusters Score -176355.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -176367.109375 Penalty: 2413.241211
	Iteration 10Q: 3 clusters Score -176367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -176371.890625 Penalty: 2413.241211
	Iteration 11Q: 3 clusters Score -176371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176377.546875 Penalty: 2413.241211
	Iteration 12Q: 3 clusters Score -176377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176382.515625 Penalty: 2413.241211
	Iteration 13Q: 3 clusters Score -176382.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -176390.937500 Penalty: 2413.241211
	Iteration 14Q: 3 clusters Score -176390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176399.468750 Penalty: 2413.241211
	Iteration 15Q: 3 clusters Score -176399.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -176403.031250 Penalty: 2413.241211
	Iteration 16Q: 3 clusters Score -176403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -176405.906250 Penalty: 2413.241211
	Iteration 17Q: 3 clusters Score -176405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -176407.828125 Penalty: 2413.241211
	Iteration 18Q: 3 clusters Score -176407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -176409.187500 Penalty: 2413.241211
	Iteration 19Q: 3 clusters Score -176409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -176410.578125 Penalty: 2413.241211
	Iteration 20F: 3 clusters Score -176410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -176411.906250 Penalty: 2413.241211
	Iteration 21Q: 3 clusters Score -176411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -176416.671875 Penalty: 2413.241211
	Iteration 22Q: 3 clusters Score -176416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176419.468750 Penalty: 2413.241211
	Iteration 23Q: 3 clusters Score -176419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -176422.484375 Penalty: 2413.241211
	Iteration 24Q: 3 clusters Score -176422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -176425.265625 Penalty: 2413.241211
	Iteration 25Q: 3 clusters Score -176425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -176429.281250 Penalty: 2413.241211
	Iteration 26Q: 3 clusters Score -176429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -176432.453125 Penalty: 2413.241211
	Iteration 27Q: 3 clusters Score -176432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -176434.781250 Penalty: 2413.241211
	Iteration 28Q: 3 clusters Score -176434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176436.906250 Penalty: 2413.241211
	Iteration 29Q: 3 clusters Score -176436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -176437.328125 Penalty: 2413.241211
	Iteration 30Q: 3 clusters Score -176437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -176439.984375 Penalty: 2413.241211
	Iteration 31Q: 3 clusters Score -176440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176444.109375 Penalty: 2413.241211
	Iteration 32Q: 3 clusters Score -176444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -176446.343750 Penalty: 2413.241211
	Iteration 33Q: 3 clusters Score -176446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176447.875000 Penalty: 2413.241211
	Iteration 34Q: 3 clusters Score -176447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176447.875000 Penalty: 2413.241211
	Iteration 35F: 3 clusters Score -176447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 48383 members 
Mstep: Class 7 contains 38028 members 
Mstep: Class 8 contains 36500 members 
Mstep: Class 9 contains 238008 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51217 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 34972 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 46747 members 
Mstep: Class 18 contains 63438 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45229 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207400.000000 Penalty: 43641.613281
Iteration 159Q: 21 clusters Score -7.02074e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 48382 members 
Mstep: Class 7 contains 38013 members 
Mstep: Class 8 contains 36512 members 
Mstep: Class 9 contains 237985 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 51210 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 34978 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 16 contains 15719 members 
Mstep: Class 17 contains 46758 members 
Mstep: Class 18 contains 63447 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207432.000000 Penalty: 43641.613281
Iteration 160F: 21 clusters Score -7.020743e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 38003 members 
Mstep: Class 8 contains 36518 members 
Mstep: Class 9 contains 237958 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 51216 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 34977 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 16 contains 15758 members 
Mstep: Class 17 contains 46765 members 
Mstep: Class 18 contains 63458 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207416.000000 Penalty: 43641.613281
Iteration 161Q: 21 clusters Score -7.020742e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 48382 members 
Mstep: Class 7 contains 37985 members 
Mstep: Class 8 contains 36523 members 
Mstep: Class 9 contains 237925 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51225 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 34983 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15797 members 
Mstep: Class 17 contains 46775 members 
Mstep: Class 18 contains 63469 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207448.000000 Penalty: 43641.613281
Iteration 162Q: 21 clusters Score -7.020745e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 37972 members 
Mstep: Class 8 contains 36533 members 
Mstep: Class 9 contains 237904 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51228 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 34990 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15825 members 
Mstep: Class 17 contains 46783 members 
Mstep: Class 18 contains 63480 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45228 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207400.000000 Penalty: 43641.613281
Iteration 163Q: 21 clusters Score -7.02074e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 36536 members 
Mstep: Class 9 contains 237898 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51224 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 34994 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15856 members 
Mstep: Class 17 contains 46790 members 
Mstep: Class 18 contains 63487 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207424.000000 Penalty: 43641.613281
Iteration 164Q: 21 clusters Score -7.020742e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37948 members 
Mstep: Class 8 contains 36540 members 
Mstep: Class 9 contains 237886 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51225 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 34994 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15895 members 
Mstep: Class 17 contains 46790 members 
Mstep: Class 18 contains 63497 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207496.000000 Penalty: 43641.613281
Iteration 165Q: 21 clusters Score -7.02075e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37935 members 
Mstep: Class 8 contains 36542 members 
Mstep: Class 9 contains 237885 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51221 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 34994 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15931 members 
Mstep: Class 17 contains 46792 members 
Mstep: Class 18 contains 63501 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45234 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207472.000000 Penalty: 43641.613281
Iteration 166Q: 21 clusters Score -7.020747e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37926 members 
Mstep: Class 8 contains 36542 members 
Mstep: Class 9 contains 237866 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51218 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 34995 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15966 members 
Mstep: Class 17 contains 46798 members 
Mstep: Class 18 contains 63515 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207472.000000 Penalty: 43641.613281
Iteration 167Q: 21 clusters Score -7.020747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 37922 members 
Mstep: Class 8 contains 36543 members 
Mstep: Class 9 contains 237845 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51216 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35006 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 15996 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 63522 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207504.000000 Penalty: 43641.613281
Iteration 168Q: 21 clusters Score -7.02075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37918 members 
Mstep: Class 8 contains 36542 members 
Mstep: Class 9 contains 237837 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51211 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35008 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16021 members 
Mstep: Class 17 contains 46805 members 
Mstep: Class 18 contains 63523 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207568.000000 Penalty: 43641.613281
Iteration 169Q: 21 clusters Score -7.020757e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 37913 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 237831 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51209 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35010 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16041 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 63524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207520.000000 Penalty: 43641.613281
Iteration 170Q: 21 clusters Score -7.020752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 37908 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 237825 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 51206 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16072 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 63528 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207568.000000 Penalty: 43641.613281
Iteration 171Q: 21 clusters Score -7.020757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 37905 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 237805 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51206 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35002 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 63528 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207552.000000 Penalty: 43641.613281
Iteration 172Q: 21 clusters Score -7.020755e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37904 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 237788 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51204 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35001 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 63530 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207608.000000 Penalty: 43641.613281
Iteration 173Q: 21 clusters Score -7.020761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36550 members 
Mstep: Class 9 contains 237767 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51202 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35003 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 63529 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45234 members 
Mstep: Class 22 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207584.000000 Penalty: 43641.613281
Iteration 174Q: 21 clusters Score -7.020758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 237752 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51204 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 35001 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16159 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 63533 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45234 members 
Mstep: Class 22 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207608.000000 Penalty: 43641.613281
Iteration 175Q: 21 clusters Score -7.020761e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36553 members 
Mstep: Class 9 contains 237740 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51206 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 35003 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16174 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 63536 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45234 members 
Mstep: Class 22 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207616.000000 Penalty: 43641.613281
Iteration 176Q: 21 clusters Score -7.020762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37904 members 
Mstep: Class 8 contains 36555 members 
Mstep: Class 9 contains 237733 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51205 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35002 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16183 members 
Mstep: Class 17 contains 46821 members 
Mstep: Class 18 contains 63538 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207640.000000 Penalty: 43641.613281
Iteration 177Q: 21 clusters Score -7.020764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36558 members 
Mstep: Class 9 contains 237725 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51204 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16192 members 
Mstep: Class 17 contains 46827 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 178Q: 21 clusters Score -7.020766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36558 members 
Mstep: Class 9 contains 237714 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51201 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 35003 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16205 members 
Mstep: Class 17 contains 46836 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207632.000000 Penalty: 43641.613281
Iteration 179Q: 21 clusters Score -7.020763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36558 members 
Mstep: Class 9 contains 237711 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51203 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16210 members 
Mstep: Class 17 contains 46836 members 
Mstep: Class 18 contains 63536 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207680.000000 Penalty: 43641.613281
Iteration 180F: 21 clusters Score -7.020768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7389 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 36558 members 
Mstep: Class 9 contains 237704 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51203 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16217 members 
Mstep: Class 17 contains 46837 members 
Mstep: Class 18 contains 63536 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 22 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207632.000000 Penalty: 43641.613281
Iteration 181Q: 21 clusters Score -7.020763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 36559 members 
Mstep: Class 9 contains 237690 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51202 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 46845 members 
Mstep: Class 18 contains 63536 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207592.000000 Penalty: 43641.613281
Iteration 182Q: 21 clusters Score -7.020759e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 36560 members 
Mstep: Class 9 contains 237674 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51199 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 35003 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 46850 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207632.000000 Penalty: 43641.613281
Iteration 183Q: 21 clusters Score -7.020763e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 36562 members 
Mstep: Class 9 contains 237652 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51199 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35007 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16249 members 
Mstep: Class 17 contains 46853 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207696.000000 Penalty: 43641.613281
Iteration 184Q: 21 clusters Score -7.02077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 36564 members 
Mstep: Class 9 contains 237636 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 51201 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16258 members 
Mstep: Class 17 contains 46854 members 
Mstep: Class 18 contains 63539 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 22 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207712.000000 Penalty: 43641.613281
Iteration 185Q: 21 clusters Score -7.020771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 36568 members 
Mstep: Class 9 contains 237622 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 51199 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35013 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 46857 members 
Mstep: Class 18 contains 63541 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 22 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207680.000000 Penalty: 43641.613281
Iteration 186Q: 21 clusters Score -7.020768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37900 members 
Mstep: Class 8 contains 36570 members 
Mstep: Class 9 contains 237614 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 51199 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35016 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16268 members 
Mstep: Class 17 contains 46857 members 
Mstep: Class 18 contains 63542 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 22 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 187Q: 21 clusters Score -7.020766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37899 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 237604 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51198 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16274 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 63542 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 22 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207672.000000 Penalty: 43641.613281
Iteration 188Q: 21 clusters Score -7.020767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 237602 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51197 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16282 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 63540 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207640.000000 Penalty: 43641.613281
Iteration 189Q: 21 clusters Score -7.020764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 237596 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51197 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35022 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16287 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 63540 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207624.000000 Penalty: 43641.613281
Iteration 190Q: 21 clusters Score -7.020762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 237590 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51196 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35023 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16291 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 63541 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207624.000000 Penalty: 43641.613281
Iteration 191Q: 21 clusters Score -7.020762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 36574 members 
Mstep: Class 9 contains 237579 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51194 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35025 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16298 members 
Mstep: Class 17 contains 46859 members 
Mstep: Class 18 contains 63542 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207608.000000 Penalty: 43641.613281
Iteration 192Q: 21 clusters Score -7.020761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 36576 members 
Mstep: Class 9 contains 237570 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51195 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35027 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16301 members 
Mstep: Class 17 contains 46859 members 
Mstep: Class 18 contains 63543 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 193Q: 21 clusters Score -7.020766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 37896 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237564 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51194 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35029 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16303 members 
Mstep: Class 17 contains 46859 members 
Mstep: Class 18 contains 63544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207648.000000 Penalty: 43641.613281
Iteration 194Q: 21 clusters Score -7.020765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37894 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237562 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51194 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35031 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16304 members 
Mstep: Class 17 contains 46859 members 
Mstep: Class 18 contains 63544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 195Q: 21 clusters Score -7.020766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237562 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51192 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35031 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16306 members 
Mstep: Class 17 contains 46860 members 
Mstep: Class 18 contains 63544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207688.000000 Penalty: 43641.613281
Iteration 196Q: 21 clusters Score -7.020769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237562 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51190 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16306 members 
Mstep: Class 17 contains 46861 members 
Mstep: Class 18 contains 63544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207688.000000 Penalty: 43641.613281
Iteration 197Q: 21 clusters Score -7.020769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237561 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51190 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16307 members 
Mstep: Class 17 contains 46861 members 
Mstep: Class 18 contains 63544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207696.000000 Penalty: 43641.613281
Iteration 198Q: 21 clusters Score -7.02077e+07 nChanged 5
Entering ConstructFrom: 
Score: -70207696.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (32516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Entering Unmasked Estep 
Score: -3476901.500000 Penalty: 1688.291626
	Iteration 0F: 2 clusters Score -3476902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3455001.750000 Penalty: 3376.583252
	Iteration 0F: 3 clusters Score -3455002 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3463337.500000 Penalty: 3376.583252
	Iteration 1F: 3 clusters Score -3463338 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3463693.500000 Penalty: 3376.583252
	Iteration 2Q: 3 clusters Score -3463694 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3464001.250000 Penalty: 3376.583252
	Iteration 3Q: 3 clusters Score -3464001 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3464358.250000 Penalty: 3376.583252
	Iteration 4Q: 3 clusters Score -3464358 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3464734.250000 Penalty: 3376.583252
	Iteration 5Q: 3 clusters Score -3464734 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3465218.750000 Penalty: 3376.583252
	Iteration 6Q: 3 clusters Score -3465219 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3465892.250000 Penalty: 3376.583252
	Iteration 7Q: 3 clusters Score -3465892 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3466896.500000 Penalty: 3376.583252
	Iteration 8F: 3 clusters Score -3466896 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3468325.250000 Penalty: 3376.583252
	Iteration 9F: 3 clusters Score -3468325 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3469806.250000 Penalty: 3376.583252
	Iteration 10F: 3 clusters Score -3469806 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3470959.750000 Penalty: 3376.583252
	Iteration 11F: 3 clusters Score -3470960 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3471690.500000 Penalty: 3376.583252
	Iteration 12Q: 3 clusters Score -3471690 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3472114.000000 Penalty: 3376.583252
	Iteration 13Q: 3 clusters Score -3472114 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3472362.750000 Penalty: 3376.583252
	Iteration 14Q: 3 clusters Score -3472363 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3472523.250000 Penalty: 3376.583252
	Iteration 15Q: 3 clusters Score -3472523 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3472691.750000 Penalty: 3376.583252
	Iteration 16Q: 3 clusters Score -3472692 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3472810.750000 Penalty: 3376.583252
	Iteration 17Q: 3 clusters Score -3472811 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3472917.250000 Penalty: 3376.583252
	Iteration 18Q: 3 clusters Score -3472917 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3473017.250000 Penalty: 3376.583252
	Iteration 19Q: 3 clusters Score -3473017 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3473114.250000 Penalty: 3376.583252
	Iteration 20F: 3 clusters Score -3473114 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3473217.250000 Penalty: 3376.583252
	Iteration 21Q: 3 clusters Score -3473217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3473312.000000 Penalty: 3376.583252
	Iteration 22Q: 3 clusters Score -3473312 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3473384.000000 Penalty: 3376.583252
	Iteration 23Q: 3 clusters Score -3473384 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3473463.500000 Penalty: 3376.583252
	Iteration 24Q: 3 clusters Score -3473464 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3473551.750000 Penalty: 3376.583252
	Iteration 25Q: 3 clusters Score -3473552 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3473623.500000 Penalty: 3376.583252
	Iteration 26Q: 3 clusters Score -3473624 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3473703.500000 Penalty: 3376.583252
	Iteration 27Q: 3 clusters Score -3473704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3473784.500000 Penalty: 3376.583252
	Iteration 28Q: 3 clusters Score -3473784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3473853.250000 Penalty: 3376.583252
	Iteration 29Q: 3 clusters Score -3473853 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3473915.750000 Penalty: 3376.583252
	Iteration 30Q: 3 clusters Score -3473916 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3473999.500000 Penalty: 3376.583252
	Iteration 31Q: 3 clusters Score -3474000 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3474072.250000 Penalty: 3376.583252
	Iteration 32Q: 3 clusters Score -3474072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3474155.250000 Penalty: 3376.583252
	Iteration 33Q: 3 clusters Score -3474155 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3474218.750000 Penalty: 3376.583252
	Iteration 34Q: 3 clusters Score -3474219 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3474288.250000 Penalty: 3376.583252
	Iteration 35Q: 3 clusters Score -3474288 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3474349.500000 Penalty: 3376.583252
	Iteration 36Q: 3 clusters Score -3474350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3474398.500000 Penalty: 3376.583252
	Iteration 37Q: 3 clusters Score -3474398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3474461.000000 Penalty: 3376.583252
	Iteration 38Q: 3 clusters Score -3474461 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3474530.500000 Penalty: 3376.583252
	Iteration 39Q: 3 clusters Score -3474530 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3474604.500000 Penalty: 3376.583252
	Iteration 40F: 3 clusters Score -3474604 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3474694.750000 Penalty: 3376.583252
	Iteration 41Q: 3 clusters Score -3474695 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3474759.500000 Penalty: 3376.583252
	Iteration 42Q: 3 clusters Score -3474760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3474819.250000 Penalty: 3376.583252
	Iteration 43Q: 3 clusters Score -3474819 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3474875.250000 Penalty: 3376.583252
	Iteration 44Q: 3 clusters Score -3474875 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3474931.500000 Penalty: 3376.583252
	Iteration 45Q: 3 clusters Score -3474932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3474977.750000 Penalty: 3376.583252
	Iteration 46Q: 3 clusters Score -3474978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3475037.750000 Penalty: 3376.583252
	Iteration 47Q: 3 clusters Score -3475038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3475095.250000 Penalty: 3376.583252
	Iteration 48Q: 3 clusters Score -3475095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3475135.250000 Penalty: 3376.583252
	Iteration 49Q: 3 clusters Score -3475135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3475193.500000 Penalty: 3376.583252
	Iteration 50Q: 3 clusters Score -3475194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -3475233.250000 Penalty: 3376.583252
	Iteration 51Q: 3 clusters Score -3475233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3475256.500000 Penalty: 3376.583252
	Iteration 52Q: 3 clusters Score -3475256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3475292.250000 Penalty: 3376.583252
	Iteration 53Q: 3 clusters Score -3475292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3475314.750000 Penalty: 3376.583252
	Iteration 54Q: 3 clusters Score -3475315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3475340.250000 Penalty: 3376.583252
	Iteration 55Q: 3 clusters Score -3475340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3475364.500000 Penalty: 3376.583252
	Iteration 56Q: 3 clusters Score -3475364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3475379.500000 Penalty: 3376.583252
	Iteration 57Q: 3 clusters Score -3475380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -3475393.750000 Penalty: 3376.583252
	Iteration 58Q: 3 clusters Score -3475394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3475421.000000 Penalty: 3376.583252
	Iteration 59Q: 3 clusters Score -3475421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3475436.500000 Penalty: 3376.583252
	Iteration 60F: 3 clusters Score -3475436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3475443.250000 Penalty: 3376.583252
	Iteration 61Q: 3 clusters Score -3475443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3475454.250000 Penalty: 3376.583252
	Iteration 62Q: 3 clusters Score -3475454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3475475.250000 Penalty: 3376.583252
	Iteration 63Q: 3 clusters Score -3475475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3475485.500000 Penalty: 3376.583252
	Iteration 64Q: 3 clusters Score -3475486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3475508.500000 Penalty: 3376.583252
	Iteration 65Q: 3 clusters Score -3475508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3475533.000000 Penalty: 3376.583252
	Iteration 66Q: 3 clusters Score -3475533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3475551.500000 Penalty: 3376.583252
	Iteration 67Q: 3 clusters Score -3475552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3475558.250000 Penalty: 3376.583252
	Iteration 68Q: 3 clusters Score -3475558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3475562.250000 Penalty: 3376.583252
	Iteration 69Q: 3 clusters Score -3475562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3475561.500000 Penalty: 3376.583252
	Iteration 70Q: 3 clusters Score -3475562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3475574.750000 Penalty: 3376.583252
	Iteration 71Q: 3 clusters Score -3475575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3475583.250000 Penalty: 3376.583252
	Iteration 72Q: 3 clusters Score -3475583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3475588.000000 Penalty: 3376.583252
	Iteration 73Q: 3 clusters Score -3475588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3475600.500000 Penalty: 3376.583252
	Iteration 74Q: 3 clusters Score -3475600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3475604.500000 Penalty: 3376.583252
	Iteration 75Q: 3 clusters Score -3475604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3475606.250000 Penalty: 3376.583252
	Iteration 76Q: 3 clusters Score -3475606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3475611.750000 Penalty: 3376.583252
	Iteration 77Q: 3 clusters Score -3475612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3475612.250000 Penalty: 3376.583252
	Iteration 78Q: 3 clusters Score -3475612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3475615.000000 Penalty: 3376.583252
	Iteration 79Q: 3 clusters Score -3475615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3475618.250000 Penalty: 3376.583252
	Iteration 80F: 3 clusters Score -3475618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -3475614.250000 Penalty: 3376.583252
	Iteration 81Q: 3 clusters Score -3475614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3475629.000000 Penalty: 3376.583252
	Iteration 82Q: 3 clusters Score -3475629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3475632.250000 Penalty: 3376.583252
	Iteration 83Q: 3 clusters Score -3475632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3475638.000000 Penalty: 3376.583252
	Iteration 84Q: 3 clusters Score -3475638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3475639.250000 Penalty: 3376.583252
	Iteration 85Q: 3 clusters Score -3475639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3475640.000000 Penalty: 3376.583252
	Iteration 86Q: 3 clusters Score -3475640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3475641.250000 Penalty: 3376.583252
	Iteration 87Q: 3 clusters Score -3475641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3475641.250000 Penalty: 3376.583252
	Iteration 88F: 3 clusters Score -3475641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -92626.109375 Penalty: 1109.137207
	Iteration 0F: 2 clusters Score -92626.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91284.515625 Penalty: 2218.274414
	Iteration 0F: 3 clusters Score -91284.52 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91493.164062 Penalty: 2218.274414
	Iteration 1F: 3 clusters Score -91493.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91559.203125 Penalty: 2218.274414
	Iteration 2F: 3 clusters Score -91559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -91610.648438 Penalty: 2218.274414
	Iteration 3Q: 3 clusters Score -91610.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91668.687500 Penalty: 2218.274414
	Iteration 4Q: 3 clusters Score -91668.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91724.929688 Penalty: 2218.274414
	Iteration 5Q: 3 clusters Score -91724.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91806.289062 Penalty: 2218.274414
	Iteration 6Q: 3 clusters Score -91806.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91897.820312 Penalty: 2218.274414
	Iteration 7F: 3 clusters Score -91897.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92040.507812 Penalty: 2218.274414
	Iteration 8F: 3 clusters Score -92040.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92298.812500 Penalty: 2218.274414
	Iteration 9F: 3 clusters Score -92298.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92473.312500 Penalty: 2218.274414
	Iteration 10F: 3 clusters Score -92473.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92559.953125 Penalty: 2218.274414
	Iteration 11Q: 3 clusters Score -92559.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92620.867188 Penalty: 2218.274414
	Iteration 12Q: 3 clusters Score -92620.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92668.304688 Penalty: 2218.274414
	Iteration 13Q: 3 clusters Score -92668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92707.132812 Penalty: 2218.274414
	Iteration 14Q: 3 clusters Score -92707.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92732.101562 Penalty: 2218.274414
	Iteration 15Q: 3 clusters Score -92732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92757.812500 Penalty: 2218.274414
	Iteration 16Q: 3 clusters Score -92757.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92805.179688 Penalty: 2218.274414
	Iteration 17Q: 3 clusters Score -92805.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92847.414062 Penalty: 2218.274414
	Iteration 18Q: 3 clusters Score -92847.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92860.468750 Penalty: 2218.274414
	Iteration 19Q: 3 clusters Score -92860.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92861.093750 Penalty: 2218.274414
	Iteration 20F: 3 clusters Score -92861.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237562 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51187 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 46861 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
Score: -70206784.000000 Penalty: 45823.691406
Splitting cluster 2 changes total score from -70207696.000000 to -70206784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -404202.843750 Penalty: 1352.310059
	Iteration 0F: 2 clusters Score -404202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -400786.187500 Penalty: 2704.620117
	Iteration 0F: 3 clusters Score -400786.2 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -401789.687500 Penalty: 2704.620117
	Iteration 1F: 3 clusters Score -401789.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -402178.187500 Penalty: 2704.620117
	Iteration 2F: 3 clusters Score -402178.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402673.593750 Penalty: 2704.620117
	Iteration 3F: 3 clusters Score -402673.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -403154.218750 Penalty: 2704.620117
	Iteration 4F: 3 clusters Score -403154.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -403440.093750 Penalty: 2704.620117
	Iteration 5F: 3 clusters Score -403440.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -403568.343750 Penalty: 2704.620117
	Iteration 6Q: 3 clusters Score -403568.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -403634.000000 Penalty: 2704.620117
	Iteration 7Q: 3 clusters Score -403634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -403668.718750 Penalty: 2704.620117
	Iteration 8Q: 3 clusters Score -403668.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -403695.250000 Penalty: 2704.620117
	Iteration 9Q: 3 clusters Score -403695.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -403710.781250 Penalty: 2704.620117
	Iteration 10Q: 3 clusters Score -403710.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -403719.750000 Penalty: 2704.620117
	Iteration 11Q: 3 clusters Score -403719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -403725.156250 Penalty: 2704.620117
	Iteration 12Q: 3 clusters Score -403725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -403732.968750 Penalty: 2704.620117
	Iteration 13Q: 3 clusters Score -403733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -403744.281250 Penalty: 2704.620117
	Iteration 14Q: 3 clusters Score -403744.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -403757.593750 Penalty: 2704.620117
	Iteration 15Q: 3 clusters Score -403757.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -403764.875000 Penalty: 2704.620117
	Iteration 16Q: 3 clusters Score -403764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -403771.375000 Penalty: 2704.620117
	Iteration 17Q: 3 clusters Score -403771.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -403775.531250 Penalty: 2704.620117
	Iteration 18Q: 3 clusters Score -403775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -403776.656250 Penalty: 2704.620117
	Iteration 19Q: 3 clusters Score -403776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -403777.093750 Penalty: 2704.620117
	Iteration 20F: 3 clusters Score -403777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -403777.656250 Penalty: 2704.620117
	Iteration 21Q: 3 clusters Score -403777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -403778.687500 Penalty: 2704.620117
	Iteration 22Q: 3 clusters Score -403778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403778.062500 Penalty: 2704.620117
	Iteration 23Q: 3 clusters Score -403778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -403778.687500 Penalty: 2704.620117
	Iteration 24Q: 3 clusters Score -403778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403779.125000 Penalty: 2704.620117
	Iteration 25Q: 3 clusters Score -403779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -403781.812500 Penalty: 2704.620117
	Iteration 26Q: 3 clusters Score -403781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403782.437500 Penalty: 2704.620117
	Iteration 27Q: 3 clusters Score -403782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -403783.406250 Penalty: 2704.620117
	Iteration 28Q: 3 clusters Score -403783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -403783.406250 Penalty: 2704.620117
	Iteration 29F: 3 clusters Score -403783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -36664.257812 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -36664.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35731.269531 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -35731.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36025.398438 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -36025.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36278.203125 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -36278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36395.429688 Penalty: 1984.782349
	Iteration 3F: 3 clusters Score -36395.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36420.250000 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -36420.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36441.527344 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -36441.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36457.531250 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -36457.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36478.000000 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -36478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36482.566406 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -36482.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36482.566406 Penalty: 1984.782349
	Iteration 9F: 3 clusters Score -36482.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -769772.250000 Penalty: 1447.530884
	Iteration 0F: 2 clusters Score -769772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -764276.625000 Penalty: 2895.061768
	Iteration 0F: 3 clusters Score -764276.6 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -765988.562500 Penalty: 2895.061768
	Iteration 1F: 3 clusters Score -765988.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -766266.562500 Penalty: 2895.061768
	Iteration 2F: 3 clusters Score -766266.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -766479.437500 Penalty: 2895.061768
	Iteration 3F: 3 clusters Score -766479.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -766678.312500 Penalty: 2895.061768
	Iteration 4Q: 3 clusters Score -766678.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -766868.125000 Penalty: 2895.061768
	Iteration 5Q: 3 clusters Score -766868.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -767081.000000 Penalty: 2895.061768
	Iteration 6Q: 3 clusters Score -767081 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -767310.312500 Penalty: 2895.061768
	Iteration 7Q: 3 clusters Score -767310.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -767546.062500 Penalty: 2895.061768
	Iteration 8Q: 3 clusters Score -767546.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -767758.250000 Penalty: 2895.061768
	Iteration 9Q: 3 clusters Score -767758.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -767919.625000 Penalty: 2895.061768
	Iteration 10Q: 3 clusters Score -767919.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -768046.562500 Penalty: 2895.061768
	Iteration 11Q: 3 clusters Score -768046.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -768144.250000 Penalty: 2895.061768
	Iteration 12Q: 3 clusters Score -768144.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -768205.187500 Penalty: 2895.061768
	Iteration 13Q: 3 clusters Score -768205.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -768262.187500 Penalty: 2895.061768
	Iteration 14Q: 3 clusters Score -768262.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -768298.125000 Penalty: 2895.061768
	Iteration 15Q: 3 clusters Score -768298.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -768325.375000 Penalty: 2895.061768
	Iteration 16Q: 3 clusters Score -768325.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -768342.812500 Penalty: 2895.061768
	Iteration 17Q: 3 clusters Score -768342.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -768360.000000 Penalty: 2895.061768
	Iteration 18Q: 3 clusters Score -768360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -768381.500000 Penalty: 2895.061768
	Iteration 19Q: 3 clusters Score -768381.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -768405.000000 Penalty: 2895.061768
	Iteration 20F: 3 clusters Score -768405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -768432.562500 Penalty: 2895.061768
	Iteration 21Q: 3 clusters Score -768432.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -768455.000000 Penalty: 2895.061768
	Iteration 22Q: 3 clusters Score -768455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -768480.375000 Penalty: 2895.061768
	Iteration 23Q: 3 clusters Score -768480.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -768511.437500 Penalty: 2895.061768
	Iteration 24Q: 3 clusters Score -768511.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -768540.750000 Penalty: 2895.061768
	Iteration 25Q: 3 clusters Score -768540.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -768575.500000 Penalty: 2895.061768
	Iteration 26Q: 3 clusters Score -768575.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -768600.312500 Penalty: 2895.061768
	Iteration 27Q: 3 clusters Score -768600.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -768618.500000 Penalty: 2895.061768
	Iteration 28Q: 3 clusters Score -768618.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -768644.250000 Penalty: 2895.061768
	Iteration 29Q: 3 clusters Score -768644.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -768664.250000 Penalty: 2895.061768
	Iteration 30Q: 3 clusters Score -768664.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -768688.625000 Penalty: 2895.061768
	Iteration 31Q: 3 clusters Score -768688.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -768711.437500 Penalty: 2895.061768
	Iteration 32Q: 3 clusters Score -768711.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -768735.500000 Penalty: 2895.061768
	Iteration 33Q: 3 clusters Score -768735.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -768755.687500 Penalty: 2895.061768
	Iteration 34Q: 3 clusters Score -768755.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -768776.000000 Penalty: 2895.061768
	Iteration 35Q: 3 clusters Score -768776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -768786.750000 Penalty: 2895.061768
	Iteration 36Q: 3 clusters Score -768786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -768800.562500 Penalty: 2895.061768
	Iteration 37Q: 3 clusters Score -768800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -768805.437500 Penalty: 2895.061768
	Iteration 38Q: 3 clusters Score -768805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -768812.125000 Penalty: 2895.061768
	Iteration 39Q: 3 clusters Score -768812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -768814.000000 Penalty: 2895.061768
	Iteration 40F: 3 clusters Score -768814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -768817.937500 Penalty: 2895.061768
	Iteration 41Q: 3 clusters Score -768817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -768820.562500 Penalty: 2895.061768
	Iteration 42Q: 3 clusters Score -768820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -768823.187500 Penalty: 2895.061768
	Iteration 43Q: 3 clusters Score -768823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -768827.375000 Penalty: 2895.061768
	Iteration 44Q: 3 clusters Score -768827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -768829.750000 Penalty: 2895.061768
	Iteration 45Q: 3 clusters Score -768829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -768830.562500 Penalty: 2895.061768
	Iteration 46Q: 3 clusters Score -768830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -768833.125000 Penalty: 2895.061768
	Iteration 47Q: 3 clusters Score -768833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -768836.562500 Penalty: 2895.061768
	Iteration 48Q: 3 clusters Score -768836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -768841.125000 Penalty: 2895.061768
	Iteration 49Q: 3 clusters Score -768841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -768844.500000 Penalty: 2895.061768
	Iteration 50Q: 3 clusters Score -768844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -768846.875000 Penalty: 2895.061768
	Iteration 51Q: 3 clusters Score -768846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -768847.625000 Penalty: 2895.061768
	Iteration 52Q: 3 clusters Score -768847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -768847.562500 Penalty: 2895.061768
	Iteration 53Q: 3 clusters Score -768847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -768847.562500 Penalty: 2895.061768
	Iteration 54F: 3 clusters Score -768847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Entering Unmasked Estep 
Score: -5134590.500000 Penalty: 1752.855103
	Iteration 0F: 2 clusters Score -5134590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5102031.000000 Penalty: 3505.710205
	Iteration 0F: 3 clusters Score -5102031 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5115958.000000 Penalty: 3505.710205
	Iteration 1F: 3 clusters Score -5115958 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5117796.000000 Penalty: 3505.710205
	Iteration 2F: 3 clusters Score -5117796 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5120305.000000 Penalty: 3505.710205
	Iteration 3F: 3 clusters Score -5120305 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5123209.500000 Penalty: 3505.710205
	Iteration 4F: 3 clusters Score -5123210 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5125715.500000 Penalty: 3505.710205
	Iteration 5F: 3 clusters Score -5125716 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5127457.500000 Penalty: 3505.710205
	Iteration 6F: 3 clusters Score -5127458 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -5128675.000000 Penalty: 3505.710205
	Iteration 7Q: 3 clusters Score -5128675 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -5129555.000000 Penalty: 3505.710205
	Iteration 8Q: 3 clusters Score -5129555 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5130184.000000 Penalty: 3505.710205
	Iteration 9Q: 3 clusters Score -5130184 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -5130674.500000 Penalty: 3505.710205
	Iteration 10Q: 3 clusters Score -5130674 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5131019.500000 Penalty: 3505.710205
	Iteration 11Q: 3 clusters Score -5131020 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5131372.500000 Penalty: 3505.710205
	Iteration 12Q: 3 clusters Score -5131372 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5131618.500000 Penalty: 3505.710205
	Iteration 13Q: 3 clusters Score -5131618 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5131852.000000 Penalty: 3505.710205
	Iteration 14Q: 3 clusters Score -5131852 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5132079.000000 Penalty: 3505.710205
	Iteration 15Q: 3 clusters Score -5132079 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5132226.000000 Penalty: 3505.710205
	Iteration 16Q: 3 clusters Score -5132226 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5132389.500000 Penalty: 3505.710205
	Iteration 17Q: 3 clusters Score -5132390 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5132555.000000 Penalty: 3505.710205
	Iteration 18Q: 3 clusters Score -5132555 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5132717.500000 Penalty: 3505.710205
	Iteration 19Q: 3 clusters Score -5132718 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5132861.500000 Penalty: 3505.710205
	Iteration 20F: 3 clusters Score -5132862 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5133014.000000 Penalty: 3505.710205
	Iteration 21Q: 3 clusters Score -5133014 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5133127.500000 Penalty: 3505.710205
	Iteration 22Q: 3 clusters Score -5133128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5133313.500000 Penalty: 3505.710205
	Iteration 23Q: 3 clusters Score -5133314 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5133442.000000 Penalty: 3505.710205
	Iteration 24Q: 3 clusters Score -5133442 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5133528.000000 Penalty: 3505.710205
	Iteration 25Q: 3 clusters Score -5133528 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5133611.000000 Penalty: 3505.710205
	Iteration 26Q: 3 clusters Score -5133611 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5133691.000000 Penalty: 3505.710205
	Iteration 27Q: 3 clusters Score -5133691 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5133734.500000 Penalty: 3505.710205
	Iteration 28Q: 3 clusters Score -5133734 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -5133785.500000 Penalty: 3505.710205
	Iteration 29Q: 3 clusters Score -5133786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5133822.500000 Penalty: 3505.710205
	Iteration 30Q: 3 clusters Score -5133822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5133867.500000 Penalty: 3505.710205
	Iteration 31Q: 3 clusters Score -5133868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5133908.500000 Penalty: 3505.710205
	Iteration 32Q: 3 clusters Score -5133908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5133934.500000 Penalty: 3505.710205
	Iteration 33Q: 3 clusters Score -5133934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5133955.500000 Penalty: 3505.710205
	Iteration 34Q: 3 clusters Score -5133956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -5133975.000000 Penalty: 3505.710205
	Iteration 35Q: 3 clusters Score -5133975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5133989.500000 Penalty: 3505.710205
	Iteration 36Q: 3 clusters Score -5133990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -5134017.000000 Penalty: 3505.710205
	Iteration 37Q: 3 clusters Score -5134017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5134017.000000 Penalty: 3505.710205
	Iteration 38Q: 3 clusters Score -5134017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5134031.000000 Penalty: 3505.710205
	Iteration 39Q: 3 clusters Score -5134031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5134046.500000 Penalty: 3505.710205
	Iteration 40F: 3 clusters Score -5134046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5134039.000000 Penalty: 3505.710205
	Iteration 41Q: 3 clusters Score -5134039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5134045.000000 Penalty: 3505.710205
	Iteration 42Q: 3 clusters Score -5134045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5134047.500000 Penalty: 3505.710205
	Iteration 43Q: 3 clusters Score -5134048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -5134059.000000 Penalty: 3505.710205
	Iteration 44Q: 3 clusters Score -5134059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5134066.500000 Penalty: 3505.710205
	Iteration 45Q: 3 clusters Score -5134066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5134069.500000 Penalty: 3505.710205
	Iteration 46Q: 3 clusters Score -5134070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5134079.500000 Penalty: 3505.710205
	Iteration 47Q: 3 clusters Score -5134080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -5134081.500000 Penalty: 3505.710205
	Iteration 48Q: 3 clusters Score -5134082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -5134088.000000 Penalty: 3505.710205
	Iteration 49Q: 3 clusters Score -5134088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -5134087.500000 Penalty: 3505.710205
	Iteration 50Q: 3 clusters Score -5134088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5134084.500000 Penalty: 3505.710205
	Iteration 51Q: 3 clusters Score -5134084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5134084.000000 Penalty: 3505.710205
	Iteration 52Q: 3 clusters Score -5134084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5134090.500000 Penalty: 3505.710205
	Iteration 53Q: 3 clusters Score -5134090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5134092.500000 Penalty: 3505.710205
	Iteration 54Q: 3 clusters Score -5134092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5134093.500000 Penalty: 3505.710205
	Iteration 55Q: 3 clusters Score -5134094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -5134098.000000 Penalty: 3505.710205
	Iteration 56Q: 3 clusters Score -5134098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -5134095.000000 Penalty: 3505.710205
	Iteration 57Q: 3 clusters Score -5134095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5134100.000000 Penalty: 3505.710205
	Iteration 58Q: 3 clusters Score -5134100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -5134095.000000 Penalty: 3505.710205
	Iteration 59Q: 3 clusters Score -5134095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -5134093.500000 Penalty: 3505.710205
	Iteration 60F: 3 clusters Score -5134094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -5134095.000000 Penalty: 3505.710205
	Iteration 61Q: 3 clusters Score -5134095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -5134096.000000 Penalty: 3505.710205
	Iteration 62Q: 3 clusters Score -5134096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5134096.000000 Penalty: 3505.710205
	Iteration 63Q: 3 clusters Score -5134096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5134091.000000 Penalty: 3505.710205
	Iteration 64Q: 3 clusters Score -5134091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5134099.500000 Penalty: 3505.710205
	Iteration 65Q: 3 clusters Score -5134100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -5134094.000000 Penalty: 3505.710205
	Iteration 66Q: 3 clusters Score -5134094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5134100.000000 Penalty: 3505.710205
	Iteration 67Q: 3 clusters Score -5134100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -5134098.000000 Penalty: 3505.710205
	Iteration 68Q: 3 clusters Score -5134098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -5134099.500000 Penalty: 3505.710205
	Iteration 69Q: 3 clusters Score -5134100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5134104.000000 Penalty: 3505.710205
	Iteration 70Q: 3 clusters Score -5134104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5134110.000000 Penalty: 3505.710205
	Iteration 71Q: 3 clusters Score -5134110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5134109.000000 Penalty: 3505.710205
	Iteration 72Q: 3 clusters Score -5134109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5134113.500000 Penalty: 3505.710205
	Iteration 73Q: 3 clusters Score -5134114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -5134113.500000 Penalty: 3505.710205
	Iteration 74Q: 3 clusters Score -5134114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -5134117.000000 Penalty: 3505.710205
	Iteration 75Q: 3 clusters Score -5134117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -5134117.000000 Penalty: 3505.710205
	Iteration 76F: 3 clusters Score -5134117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Entering Unmasked Estep 
Score: -4051246.000000 Penalty: 1713.159790
	Iteration 0F: 2 clusters Score -4051246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4025728.750000 Penalty: 3426.319580
	Iteration 0F: 3 clusters Score -4025729 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4036175.000000 Penalty: 3426.319580
	Iteration 1F: 3 clusters Score -4036175 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4037049.250000 Penalty: 3426.319580
	Iteration 2F: 3 clusters Score -4037049 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4038022.250000 Penalty: 3426.319580
	Iteration 3F: 3 clusters Score -4038022 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4039408.250000 Penalty: 3426.319580
	Iteration 4F: 3 clusters Score -4039408 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4041251.500000 Penalty: 3426.319580
	Iteration 5F: 3 clusters Score -4041252 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4043605.250000 Penalty: 3426.319580
	Iteration 6F: 3 clusters Score -4043605 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4045904.250000 Penalty: 3426.319580
	Iteration 7F: 3 clusters Score -4045904 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4047358.750000 Penalty: 3426.319580
	Iteration 8Q: 3 clusters Score -4047359 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4047991.250000 Penalty: 3426.319580
	Iteration 9Q: 3 clusters Score -4047991 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4048292.750000 Penalty: 3426.319580
	Iteration 10Q: 3 clusters Score -4048293 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4048461.000000 Penalty: 3426.319580
	Iteration 11Q: 3 clusters Score -4048461 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -4048601.000000 Penalty: 3426.319580
	Iteration 12Q: 3 clusters Score -4048601 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4048696.500000 Penalty: 3426.319580
	Iteration 13Q: 3 clusters Score -4048696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4048790.500000 Penalty: 3426.319580
	Iteration 14Q: 3 clusters Score -4048790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4048851.000000 Penalty: 3426.319580
	Iteration 15Q: 3 clusters Score -4048851 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -4048907.500000 Penalty: 3426.319580
	Iteration 16Q: 3 clusters Score -4048908 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4048960.750000 Penalty: 3426.319580
	Iteration 17Q: 3 clusters Score -4048961 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4049018.500000 Penalty: 3426.319580
	Iteration 18Q: 3 clusters Score -4049018 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4049064.000000 Penalty: 3426.319580
	Iteration 19Q: 3 clusters Score -4049064 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4049106.250000 Penalty: 3426.319580
	Iteration 20F: 3 clusters Score -4049106 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4049149.250000 Penalty: 3426.319580
	Iteration 21Q: 3 clusters Score -4049149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4049193.500000 Penalty: 3426.319580
	Iteration 22Q: 3 clusters Score -4049194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4049215.500000 Penalty: 3426.319580
	Iteration 23Q: 3 clusters Score -4049216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4049251.000000 Penalty: 3426.319580
	Iteration 24Q: 3 clusters Score -4049251 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4049259.750000 Penalty: 3426.319580
	Iteration 25Q: 3 clusters Score -4049260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4049279.750000 Penalty: 3426.319580
	Iteration 26Q: 3 clusters Score -4049280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4049305.500000 Penalty: 3426.319580
	Iteration 27Q: 3 clusters Score -4049306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4049325.750000 Penalty: 3426.319580
	Iteration 28Q: 3 clusters Score -4049326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4049332.000000 Penalty: 3426.319580
	Iteration 29Q: 3 clusters Score -4049332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4049350.000000 Penalty: 3426.319580
	Iteration 30Q: 3 clusters Score -4049350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4049371.500000 Penalty: 3426.319580
	Iteration 31Q: 3 clusters Score -4049372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4049405.750000 Penalty: 3426.319580
	Iteration 32Q: 3 clusters Score -4049406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4049424.750000 Penalty: 3426.319580
	Iteration 33Q: 3 clusters Score -4049425 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4049448.500000 Penalty: 3426.319580
	Iteration 34Q: 3 clusters Score -4049448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4049486.250000 Penalty: 3426.319580
	Iteration 35Q: 3 clusters Score -4049486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4049516.000000 Penalty: 3426.319580
	Iteration 36Q: 3 clusters Score -4049516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4049543.000000 Penalty: 3426.319580
	Iteration 37Q: 3 clusters Score -4049543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4049565.500000 Penalty: 3426.319580
	Iteration 38Q: 3 clusters Score -4049566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4049585.250000 Penalty: 3426.319580
	Iteration 39Q: 3 clusters Score -4049585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4049616.500000 Penalty: 3426.319580
	Iteration 40F: 3 clusters Score -4049616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4049641.500000 Penalty: 3426.319580
	Iteration 41Q: 3 clusters Score -4049642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4049655.250000 Penalty: 3426.319580
	Iteration 42Q: 3 clusters Score -4049655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4049667.500000 Penalty: 3426.319580
	Iteration 43Q: 3 clusters Score -4049668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4049674.750000 Penalty: 3426.319580
	Iteration 44Q: 3 clusters Score -4049675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4049677.500000 Penalty: 3426.319580
	Iteration 45Q: 3 clusters Score -4049678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4049684.750000 Penalty: 3426.319580
	Iteration 46Q: 3 clusters Score -4049685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4049687.500000 Penalty: 3426.319580
	Iteration 47Q: 3 clusters Score -4049688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4049696.250000 Penalty: 3426.319580
	Iteration 48Q: 3 clusters Score -4049696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4049701.000000 Penalty: 3426.319580
	Iteration 49Q: 3 clusters Score -4049701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4049718.000000 Penalty: 3426.319580
	Iteration 50Q: 3 clusters Score -4049718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4049727.750000 Penalty: 3426.319580
	Iteration 51Q: 3 clusters Score -4049728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4049731.500000 Penalty: 3426.319580
	Iteration 52Q: 3 clusters Score -4049732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4049727.250000 Penalty: 3426.319580
	Iteration 53Q: 3 clusters Score -4049727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4049736.000000 Penalty: 3426.319580
	Iteration 54Q: 3 clusters Score -4049736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4049738.250000 Penalty: 3426.319580
	Iteration 55Q: 3 clusters Score -4049738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4049741.250000 Penalty: 3426.319580
	Iteration 56Q: 3 clusters Score -4049741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4049740.500000 Penalty: 3426.319580
	Iteration 57Q: 3 clusters Score -4049740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4049752.250000 Penalty: 3426.319580
	Iteration 58Q: 3 clusters Score -4049752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4049749.250000 Penalty: 3426.319580
	Iteration 59Q: 3 clusters Score -4049749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4049750.500000 Penalty: 3426.319580
	Iteration 60F: 3 clusters Score -4049750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4049761.750000 Penalty: 3426.319580
	Iteration 61Q: 3 clusters Score -4049762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4049755.500000 Penalty: 3426.319580
	Iteration 62Q: 3 clusters Score -4049756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4049755.000000 Penalty: 3426.319580
	Iteration 63Q: 3 clusters Score -4049755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4049755.000000 Penalty: 3426.319580
	Iteration 64Q: 3 clusters Score -4049755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4049765.000000 Penalty: 3426.319580
	Iteration 65Q: 3 clusters Score -4049765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4049774.250000 Penalty: 3426.319580
	Iteration 66Q: 3 clusters Score -4049774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4049779.500000 Penalty: 3426.319580
	Iteration 67Q: 3 clusters Score -4049780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4049788.000000 Penalty: 3426.319580
	Iteration 68Q: 3 clusters Score -4049788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4049775.750000 Penalty: 3426.319580
	Iteration 69Q: 3 clusters Score -4049776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4049776.500000 Penalty: 3426.319580
	Iteration 70Q: 3 clusters Score -4049776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4049785.000000 Penalty: 3426.319580
	Iteration 71Q: 3 clusters Score -4049785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4049785.000000 Penalty: 3426.319580
	Iteration 72Q: 3 clusters Score -4049785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4049790.750000 Penalty: 3426.319580
	Iteration 73Q: 3 clusters Score -4049791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4049791.750000 Penalty: 3426.319580
	Iteration 74Q: 3 clusters Score -4049792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4049798.750000 Penalty: 3426.319580
	Iteration 75Q: 3 clusters Score -4049799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4049800.750000 Penalty: 3426.319580
	Iteration 76Q: 3 clusters Score -4049801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4049797.250000 Penalty: 3426.319580
	Iteration 77Q: 3 clusters Score -4049797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4049798.250000 Penalty: 3426.319580
	Iteration 78Q: 3 clusters Score -4049798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4049796.500000 Penalty: 3426.319580
	Iteration 79Q: 3 clusters Score -4049796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4049793.500000 Penalty: 3426.319580
	Iteration 80F: 3 clusters Score -4049794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4049795.250000 Penalty: 3426.319580
	Iteration 81Q: 3 clusters Score -4049795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4049796.500000 Penalty: 3426.319580
	Iteration 82Q: 3 clusters Score -4049796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4049800.000000 Penalty: 3426.319580
	Iteration 83Q: 3 clusters Score -4049800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4049796.750000 Penalty: 3426.319580
	Iteration 84Q: 3 clusters Score -4049797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4049803.000000 Penalty: 3426.319580
	Iteration 85Q: 3 clusters Score -4049803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4049804.500000 Penalty: 3426.319580
	Iteration 86Q: 3 clusters Score -4049804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4049810.250000 Penalty: 3426.319580
	Iteration 87Q: 3 clusters Score -4049810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -4049809.750000 Penalty: 3426.319580
	Iteration 88Q: 3 clusters Score -4049810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4049811.750000 Penalty: 3426.319580
	Iteration 89Q: 3 clusters Score -4049812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4049812.250000 Penalty: 3426.319580
	Iteration 90Q: 3 clusters Score -4049812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4049815.250000 Penalty: 3426.319580
	Iteration 91Q: 3 clusters Score -4049815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4049817.250000 Penalty: 3426.319580
	Iteration 92Q: 3 clusters Score -4049817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4049817.500000 Penalty: 3426.319580
	Iteration 93Q: 3 clusters Score -4049818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4049821.250000 Penalty: 3426.319580
	Iteration 94Q: 3 clusters Score -4049821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4049818.250000 Penalty: 3426.319580
	Iteration 95Q: 3 clusters Score -4049818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4049825.750000 Penalty: 3426.319580
	Iteration 96Q: 3 clusters Score -4049826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4049829.750000 Penalty: 3426.319580
	Iteration 97Q: 3 clusters Score -4049830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4049832.500000 Penalty: 3426.319580
	Iteration 98Q: 3 clusters Score -4049832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4049837.500000 Penalty: 3426.319580
	Iteration 99Q: 3 clusters Score -4049838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4049839.000000 Penalty: 3426.319580
	Iteration 100F: 3 clusters Score -4049839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4049841.250000 Penalty: 3426.319580
	Iteration 101Q: 3 clusters Score -4049841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4049839.000000 Penalty: 3426.319580
	Iteration 102Q: 3 clusters Score -4049839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4049841.750000 Penalty: 3426.319580
	Iteration 103Q: 3 clusters Score -4049842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4049841.750000 Penalty: 3426.319580
	Iteration 104F: 3 clusters Score -4049842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Entering Unmasked Estep 
Score: -3744996.250000 Penalty: 1707.420410
	Iteration 0F: 2 clusters Score -3744996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3720498.250000 Penalty: 3414.840820
	Iteration 0F: 3 clusters Score -3720498 nChanged 16908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3730084.500000 Penalty: 3414.840820
	Iteration 1F: 3 clusters Score -3730084 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3730763.000000 Penalty: 3414.840820
	Iteration 2Q: 3 clusters Score -3730763 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3731634.000000 Penalty: 3414.840820
	Iteration 3F: 3 clusters Score -3731634 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3732884.000000 Penalty: 3414.840820
	Iteration 4F: 3 clusters Score -3732884 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3734608.500000 Penalty: 3414.840820
	Iteration 5F: 3 clusters Score -3734608 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3736625.500000 Penalty: 3414.840820
	Iteration 6F: 3 clusters Score -3736626 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3738582.750000 Penalty: 3414.840820
	Iteration 7F: 3 clusters Score -3738583 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3740311.500000 Penalty: 3414.840820
	Iteration 8Q: 3 clusters Score -3740312 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3741880.750000 Penalty: 3414.840820
	Iteration 9Q: 3 clusters Score -3741881 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3742850.250000 Penalty: 3414.840820
	Iteration 10Q: 3 clusters Score -3742850 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3743226.000000 Penalty: 3414.840820
	Iteration 11Q: 3 clusters Score -3743226 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3743404.250000 Penalty: 3414.840820
	Iteration 12Q: 3 clusters Score -3743404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3743521.250000 Penalty: 3414.840820
	Iteration 13Q: 3 clusters Score -3743521 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3743627.000000 Penalty: 3414.840820
	Iteration 14Q: 3 clusters Score -3743627 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3743690.500000 Penalty: 3414.840820
	Iteration 15Q: 3 clusters Score -3743690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3743719.750000 Penalty: 3414.840820
	Iteration 16Q: 3 clusters Score -3743720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3743748.250000 Penalty: 3414.840820
	Iteration 17Q: 3 clusters Score -3743748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3743754.750000 Penalty: 3414.840820
	Iteration 18Q: 3 clusters Score -3743755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3743776.500000 Penalty: 3414.840820
	Iteration 19Q: 3 clusters Score -3743776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3743792.000000 Penalty: 3414.840820
	Iteration 20F: 3 clusters Score -3743792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3743807.750000 Penalty: 3414.840820
	Iteration 21Q: 3 clusters Score -3743808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3743817.250000 Penalty: 3414.840820
	Iteration 22Q: 3 clusters Score -3743817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3743836.750000 Penalty: 3414.840820
	Iteration 23Q: 3 clusters Score -3743837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3743869.250000 Penalty: 3414.840820
	Iteration 24Q: 3 clusters Score -3743869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3743884.500000 Penalty: 3414.840820
	Iteration 25Q: 3 clusters Score -3743884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3743887.750000 Penalty: 3414.840820
	Iteration 26Q: 3 clusters Score -3743888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3743885.000000 Penalty: 3414.840820
	Iteration 27Q: 3 clusters Score -3743885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3743892.250000 Penalty: 3414.840820
	Iteration 28Q: 3 clusters Score -3743892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3743898.750000 Penalty: 3414.840820
	Iteration 29Q: 3 clusters Score -3743899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3743897.250000 Penalty: 3414.840820
	Iteration 30Q: 3 clusters Score -3743897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3743899.000000 Penalty: 3414.840820
	Iteration 31Q: 3 clusters Score -3743899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3743905.750000 Penalty: 3414.840820
	Iteration 32Q: 3 clusters Score -3743906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3743912.000000 Penalty: 3414.840820
	Iteration 33Q: 3 clusters Score -3743912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3743911.000000 Penalty: 3414.840820
	Iteration 34Q: 3 clusters Score -3743911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3743909.500000 Penalty: 3414.840820
	Iteration 35Q: 3 clusters Score -3743910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3743907.500000 Penalty: 3414.840820
	Iteration 36Q: 3 clusters Score -3743908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3743898.500000 Penalty: 3414.840820
	Iteration 37Q: 3 clusters Score -3743898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3743907.250000 Penalty: 3414.840820
	Iteration 38Q: 3 clusters Score -3743907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3743911.750000 Penalty: 3414.840820
	Iteration 39Q: 3 clusters Score -3743912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3743911.750000 Penalty: 3414.840820
	Iteration 40F: 3 clusters Score -3743912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3743913.750000 Penalty: 3414.840820
	Iteration 41Q: 3 clusters Score -3743914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3743913.000000 Penalty: 3414.840820
	Iteration 42Q: 3 clusters Score -3743913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3743912.750000 Penalty: 3414.840820
	Iteration 43Q: 3 clusters Score -3743913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3743916.750000 Penalty: 3414.840820
	Iteration 44Q: 3 clusters Score -3743917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3743917.500000 Penalty: 3414.840820
	Iteration 45Q: 3 clusters Score -3743918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3743916.750000 Penalty: 3414.840820
	Iteration 46Q: 3 clusters Score -3743917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3743919.500000 Penalty: 3414.840820
	Iteration 47Q: 3 clusters Score -3743920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3743916.750000 Penalty: 3414.840820
	Iteration 48Q: 3 clusters Score -3743917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3743917.500000 Penalty: 3414.840820
	Iteration 49Q: 3 clusters Score -3743918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3743915.750000 Penalty: 3414.840820
	Iteration 50Q: 3 clusters Score -3743916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3743917.000000 Penalty: 3414.840820
	Iteration 51Q: 3 clusters Score -3743917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3743916.250000 Penalty: 3414.840820
	Iteration 52Q: 3 clusters Score -3743916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3743916.750000 Penalty: 3414.840820
	Iteration 53Q: 3 clusters Score -3743917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3743917.000000 Penalty: 3414.840820
	Iteration 54Q: 3 clusters Score -3743917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3743916.500000 Penalty: 3414.840820
	Iteration 55Q: 3 clusters Score -3743916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3743916.500000 Penalty: 3414.840820
	Iteration 56F: 3 clusters Score -3743916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237562 members 
Entering Unmasked Estep 
Score: -24915676.000000 Penalty: 2011.454956
	Iteration 0F: 2 clusters Score -2.491568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -24769054.000000 Penalty: 4022.909912
	Iteration 0F: 3 clusters Score -2.476905e+07 nChanged 115166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -24837230.000000 Penalty: 4022.909912
	Iteration 1F: 3 clusters Score -2.483723e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -24838018.000000 Penalty: 4022.909912
	Iteration 2Q: 3 clusters Score -2.483802e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -24839102.000000 Penalty: 4022.909912
	Iteration 3Q: 3 clusters Score -2.48391e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127854 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -24840466.000000 Penalty: 4022.909912
	Iteration 4Q: 3 clusters Score -2.484047e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -24842578.000000 Penalty: 4022.909912
	Iteration 5Q: 3 clusters Score -2.484258e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -24845854.000000 Penalty: 4022.909912
	Iteration 6Q: 3 clusters Score -2.484585e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -24851512.000000 Penalty: 4022.909912
	Iteration 7Q: 3 clusters Score -2.485151e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -24860024.000000 Penalty: 4022.909912
	Iteration 8F: 3 clusters Score -2.486002e+07 nChanged 15731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -24872028.000000 Penalty: 4022.909912
	Iteration 9F: 3 clusters Score -2.487203e+07 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190086 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -24885646.000000 Penalty: 4022.909912
	Iteration 10F: 3 clusters Score -2.488565e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202361 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -24897102.000000 Penalty: 4022.909912
	Iteration 11F: 3 clusters Score -2.48971e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211710 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -24903858.000000 Penalty: 4022.909912
	Iteration 12Q: 3 clusters Score -2.490386e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218522 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -24907300.000000 Penalty: 4022.909912
	Iteration 13Q: 3 clusters Score -2.49073e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223829 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -24909762.000000 Penalty: 4022.909912
	Iteration 14Q: 3 clusters Score -2.490976e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227949 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -24911078.000000 Penalty: 4022.909912
	Iteration 15Q: 3 clusters Score -2.491108e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231010 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -24911836.000000 Penalty: 4022.909912
	Iteration 16Q: 3 clusters Score -2.491184e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233290 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -24912618.000000 Penalty: 4022.909912
	Iteration 17Q: 3 clusters Score -2.491262e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234853 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -24913054.000000 Penalty: 4022.909912
	Iteration 18Q: 3 clusters Score -2.491305e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235854 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -24913408.000000 Penalty: 4022.909912
	Iteration 19Q: 3 clusters Score -2.491341e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236435 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24913560.000000 Penalty: 4022.909912
	Iteration 20F: 3 clusters Score -2.491356e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236773 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24913674.000000 Penalty: 4022.909912
	Iteration 21Q: 3 clusters Score -2.491367e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236953 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24913674.000000 Penalty: 4022.909912
	Iteration 22Q: 3 clusters Score -2.491367e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237063 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -24913796.000000 Penalty: 4022.909912
	Iteration 23Q: 3 clusters Score -2.49138e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237132 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24913852.000000 Penalty: 4022.909912
	Iteration 24Q: 3 clusters Score -2.491385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24913888.000000 Penalty: 4022.909912
	Iteration 25Q: 3 clusters Score -2.491389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237202 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24913904.000000 Penalty: 4022.909912
	Iteration 26Q: 3 clusters Score -2.49139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237231 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24913966.000000 Penalty: 4022.909912
	Iteration 27Q: 3 clusters Score -2.491397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24913964.000000 Penalty: 4022.909912
	Iteration 28Q: 3 clusters Score -2.491396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24913980.000000 Penalty: 4022.909912
	Iteration 29Q: 3 clusters Score -2.491398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24913962.000000 Penalty: 4022.909912
	Iteration 30Q: 3 clusters Score -2.491396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24913980.000000 Penalty: 4022.909912
	Iteration 31Q: 3 clusters Score -2.491398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24914014.000000 Penalty: 4022.909912
	Iteration 32Q: 3 clusters Score -2.491401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237276 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24914010.000000 Penalty: 4022.909912
	Iteration 33Q: 3 clusters Score -2.491401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237276 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24914004.000000 Penalty: 4022.909912
	Iteration 34Q: 3 clusters Score -2.4914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24914026.000000 Penalty: 4022.909912
	Iteration 35Q: 3 clusters Score -2.491403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24914024.000000 Penalty: 4022.909912
	Iteration 36Q: 3 clusters Score -2.491402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24914044.000000 Penalty: 4022.909912
	Iteration 37Q: 3 clusters Score -2.491404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24914044.000000 Penalty: 4022.909912
	Iteration 38F: 3 clusters Score -2.491404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -763257.812500 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -763257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -757698.125000 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -757698.1 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -759392.375000 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -759392.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -759715.500000 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -759715.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -760042.500000 Penalty: 2898.474365
	Iteration 3F: 3 clusters Score -760042.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -760330.625000 Penalty: 2898.474365
	Iteration 4F: 3 clusters Score -760330.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -760610.500000 Penalty: 2898.474365
	Iteration 5F: 3 clusters Score -760610.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -760833.062500 Penalty: 2898.474365
	Iteration 6Q: 3 clusters Score -760833.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -761026.812500 Penalty: 2898.474365
	Iteration 7Q: 3 clusters Score -761026.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -761182.187500 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -761182.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -761280.375000 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -761280.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -761359.625000 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -761359.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -761427.625000 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -761427.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -761481.437500 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -761481.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -761521.250000 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -761521.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -761551.250000 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -761551.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -761586.812500 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -761586.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -761619.062500 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -761619.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -761649.812500 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -761649.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -761679.437500 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -761679.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -761709.750000 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -761709.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -761746.000000 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -761746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -761785.625000 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -761785.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -761828.625000 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -761828.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -761869.625000 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -761869.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -761914.000000 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -761914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -761962.187500 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -761962.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -762000.000000 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -762000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -762031.062500 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -762031.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -762053.750000 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -762053.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -762072.687500 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -762072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -762093.562500 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -762093.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -762104.875000 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -762104.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -762116.750000 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -762116.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -762131.937500 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -762131.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -762147.937500 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -762147.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -762156.937500 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -762156.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -762163.437500 Penalty: 2898.474365
	Iteration 36Q: 3 clusters Score -762163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -762168.062500 Penalty: 2898.474365
	Iteration 37Q: 3 clusters Score -762168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -762173.687500 Penalty: 2898.474365
	Iteration 38Q: 3 clusters Score -762173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -762182.875000 Penalty: 2898.474365
	Iteration 39Q: 3 clusters Score -762182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -762185.125000 Penalty: 2898.474365
	Iteration 40F: 3 clusters Score -762185.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -762188.875000 Penalty: 2898.474365
	Iteration 41Q: 3 clusters Score -762188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -762191.937500 Penalty: 2898.474365
	Iteration 42Q: 3 clusters Score -762191.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -762193.125000 Penalty: 2898.474365
	Iteration 43Q: 3 clusters Score -762193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -762195.875000 Penalty: 2898.474365
	Iteration 44Q: 3 clusters Score -762195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -762198.937500 Penalty: 2898.474365
	Iteration 45Q: 3 clusters Score -762198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -762200.687500 Penalty: 2898.474365
	Iteration 46Q: 3 clusters Score -762200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -762200.625000 Penalty: 2898.474365
	Iteration 47Q: 3 clusters Score -762200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -762203.250000 Penalty: 2898.474365
	Iteration 48Q: 3 clusters Score -762203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -762201.312500 Penalty: 2898.474365
	Iteration 49Q: 3 clusters Score -762201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -762201.437500 Penalty: 2898.474365
	Iteration 50Q: 3 clusters Score -762201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -762201.437500 Penalty: 2898.474365
	Iteration 51F: 3 clusters Score -762201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Entering Unmasked Estep 
Score: -5428104.000000 Penalty: 1762.026611
	Iteration 0F: 2 clusters Score -5428104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5393647.000000 Penalty: 3524.053223
	Iteration 0F: 3 clusters Score -5393647 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5407426.500000 Penalty: 3524.053223
	Iteration 1F: 3 clusters Score -5407426 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5408081.000000 Penalty: 3524.053223
	Iteration 2Q: 3 clusters Score -5408081 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5408792.500000 Penalty: 3524.053223
	Iteration 3Q: 3 clusters Score -5408792 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5409711.500000 Penalty: 3524.053223
	Iteration 4Q: 3 clusters Score -5409712 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5410811.500000 Penalty: 3524.053223
	Iteration 5Q: 3 clusters Score -5410812 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5412279.000000 Penalty: 3524.053223
	Iteration 6F: 3 clusters Score -5412279 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -5414089.500000 Penalty: 3524.053223
	Iteration 7F: 3 clusters Score -5414090 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5416340.000000 Penalty: 3524.053223
	Iteration 8F: 3 clusters Score -5416340 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -5418650.000000 Penalty: 3524.053223
	Iteration 9F: 3 clusters Score -5418650 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -5420195.000000 Penalty: 3524.053223
	Iteration 10Q: 3 clusters Score -5420195 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -5420926.000000 Penalty: 3524.053223
	Iteration 11Q: 3 clusters Score -5420926 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -5421307.500000 Penalty: 3524.053223
	Iteration 12Q: 3 clusters Score -5421308 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5421598.000000 Penalty: 3524.053223
	Iteration 13Q: 3 clusters Score -5421598 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -5421862.500000 Penalty: 3524.053223
	Iteration 14Q: 3 clusters Score -5421862 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5422099.500000 Penalty: 3524.053223
	Iteration 15Q: 3 clusters Score -5422100 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5422374.500000 Penalty: 3524.053223
	Iteration 16Q: 3 clusters Score -5422374 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5422619.000000 Penalty: 3524.053223
	Iteration 17Q: 3 clusters Score -5422619 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5422879.500000 Penalty: 3524.053223
	Iteration 18Q: 3 clusters Score -5422880 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5423149.500000 Penalty: 3524.053223
	Iteration 19Q: 3 clusters Score -5423150 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5423414.000000 Penalty: 3524.053223
	Iteration 20F: 3 clusters Score -5423414 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5423674.000000 Penalty: 3524.053223
	Iteration 21Q: 3 clusters Score -5423674 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5423893.500000 Penalty: 3524.053223
	Iteration 22Q: 3 clusters Score -5423894 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5424177.500000 Penalty: 3524.053223
	Iteration 23Q: 3 clusters Score -5424178 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5424407.500000 Penalty: 3524.053223
	Iteration 24Q: 3 clusters Score -5424408 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -5424661.500000 Penalty: 3524.053223
	Iteration 25Q: 3 clusters Score -5424662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5424881.500000 Penalty: 3524.053223
	Iteration 26Q: 3 clusters Score -5424882 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5425042.000000 Penalty: 3524.053223
	Iteration 27Q: 3 clusters Score -5425042 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5425232.500000 Penalty: 3524.053223
	Iteration 28Q: 3 clusters Score -5425232 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5425424.000000 Penalty: 3524.053223
	Iteration 29Q: 3 clusters Score -5425424 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5425583.000000 Penalty: 3524.053223
	Iteration 30Q: 3 clusters Score -5425583 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -5425697.000000 Penalty: 3524.053223
	Iteration 31Q: 3 clusters Score -5425697 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -5425833.500000 Penalty: 3524.053223
	Iteration 32Q: 3 clusters Score -5425834 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5425950.500000 Penalty: 3524.053223
	Iteration 33Q: 3 clusters Score -5425950 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5426043.000000 Penalty: 3524.053223
	Iteration 34Q: 3 clusters Score -5426043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -5426136.500000 Penalty: 3524.053223
	Iteration 35Q: 3 clusters Score -5426136 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -5426210.500000 Penalty: 3524.053223
	Iteration 36Q: 3 clusters Score -5426210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -5426258.000000 Penalty: 3524.053223
	Iteration 37Q: 3 clusters Score -5426258 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5426314.000000 Penalty: 3524.053223
	Iteration 38Q: 3 clusters Score -5426314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -5426364.000000 Penalty: 3524.053223
	Iteration 39Q: 3 clusters Score -5426364 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -5426409.500000 Penalty: 3524.053223
	Iteration 40F: 3 clusters Score -5426410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -5426451.000000 Penalty: 3524.053223
	Iteration 41Q: 3 clusters Score -5426451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -5426472.000000 Penalty: 3524.053223
	Iteration 42Q: 3 clusters Score -5426472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -5426489.500000 Penalty: 3524.053223
	Iteration 43Q: 3 clusters Score -5426490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5426504.500000 Penalty: 3524.053223
	Iteration 44Q: 3 clusters Score -5426504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -5426523.000000 Penalty: 3524.053223
	Iteration 45Q: 3 clusters Score -5426523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5426534.500000 Penalty: 3524.053223
	Iteration 46Q: 3 clusters Score -5426534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -5426538.500000 Penalty: 3524.053223
	Iteration 47Q: 3 clusters Score -5426538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5426556.000000 Penalty: 3524.053223
	Iteration 48Q: 3 clusters Score -5426556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -5426565.500000 Penalty: 3524.053223
	Iteration 49Q: 3 clusters Score -5426566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -5426575.500000 Penalty: 3524.053223
	Iteration 50Q: 3 clusters Score -5426576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -5426590.000000 Penalty: 3524.053223
	Iteration 51Q: 3 clusters Score -5426590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -5426601.000000 Penalty: 3524.053223
	Iteration 52Q: 3 clusters Score -5426601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -5426603.500000 Penalty: 3524.053223
	Iteration 53Q: 3 clusters Score -5426604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -5426623.500000 Penalty: 3524.053223
	Iteration 54Q: 3 clusters Score -5426624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -5426633.000000 Penalty: 3524.053223
	Iteration 55Q: 3 clusters Score -5426633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -5426641.000000 Penalty: 3524.053223
	Iteration 56Q: 3 clusters Score -5426641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -5426644.000000 Penalty: 3524.053223
	Iteration 57Q: 3 clusters Score -5426644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -5426649.000000 Penalty: 3524.053223
	Iteration 58Q: 3 clusters Score -5426649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -5426657.000000 Penalty: 3524.053223
	Iteration 59Q: 3 clusters Score -5426657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -5426661.500000 Penalty: 3524.053223
	Iteration 60F: 3 clusters Score -5426662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -5426664.500000 Penalty: 3524.053223
	Iteration 61Q: 3 clusters Score -5426664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -5426660.500000 Penalty: 3524.053223
	Iteration 62Q: 3 clusters Score -5426660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -5426677.000000 Penalty: 3524.053223
	Iteration 63Q: 3 clusters Score -5426677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -5426676.000000 Penalty: 3524.053223
	Iteration 64Q: 3 clusters Score -5426676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -5426666.000000 Penalty: 3524.053223
	Iteration 65Q: 3 clusters Score -5426666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -5426668.000000 Penalty: 3524.053223
	Iteration 66Q: 3 clusters Score -5426668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -5426675.500000 Penalty: 3524.053223
	Iteration 67Q: 3 clusters Score -5426676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -5426677.000000 Penalty: 3524.053223
	Iteration 68Q: 3 clusters Score -5426677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5426676.500000 Penalty: 3524.053223
	Iteration 69Q: 3 clusters Score -5426676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -5426678.000000 Penalty: 3524.053223
	Iteration 70Q: 3 clusters Score -5426678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -5426680.000000 Penalty: 3524.053223
	Iteration 71Q: 3 clusters Score -5426680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5426680.500000 Penalty: 3524.053223
	Iteration 72Q: 3 clusters Score -5426680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5426680.500000 Penalty: 3524.053223
	Iteration 73F: 3 clusters Score -5426680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -347998.906250 Penalty: 1309.889038
	Iteration 0F: 2 clusters Score -347998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345142.562500 Penalty: 2619.778076
	Iteration 0F: 3 clusters Score -345142.6 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -345871.093750 Penalty: 2619.778076
	Iteration 1F: 3 clusters Score -345871.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -346000.000000 Penalty: 2619.778076
	Iteration 2F: 3 clusters Score -346000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -346086.468750 Penalty: 2619.778076
	Iteration 3Q: 3 clusters Score -346086.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -346146.937500 Penalty: 2619.778076
	Iteration 4Q: 3 clusters Score -346146.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -346188.281250 Penalty: 2619.778076
	Iteration 5Q: 3 clusters Score -346188.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -346218.312500 Penalty: 2619.778076
	Iteration 6Q: 3 clusters Score -346218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -346236.250000 Penalty: 2619.778076
	Iteration 7Q: 3 clusters Score -346236.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -346249.562500 Penalty: 2619.778076
	Iteration 8Q: 3 clusters Score -346249.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346259.062500 Penalty: 2619.778076
	Iteration 9Q: 3 clusters Score -346259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -346263.500000 Penalty: 2619.778076
	Iteration 10Q: 3 clusters Score -346263.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -346269.218750 Penalty: 2619.778076
	Iteration 11Q: 3 clusters Score -346269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -346275.375000 Penalty: 2619.778076
	Iteration 12Q: 3 clusters Score -346275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -346277.968750 Penalty: 2619.778076
	Iteration 13Q: 3 clusters Score -346278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -346280.500000 Penalty: 2619.778076
	Iteration 14Q: 3 clusters Score -346280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -346284.031250 Penalty: 2619.778076
	Iteration 15Q: 3 clusters Score -346284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -346288.031250 Penalty: 2619.778076
	Iteration 16Q: 3 clusters Score -346288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346291.281250 Penalty: 2619.778076
	Iteration 17Q: 3 clusters Score -346291.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346292.625000 Penalty: 2619.778076
	Iteration 18Q: 3 clusters Score -346292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -346294.906250 Penalty: 2619.778076
	Iteration 19Q: 3 clusters Score -346294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -346298.093750 Penalty: 2619.778076
	Iteration 20F: 3 clusters Score -346298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -346302.093750 Penalty: 2619.778076
	Iteration 21Q: 3 clusters Score -346302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346305.468750 Penalty: 2619.778076
	Iteration 22Q: 3 clusters Score -346305.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -346310.187500 Penalty: 2619.778076
	Iteration 23Q: 3 clusters Score -346310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346317.312500 Penalty: 2619.778076
	Iteration 24Q: 3 clusters Score -346317.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -346329.625000 Penalty: 2619.778076
	Iteration 25Q: 3 clusters Score -346329.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -346341.468750 Penalty: 2619.778076
	Iteration 26Q: 3 clusters Score -346341.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -346356.062500 Penalty: 2619.778076
	Iteration 27Q: 3 clusters Score -346356.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -346373.062500 Penalty: 2619.778076
	Iteration 28Q: 3 clusters Score -346373.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -346386.718750 Penalty: 2619.778076
	Iteration 29Q: 3 clusters Score -346386.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -346397.156250 Penalty: 2619.778076
	Iteration 30Q: 3 clusters Score -346397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -346404.187500 Penalty: 2619.778076
	Iteration 31Q: 3 clusters Score -346404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -346414.718750 Penalty: 2619.778076
	Iteration 32Q: 3 clusters Score -346414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -346419.593750 Penalty: 2619.778076
	Iteration 33Q: 3 clusters Score -346419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -346427.281250 Penalty: 2619.778076
	Iteration 34Q: 3 clusters Score -346427.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -346437.781250 Penalty: 2619.778076
	Iteration 35Q: 3 clusters Score -346437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -346443.531250 Penalty: 2619.778076
	Iteration 36Q: 3 clusters Score -346443.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -346450.500000 Penalty: 2619.778076
	Iteration 37Q: 3 clusters Score -346450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -346458.718750 Penalty: 2619.778076
	Iteration 38Q: 3 clusters Score -346458.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -346470.000000 Penalty: 2619.778076
	Iteration 39Q: 3 clusters Score -346470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -346480.812500 Penalty: 2619.778076
	Iteration 40F: 3 clusters Score -346480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -346489.781250 Penalty: 2619.778076
	Iteration 41Q: 3 clusters Score -346489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -346498.062500 Penalty: 2619.778076
	Iteration 42Q: 3 clusters Score -346498.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -346508.093750 Penalty: 2619.778076
	Iteration 43Q: 3 clusters Score -346508.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -346521.593750 Penalty: 2619.778076
	Iteration 44Q: 3 clusters Score -346521.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -346535.125000 Penalty: 2619.778076
	Iteration 45Q: 3 clusters Score -346535.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -346547.562500 Penalty: 2619.778076
	Iteration 46Q: 3 clusters Score -346547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -346559.375000 Penalty: 2619.778076
	Iteration 47Q: 3 clusters Score -346559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -346571.125000 Penalty: 2619.778076
	Iteration 48Q: 3 clusters Score -346571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -346579.250000 Penalty: 2619.778076
	Iteration 49Q: 3 clusters Score -346579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -346587.375000 Penalty: 2619.778076
	Iteration 50Q: 3 clusters Score -346587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -346597.468750 Penalty: 2619.778076
	Iteration 51Q: 3 clusters Score -346597.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -346606.531250 Penalty: 2619.778076
	Iteration 52Q: 3 clusters Score -346606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -346611.437500 Penalty: 2619.778076
	Iteration 53Q: 3 clusters Score -346611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -346616.500000 Penalty: 2619.778076
	Iteration 54Q: 3 clusters Score -346616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -346621.437500 Penalty: 2619.778076
	Iteration 55Q: 3 clusters Score -346621.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -346627.625000 Penalty: 2619.778076
	Iteration 56Q: 3 clusters Score -346627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -346633.000000 Penalty: 2619.778076
	Iteration 57Q: 3 clusters Score -346633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -346637.781250 Penalty: 2619.778076
	Iteration 58Q: 3 clusters Score -346637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -346647.375000 Penalty: 2619.778076
	Iteration 59Q: 3 clusters Score -346647.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -346653.250000 Penalty: 2619.778076
	Iteration 60F: 3 clusters Score -346653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -346660.218750 Penalty: 2619.778076
	Iteration 61Q: 3 clusters Score -346660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -346665.343750 Penalty: 2619.778076
	Iteration 62Q: 3 clusters Score -346665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -346670.000000 Penalty: 2619.778076
	Iteration 63Q: 3 clusters Score -346670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -346673.156250 Penalty: 2619.778076
	Iteration 64Q: 3 clusters Score -346673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -346675.718750 Penalty: 2619.778076
	Iteration 65Q: 3 clusters Score -346675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -346678.500000 Penalty: 2619.778076
	Iteration 66Q: 3 clusters Score -346678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -346679.437500 Penalty: 2619.778076
	Iteration 67Q: 3 clusters Score -346679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -346683.375000 Penalty: 2619.778076
	Iteration 68Q: 3 clusters Score -346683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -346685.906250 Penalty: 2619.778076
	Iteration 69Q: 3 clusters Score -346685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -346692.187500 Penalty: 2619.778076
	Iteration 70Q: 3 clusters Score -346692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -346695.968750 Penalty: 2619.778076
	Iteration 71Q: 3 clusters Score -346696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -346701.562500 Penalty: 2619.778076
	Iteration 72Q: 3 clusters Score -346701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -346707.343750 Penalty: 2619.778076
	Iteration 73Q: 3 clusters Score -346707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -346710.281250 Penalty: 2619.778076
	Iteration 74Q: 3 clusters Score -346710.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -346716.468750 Penalty: 2619.778076
	Iteration 75Q: 3 clusters Score -346716.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -346724.906250 Penalty: 2619.778076
	Iteration 76Q: 3 clusters Score -346724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -346731.375000 Penalty: 2619.778076
	Iteration 77Q: 3 clusters Score -346731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -346738.625000 Penalty: 2619.778076
	Iteration 78Q: 3 clusters Score -346738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -346747.937500 Penalty: 2619.778076
	Iteration 79Q: 3 clusters Score -346747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -346753.656250 Penalty: 2619.778076
	Iteration 80F: 3 clusters Score -346753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -346758.281250 Penalty: 2619.778076
	Iteration 81Q: 3 clusters Score -346758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -346764.968750 Penalty: 2619.778076
	Iteration 82Q: 3 clusters Score -346765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -346768.125000 Penalty: 2619.778076
	Iteration 83Q: 3 clusters Score -346768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -346773.187500 Penalty: 2619.778076
	Iteration 84Q: 3 clusters Score -346773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -346779.406250 Penalty: 2619.778076
	Iteration 85Q: 3 clusters Score -346779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -346783.468750 Penalty: 2619.778076
	Iteration 86Q: 3 clusters Score -346783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -346787.843750 Penalty: 2619.778076
	Iteration 87Q: 3 clusters Score -346787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -346794.406250 Penalty: 2619.778076
	Iteration 88Q: 3 clusters Score -346794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -346800.656250 Penalty: 2619.778076
	Iteration 89Q: 3 clusters Score -346800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -346803.312500 Penalty: 2619.778076
	Iteration 90Q: 3 clusters Score -346803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -346807.031250 Penalty: 2619.778076
	Iteration 91Q: 3 clusters Score -346807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -346812.343750 Penalty: 2619.778076
	Iteration 92Q: 3 clusters Score -346812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -346819.718750 Penalty: 2619.778076
	Iteration 93Q: 3 clusters Score -346819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -346827.000000 Penalty: 2619.778076
	Iteration 94Q: 3 clusters Score -346827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -346830.625000 Penalty: 2619.778076
	Iteration 95Q: 3 clusters Score -346830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -346832.875000 Penalty: 2619.778076
	Iteration 96Q: 3 clusters Score -346832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -346834.875000 Penalty: 2619.778076
	Iteration 97Q: 3 clusters Score -346834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -346834.875000 Penalty: 2619.778076
	Iteration 98F: 3 clusters Score -346834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -3747302.000000 Penalty: 1700.402710
	Iteration 0F: 2 clusters Score -3747302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3723795.750000 Penalty: 3400.805420
	Iteration 0F: 3 clusters Score -3723796 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3732819.000000 Penalty: 3400.805420
	Iteration 1F: 3 clusters Score -3732819 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3733324.500000 Penalty: 3400.805420
	Iteration 2Q: 3 clusters Score -3733324 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3733911.500000 Penalty: 3400.805420
	Iteration 3Q: 3 clusters Score -3733912 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3734706.000000 Penalty: 3400.805420
	Iteration 4Q: 3 clusters Score -3734706 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3735809.500000 Penalty: 3400.805420
	Iteration 5F: 3 clusters Score -3735810 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3737362.250000 Penalty: 3400.805420
	Iteration 6F: 3 clusters Score -3737362 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3739292.500000 Penalty: 3400.805420
	Iteration 7F: 3 clusters Score -3739292 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3741324.750000 Penalty: 3400.805420
	Iteration 8F: 3 clusters Score -3741325 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -3742941.750000 Penalty: 3400.805420
	Iteration 9F: 3 clusters Score -3742942 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3744104.500000 Penalty: 3400.805420
	Iteration 10Q: 3 clusters Score -3744104 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -3744818.750000 Penalty: 3400.805420
	Iteration 11Q: 3 clusters Score -3744819 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3745241.500000 Penalty: 3400.805420
	Iteration 12Q: 3 clusters Score -3745242 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -3745494.500000 Penalty: 3400.805420
	Iteration 13Q: 3 clusters Score -3745494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3745641.500000 Penalty: 3400.805420
	Iteration 14Q: 3 clusters Score -3745642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3745707.250000 Penalty: 3400.805420
	Iteration 15Q: 3 clusters Score -3745707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -3745747.500000 Penalty: 3400.805420
	Iteration 16Q: 3 clusters Score -3745748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -3745780.250000 Penalty: 3400.805420
	Iteration 17Q: 3 clusters Score -3745780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3745812.250000 Penalty: 3400.805420
	Iteration 18Q: 3 clusters Score -3745812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3745823.000000 Penalty: 3400.805420
	Iteration 19Q: 3 clusters Score -3745823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3745834.500000 Penalty: 3400.805420
	Iteration 20F: 3 clusters Score -3745834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3745840.750000 Penalty: 3400.805420
	Iteration 21Q: 3 clusters Score -3745841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3745845.500000 Penalty: 3400.805420
	Iteration 22Q: 3 clusters Score -3745846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3745845.500000 Penalty: 3400.805420
	Iteration 23Q: 3 clusters Score -3745846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -3745851.000000 Penalty: 3400.805420
	Iteration 24Q: 3 clusters Score -3745851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3745856.500000 Penalty: 3400.805420
	Iteration 25Q: 3 clusters Score -3745856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3745856.500000 Penalty: 3400.805420
	Iteration 26F: 3 clusters Score -3745856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -19922.996094 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -19923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19187.019531 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -19187.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19269.734375 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -19269.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19291.833984 Penalty: 1761.673950
	Iteration 2Q: 3 clusters Score -19291.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19311.214844 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -19311.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19329.310547 Penalty: 1761.673950
	Iteration 4Q: 3 clusters Score -19329.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19356.000000 Penalty: 1761.673950
	Iteration 5Q: 3 clusters Score -19356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19367.494141 Penalty: 1761.673950
	Iteration 6Q: 3 clusters Score -19367.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19371.023438 Penalty: 1761.673950
	Iteration 7Q: 3 clusters Score -19371.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19371.023438 Penalty: 1761.673950
	Iteration 8F: 3 clusters Score -19371.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Entering Unmasked Estep 
Score: -1747582.500000 Penalty: 1576.164307
	Iteration 0F: 2 clusters Score -1747582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1736336.000000 Penalty: 3152.328613
	Iteration 0F: 3 clusters Score -1736336 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1740243.875000 Penalty: 3152.328613
	Iteration 1F: 3 clusters Score -1740244 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1740575.750000 Penalty: 3152.328613
	Iteration 2F: 3 clusters Score -1740576 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1740935.875000 Penalty: 3152.328613
	Iteration 3F: 3 clusters Score -1740936 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1741395.875000 Penalty: 3152.328613
	Iteration 4F: 3 clusters Score -1741396 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1741951.500000 Penalty: 3152.328613
	Iteration 5F: 3 clusters Score -1741952 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1742656.750000 Penalty: 3152.328613
	Iteration 6F: 3 clusters Score -1742657 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1743483.375000 Penalty: 3152.328613
	Iteration 7F: 3 clusters Score -1743483 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1744321.375000 Penalty: 3152.328613
	Iteration 8F: 3 clusters Score -1744321 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1744952.875000 Penalty: 3152.328613
	Iteration 9Q: 3 clusters Score -1744953 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1745347.125000 Penalty: 3152.328613
	Iteration 10Q: 3 clusters Score -1745347 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1745550.000000 Penalty: 3152.328613
	Iteration 11Q: 3 clusters Score -1745550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1745666.750000 Penalty: 3152.328613
	Iteration 12Q: 3 clusters Score -1745667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1745744.750000 Penalty: 3152.328613
	Iteration 13Q: 3 clusters Score -1745745 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1745816.500000 Penalty: 3152.328613
	Iteration 14Q: 3 clusters Score -1745816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1745869.125000 Penalty: 3152.328613
	Iteration 15Q: 3 clusters Score -1745869 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1745915.000000 Penalty: 3152.328613
	Iteration 16Q: 3 clusters Score -1745915 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1745952.125000 Penalty: 3152.328613
	Iteration 17Q: 3 clusters Score -1745952 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1745987.000000 Penalty: 3152.328613
	Iteration 18Q: 3 clusters Score -1745987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1746019.625000 Penalty: 3152.328613
	Iteration 19Q: 3 clusters Score -1746020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1746039.750000 Penalty: 3152.328613
	Iteration 20F: 3 clusters Score -1746040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1746052.625000 Penalty: 3152.328613
	Iteration 21Q: 3 clusters Score -1746053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1746069.375000 Penalty: 3152.328613
	Iteration 22Q: 3 clusters Score -1746069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1746078.750000 Penalty: 3152.328613
	Iteration 23Q: 3 clusters Score -1746079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1746092.750000 Penalty: 3152.328613
	Iteration 24Q: 3 clusters Score -1746093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1746114.375000 Penalty: 3152.328613
	Iteration 25Q: 3 clusters Score -1746114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1746125.250000 Penalty: 3152.328613
	Iteration 26Q: 3 clusters Score -1746125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1746138.125000 Penalty: 3152.328613
	Iteration 27Q: 3 clusters Score -1746138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1746145.875000 Penalty: 3152.328613
	Iteration 28Q: 3 clusters Score -1746146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1746145.375000 Penalty: 3152.328613
	Iteration 29Q: 3 clusters Score -1746145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1746156.625000 Penalty: 3152.328613
	Iteration 30Q: 3 clusters Score -1746157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1746163.750000 Penalty: 3152.328613
	Iteration 31Q: 3 clusters Score -1746164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1746174.125000 Penalty: 3152.328613
	Iteration 32Q: 3 clusters Score -1746174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1746184.250000 Penalty: 3152.328613
	Iteration 33Q: 3 clusters Score -1746184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1746194.750000 Penalty: 3152.328613
	Iteration 34Q: 3 clusters Score -1746195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1746199.875000 Penalty: 3152.328613
	Iteration 35Q: 3 clusters Score -1746200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1746204.000000 Penalty: 3152.328613
	Iteration 36Q: 3 clusters Score -1746204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1746218.625000 Penalty: 3152.328613
	Iteration 37Q: 3 clusters Score -1746219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1746225.750000 Penalty: 3152.328613
	Iteration 38Q: 3 clusters Score -1746226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1746235.125000 Penalty: 3152.328613
	Iteration 39Q: 3 clusters Score -1746235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1746244.500000 Penalty: 3152.328613
	Iteration 40F: 3 clusters Score -1746244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1746252.125000 Penalty: 3152.328613
	Iteration 41Q: 3 clusters Score -1746252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1746261.250000 Penalty: 3152.328613
	Iteration 42Q: 3 clusters Score -1746261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1746259.875000 Penalty: 3152.328613
	Iteration 43Q: 3 clusters Score -1746260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1746268.875000 Penalty: 3152.328613
	Iteration 44Q: 3 clusters Score -1746269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1746273.750000 Penalty: 3152.328613
	Iteration 45Q: 3 clusters Score -1746274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1746269.625000 Penalty: 3152.328613
	Iteration 46Q: 3 clusters Score -1746270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1746273.875000 Penalty: 3152.328613
	Iteration 47Q: 3 clusters Score -1746274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1746279.625000 Penalty: 3152.328613
	Iteration 48Q: 3 clusters Score -1746280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1746282.875000 Penalty: 3152.328613
	Iteration 49Q: 3 clusters Score -1746283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1746283.500000 Penalty: 3152.328613
	Iteration 50Q: 3 clusters Score -1746284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1746285.750000 Penalty: 3152.328613
	Iteration 51Q: 3 clusters Score -1746286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1746292.000000 Penalty: 3152.328613
	Iteration 52Q: 3 clusters Score -1746292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1746293.750000 Penalty: 3152.328613
	Iteration 53Q: 3 clusters Score -1746294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1746293.500000 Penalty: 3152.328613
	Iteration 54Q: 3 clusters Score -1746294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1746296.750000 Penalty: 3152.328613
	Iteration 55Q: 3 clusters Score -1746297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1746299.625000 Penalty: 3152.328613
	Iteration 56Q: 3 clusters Score -1746300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1746300.375000 Penalty: 3152.328613
	Iteration 57Q: 3 clusters Score -1746300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1746303.500000 Penalty: 3152.328613
	Iteration 58Q: 3 clusters Score -1746304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1746310.125000 Penalty: 3152.328613
	Iteration 59Q: 3 clusters Score -1746310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1746314.375000 Penalty: 3152.328613
	Iteration 60F: 3 clusters Score -1746314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1746319.750000 Penalty: 3152.328613
	Iteration 61Q: 3 clusters Score -1746320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1746319.750000 Penalty: 3152.328613
	Iteration 62Q: 3 clusters Score -1746320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1746321.000000 Penalty: 3152.328613
	Iteration 63Q: 3 clusters Score -1746321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1746320.750000 Penalty: 3152.328613
	Iteration 64Q: 3 clusters Score -1746321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1746321.625000 Penalty: 3152.328613
	Iteration 65Q: 3 clusters Score -1746322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1746321.375000 Penalty: 3152.328613
	Iteration 66Q: 3 clusters Score -1746321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1746324.750000 Penalty: 3152.328613
	Iteration 67Q: 3 clusters Score -1746325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1746322.875000 Penalty: 3152.328613
	Iteration 68Q: 3 clusters Score -1746323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1746328.375000 Penalty: 3152.328613
	Iteration 69Q: 3 clusters Score -1746328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1746334.125000 Penalty: 3152.328613
	Iteration 70Q: 3 clusters Score -1746334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1746334.750000 Penalty: 3152.328613
	Iteration 71Q: 3 clusters Score -1746335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1746337.375000 Penalty: 3152.328613
	Iteration 72Q: 3 clusters Score -1746337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1746340.125000 Penalty: 3152.328613
	Iteration 73Q: 3 clusters Score -1746340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1746341.375000 Penalty: 3152.328613
	Iteration 74Q: 3 clusters Score -1746341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1746341.250000 Penalty: 3152.328613
	Iteration 75Q: 3 clusters Score -1746341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1746342.375000 Penalty: 3152.328613
	Iteration 76Q: 3 clusters Score -1746342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1746341.125000 Penalty: 3152.328613
	Iteration 77Q: 3 clusters Score -1746341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1746341.750000 Penalty: 3152.328613
	Iteration 78Q: 3 clusters Score -1746342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1746344.750000 Penalty: 3152.328613
	Iteration 79Q: 3 clusters Score -1746345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1746344.250000 Penalty: 3152.328613
	Iteration 80F: 3 clusters Score -1746344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1746345.625000 Penalty: 3152.328613
	Iteration 81Q: 3 clusters Score -1746346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1746345.500000 Penalty: 3152.328613
	Iteration 82Q: 3 clusters Score -1746346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1746350.000000 Penalty: 3152.328613
	Iteration 83Q: 3 clusters Score -1746350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1746350.375000 Penalty: 3152.328613
	Iteration 84Q: 3 clusters Score -1746350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1746350.375000 Penalty: 3152.328613
	Iteration 85F: 3 clusters Score -1746350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Entering Unmasked Estep 
Score: -5002655.000000 Penalty: 1747.677856
	Iteration 0F: 2 clusters Score -5002655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4971120.500000 Penalty: 3495.355713
	Iteration 0F: 3 clusters Score -4971120 nChanged 22027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4983777.000000 Penalty: 3495.355713
	Iteration 1F: 3 clusters Score -4983777 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4984295.000000 Penalty: 3495.355713
	Iteration 2Q: 3 clusters Score -4984295 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4985032.500000 Penalty: 3495.355713
	Iteration 3Q: 3 clusters Score -4985032 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4985902.500000 Penalty: 3495.355713
	Iteration 4Q: 3 clusters Score -4985902 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4987294.000000 Penalty: 3495.355713
	Iteration 5F: 3 clusters Score -4987294 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -4989188.000000 Penalty: 3495.355713
	Iteration 6F: 3 clusters Score -4989188 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4991667.000000 Penalty: 3495.355713
	Iteration 7F: 3 clusters Score -4991667 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4994279.500000 Penalty: 3495.355713
	Iteration 8F: 3 clusters Score -4994280 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4996522.500000 Penalty: 3495.355713
	Iteration 9F: 3 clusters Score -4996522 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4998072.500000 Penalty: 3495.355713
	Iteration 10Q: 3 clusters Score -4998072 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4999084.000000 Penalty: 3495.355713
	Iteration 11Q: 3 clusters Score -4999084 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4999749.500000 Penalty: 3495.355713
	Iteration 12Q: 3 clusters Score -4999750 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5000188.500000 Penalty: 3495.355713
	Iteration 13Q: 3 clusters Score -5000188 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5000506.000000 Penalty: 3495.355713
	Iteration 14Q: 3 clusters Score -5000506 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5000729.500000 Penalty: 3495.355713
	Iteration 15Q: 3 clusters Score -5000730 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5000862.500000 Penalty: 3495.355713
	Iteration 16Q: 3 clusters Score -5000862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5000949.500000 Penalty: 3495.355713
	Iteration 17Q: 3 clusters Score -5000950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5001008.000000 Penalty: 3495.355713
	Iteration 18Q: 3 clusters Score -5001008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5001047.000000 Penalty: 3495.355713
	Iteration 19Q: 3 clusters Score -5001047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5001095.500000 Penalty: 3495.355713
	Iteration 20F: 3 clusters Score -5001096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5001137.000000 Penalty: 3495.355713
	Iteration 21Q: 3 clusters Score -5001137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5001164.500000 Penalty: 3495.355713
	Iteration 22Q: 3 clusters Score -5001164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5001183.000000 Penalty: 3495.355713
	Iteration 23Q: 3 clusters Score -5001183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5001202.500000 Penalty: 3495.355713
	Iteration 24Q: 3 clusters Score -5001202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5001218.000000 Penalty: 3495.355713
	Iteration 25Q: 3 clusters Score -5001218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5001224.000000 Penalty: 3495.355713
	Iteration 26Q: 3 clusters Score -5001224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5001233.000000 Penalty: 3495.355713
	Iteration 27Q: 3 clusters Score -5001233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5001245.500000 Penalty: 3495.355713
	Iteration 28Q: 3 clusters Score -5001246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5001249.500000 Penalty: 3495.355713
	Iteration 29Q: 3 clusters Score -5001250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5001254.500000 Penalty: 3495.355713
	Iteration 30Q: 3 clusters Score -5001254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5001251.000000 Penalty: 3495.355713
	Iteration 31Q: 3 clusters Score -5001251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5001254.000000 Penalty: 3495.355713
	Iteration 32Q: 3 clusters Score -5001254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5001257.500000 Penalty: 3495.355713
	Iteration 33Q: 3 clusters Score -5001258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5001257.500000 Penalty: 3495.355713
	Iteration 34F: 3 clusters Score -5001258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Entering Unmasked Estep 
Score: -6793341.000000 Penalty: 1797.169312
	Iteration 0F: 2 clusters Score -6793341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -6750982.500000 Penalty: 3594.338623
	Iteration 0F: 3 clusters Score -6750982 nChanged 29838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -6767839.000000 Penalty: 3594.338623
	Iteration 1F: 3 clusters Score -6767839 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6768425.000000 Penalty: 3594.338623
	Iteration 2Q: 3 clusters Score -6768425 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6769112.000000 Penalty: 3594.338623
	Iteration 3Q: 3 clusters Score -6769112 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6769940.000000 Penalty: 3594.338623
	Iteration 4Q: 3 clusters Score -6769940 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -6771149.000000 Penalty: 3594.338623
	Iteration 5Q: 3 clusters Score -6771149 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -6773020.000000 Penalty: 3594.338623
	Iteration 6Q: 3 clusters Score -6773020 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6775737.500000 Penalty: 3594.338623
	Iteration 7F: 3 clusters Score -6775738 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -6778886.500000 Penalty: 3594.338623
	Iteration 8F: 3 clusters Score -6778886 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6781833.500000 Penalty: 3594.338623
	Iteration 9F: 3 clusters Score -6781834 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6784032.000000 Penalty: 3594.338623
	Iteration 10Q: 3 clusters Score -6784032 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -6785611.000000 Penalty: 3594.338623
	Iteration 11Q: 3 clusters Score -6785611 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -6786645.500000 Penalty: 3594.338623
	Iteration 12Q: 3 clusters Score -6786646 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -6787435.500000 Penalty: 3594.338623
	Iteration 13Q: 3 clusters Score -6787436 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -6788141.500000 Penalty: 3594.338623
	Iteration 14Q: 3 clusters Score -6788142 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -6788802.500000 Penalty: 3594.338623
	Iteration 15Q: 3 clusters Score -6788802 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -6789382.000000 Penalty: 3594.338623
	Iteration 16Q: 3 clusters Score -6789382 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -6789872.000000 Penalty: 3594.338623
	Iteration 17Q: 3 clusters Score -6789872 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -6790263.000000 Penalty: 3594.338623
	Iteration 18Q: 3 clusters Score -6790263 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -6790590.000000 Penalty: 3594.338623
	Iteration 19Q: 3 clusters Score -6790590 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -6790879.500000 Penalty: 3594.338623
	Iteration 20F: 3 clusters Score -6790880 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -6791080.000000 Penalty: 3594.338623
	Iteration 21Q: 3 clusters Score -6791080 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -6791204.000000 Penalty: 3594.338623
	Iteration 22Q: 3 clusters Score -6791204 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -6791338.000000 Penalty: 3594.338623
	Iteration 23Q: 3 clusters Score -6791338 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -6791414.500000 Penalty: 3594.338623
	Iteration 24Q: 3 clusters Score -6791414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -6791473.000000 Penalty: 3594.338623
	Iteration 25Q: 3 clusters Score -6791473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -6791528.500000 Penalty: 3594.338623
	Iteration 26Q: 3 clusters Score -6791528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -6791560.000000 Penalty: 3594.338623
	Iteration 27Q: 3 clusters Score -6791560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -6791611.000000 Penalty: 3594.338623
	Iteration 28Q: 3 clusters Score -6791611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -6791645.500000 Penalty: 3594.338623
	Iteration 29Q: 3 clusters Score -6791646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -6791660.000000 Penalty: 3594.338623
	Iteration 30Q: 3 clusters Score -6791660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -6791686.500000 Penalty: 3594.338623
	Iteration 31Q: 3 clusters Score -6791686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -6791707.000000 Penalty: 3594.338623
	Iteration 32Q: 3 clusters Score -6791707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -6791731.500000 Penalty: 3594.338623
	Iteration 33Q: 3 clusters Score -6791732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -6791749.500000 Penalty: 3594.338623
	Iteration 34Q: 3 clusters Score -6791750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -6791775.000000 Penalty: 3594.338623
	Iteration 35Q: 3 clusters Score -6791775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -6791784.500000 Penalty: 3594.338623
	Iteration 36Q: 3 clusters Score -6791784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -6791800.000000 Penalty: 3594.338623
	Iteration 37Q: 3 clusters Score -6791800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -6791814.500000 Penalty: 3594.338623
	Iteration 38Q: 3 clusters Score -6791814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -6791837.500000 Penalty: 3594.338623
	Iteration 39Q: 3 clusters Score -6791838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -6791831.500000 Penalty: 3594.338623
	Iteration 40F: 3 clusters Score -6791832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -6791845.500000 Penalty: 3594.338623
	Iteration 41Q: 3 clusters Score -6791846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6791848.000000 Penalty: 3594.338623
	Iteration 42Q: 3 clusters Score -6791848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -6791848.500000 Penalty: 3594.338623
	Iteration 43Q: 3 clusters Score -6791848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -6791856.000000 Penalty: 3594.338623
	Iteration 44Q: 3 clusters Score -6791856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -6791849.000000 Penalty: 3594.338623
	Iteration 45Q: 3 clusters Score -6791849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -6791860.000000 Penalty: 3594.338623
	Iteration 46Q: 3 clusters Score -6791860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -6791865.000000 Penalty: 3594.338623
	Iteration 47Q: 3 clusters Score -6791865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -6791865.500000 Penalty: 3594.338623
	Iteration 48Q: 3 clusters Score -6791866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -6791869.000000 Penalty: 3594.338623
	Iteration 49Q: 3 clusters Score -6791869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -6791871.500000 Penalty: 3594.338623
	Iteration 50Q: 3 clusters Score -6791872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -6791867.500000 Penalty: 3594.338623
	Iteration 51Q: 3 clusters Score -6791868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -6791875.000000 Penalty: 3594.338623
	Iteration 52Q: 3 clusters Score -6791875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -6791869.500000 Penalty: 3594.338623
	Iteration 53Q: 3 clusters Score -6791870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -6791873.000000 Penalty: 3594.338623
	Iteration 54Q: 3 clusters Score -6791873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -6791876.500000 Penalty: 3594.338623
	Iteration 55Q: 3 clusters Score -6791876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -6791877.500000 Penalty: 3594.338623
	Iteration 56Q: 3 clusters Score -6791878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -6791877.500000 Penalty: 3594.338623
	Iteration 57F: 3 clusters Score -6791878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -226320.546875 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -226320.5 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 1208 members 
Entering Unmasked Estep 
Score: -223987.531250 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -223987.5 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -224661.187500 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -224661.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224970.984375 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -224971 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -225181.984375 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -225182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -225357.453125 Penalty: 2523.810059
	Iteration 4F: 3 clusters Score -225357.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -225504.765625 Penalty: 2523.810059
	Iteration 5F: 3 clusters Score -225504.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -225605.234375 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -225605.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -225678.828125 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -225678.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -225730.015625 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -225730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -225774.828125 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -225774.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -225802.015625 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -225802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -225820.968750 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -225821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -225831.734375 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -225831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -225836.750000 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -225836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -225838.687500 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -225838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -225839.718750 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -225839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -225839.718750 Penalty: 2523.810059
	Iteration 16F: 3 clusters Score -225839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Entering Unmasked Estep 
Score: -4872944.500000 Penalty: 1741.921265
	Iteration 0F: 2 clusters Score -4872944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4842793.500000 Penalty: 3483.842529
	Iteration 0F: 3 clusters Score -4842794 nChanged 21074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4854250.000000 Penalty: 3483.842529
	Iteration 1F: 3 clusters Score -4854250 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4854610.000000 Penalty: 3483.842529
	Iteration 2Q: 3 clusters Score -4854610 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4855000.500000 Penalty: 3483.842529
	Iteration 3Q: 3 clusters Score -4855000 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4855392.000000 Penalty: 3483.842529
	Iteration 4Q: 3 clusters Score -4855392 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4855831.500000 Penalty: 3483.842529
	Iteration 5Q: 3 clusters Score -4855832 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4856455.500000 Penalty: 3483.842529
	Iteration 6Q: 3 clusters Score -4856456 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4857280.000000 Penalty: 3483.842529
	Iteration 7Q: 3 clusters Score -4857280 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4858409.000000 Penalty: 3483.842529
	Iteration 8Q: 3 clusters Score -4858409 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4859943.000000 Penalty: 3483.842529
	Iteration 9F: 3 clusters Score -4859943 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4861883.000000 Penalty: 3483.842529
	Iteration 10F: 3 clusters Score -4861883 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4864012.500000 Penalty: 3483.842529
	Iteration 11F: 3 clusters Score -4864012 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4866054.000000 Penalty: 3483.842529
	Iteration 12F: 3 clusters Score -4866054 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4867633.000000 Penalty: 3483.842529
	Iteration 13Q: 3 clusters Score -4867633 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4868940.500000 Penalty: 3483.842529
	Iteration 14Q: 3 clusters Score -4868940 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4869870.000000 Penalty: 3483.842529
	Iteration 15Q: 3 clusters Score -4869870 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4870450.500000 Penalty: 3483.842529
	Iteration 16Q: 3 clusters Score -4870450 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4870804.500000 Penalty: 3483.842529
	Iteration 17Q: 3 clusters Score -4870804 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4871021.000000 Penalty: 3483.842529
	Iteration 18Q: 3 clusters Score -4871021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4871151.500000 Penalty: 3483.842529
	Iteration 19Q: 3 clusters Score -4871152 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4871251.500000 Penalty: 3483.842529
	Iteration 20F: 3 clusters Score -4871252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4871337.000000 Penalty: 3483.842529
	Iteration 21Q: 3 clusters Score -4871337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4871390.000000 Penalty: 3483.842529
	Iteration 22Q: 3 clusters Score -4871390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4871414.500000 Penalty: 3483.842529
	Iteration 23Q: 3 clusters Score -4871414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4871435.500000 Penalty: 3483.842529
	Iteration 24Q: 3 clusters Score -4871436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4871449.500000 Penalty: 3483.842529
	Iteration 25Q: 3 clusters Score -4871450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4871457.000000 Penalty: 3483.842529
	Iteration 26Q: 3 clusters Score -4871457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4871471.500000 Penalty: 3483.842529
	Iteration 27Q: 3 clusters Score -4871472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4871481.000000 Penalty: 3483.842529
	Iteration 28Q: 3 clusters Score -4871481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4871483.500000 Penalty: 3483.842529
	Iteration 29Q: 3 clusters Score -4871484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4871485.000000 Penalty: 3483.842529
	Iteration 30Q: 3 clusters Score -4871485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4871488.500000 Penalty: 3483.842529
	Iteration 31Q: 3 clusters Score -4871488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4871491.000000 Penalty: 3483.842529
	Iteration 32Q: 3 clusters Score -4871491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4871495.500000 Penalty: 3483.842529
	Iteration 33Q: 3 clusters Score -4871496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4871494.000000 Penalty: 3483.842529
	Iteration 34Q: 3 clusters Score -4871494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4871496.500000 Penalty: 3483.842529
	Iteration 35Q: 3 clusters Score -4871496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4871500.000000 Penalty: 3483.842529
	Iteration 36Q: 3 clusters Score -4871500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4871505.000000 Penalty: 3483.842529
	Iteration 37Q: 3 clusters Score -4871505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4871502.000000 Penalty: 3483.842529
	Iteration 38Q: 3 clusters Score -4871502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4871506.500000 Penalty: 3483.842529
	Iteration 39Q: 3 clusters Score -4871506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4871506.500000 Penalty: 3483.842529
	Iteration 40F: 3 clusters Score -4871506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -176354.031250 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -176354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174481.609375 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -174481.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174808.750000 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -174808.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174908.359375 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -174908.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -174963.015625 Penalty: 2411.493408
	Iteration 3Q: 3 clusters Score -174963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174999.062500 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -174999.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -175033.703125 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -175033.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175059.250000 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -175059.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175081.312500 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -175081.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175103.984375 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -175104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175122.140625 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -175122.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175139.843750 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -175139.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175155.015625 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -175155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175165.781250 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -175165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175169.562500 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -175169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175172.921875 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -175172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175174.453125 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -175174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175175.062500 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -175175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175175.265625 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -175175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175175.265625 Penalty: 2411.493408
	Iteration 18F: 3 clusters Score -175175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237562 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51187 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 46861 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207696.000000 Penalty: 43641.613281
Iteration 199Q: 21 clusters Score -7.02077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237561 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51186 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16311 members 
Mstep: Class 17 contains 46862 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 200F: 21 clusters Score -7.020766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237559 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51185 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 46862 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207640.000000 Penalty: 43641.613281
Iteration 201Q: 21 clusters Score -7.020764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48377 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237557 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51184 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16318 members 
Mstep: Class 17 contains 46861 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 202Q: 21 clusters Score -7.020766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237551 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35033 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 46862 members 
Mstep: Class 18 contains 63545 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 203Q: 21 clusters Score -7.020766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237542 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35033 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63547 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207608.000000 Penalty: 43641.613281
Iteration 204Q: 21 clusters Score -7.020761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237538 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35034 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16334 members 
Mstep: Class 17 contains 46864 members 
Mstep: Class 18 contains 63549 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207664.000000 Penalty: 43641.613281
Iteration 205Q: 21 clusters Score -7.020766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237533 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35034 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46864 members 
Mstep: Class 18 contains 63552 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207672.000000 Penalty: 43641.613281
Iteration 206Q: 21 clusters Score -7.020767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48375 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35034 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16335 members 
Mstep: Class 17 contains 46864 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207664.000000 Penalty: 43641.613281
Iteration 207Q: 21 clusters Score -7.020766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35034 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207656.000000 Penalty: 43641.613281
Iteration 208Q: 21 clusters Score -7.020766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35035 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207664.000000 Penalty: 43641.613281
Iteration 209Q: 21 clusters Score -7.020766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51181 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35036 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207664.000000 Penalty: 43641.613281
Iteration 210Q: 21 clusters Score -7.020766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51181 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35036 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207664.000000 Penalty: 43641.613281
Iteration 211F: 21 clusters Score -7.020766e+07 nChanged 0
Entering ConstructFrom: 
Score: -70207664.000000 Penalty: 43641.613281
Entering ConstructFrom: 
Trying to split cluster 1 (32515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Entering Unmasked Estep 
Score: -3476801.000000 Penalty: 1688.286743
	Iteration 0F: 2 clusters Score -3476801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3454942.000000 Penalty: 3376.573486
	Iteration 0F: 3 clusters Score -3454942 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3463431.000000 Penalty: 3376.573486
	Iteration 1F: 3 clusters Score -3463431 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3463989.750000 Penalty: 3376.573486
	Iteration 2Q: 3 clusters Score -3463990 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3464734.500000 Penalty: 3376.573486
	Iteration 3Q: 3 clusters Score -3464734 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3465815.750000 Penalty: 3376.573486
	Iteration 4F: 3 clusters Score -3465816 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3467493.000000 Penalty: 3376.573486
	Iteration 5F: 3 clusters Score -3467493 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3469495.000000 Penalty: 3376.573486
	Iteration 6F: 3 clusters Score -3469495 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3471405.000000 Penalty: 3376.573486
	Iteration 7F: 3 clusters Score -3471405 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3472754.250000 Penalty: 3376.573486
	Iteration 8Q: 3 clusters Score -3472754 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3473400.000000 Penalty: 3376.573486
	Iteration 9Q: 3 clusters Score -3473400 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3473684.750000 Penalty: 3376.573486
	Iteration 10Q: 3 clusters Score -3473685 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3473880.250000 Penalty: 3376.573486
	Iteration 11Q: 3 clusters Score -3473880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3474061.500000 Penalty: 3376.573486
	Iteration 12Q: 3 clusters Score -3474062 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3474207.500000 Penalty: 3376.573486
	Iteration 13Q: 3 clusters Score -3474208 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3474354.750000 Penalty: 3376.573486
	Iteration 14Q: 3 clusters Score -3474355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3474481.250000 Penalty: 3376.573486
	Iteration 15Q: 3 clusters Score -3474481 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3474585.250000 Penalty: 3376.573486
	Iteration 16Q: 3 clusters Score -3474585 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3474679.750000 Penalty: 3376.573486
	Iteration 17Q: 3 clusters Score -3474680 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3474768.500000 Penalty: 3376.573486
	Iteration 18Q: 3 clusters Score -3474768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3474827.250000 Penalty: 3376.573486
	Iteration 19Q: 3 clusters Score -3474827 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3474888.750000 Penalty: 3376.573486
	Iteration 20F: 3 clusters Score -3474889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3474942.750000 Penalty: 3376.573486
	Iteration 21Q: 3 clusters Score -3474943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3474966.000000 Penalty: 3376.573486
	Iteration 22Q: 3 clusters Score -3474966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3475018.500000 Penalty: 3376.573486
	Iteration 23Q: 3 clusters Score -3475018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3475033.250000 Penalty: 3376.573486
	Iteration 24Q: 3 clusters Score -3475033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3475061.750000 Penalty: 3376.573486
	Iteration 25Q: 3 clusters Score -3475062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3475095.000000 Penalty: 3376.573486
	Iteration 26Q: 3 clusters Score -3475095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3475129.250000 Penalty: 3376.573486
	Iteration 27Q: 3 clusters Score -3475129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3475159.250000 Penalty: 3376.573486
	Iteration 28Q: 3 clusters Score -3475159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3475179.500000 Penalty: 3376.573486
	Iteration 29Q: 3 clusters Score -3475180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3475200.250000 Penalty: 3376.573486
	Iteration 30Q: 3 clusters Score -3475200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3475224.750000 Penalty: 3376.573486
	Iteration 31Q: 3 clusters Score -3475225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3475244.750000 Penalty: 3376.573486
	Iteration 32Q: 3 clusters Score -3475245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3475269.500000 Penalty: 3376.573486
	Iteration 33Q: 3 clusters Score -3475270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3475293.750000 Penalty: 3376.573486
	Iteration 34Q: 3 clusters Score -3475294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3475305.000000 Penalty: 3376.573486
	Iteration 35Q: 3 clusters Score -3475305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3475319.000000 Penalty: 3376.573486
	Iteration 36Q: 3 clusters Score -3475319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3475339.250000 Penalty: 3376.573486
	Iteration 37Q: 3 clusters Score -3475339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3475355.500000 Penalty: 3376.573486
	Iteration 38Q: 3 clusters Score -3475356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3475368.500000 Penalty: 3376.573486
	Iteration 39Q: 3 clusters Score -3475368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3475376.750000 Penalty: 3376.573486
	Iteration 40F: 3 clusters Score -3475377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3475386.000000 Penalty: 3376.573486
	Iteration 41Q: 3 clusters Score -3475386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3475398.250000 Penalty: 3376.573486
	Iteration 42Q: 3 clusters Score -3475398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3475410.000000 Penalty: 3376.573486
	Iteration 43Q: 3 clusters Score -3475410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3475416.500000 Penalty: 3376.573486
	Iteration 44Q: 3 clusters Score -3475416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3475432.500000 Penalty: 3376.573486
	Iteration 45Q: 3 clusters Score -3475432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3475430.250000 Penalty: 3376.573486
	Iteration 46Q: 3 clusters Score -3475430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3475434.750000 Penalty: 3376.573486
	Iteration 47Q: 3 clusters Score -3475435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3475444.750000 Penalty: 3376.573486
	Iteration 48Q: 3 clusters Score -3475445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3475453.500000 Penalty: 3376.573486
	Iteration 49Q: 3 clusters Score -3475454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3475457.750000 Penalty: 3376.573486
	Iteration 50Q: 3 clusters Score -3475458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3475458.750000 Penalty: 3376.573486
	Iteration 51Q: 3 clusters Score -3475459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3475464.500000 Penalty: 3376.573486
	Iteration 52Q: 3 clusters Score -3475464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3475467.750000 Penalty: 3376.573486
	Iteration 53Q: 3 clusters Score -3475468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3475472.500000 Penalty: 3376.573486
	Iteration 54Q: 3 clusters Score -3475472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3475475.250000 Penalty: 3376.573486
	Iteration 55Q: 3 clusters Score -3475475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3475478.500000 Penalty: 3376.573486
	Iteration 56Q: 3 clusters Score -3475478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3475478.250000 Penalty: 3376.573486
	Iteration 57Q: 3 clusters Score -3475478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3475481.750000 Penalty: 3376.573486
	Iteration 58Q: 3 clusters Score -3475482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3475479.500000 Penalty: 3376.573486
	Iteration 59Q: 3 clusters Score -3475480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3475487.750000 Penalty: 3376.573486
	Iteration 60F: 3 clusters Score -3475488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3475490.750000 Penalty: 3376.573486
	Iteration 61Q: 3 clusters Score -3475491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3475491.750000 Penalty: 3376.573486
	Iteration 62Q: 3 clusters Score -3475492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3475494.250000 Penalty: 3376.573486
	Iteration 63Q: 3 clusters Score -3475494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3475493.500000 Penalty: 3376.573486
	Iteration 64Q: 3 clusters Score -3475494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3475495.250000 Penalty: 3376.573486
	Iteration 65Q: 3 clusters Score -3475495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3475495.250000 Penalty: 3376.573486
	Iteration 66F: 3 clusters Score -3475495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -92626.109375 Penalty: 1109.137207
	Iteration 0F: 2 clusters Score -92626.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91266.929688 Penalty: 2218.274414
	Iteration 0F: 3 clusters Score -91266.93 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91503.054688 Penalty: 2218.274414
	Iteration 1F: 3 clusters Score -91503.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91621.304688 Penalty: 2218.274414
	Iteration 2F: 3 clusters Score -91621.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91752.757812 Penalty: 2218.274414
	Iteration 3F: 3 clusters Score -91752.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91947.031250 Penalty: 2218.274414
	Iteration 4F: 3 clusters Score -91947.03 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92197.976562 Penalty: 2218.274414
	Iteration 5F: 3 clusters Score -92197.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92429.179688 Penalty: 2218.274414
	Iteration 6F: 3 clusters Score -92429.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92560.898438 Penalty: 2218.274414
	Iteration 7F: 3 clusters Score -92560.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92627.437500 Penalty: 2218.274414
	Iteration 8Q: 3 clusters Score -92627.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92668.070312 Penalty: 2218.274414
	Iteration 9Q: 3 clusters Score -92668.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92721.156250 Penalty: 2218.274414
	Iteration 10Q: 3 clusters Score -92721.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92752.078125 Penalty: 2218.274414
	Iteration 11Q: 3 clusters Score -92752.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92790.304688 Penalty: 2218.274414
	Iteration 12Q: 3 clusters Score -92790.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92829.414062 Penalty: 2218.274414
	Iteration 13Q: 3 clusters Score -92829.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92852.914062 Penalty: 2218.274414
	Iteration 14Q: 3 clusters Score -92852.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92858.898438 Penalty: 2218.274414
	Iteration 15Q: 3 clusters Score -92858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92858.898438 Penalty: 2218.274414
	Iteration 16F: 3 clusters Score -92858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 237534 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 51181 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 35036 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 63553 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 45230 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
Score: -70206768.000000 Penalty: 45823.691406
Splitting cluster 2 changes total score from -70207664.000000 to -70206768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -404202.843750 Penalty: 1352.310059
	Iteration 0F: 2 clusters Score -404202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -400729.437500 Penalty: 2704.620117
	Iteration 0F: 3 clusters Score -400729.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -401612.312500 Penalty: 2704.620117
	Iteration 1F: 3 clusters Score -401612.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -401811.531250 Penalty: 2704.620117
	Iteration 2F: 3 clusters Score -401811.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -401953.812500 Penalty: 2704.620117
	Iteration 3F: 3 clusters Score -401953.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402074.781250 Penalty: 2704.620117
	Iteration 4Q: 3 clusters Score -402074.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -402198.968750 Penalty: 2704.620117
	Iteration 5Q: 3 clusters Score -402199 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -402382.593750 Penalty: 2704.620117
	Iteration 6F: 3 clusters Score -402382.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -402685.937500 Penalty: 2704.620117
	Iteration 7F: 3 clusters Score -402685.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -403063.687500 Penalty: 2704.620117
	Iteration 8F: 3 clusters Score -403063.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -403387.000000 Penalty: 2704.620117
	Iteration 9F: 3 clusters Score -403387 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -403583.062500 Penalty: 2704.620117
	Iteration 10F: 3 clusters Score -403583.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -403667.125000 Penalty: 2704.620117
	Iteration 11Q: 3 clusters Score -403667.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -403699.968750 Penalty: 2704.620117
	Iteration 12Q: 3 clusters Score -403700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -403714.843750 Penalty: 2704.620117
	Iteration 13Q: 3 clusters Score -403714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -403727.812500 Penalty: 2704.620117
	Iteration 14Q: 3 clusters Score -403727.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -403741.000000 Penalty: 2704.620117
	Iteration 15Q: 3 clusters Score -403741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -403749.781250 Penalty: 2704.620117
	Iteration 16Q: 3 clusters Score -403749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -403757.687500 Penalty: 2704.620117
	Iteration 17Q: 3 clusters Score -403757.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -403765.281250 Penalty: 2704.620117
	Iteration 18Q: 3 clusters Score -403765.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -403771.375000 Penalty: 2704.620117
	Iteration 19Q: 3 clusters Score -403771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -403772.812500 Penalty: 2704.620117
	Iteration 20F: 3 clusters Score -403772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -403775.437500 Penalty: 2704.620117
	Iteration 21Q: 3 clusters Score -403775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -403777.437500 Penalty: 2704.620117
	Iteration 22Q: 3 clusters Score -403777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -403780.281250 Penalty: 2704.620117
	Iteration 23Q: 3 clusters Score -403780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -403782.625000 Penalty: 2704.620117
	Iteration 24Q: 3 clusters Score -403782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -403784.281250 Penalty: 2704.620117
	Iteration 25Q: 3 clusters Score -403784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -403784.281250 Penalty: 2704.620117
	Iteration 26Q: 3 clusters Score -403784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -403786.187500 Penalty: 2704.620117
	Iteration 27Q: 3 clusters Score -403786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -403785.781250 Penalty: 2704.620117
	Iteration 28Q: 3 clusters Score -403785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -403785.781250 Penalty: 2704.620117
	Iteration 29F: 3 clusters Score -403785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -36664.257812 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -36664.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35800.804688 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -35800.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36101.562500 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -36101.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36160.281250 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -36160.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36186.792969 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -36186.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36208.585938 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -36208.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36230.351562 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -36230.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36283.324219 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -36283.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36375.617188 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -36375.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36404.933594 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -36404.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36410.371094 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -36410.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36420.484375 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -36420.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36432.632812 Penalty: 1984.782349
	Iteration 11Q: 3 clusters Score -36432.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36453.261719 Penalty: 1984.782349
	Iteration 12Q: 3 clusters Score -36453.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36483.046875 Penalty: 1984.782349
	Iteration 13Q: 3 clusters Score -36483.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36493.585938 Penalty: 1984.782349
	Iteration 14Q: 3 clusters Score -36493.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36498.324219 Penalty: 1984.782349
	Iteration 15Q: 3 clusters Score -36498.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36504.054688 Penalty: 1984.782349
	Iteration 16Q: 3 clusters Score -36504.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36509.757812 Penalty: 1984.782349
	Iteration 17Q: 3 clusters Score -36509.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36511.718750 Penalty: 1984.782349
	Iteration 18Q: 3 clusters Score -36511.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36512.679688 Penalty: 1984.782349
	Iteration 19Q: 3 clusters Score -36512.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36512.679688 Penalty: 1984.782349
	Iteration 20F: 3 clusters Score -36512.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -769772.250000 Penalty: 1447.530884
	Iteration 0F: 2 clusters Score -769772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -764289.125000 Penalty: 2895.061768
	Iteration 0F: 3 clusters Score -764289.1 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -766051.312500 Penalty: 2895.061768
	Iteration 1F: 3 clusters Score -766051.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -766269.250000 Penalty: 2895.061768
	Iteration 2F: 3 clusters Score -766269.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -766414.312500 Penalty: 2895.061768
	Iteration 3Q: 3 clusters Score -766414.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -766560.375000 Penalty: 2895.061768
	Iteration 4Q: 3 clusters Score -766560.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -766731.812500 Penalty: 2895.061768
	Iteration 5Q: 3 clusters Score -766731.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -766921.437500 Penalty: 2895.061768
	Iteration 6Q: 3 clusters Score -766921.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -767113.937500 Penalty: 2895.061768
	Iteration 7Q: 3 clusters Score -767113.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -767306.750000 Penalty: 2895.061768
	Iteration 8Q: 3 clusters Score -767306.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -767487.937500 Penalty: 2895.061768
	Iteration 9Q: 3 clusters Score -767487.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -767658.312500 Penalty: 2895.061768
	Iteration 10Q: 3 clusters Score -767658.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -767794.375000 Penalty: 2895.061768
	Iteration 11Q: 3 clusters Score -767794.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -767885.312500 Penalty: 2895.061768
	Iteration 12Q: 3 clusters Score -767885.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -767970.375000 Penalty: 2895.061768
	Iteration 13Q: 3 clusters Score -767970.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -768049.500000 Penalty: 2895.061768
	Iteration 14Q: 3 clusters Score -768049.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -768132.812500 Penalty: 2895.061768
	Iteration 15Q: 3 clusters Score -768132.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -768207.562500 Penalty: 2895.061768
	Iteration 16Q: 3 clusters Score -768207.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -768283.625000 Penalty: 2895.061768
	Iteration 17Q: 3 clusters Score -768283.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -768356.187500 Penalty: 2895.061768
	Iteration 18Q: 3 clusters Score -768356.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -768414.625000 Penalty: 2895.061768
	Iteration 19Q: 3 clusters Score -768414.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -768471.750000 Penalty: 2895.061768
	Iteration 20F: 3 clusters Score -768471.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -768509.375000 Penalty: 2895.061768
	Iteration 21Q: 3 clusters Score -768509.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -768547.125000 Penalty: 2895.061768
	Iteration 22Q: 3 clusters Score -768547.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -768580.312500 Penalty: 2895.061768
	Iteration 23Q: 3 clusters Score -768580.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -768596.687500 Penalty: 2895.061768
	Iteration 24Q: 3 clusters Score -768596.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -768613.500000 Penalty: 2895.061768
	Iteration 25Q: 3 clusters Score -768613.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -768623.250000 Penalty: 2895.061768
	Iteration 26Q: 3 clusters Score -768623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -768631.562500 Penalty: 2895.061768
	Iteration 27Q: 3 clusters Score -768631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -768639.500000 Penalty: 2895.061768
	Iteration 28Q: 3 clusters Score -768639.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -768643.125000 Penalty: 2895.061768
	Iteration 29Q: 3 clusters Score -768643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -768646.000000 Penalty: 2895.061768
	Iteration 30Q: 3 clusters Score -768646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -768649.812500 Penalty: 2895.061768
	Iteration 31Q: 3 clusters Score -768649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -768654.687500 Penalty: 2895.061768
	Iteration 32Q: 3 clusters Score -768654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -768658.812500 Penalty: 2895.061768
	Iteration 33Q: 3 clusters Score -768658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -768662.812500 Penalty: 2895.061768
	Iteration 34Q: 3 clusters Score -768662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -768667.312500 Penalty: 2895.061768
	Iteration 35Q: 3 clusters Score -768667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -768671.687500 Penalty: 2895.061768
	Iteration 36Q: 3 clusters Score -768671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -768673.062500 Penalty: 2895.061768
	Iteration 37Q: 3 clusters Score -768673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -768676.875000 Penalty: 2895.061768
	Iteration 38Q: 3 clusters Score -768676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -768680.937500 Penalty: 2895.061768
	Iteration 39Q: 3 clusters Score -768680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -768682.250000 Penalty: 2895.061768
	Iteration 40F: 3 clusters Score -768682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -768682.687500 Penalty: 2895.061768
	Iteration 41Q: 3 clusters Score -768682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -768682.937500 Penalty: 2895.061768
	Iteration 42Q: 3 clusters Score -768682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -768684.250000 Penalty: 2895.061768
	Iteration 43Q: 3 clusters Score -768684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -768687.437500 Penalty: 2895.061768
	Iteration 44Q: 3 clusters Score -768687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -768688.750000 Penalty: 2895.061768
	Iteration 45Q: 3 clusters Score -768688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -768691.062500 Penalty: 2895.061768
	Iteration 46Q: 3 clusters Score -768691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -768691.687500 Penalty: 2895.061768
	Iteration 47Q: 3 clusters Score -768691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -768694.375000 Penalty: 2895.061768
	Iteration 48Q: 3 clusters Score -768694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -768698.750000 Penalty: 2895.061768
	Iteration 49Q: 3 clusters Score -768698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -768700.187500 Penalty: 2895.061768
	Iteration 50Q: 3 clusters Score -768700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -768701.500000 Penalty: 2895.061768
	Iteration 51Q: 3 clusters Score -768701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -768704.000000 Penalty: 2895.061768
	Iteration 52Q: 3 clusters Score -768704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -768706.062500 Penalty: 2895.061768
	Iteration 53Q: 3 clusters Score -768706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -768707.562500 Penalty: 2895.061768
	Iteration 54Q: 3 clusters Score -768707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -768712.187500 Penalty: 2895.061768
	Iteration 55Q: 3 clusters Score -768712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -768716.250000 Penalty: 2895.061768
	Iteration 56Q: 3 clusters Score -768716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -768719.187500 Penalty: 2895.061768
	Iteration 57Q: 3 clusters Score -768719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -768720.500000 Penalty: 2895.061768
	Iteration 58Q: 3 clusters Score -768720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -768722.062500 Penalty: 2895.061768
	Iteration 59Q: 3 clusters Score -768722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -768724.687500 Penalty: 2895.061768
	Iteration 60F: 3 clusters Score -768724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -768726.000000 Penalty: 2895.061768
	Iteration 61Q: 3 clusters Score -768726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -768728.312500 Penalty: 2895.061768
	Iteration 62Q: 3 clusters Score -768728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -768732.750000 Penalty: 2895.061768
	Iteration 63Q: 3 clusters Score -768732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -768737.187500 Penalty: 2895.061768
	Iteration 64Q: 3 clusters Score -768737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -768740.500000 Penalty: 2895.061768
	Iteration 65Q: 3 clusters Score -768740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -768746.062500 Penalty: 2895.061768
	Iteration 66Q: 3 clusters Score -768746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -768757.437500 Penalty: 2895.061768
	Iteration 67Q: 3 clusters Score -768757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -768778.937500 Penalty: 2895.061768
	Iteration 68Q: 3 clusters Score -768778.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -768791.250000 Penalty: 2895.061768
	Iteration 69Q: 3 clusters Score -768791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -768802.812500 Penalty: 2895.061768
	Iteration 70Q: 3 clusters Score -768802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -768821.750000 Penalty: 2895.061768
	Iteration 71Q: 3 clusters Score -768821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -768839.875000 Penalty: 2895.061768
	Iteration 72Q: 3 clusters Score -768839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -768849.312500 Penalty: 2895.061768
	Iteration 73Q: 3 clusters Score -768849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -768857.437500 Penalty: 2895.061768
	Iteration 74Q: 3 clusters Score -768857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -768868.687500 Penalty: 2895.061768
	Iteration 75Q: 3 clusters Score -768868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -768880.062500 Penalty: 2895.061768
	Iteration 76Q: 3 clusters Score -768880.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -768892.875000 Penalty: 2895.061768
	Iteration 77Q: 3 clusters Score -768892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -768914.312500 Penalty: 2895.061768
	Iteration 78Q: 3 clusters Score -768914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -768928.250000 Penalty: 2895.061768
	Iteration 79Q: 3 clusters Score -768928.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -768944.250000 Penalty: 2895.061768
	Iteration 80F: 3 clusters Score -768944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -768954.437500 Penalty: 2895.061768
	Iteration 81Q: 3 clusters Score -768954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -768960.500000 Penalty: 2895.061768
	Iteration 82Q: 3 clusters Score -768960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -768964.000000 Penalty: 2895.061768
	Iteration 83Q: 3 clusters Score -768964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -768967.750000 Penalty: 2895.061768
	Iteration 84Q: 3 clusters Score -768967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -768969.937500 Penalty: 2895.061768
	Iteration 85Q: 3 clusters Score -768969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -768973.062500 Penalty: 2895.061768
	Iteration 86Q: 3 clusters Score -768973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -768973.062500 Penalty: 2895.061768
	Iteration 87Q: 3 clusters Score -768973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -768973.062500 Penalty: 2895.061768
	Iteration 88F: 3 clusters Score -768973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Entering Unmasked Estep 
Score: -5134190.000000 Penalty: 1752.841553
	Iteration 0F: 2 clusters Score -5134190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5101611.500000 Penalty: 3505.683105
	Iteration 0F: 3 clusters Score -5101612 nChanged 22734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5114938.500000 Penalty: 3505.683105
	Iteration 1F: 3 clusters Score -5114938 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5115755.000000 Penalty: 3505.683105
	Iteration 2Q: 3 clusters Score -5115755 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5116903.000000 Penalty: 3505.683105
	Iteration 3F: 3 clusters Score -5116903 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5118416.000000 Penalty: 3505.683105
	Iteration 4F: 3 clusters Score -5118416 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5120462.500000 Penalty: 3505.683105
	Iteration 5F: 3 clusters Score -5120462 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5122979.500000 Penalty: 3505.683105
	Iteration 6F: 3 clusters Score -5122980 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5125571.000000 Penalty: 3505.683105
	Iteration 7F: 3 clusters Score -5125571 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5127576.500000 Penalty: 3505.683105
	Iteration 8F: 3 clusters Score -5127576 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -5128871.000000 Penalty: 3505.683105
	Iteration 9Q: 3 clusters Score -5128871 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5129745.000000 Penalty: 3505.683105
	Iteration 10Q: 3 clusters Score -5129745 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5130309.500000 Penalty: 3505.683105
	Iteration 11Q: 3 clusters Score -5130310 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -5130753.500000 Penalty: 3505.683105
	Iteration 12Q: 3 clusters Score -5130754 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5131134.000000 Penalty: 3505.683105
	Iteration 13Q: 3 clusters Score -5131134 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -5131584.500000 Penalty: 3505.683105
	Iteration 14Q: 3 clusters Score -5131584 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5132064.000000 Penalty: 3505.683105
	Iteration 15Q: 3 clusters Score -5132064 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -5132483.000000 Penalty: 3505.683105
	Iteration 16Q: 3 clusters Score -5132483 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5132827.000000 Penalty: 3505.683105
	Iteration 17Q: 3 clusters Score -5132827 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5133110.500000 Penalty: 3505.683105
	Iteration 18Q: 3 clusters Score -5133110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5133307.000000 Penalty: 3505.683105
	Iteration 19Q: 3 clusters Score -5133307 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5133448.500000 Penalty: 3505.683105
	Iteration 20F: 3 clusters Score -5133448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5133530.500000 Penalty: 3505.683105
	Iteration 21Q: 3 clusters Score -5133530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -5133573.000000 Penalty: 3505.683105
	Iteration 22Q: 3 clusters Score -5133573 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -5133604.500000 Penalty: 3505.683105
	Iteration 23Q: 3 clusters Score -5133604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -5133633.500000 Penalty: 3505.683105
	Iteration 24Q: 3 clusters Score -5133634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5133653.500000 Penalty: 3505.683105
	Iteration 25Q: 3 clusters Score -5133654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5133660.500000 Penalty: 3505.683105
	Iteration 26Q: 3 clusters Score -5133660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5133659.000000 Penalty: 3505.683105
	Iteration 27Q: 3 clusters Score -5133659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5133664.500000 Penalty: 3505.683105
	Iteration 28Q: 3 clusters Score -5133664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5133667.000000 Penalty: 3505.683105
	Iteration 29Q: 3 clusters Score -5133667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5133666.500000 Penalty: 3505.683105
	Iteration 30Q: 3 clusters Score -5133666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5133681.500000 Penalty: 3505.683105
	Iteration 31Q: 3 clusters Score -5133682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -5133680.500000 Penalty: 3505.683105
	Iteration 32Q: 3 clusters Score -5133680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -5133679.500000 Penalty: 3505.683105
	Iteration 33Q: 3 clusters Score -5133680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -5133694.500000 Penalty: 3505.683105
	Iteration 34Q: 3 clusters Score -5133694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5133688.000000 Penalty: 3505.683105
	Iteration 35Q: 3 clusters Score -5133688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -5133688.000000 Penalty: 3505.683105
	Iteration 36Q: 3 clusters Score -5133688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5133694.500000 Penalty: 3505.683105
	Iteration 37Q: 3 clusters Score -5133694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -5133691.000000 Penalty: 3505.683105
	Iteration 38Q: 3 clusters Score -5133691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5133688.500000 Penalty: 3505.683105
	Iteration 39Q: 3 clusters Score -5133688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -5133693.000000 Penalty: 3505.683105
	Iteration 40F: 3 clusters Score -5133693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -5133693.500000 Penalty: 3505.683105
	Iteration 41Q: 3 clusters Score -5133694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5133692.500000 Penalty: 3505.683105
	Iteration 42Q: 3 clusters Score -5133692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5133694.000000 Penalty: 3505.683105
	Iteration 43Q: 3 clusters Score -5133694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5133694.000000 Penalty: 3505.683105
	Iteration 44Q: 3 clusters Score -5133694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5133699.000000 Penalty: 3505.683105
	Iteration 45Q: 3 clusters Score -5133699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5133697.000000 Penalty: 3505.683105
	Iteration 46Q: 3 clusters Score -5133697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5133695.500000 Penalty: 3505.683105
	Iteration 47Q: 3 clusters Score -5133696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5133697.000000 Penalty: 3505.683105
	Iteration 48Q: 3 clusters Score -5133697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5133695.000000 Penalty: 3505.683105
	Iteration 49Q: 3 clusters Score -5133695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5133696.000000 Penalty: 3505.683105
	Iteration 50Q: 3 clusters Score -5133696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5133697.000000 Penalty: 3505.683105
	Iteration 51Q: 3 clusters Score -5133697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5133697.000000 Penalty: 3505.683105
	Iteration 52F: 3 clusters Score -5133697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Entering Unmasked Estep 
Score: -4051031.250000 Penalty: 1713.151245
	Iteration 0F: 2 clusters Score -4051031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4025692.500000 Penalty: 3426.302490
	Iteration 0F: 3 clusters Score -4025692 nChanged 17528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4035405.250000 Penalty: 3426.302490
	Iteration 1F: 3 clusters Score -4035405 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4035948.500000 Penalty: 3426.302490
	Iteration 2Q: 3 clusters Score -4035948 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4036613.750000 Penalty: 3426.302490
	Iteration 3Q: 3 clusters Score -4036614 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4037516.000000 Penalty: 3426.302490
	Iteration 4Q: 3 clusters Score -4037516 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4038837.500000 Penalty: 3426.302490
	Iteration 5F: 3 clusters Score -4038838 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4040571.250000 Penalty: 3426.302490
	Iteration 6F: 3 clusters Score -4040571 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4042618.750000 Penalty: 3426.302490
	Iteration 7F: 3 clusters Score -4042619 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4044542.750000 Penalty: 3426.302490
	Iteration 8F: 3 clusters Score -4044543 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4046038.250000 Penalty: 3426.302490
	Iteration 9F: 3 clusters Score -4046038 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4046980.250000 Penalty: 3426.302490
	Iteration 10Q: 3 clusters Score -4046980 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -4047547.250000 Penalty: 3426.302490
	Iteration 11Q: 3 clusters Score -4047547 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4047915.250000 Penalty: 3426.302490
	Iteration 12Q: 3 clusters Score -4047915 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4048185.500000 Penalty: 3426.302490
	Iteration 13Q: 3 clusters Score -4048186 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4048361.000000 Penalty: 3426.302490
	Iteration 14Q: 3 clusters Score -4048361 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4048481.500000 Penalty: 3426.302490
	Iteration 15Q: 3 clusters Score -4048482 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4048567.500000 Penalty: 3426.302490
	Iteration 16Q: 3 clusters Score -4048568 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4048703.500000 Penalty: 3426.302490
	Iteration 17Q: 3 clusters Score -4048704 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4048798.250000 Penalty: 3426.302490
	Iteration 18Q: 3 clusters Score -4048798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4048898.500000 Penalty: 3426.302490
	Iteration 19Q: 3 clusters Score -4048898 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4048963.250000 Penalty: 3426.302490
	Iteration 20F: 3 clusters Score -4048963 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4049009.250000 Penalty: 3426.302490
	Iteration 21Q: 3 clusters Score -4049009 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4049054.250000 Penalty: 3426.302490
	Iteration 22Q: 3 clusters Score -4049054 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4049096.250000 Penalty: 3426.302490
	Iteration 23Q: 3 clusters Score -4049096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4049152.500000 Penalty: 3426.302490
	Iteration 24Q: 3 clusters Score -4049152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4049214.250000 Penalty: 3426.302490
	Iteration 25Q: 3 clusters Score -4049214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4049272.500000 Penalty: 3426.302490
	Iteration 26Q: 3 clusters Score -4049272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4049324.750000 Penalty: 3426.302490
	Iteration 27Q: 3 clusters Score -4049325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4049354.250000 Penalty: 3426.302490
	Iteration 28Q: 3 clusters Score -4049354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4049405.000000 Penalty: 3426.302490
	Iteration 29Q: 3 clusters Score -4049405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4049429.250000 Penalty: 3426.302490
	Iteration 30Q: 3 clusters Score -4049429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4049450.250000 Penalty: 3426.302490
	Iteration 31Q: 3 clusters Score -4049450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4049476.250000 Penalty: 3426.302490
	Iteration 32Q: 3 clusters Score -4049476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4049494.750000 Penalty: 3426.302490
	Iteration 33Q: 3 clusters Score -4049495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4049522.500000 Penalty: 3426.302490
	Iteration 34Q: 3 clusters Score -4049522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4049532.000000 Penalty: 3426.302490
	Iteration 35Q: 3 clusters Score -4049532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4049542.750000 Penalty: 3426.302490
	Iteration 36Q: 3 clusters Score -4049543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4049545.500000 Penalty: 3426.302490
	Iteration 37Q: 3 clusters Score -4049546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4049558.000000 Penalty: 3426.302490
	Iteration 38Q: 3 clusters Score -4049558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4049558.250000 Penalty: 3426.302490
	Iteration 39Q: 3 clusters Score -4049558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4049575.000000 Penalty: 3426.302490
	Iteration 40F: 3 clusters Score -4049575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4049585.250000 Penalty: 3426.302490
	Iteration 41Q: 3 clusters Score -4049585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4049594.000000 Penalty: 3426.302490
	Iteration 42Q: 3 clusters Score -4049594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4049603.250000 Penalty: 3426.302490
	Iteration 43Q: 3 clusters Score -4049603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4049619.000000 Penalty: 3426.302490
	Iteration 44Q: 3 clusters Score -4049619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4049624.250000 Penalty: 3426.302490
	Iteration 45Q: 3 clusters Score -4049624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4049631.250000 Penalty: 3426.302490
	Iteration 46Q: 3 clusters Score -4049631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4049633.500000 Penalty: 3426.302490
	Iteration 47Q: 3 clusters Score -4049634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4049639.000000 Penalty: 3426.302490
	Iteration 48Q: 3 clusters Score -4049639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4049641.750000 Penalty: 3426.302490
	Iteration 49Q: 3 clusters Score -4049642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4049645.500000 Penalty: 3426.302490
	Iteration 50Q: 3 clusters Score -4049646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4049651.250000 Penalty: 3426.302490
	Iteration 51Q: 3 clusters Score -4049651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4049651.750000 Penalty: 3426.302490
	Iteration 52Q: 3 clusters Score -4049652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4049653.000000 Penalty: 3426.302490
	Iteration 53Q: 3 clusters Score -4049653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4049654.250000 Penalty: 3426.302490
	Iteration 54Q: 3 clusters Score -4049654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4049652.000000 Penalty: 3426.302490
	Iteration 55Q: 3 clusters Score -4049652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4049653.250000 Penalty: 3426.302490
	Iteration 56Q: 3 clusters Score -4049653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4049653.250000 Penalty: 3426.302490
	Iteration 57F: 3 clusters Score -4049653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Entering Unmasked Estep 
Score: -3744996.250000 Penalty: 1707.420410
	Iteration 0F: 2 clusters Score -3744996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3720486.000000 Penalty: 3414.840820
	Iteration 0F: 3 clusters Score -3720486 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3729767.000000 Penalty: 3414.840820
	Iteration 1F: 3 clusters Score -3729767 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3730165.000000 Penalty: 3414.840820
	Iteration 2Q: 3 clusters Score -3730165 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3730709.000000 Penalty: 3414.840820
	Iteration 3Q: 3 clusters Score -3730709 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3731427.000000 Penalty: 3414.840820
	Iteration 4Q: 3 clusters Score -3731427 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3732378.000000 Penalty: 3414.840820
	Iteration 5Q: 3 clusters Score -3732378 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3733621.500000 Penalty: 3414.840820
	Iteration 6F: 3 clusters Score -3733622 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3734935.750000 Penalty: 3414.840820
	Iteration 7F: 3 clusters Score -3734936 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3736085.500000 Penalty: 3414.840820
	Iteration 8F: 3 clusters Score -3736086 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3736985.250000 Penalty: 3414.840820
	Iteration 9Q: 3 clusters Score -3736985 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3737608.750000 Penalty: 3414.840820
	Iteration 10Q: 3 clusters Score -3737609 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3738005.000000 Penalty: 3414.840820
	Iteration 11Q: 3 clusters Score -3738005 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3738254.500000 Penalty: 3414.840820
	Iteration 12Q: 3 clusters Score -3738254 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3738439.750000 Penalty: 3414.840820
	Iteration 13Q: 3 clusters Score -3738440 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3738590.750000 Penalty: 3414.840820
	Iteration 14Q: 3 clusters Score -3738591 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3738743.000000 Penalty: 3414.840820
	Iteration 15Q: 3 clusters Score -3738743 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3738892.500000 Penalty: 3414.840820
	Iteration 16Q: 3 clusters Score -3738892 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3739050.000000 Penalty: 3414.840820
	Iteration 17Q: 3 clusters Score -3739050 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3739227.250000 Penalty: 3414.840820
	Iteration 18Q: 3 clusters Score -3739227 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3739438.750000 Penalty: 3414.840820
	Iteration 19Q: 3 clusters Score -3739439 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3739709.750000 Penalty: 3414.840820
	Iteration 20F: 3 clusters Score -3739710 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3739981.500000 Penalty: 3414.840820
	Iteration 21Q: 3 clusters Score -3739982 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3740304.250000 Penalty: 3414.840820
	Iteration 22Q: 3 clusters Score -3740304 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3740667.750000 Penalty: 3414.840820
	Iteration 23Q: 3 clusters Score -3740668 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3740979.750000 Penalty: 3414.840820
	Iteration 24Q: 3 clusters Score -3740980 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3741285.250000 Penalty: 3414.840820
	Iteration 25Q: 3 clusters Score -3741285 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3741588.000000 Penalty: 3414.840820
	Iteration 26Q: 3 clusters Score -3741588 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3741892.750000 Penalty: 3414.840820
	Iteration 27Q: 3 clusters Score -3741893 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3742137.000000 Penalty: 3414.840820
	Iteration 28Q: 3 clusters Score -3742137 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -3742407.500000 Penalty: 3414.840820
	Iteration 29Q: 3 clusters Score -3742408 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -3742613.750000 Penalty: 3414.840820
	Iteration 30Q: 3 clusters Score -3742614 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3742781.250000 Penalty: 3414.840820
	Iteration 31Q: 3 clusters Score -3742781 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -3742927.250000 Penalty: 3414.840820
	Iteration 32Q: 3 clusters Score -3742927 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3743044.500000 Penalty: 3414.840820
	Iteration 33Q: 3 clusters Score -3743044 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -3743125.000000 Penalty: 3414.840820
	Iteration 34Q: 3 clusters Score -3743125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3743195.750000 Penalty: 3414.840820
	Iteration 35Q: 3 clusters Score -3743196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3743237.000000 Penalty: 3414.840820
	Iteration 36Q: 3 clusters Score -3743237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3743265.500000 Penalty: 3414.840820
	Iteration 37Q: 3 clusters Score -3743266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3743313.750000 Penalty: 3414.840820
	Iteration 38Q: 3 clusters Score -3743314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -3743342.500000 Penalty: 3414.840820
	Iteration 39Q: 3 clusters Score -3743342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3743371.750000 Penalty: 3414.840820
	Iteration 40F: 3 clusters Score -3743372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3743390.750000 Penalty: 3414.840820
	Iteration 41Q: 3 clusters Score -3743391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3743405.750000 Penalty: 3414.840820
	Iteration 42Q: 3 clusters Score -3743406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3743424.000000 Penalty: 3414.840820
	Iteration 43Q: 3 clusters Score -3743424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3743433.250000 Penalty: 3414.840820
	Iteration 44Q: 3 clusters Score -3743433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3743444.750000 Penalty: 3414.840820
	Iteration 45Q: 3 clusters Score -3743445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3743456.750000 Penalty: 3414.840820
	Iteration 46Q: 3 clusters Score -3743457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3743466.750000 Penalty: 3414.840820
	Iteration 47Q: 3 clusters Score -3743467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3743475.750000 Penalty: 3414.840820
	Iteration 48Q: 3 clusters Score -3743476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3743489.000000 Penalty: 3414.840820
	Iteration 49Q: 3 clusters Score -3743489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3743496.250000 Penalty: 3414.840820
	Iteration 50Q: 3 clusters Score -3743496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -3743502.250000 Penalty: 3414.840820
	Iteration 51Q: 3 clusters Score -3743502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3743510.250000 Penalty: 3414.840820
	Iteration 52Q: 3 clusters Score -3743510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -3743519.000000 Penalty: 3414.840820
	Iteration 53Q: 3 clusters Score -3743519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3743528.000000 Penalty: 3414.840820
	Iteration 54Q: 3 clusters Score -3743528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3743535.000000 Penalty: 3414.840820
	Iteration 55Q: 3 clusters Score -3743535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3743538.250000 Penalty: 3414.840820
	Iteration 56Q: 3 clusters Score -3743538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -3743538.750000 Penalty: 3414.840820
	Iteration 57Q: 3 clusters Score -3743539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -3743536.750000 Penalty: 3414.840820
	Iteration 58Q: 3 clusters Score -3743537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -3743538.000000 Penalty: 3414.840820
	Iteration 59Q: 3 clusters Score -3743538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -3743538.000000 Penalty: 3414.840820
	Iteration 60F: 3 clusters Score -3743538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237534 members 
Entering Unmasked Estep 
Score: -24912776.000000 Penalty: 2011.435791
	Iteration 0F: 2 clusters Score -2.491278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -24765754.000000 Penalty: 4022.871582
	Iteration 0F: 3 clusters Score -2.476575e+07 nChanged 115470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -24833826.000000 Penalty: 4022.871582
	Iteration 1F: 3 clusters Score -2.483383e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -24835122.000000 Penalty: 4022.871582
	Iteration 2Q: 3 clusters Score -2.483512e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -24837396.000000 Penalty: 4022.871582
	Iteration 3Q: 3 clusters Score -2.48374e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -24840808.000000 Penalty: 4022.871582
	Iteration 4Q: 3 clusters Score -2.484081e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -24847118.000000 Penalty: 4022.871582
	Iteration 5F: 3 clusters Score -2.484712e+07 nChanged 16833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -24858580.000000 Penalty: 4022.871582
	Iteration 6F: 3 clusters Score -2.485858e+07 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190626 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -24876450.000000 Penalty: 4022.871582
	Iteration 7F: 3 clusters Score -2.487645e+07 nChanged 20453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211075 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -24892912.000000 Penalty: 4022.871582
	Iteration 8F: 3 clusters Score -2.489291e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224470 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -24902410.000000 Penalty: 4022.871582
	Iteration 9F: 3 clusters Score -2.490241e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231167 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -24906768.000000 Penalty: 4022.871582
	Iteration 10Q: 3 clusters Score -2.490677e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234170 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -24908942.000000 Penalty: 4022.871582
	Iteration 11Q: 3 clusters Score -2.490894e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235563 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -24909928.000000 Penalty: 4022.871582
	Iteration 12Q: 3 clusters Score -2.490993e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236221 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -24910424.000000 Penalty: 4022.871582
	Iteration 13Q: 3 clusters Score -2.491042e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236528 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24910668.000000 Penalty: 4022.871582
	Iteration 14Q: 3 clusters Score -2.491067e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236700 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -24910806.000000 Penalty: 4022.871582
	Iteration 15Q: 3 clusters Score -2.491081e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236803 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -24910882.000000 Penalty: 4022.871582
	Iteration 16Q: 3 clusters Score -2.491088e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236859 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -24910922.000000 Penalty: 4022.871582
	Iteration 17Q: 3 clusters Score -2.491092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236903 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -24910948.000000 Penalty: 4022.871582
	Iteration 18Q: 3 clusters Score -2.491095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236929 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -24910928.000000 Penalty: 4022.871582
	Iteration 19Q: 3 clusters Score -2.491093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236960 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -24910952.000000 Penalty: 4022.871582
	Iteration 20F: 3 clusters Score -2.491095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236972 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24910964.000000 Penalty: 4022.871582
	Iteration 21Q: 3 clusters Score -2.491096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236982 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -24910992.000000 Penalty: 4022.871582
	Iteration 22Q: 3 clusters Score -2.491099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236994 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -24911010.000000 Penalty: 4022.871582
	Iteration 23Q: 3 clusters Score -2.491101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237001 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24911026.000000 Penalty: 4022.871582
	Iteration 24Q: 3 clusters Score -2.491103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237004 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -24911020.000000 Penalty: 4022.871582
	Iteration 25Q: 3 clusters Score -2.491102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237005 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24911034.000000 Penalty: 4022.871582
	Iteration 26Q: 3 clusters Score -2.491103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237012 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -24911044.000000 Penalty: 4022.871582
	Iteration 27Q: 3 clusters Score -2.491104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237019 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -24911038.000000 Penalty: 4022.871582
	Iteration 28Q: 3 clusters Score -2.491104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237024 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -24911070.000000 Penalty: 4022.871582
	Iteration 29Q: 3 clusters Score -2.491107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237026 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24911054.000000 Penalty: 4022.871582
	Iteration 30Q: 3 clusters Score -2.491105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237027 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -24911046.000000 Penalty: 4022.871582
	Iteration 31Q: 3 clusters Score -2.491105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237030 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -24911048.000000 Penalty: 4022.871582
	Iteration 32Q: 3 clusters Score -2.491105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237033 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -24911062.000000 Penalty: 4022.871582
	Iteration 33Q: 3 clusters Score -2.491106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237034 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -24911062.000000 Penalty: 4022.871582
	Iteration 34Q: 3 clusters Score -2.491106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237035 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -24911060.000000 Penalty: 4022.871582
	Iteration 35Q: 3 clusters Score -2.491106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237035 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -24911060.000000 Penalty: 4022.871582
	Iteration 36Q: 3 clusters Score -2.491106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237037 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -24911076.000000 Penalty: 4022.871582
	Iteration 37Q: 3 clusters Score -2.491108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237037 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -24911076.000000 Penalty: 4022.871582
	Iteration 38F: 3 clusters Score -2.491108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -763257.812500 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -763257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -757680.250000 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -757680.2 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -759421.625000 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -759421.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -759802.375000 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -759802.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -760191.250000 Penalty: 2898.474365
	Iteration 3F: 3 clusters Score -760191.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -760537.062500 Penalty: 2898.474365
	Iteration 4F: 3 clusters Score -760537.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -760868.750000 Penalty: 2898.474365
	Iteration 5F: 3 clusters Score -760868.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -761146.812500 Penalty: 2898.474365
	Iteration 6F: 3 clusters Score -761146.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -761382.437500 Penalty: 2898.474365
	Iteration 7F: 3 clusters Score -761382.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -761566.312500 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -761566.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -761701.500000 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -761701.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -761804.187500 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -761804.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -761859.687500 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -761859.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -761911.937500 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -761911.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -761947.250000 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -761947.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -761969.062500 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -761969.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -761986.750000 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -761986.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -762000.250000 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -762000.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -762009.812500 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -762009.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -762020.937500 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -762020.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -762035.250000 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -762035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -762042.437500 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -762042.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -762057.312500 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -762057.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -762067.187500 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -762067.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -762079.312500 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -762079.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -762086.562500 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -762086.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -762091.562500 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -762091.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -762098.250000 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -762098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -762107.812500 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -762107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -762108.437500 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -762108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -762110.750000 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -762110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -762113.625000 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -762113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -762113.875000 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -762113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -762117.062500 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -762117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -762118.562500 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -762118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -762119.062500 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -762119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -762122.187500 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -762122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -762122.625000 Penalty: 2898.474365
	Iteration 36Q: 3 clusters Score -762122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -762123.875000 Penalty: 2898.474365
	Iteration 37Q: 3 clusters Score -762123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -762128.125000 Penalty: 2898.474365
	Iteration 38Q: 3 clusters Score -762128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -762128.437500 Penalty: 2898.474365
	Iteration 39Q: 3 clusters Score -762128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -762132.062500 Penalty: 2898.474365
	Iteration 40F: 3 clusters Score -762132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -762132.000000 Penalty: 2898.474365
	Iteration 41Q: 3 clusters Score -762132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -762132.750000 Penalty: 2898.474365
	Iteration 42Q: 3 clusters Score -762132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -762132.750000 Penalty: 2898.474365
	Iteration 43F: 3 clusters Score -762132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Entering Unmasked Estep 
Score: -5427518.500000 Penalty: 1762.007568
	Iteration 0F: 2 clusters Score -5427518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -5393315.500000 Penalty: 3524.015137
	Iteration 0F: 3 clusters Score -5393316 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -5407155.500000 Penalty: 3524.015137
	Iteration 1F: 3 clusters Score -5407156 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5407942.000000 Penalty: 3524.015137
	Iteration 2Q: 3 clusters Score -5407942 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -5408940.500000 Penalty: 3524.015137
	Iteration 3Q: 3 clusters Score -5408940 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5410362.000000 Penalty: 3524.015137
	Iteration 4F: 3 clusters Score -5410362 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5412233.000000 Penalty: 3524.015137
	Iteration 5F: 3 clusters Score -5412233 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5414710.000000 Penalty: 3524.015137
	Iteration 6F: 3 clusters Score -5414710 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -5417500.000000 Penalty: 3524.015137
	Iteration 7F: 3 clusters Score -5417500 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5419937.000000 Penalty: 3524.015137
	Iteration 8F: 3 clusters Score -5419937 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5421568.500000 Penalty: 3524.015137
	Iteration 9Q: 3 clusters Score -5421568 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5422607.000000 Penalty: 3524.015137
	Iteration 10Q: 3 clusters Score -5422607 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5423290.500000 Penalty: 3524.015137
	Iteration 11Q: 3 clusters Score -5423290 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5423807.500000 Penalty: 3524.015137
	Iteration 12Q: 3 clusters Score -5423808 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5424194.500000 Penalty: 3524.015137
	Iteration 13Q: 3 clusters Score -5424194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5424459.500000 Penalty: 3524.015137
	Iteration 14Q: 3 clusters Score -5424460 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5424625.000000 Penalty: 3524.015137
	Iteration 15Q: 3 clusters Score -5424625 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5424762.000000 Penalty: 3524.015137
	Iteration 16Q: 3 clusters Score -5424762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5424879.500000 Penalty: 3524.015137
	Iteration 17Q: 3 clusters Score -5424880 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5424970.500000 Penalty: 3524.015137
	Iteration 18Q: 3 clusters Score -5424970 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5425056.500000 Penalty: 3524.015137
	Iteration 19Q: 3 clusters Score -5425056 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -5425143.000000 Penalty: 3524.015137
	Iteration 20F: 3 clusters Score -5425143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -5425208.500000 Penalty: 3524.015137
	Iteration 21Q: 3 clusters Score -5425208 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5425276.500000 Penalty: 3524.015137
	Iteration 22Q: 3 clusters Score -5425276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5425333.000000 Penalty: 3524.015137
	Iteration 23Q: 3 clusters Score -5425333 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5425383.500000 Penalty: 3524.015137
	Iteration 24Q: 3 clusters Score -5425384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -5425425.000000 Penalty: 3524.015137
	Iteration 25Q: 3 clusters Score -5425425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5425456.500000 Penalty: 3524.015137
	Iteration 26Q: 3 clusters Score -5425456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -5425512.000000 Penalty: 3524.015137
	Iteration 27Q: 3 clusters Score -5425512 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5425552.500000 Penalty: 3524.015137
	Iteration 28Q: 3 clusters Score -5425552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -5425584.500000 Penalty: 3524.015137
	Iteration 29Q: 3 clusters Score -5425584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -5425631.500000 Penalty: 3524.015137
	Iteration 30Q: 3 clusters Score -5425632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5425662.500000 Penalty: 3524.015137
	Iteration 31Q: 3 clusters Score -5425662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5425716.000000 Penalty: 3524.015137
	Iteration 32Q: 3 clusters Score -5425716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5425748.500000 Penalty: 3524.015137
	Iteration 33Q: 3 clusters Score -5425748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5425780.500000 Penalty: 3524.015137
	Iteration 34Q: 3 clusters Score -5425780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -5425797.500000 Penalty: 3524.015137
	Iteration 35Q: 3 clusters Score -5425798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -5425815.000000 Penalty: 3524.015137
	Iteration 36Q: 3 clusters Score -5425815 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -5425823.000000 Penalty: 3524.015137
	Iteration 37Q: 3 clusters Score -5425823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -5425837.500000 Penalty: 3524.015137
	Iteration 38Q: 3 clusters Score -5425838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5425864.000000 Penalty: 3524.015137
	Iteration 39Q: 3 clusters Score -5425864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5425872.000000 Penalty: 3524.015137
	Iteration 40F: 3 clusters Score -5425872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -5425874.500000 Penalty: 3524.015137
	Iteration 41Q: 3 clusters Score -5425874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -5425898.000000 Penalty: 3524.015137
	Iteration 42Q: 3 clusters Score -5425898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -5425903.500000 Penalty: 3524.015137
	Iteration 43Q: 3 clusters Score -5425904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5425906.500000 Penalty: 3524.015137
	Iteration 44Q: 3 clusters Score -5425906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -5425909.000000 Penalty: 3524.015137
	Iteration 45Q: 3 clusters Score -5425909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -5425917.000000 Penalty: 3524.015137
	Iteration 46Q: 3 clusters Score -5425917 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5425937.500000 Penalty: 3524.015137
	Iteration 47Q: 3 clusters Score -5425938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -5425935.000000 Penalty: 3524.015137
	Iteration 48Q: 3 clusters Score -5425935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -5425936.500000 Penalty: 3524.015137
	Iteration 49Q: 3 clusters Score -5425936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -5425955.500000 Penalty: 3524.015137
	Iteration 50Q: 3 clusters Score -5425956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -5425950.000000 Penalty: 3524.015137
	Iteration 51Q: 3 clusters Score -5425950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -5425960.500000 Penalty: 3524.015137
	Iteration 52Q: 3 clusters Score -5425960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5425961.000000 Penalty: 3524.015137
	Iteration 53Q: 3 clusters Score -5425961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5425961.000000 Penalty: 3524.015137
	Iteration 54Q: 3 clusters Score -5425961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -5425966.500000 Penalty: 3524.015137
	Iteration 55Q: 3 clusters Score -5425966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5425984.000000 Penalty: 3524.015137
	Iteration 56Q: 3 clusters Score -5425984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -5425996.000000 Penalty: 3524.015137
	Iteration 57Q: 3 clusters Score -5425996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -5425997.500000 Penalty: 3524.015137
	Iteration 58Q: 3 clusters Score -5425998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5426004.000000 Penalty: 3524.015137
	Iteration 59Q: 3 clusters Score -5426004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5425995.500000 Penalty: 3524.015137
	Iteration 60F: 3 clusters Score -5425996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -5425999.500000 Penalty: 3524.015137
	Iteration 61Q: 3 clusters Score -5426000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -5426004.500000 Penalty: 3524.015137
	Iteration 62Q: 3 clusters Score -5426004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -5426010.500000 Penalty: 3524.015137
	Iteration 63Q: 3 clusters Score -5426010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5426023.500000 Penalty: 3524.015137
	Iteration 64Q: 3 clusters Score -5426024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -5426022.500000 Penalty: 3524.015137
	Iteration 65Q: 3 clusters Score -5426022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5426025.000000 Penalty: 3524.015137
	Iteration 66Q: 3 clusters Score -5426025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -5426024.000000 Penalty: 3524.015137
	Iteration 67Q: 3 clusters Score -5426024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -5426024.500000 Penalty: 3524.015137
	Iteration 68Q: 3 clusters Score -5426024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5426026.000000 Penalty: 3524.015137
	Iteration 69Q: 3 clusters Score -5426026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5426022.500000 Penalty: 3524.015137
	Iteration 70Q: 3 clusters Score -5426022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -5426032.500000 Penalty: 3524.015137
	Iteration 71Q: 3 clusters Score -5426032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -5426037.500000 Penalty: 3524.015137
	Iteration 72Q: 3 clusters Score -5426038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -5426032.500000 Penalty: 3524.015137
	Iteration 73Q: 3 clusters Score -5426032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5426029.000000 Penalty: 3524.015137
	Iteration 74Q: 3 clusters Score -5426029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -5426025.000000 Penalty: 3524.015137
	Iteration 75Q: 3 clusters Score -5426025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -5426023.500000 Penalty: 3524.015137
	Iteration 76Q: 3 clusters Score -5426024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -5426035.000000 Penalty: 3524.015137
	Iteration 77Q: 3 clusters Score -5426035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -5426038.000000 Penalty: 3524.015137
	Iteration 78Q: 3 clusters Score -5426038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -5426041.500000 Penalty: 3524.015137
	Iteration 79Q: 3 clusters Score -5426042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -5426049.500000 Penalty: 3524.015137
	Iteration 80F: 3 clusters Score -5426050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -5426049.000000 Penalty: 3524.015137
	Iteration 81Q: 3 clusters Score -5426049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -5426051.500000 Penalty: 3524.015137
	Iteration 82Q: 3 clusters Score -5426052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -5426054.000000 Penalty: 3524.015137
	Iteration 83Q: 3 clusters Score -5426054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5426055.000000 Penalty: 3524.015137
	Iteration 84Q: 3 clusters Score -5426055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -5426065.000000 Penalty: 3524.015137
	Iteration 85Q: 3 clusters Score -5426065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -5426069.500000 Penalty: 3524.015137
	Iteration 86Q: 3 clusters Score -5426070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -5426071.500000 Penalty: 3524.015137
	Iteration 87Q: 3 clusters Score -5426072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -5426072.500000 Penalty: 3524.015137
	Iteration 88Q: 3 clusters Score -5426072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -5426074.500000 Penalty: 3524.015137
	Iteration 89Q: 3 clusters Score -5426074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -5426075.500000 Penalty: 3524.015137
	Iteration 90Q: 3 clusters Score -5426076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -5426078.000000 Penalty: 3524.015137
	Iteration 91Q: 3 clusters Score -5426078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -5426079.000000 Penalty: 3524.015137
	Iteration 92Q: 3 clusters Score -5426079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -5426079.000000 Penalty: 3524.015137
	Iteration 93F: 3 clusters Score -5426079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -347998.906250 Penalty: 1309.889038
	Iteration 0F: 2 clusters Score -347998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -345143.875000 Penalty: 2619.778076
	Iteration 0F: 3 clusters Score -345143.9 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345837.906250 Penalty: 2619.778076
	Iteration 1F: 3 clusters Score -345837.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -345964.656250 Penalty: 2619.778076
	Iteration 2F: 3 clusters Score -345964.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -346032.343750 Penalty: 2619.778076
	Iteration 3Q: 3 clusters Score -346032.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -346081.406250 Penalty: 2619.778076
	Iteration 4Q: 3 clusters Score -346081.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -346112.625000 Penalty: 2619.778076
	Iteration 5Q: 3 clusters Score -346112.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -346135.812500 Penalty: 2619.778076
	Iteration 6Q: 3 clusters Score -346135.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -346149.531250 Penalty: 2619.778076
	Iteration 7Q: 3 clusters Score -346149.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -346161.343750 Penalty: 2619.778076
	Iteration 8Q: 3 clusters Score -346161.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -346169.406250 Penalty: 2619.778076
	Iteration 9Q: 3 clusters Score -346169.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -346180.218750 Penalty: 2619.778076
	Iteration 10Q: 3 clusters Score -346180.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -346192.781250 Penalty: 2619.778076
	Iteration 11Q: 3 clusters Score -346192.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -346207.437500 Penalty: 2619.778076
	Iteration 12Q: 3 clusters Score -346207.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -346221.937500 Penalty: 2619.778076
	Iteration 13Q: 3 clusters Score -346221.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -346236.593750 Penalty: 2619.778076
	Iteration 14Q: 3 clusters Score -346236.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -346248.906250 Penalty: 2619.778076
	Iteration 15Q: 3 clusters Score -346248.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -346262.312500 Penalty: 2619.778076
	Iteration 16Q: 3 clusters Score -346262.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346273.656250 Penalty: 2619.778076
	Iteration 17Q: 3 clusters Score -346273.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -346289.468750 Penalty: 2619.778076
	Iteration 18Q: 3 clusters Score -346289.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -346307.187500 Penalty: 2619.778076
	Iteration 19Q: 3 clusters Score -346307.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -346327.593750 Penalty: 2619.778076
	Iteration 20F: 3 clusters Score -346327.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -346346.968750 Penalty: 2619.778076
	Iteration 21Q: 3 clusters Score -346347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -346363.093750 Penalty: 2619.778076
	Iteration 22Q: 3 clusters Score -346363.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -346377.250000 Penalty: 2619.778076
	Iteration 23Q: 3 clusters Score -346377.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -346395.531250 Penalty: 2619.778076
	Iteration 24Q: 3 clusters Score -346395.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -346415.937500 Penalty: 2619.778076
	Iteration 25Q: 3 clusters Score -346415.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -346431.812500 Penalty: 2619.778076
	Iteration 26Q: 3 clusters Score -346431.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -346450.093750 Penalty: 2619.778076
	Iteration 27Q: 3 clusters Score -346450.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -346460.781250 Penalty: 2619.778076
	Iteration 28Q: 3 clusters Score -346460.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -346469.750000 Penalty: 2619.778076
	Iteration 29Q: 3 clusters Score -346469.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -346485.156250 Penalty: 2619.778076
	Iteration 30Q: 3 clusters Score -346485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -346498.750000 Penalty: 2619.778076
	Iteration 31Q: 3 clusters Score -346498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -346507.718750 Penalty: 2619.778076
	Iteration 32Q: 3 clusters Score -346507.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -346518.625000 Penalty: 2619.778076
	Iteration 33Q: 3 clusters Score -346518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -346539.062500 Penalty: 2619.778076
	Iteration 34Q: 3 clusters Score -346539.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -346564.875000 Penalty: 2619.778076
	Iteration 35Q: 3 clusters Score -346564.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -346582.375000 Penalty: 2619.778076
	Iteration 36Q: 3 clusters Score -346582.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -346608.312500 Penalty: 2619.778076
	Iteration 37Q: 3 clusters Score -346608.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -346623.500000 Penalty: 2619.778076
	Iteration 38Q: 3 clusters Score -346623.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -346636.250000 Penalty: 2619.778076
	Iteration 39Q: 3 clusters Score -346636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -346649.531250 Penalty: 2619.778076
	Iteration 40F: 3 clusters Score -346649.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -346663.343750 Penalty: 2619.778076
	Iteration 41Q: 3 clusters Score -346663.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -346677.500000 Penalty: 2619.778076
	Iteration 42Q: 3 clusters Score -346677.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -346694.687500 Penalty: 2619.778076
	Iteration 43Q: 3 clusters Score -346694.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -346702.687500 Penalty: 2619.778076
	Iteration 44Q: 3 clusters Score -346702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -346711.343750 Penalty: 2619.778076
	Iteration 45Q: 3 clusters Score -346711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -346716.562500 Penalty: 2619.778076
	Iteration 46Q: 3 clusters Score -346716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -346722.812500 Penalty: 2619.778076
	Iteration 47Q: 3 clusters Score -346722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -346731.000000 Penalty: 2619.778076
	Iteration 48Q: 3 clusters Score -346731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -346743.437500 Penalty: 2619.778076
	Iteration 49Q: 3 clusters Score -346743.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -346756.093750 Penalty: 2619.778076
	Iteration 50Q: 3 clusters Score -346756.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -346769.437500 Penalty: 2619.778076
	Iteration 51Q: 3 clusters Score -346769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -346781.000000 Penalty: 2619.778076
	Iteration 52Q: 3 clusters Score -346781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -346793.218750 Penalty: 2619.778076
	Iteration 53Q: 3 clusters Score -346793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -346800.437500 Penalty: 2619.778076
	Iteration 54Q: 3 clusters Score -346800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -346809.031250 Penalty: 2619.778076
	Iteration 55Q: 3 clusters Score -346809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -346813.375000 Penalty: 2619.778076
	Iteration 56Q: 3 clusters Score -346813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -346817.437500 Penalty: 2619.778076
	Iteration 57Q: 3 clusters Score -346817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -346824.156250 Penalty: 2619.778076
	Iteration 58Q: 3 clusters Score -346824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -346828.062500 Penalty: 2619.778076
	Iteration 59Q: 3 clusters Score -346828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -346831.406250 Penalty: 2619.778076
	Iteration 60F: 3 clusters Score -346831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -346836.218750 Penalty: 2619.778076
	Iteration 61Q: 3 clusters Score -346836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -346838.375000 Penalty: 2619.778076
	Iteration 62Q: 3 clusters Score -346838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -346841.750000 Penalty: 2619.778076
	Iteration 63Q: 3 clusters Score -346841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -346847.062500 Penalty: 2619.778076
	Iteration 64Q: 3 clusters Score -346847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -346848.375000 Penalty: 2619.778076
	Iteration 65Q: 3 clusters Score -346848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -346850.687500 Penalty: 2619.778076
	Iteration 66Q: 3 clusters Score -346850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -346854.406250 Penalty: 2619.778076
	Iteration 67Q: 3 clusters Score -346854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -346862.156250 Penalty: 2619.778076
	Iteration 68Q: 3 clusters Score -346862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -346870.187500 Penalty: 2619.778076
	Iteration 69Q: 3 clusters Score -346870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -346872.781250 Penalty: 2619.778076
	Iteration 70Q: 3 clusters Score -346872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -346872.781250 Penalty: 2619.778076
	Iteration 71F: 3 clusters Score -346872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Entering Unmasked Estep 
Score: -3747717.750000 Penalty: 1700.421387
	Iteration 0F: 2 clusters Score -3747718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3724125.500000 Penalty: 3400.842773
	Iteration 0F: 3 clusters Score -3724126 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3733191.000000 Penalty: 3400.842773
	Iteration 1F: 3 clusters Score -3733191 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3733605.750000 Penalty: 3400.842773
	Iteration 2Q: 3 clusters Score -3733606 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3733980.750000 Penalty: 3400.842773
	Iteration 3Q: 3 clusters Score -3733981 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3734354.000000 Penalty: 3400.842773
	Iteration 4Q: 3 clusters Score -3734354 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3734773.250000 Penalty: 3400.842773
	Iteration 5Q: 3 clusters Score -3734773 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3735347.750000 Penalty: 3400.842773
	Iteration 6Q: 3 clusters Score -3735348 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3736242.750000 Penalty: 3400.842773
	Iteration 7F: 3 clusters Score -3736243 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3737669.250000 Penalty: 3400.842773
	Iteration 8F: 3 clusters Score -3737669 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3739658.500000 Penalty: 3400.842773
	Iteration 9F: 3 clusters Score -3739658 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3741890.500000 Penalty: 3400.842773
	Iteration 10F: 3 clusters Score -3741890 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3743641.250000 Penalty: 3400.842773
	Iteration 11F: 3 clusters Score -3743641 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3744765.250000 Penalty: 3400.842773
	Iteration 12Q: 3 clusters Score -3744765 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3745344.500000 Penalty: 3400.842773
	Iteration 13Q: 3 clusters Score -3745344 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3745638.000000 Penalty: 3400.842773
	Iteration 14Q: 3 clusters Score -3745638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3745818.000000 Penalty: 3400.842773
	Iteration 15Q: 3 clusters Score -3745818 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3745958.500000 Penalty: 3400.842773
	Iteration 16Q: 3 clusters Score -3745958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3746049.750000 Penalty: 3400.842773
	Iteration 17Q: 3 clusters Score -3746050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3746117.500000 Penalty: 3400.842773
	Iteration 18Q: 3 clusters Score -3746118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3746153.500000 Penalty: 3400.842773
	Iteration 19Q: 3 clusters Score -3746154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3746174.750000 Penalty: 3400.842773
	Iteration 20F: 3 clusters Score -3746175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3746182.500000 Penalty: 3400.842773
	Iteration 21Q: 3 clusters Score -3746182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3746208.750000 Penalty: 3400.842773
	Iteration 22Q: 3 clusters Score -3746209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3746223.000000 Penalty: 3400.842773
	Iteration 23Q: 3 clusters Score -3746223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3746238.500000 Penalty: 3400.842773
	Iteration 24Q: 3 clusters Score -3746238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3746248.500000 Penalty: 3400.842773
	Iteration 25Q: 3 clusters Score -3746248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3746246.000000 Penalty: 3400.842773
	Iteration 26Q: 3 clusters Score -3746246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3746253.750000 Penalty: 3400.842773
	Iteration 27Q: 3 clusters Score -3746254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3746258.000000 Penalty: 3400.842773
	Iteration 28Q: 3 clusters Score -3746258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3746268.500000 Penalty: 3400.842773
	Iteration 29Q: 3 clusters Score -3746268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3746269.250000 Penalty: 3400.842773
	Iteration 30Q: 3 clusters Score -3746269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3746278.500000 Penalty: 3400.842773
	Iteration 31Q: 3 clusters Score -3746278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3746283.500000 Penalty: 3400.842773
	Iteration 32Q: 3 clusters Score -3746284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3746296.500000 Penalty: 3400.842773
	Iteration 33Q: 3 clusters Score -3746296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3746308.750000 Penalty: 3400.842773
	Iteration 34Q: 3 clusters Score -3746309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3746311.500000 Penalty: 3400.842773
	Iteration 35Q: 3 clusters Score -3746312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3746322.750000 Penalty: 3400.842773
	Iteration 36Q: 3 clusters Score -3746323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3746328.500000 Penalty: 3400.842773
	Iteration 37Q: 3 clusters Score -3746328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3746330.250000 Penalty: 3400.842773
	Iteration 38Q: 3 clusters Score -3746330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3746333.750000 Penalty: 3400.842773
	Iteration 39Q: 3 clusters Score -3746334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3746331.000000 Penalty: 3400.842773
	Iteration 40F: 3 clusters Score -3746331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3746332.500000 Penalty: 3400.842773
	Iteration 41Q: 3 clusters Score -3746332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3746336.500000 Penalty: 3400.842773
	Iteration 42Q: 3 clusters Score -3746336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3746340.500000 Penalty: 3400.842773
	Iteration 43Q: 3 clusters Score -3746340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3746334.250000 Penalty: 3400.842773
	Iteration 44Q: 3 clusters Score -3746334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3746336.250000 Penalty: 3400.842773
	Iteration 45Q: 3 clusters Score -3746336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3746339.000000 Penalty: 3400.842773
	Iteration 46Q: 3 clusters Score -3746339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3746339.750000 Penalty: 3400.842773
	Iteration 47Q: 3 clusters Score -3746340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3746335.500000 Penalty: 3400.842773
	Iteration 48Q: 3 clusters Score -3746336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3746337.750000 Penalty: 3400.842773
	Iteration 49Q: 3 clusters Score -3746338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3746345.000000 Penalty: 3400.842773
	Iteration 50Q: 3 clusters Score -3746345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3746344.750000 Penalty: 3400.842773
	Iteration 51Q: 3 clusters Score -3746345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3746347.000000 Penalty: 3400.842773
	Iteration 52Q: 3 clusters Score -3746347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3746347.000000 Penalty: 3400.842773
	Iteration 53F: 3 clusters Score -3746347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -19922.996094 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -19923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19170.759766 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -19170.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19277.314453 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -19277.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19301.865234 Penalty: 1761.673950
	Iteration 2F: 3 clusters Score -19301.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19315.322266 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -19315.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19335.328125 Penalty: 1761.673950
	Iteration 4Q: 3 clusters Score -19335.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19341.697266 Penalty: 1761.673950
	Iteration 5Q: 3 clusters Score -19341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19346.818359 Penalty: 1761.673950
	Iteration 6Q: 3 clusters Score -19346.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19346.818359 Penalty: 1761.673950
	Iteration 7F: 3 clusters Score -19346.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Entering Unmasked Estep 
Score: -1750434.000000 Penalty: 1576.432983
	Iteration 0F: 2 clusters Score -1750434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1739116.625000 Penalty: 3152.865967
	Iteration 0F: 3 clusters Score -1739117 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1743077.375000 Penalty: 3152.865967
	Iteration 1F: 3 clusters Score -1743077 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1743420.000000 Penalty: 3152.865967
	Iteration 2F: 3 clusters Score -1743420 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1743725.250000 Penalty: 3152.865967
	Iteration 3F: 3 clusters Score -1743725 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1744030.375000 Penalty: 3152.865967
	Iteration 4Q: 3 clusters Score -1744030 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1744438.500000 Penalty: 3152.865967
	Iteration 5Q: 3 clusters Score -1744438 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1745057.500000 Penalty: 3152.865967
	Iteration 6F: 3 clusters Score -1745058 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1745941.375000 Penalty: 3152.865967
	Iteration 7F: 3 clusters Score -1745941 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1746909.125000 Penalty: 3152.865967
	Iteration 8F: 3 clusters Score -1746909 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1747714.625000 Penalty: 3152.865967
	Iteration 9F: 3 clusters Score -1747715 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1748264.500000 Penalty: 3152.865967
	Iteration 10Q: 3 clusters Score -1748264 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1748597.250000 Penalty: 3152.865967
	Iteration 11Q: 3 clusters Score -1748597 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1748765.375000 Penalty: 3152.865967
	Iteration 12Q: 3 clusters Score -1748765 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1748871.625000 Penalty: 3152.865967
	Iteration 13Q: 3 clusters Score -1748872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1748945.500000 Penalty: 3152.865967
	Iteration 14Q: 3 clusters Score -1748946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1748991.625000 Penalty: 3152.865967
	Iteration 15Q: 3 clusters Score -1748992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1749025.750000 Penalty: 3152.865967
	Iteration 16Q: 3 clusters Score -1749026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1749058.625000 Penalty: 3152.865967
	Iteration 17Q: 3 clusters Score -1749059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1749091.750000 Penalty: 3152.865967
	Iteration 18Q: 3 clusters Score -1749092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1749118.875000 Penalty: 3152.865967
	Iteration 19Q: 3 clusters Score -1749119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1749134.375000 Penalty: 3152.865967
	Iteration 20F: 3 clusters Score -1749134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1749150.750000 Penalty: 3152.865967
	Iteration 21Q: 3 clusters Score -1749151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1749169.125000 Penalty: 3152.865967
	Iteration 22Q: 3 clusters Score -1749169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1749178.000000 Penalty: 3152.865967
	Iteration 23Q: 3 clusters Score -1749178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1749195.500000 Penalty: 3152.865967
	Iteration 24Q: 3 clusters Score -1749196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1749206.250000 Penalty: 3152.865967
	Iteration 25Q: 3 clusters Score -1749206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1749214.250000 Penalty: 3152.865967
	Iteration 26Q: 3 clusters Score -1749214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1749220.375000 Penalty: 3152.865967
	Iteration 27Q: 3 clusters Score -1749220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1749226.750000 Penalty: 3152.865967
	Iteration 28Q: 3 clusters Score -1749227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1749229.625000 Penalty: 3152.865967
	Iteration 29Q: 3 clusters Score -1749230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1749236.500000 Penalty: 3152.865967
	Iteration 30Q: 3 clusters Score -1749236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1749243.750000 Penalty: 3152.865967
	Iteration 31Q: 3 clusters Score -1749244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1749246.125000 Penalty: 3152.865967
	Iteration 32Q: 3 clusters Score -1749246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1749246.875000 Penalty: 3152.865967
	Iteration 33Q: 3 clusters Score -1749247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1749246.125000 Penalty: 3152.865967
	Iteration 34Q: 3 clusters Score -1749246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1749250.125000 Penalty: 3152.865967
	Iteration 35Q: 3 clusters Score -1749250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1749253.875000 Penalty: 3152.865967
	Iteration 36Q: 3 clusters Score -1749254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1749257.375000 Penalty: 3152.865967
	Iteration 37Q: 3 clusters Score -1749257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1749257.000000 Penalty: 3152.865967
	Iteration 38Q: 3 clusters Score -1749257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1749261.375000 Penalty: 3152.865967
	Iteration 39Q: 3 clusters Score -1749261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1749258.750000 Penalty: 3152.865967
	Iteration 40F: 3 clusters Score -1749259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1749256.875000 Penalty: 3152.865967
	Iteration 41Q: 3 clusters Score -1749257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1749261.625000 Penalty: 3152.865967
	Iteration 42Q: 3 clusters Score -1749262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1749259.375000 Penalty: 3152.865967
	Iteration 43Q: 3 clusters Score -1749259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1749260.125000 Penalty: 3152.865967
	Iteration 44Q: 3 clusters Score -1749260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1749261.000000 Penalty: 3152.865967
	Iteration 45Q: 3 clusters Score -1749261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1749261.250000 Penalty: 3152.865967
	Iteration 46Q: 3 clusters Score -1749261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1749261.250000 Penalty: 3152.865967
	Iteration 47F: 3 clusters Score -1749261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Entering Unmasked Estep 
Score: -5002854.500000 Penalty: 1747.684937
	Iteration 0F: 2 clusters Score -5002854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4971384.000000 Penalty: 3495.369873
	Iteration 0F: 3 clusters Score -4971384 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4983962.500000 Penalty: 3495.369873
	Iteration 1F: 3 clusters Score -4983962 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4984388.000000 Penalty: 3495.369873
	Iteration 2Q: 3 clusters Score -4984388 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4984851.000000 Penalty: 3495.369873
	Iteration 3Q: 3 clusters Score -4984851 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4985340.500000 Penalty: 3495.369873
	Iteration 4Q: 3 clusters Score -4985340 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4985922.500000 Penalty: 3495.369873
	Iteration 5Q: 3 clusters Score -4985922 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4986621.500000 Penalty: 3495.369873
	Iteration 6Q: 3 clusters Score -4986622 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4987585.500000 Penalty: 3495.369873
	Iteration 7Q: 3 clusters Score -4987586 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4988800.000000 Penalty: 3495.369873
	Iteration 8Q: 3 clusters Score -4988800 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4990376.500000 Penalty: 3495.369873
	Iteration 9F: 3 clusters Score -4990376 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4992036.500000 Penalty: 3495.369873
	Iteration 10F: 3 clusters Score -4992036 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4993184.500000 Penalty: 3495.369873
	Iteration 11Q: 3 clusters Score -4993184 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4993773.000000 Penalty: 3495.369873
	Iteration 12Q: 3 clusters Score -4993773 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4994046.500000 Penalty: 3495.369873
	Iteration 13Q: 3 clusters Score -4994046 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4994166.500000 Penalty: 3495.369873
	Iteration 14Q: 3 clusters Score -4994166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4994286.000000 Penalty: 3495.369873
	Iteration 15Q: 3 clusters Score -4994286 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4994376.500000 Penalty: 3495.369873
	Iteration 16Q: 3 clusters Score -4994376 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4994492.000000 Penalty: 3495.369873
	Iteration 17Q: 3 clusters Score -4994492 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4994575.500000 Penalty: 3495.369873
	Iteration 18Q: 3 clusters Score -4994576 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -4994659.000000 Penalty: 3495.369873
	Iteration 19Q: 3 clusters Score -4994659 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4994725.500000 Penalty: 3495.369873
	Iteration 20F: 3 clusters Score -4994726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4994782.500000 Penalty: 3495.369873
	Iteration 21Q: 3 clusters Score -4994782 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4994845.500000 Penalty: 3495.369873
	Iteration 22Q: 3 clusters Score -4994846 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4994882.000000 Penalty: 3495.369873
	Iteration 23Q: 3 clusters Score -4994882 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4994935.500000 Penalty: 3495.369873
	Iteration 24Q: 3 clusters Score -4994936 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4994998.000000 Penalty: 3495.369873
	Iteration 25Q: 3 clusters Score -4994998 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4995064.000000 Penalty: 3495.369873
	Iteration 26Q: 3 clusters Score -4995064 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4995105.500000 Penalty: 3495.369873
	Iteration 27Q: 3 clusters Score -4995106 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4995174.000000 Penalty: 3495.369873
	Iteration 28Q: 3 clusters Score -4995174 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4995221.500000 Penalty: 3495.369873
	Iteration 29Q: 3 clusters Score -4995222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4995240.500000 Penalty: 3495.369873
	Iteration 30Q: 3 clusters Score -4995240 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4995270.000000 Penalty: 3495.369873
	Iteration 31Q: 3 clusters Score -4995270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4995311.000000 Penalty: 3495.369873
	Iteration 32Q: 3 clusters Score -4995311 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4995381.500000 Penalty: 3495.369873
	Iteration 33Q: 3 clusters Score -4995382 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -4995435.500000 Penalty: 3495.369873
	Iteration 34Q: 3 clusters Score -4995436 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4995485.000000 Penalty: 3495.369873
	Iteration 35Q: 3 clusters Score -4995485 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4995542.500000 Penalty: 3495.369873
	Iteration 36Q: 3 clusters Score -4995542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4995594.500000 Penalty: 3495.369873
	Iteration 37Q: 3 clusters Score -4995594 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4995638.500000 Penalty: 3495.369873
	Iteration 38Q: 3 clusters Score -4995638 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4995681.000000 Penalty: 3495.369873
	Iteration 39Q: 3 clusters Score -4995681 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4995725.000000 Penalty: 3495.369873
	Iteration 40F: 3 clusters Score -4995725 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4995753.500000 Penalty: 3495.369873
	Iteration 41Q: 3 clusters Score -4995754 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4995767.000000 Penalty: 3495.369873
	Iteration 42Q: 3 clusters Score -4995767 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4995795.500000 Penalty: 3495.369873
	Iteration 43Q: 3 clusters Score -4995796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4995805.000000 Penalty: 3495.369873
	Iteration 44Q: 3 clusters Score -4995805 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4995821.500000 Penalty: 3495.369873
	Iteration 45Q: 3 clusters Score -4995822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4995849.000000 Penalty: 3495.369873
	Iteration 46Q: 3 clusters Score -4995849 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4995882.500000 Penalty: 3495.369873
	Iteration 47Q: 3 clusters Score -4995882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4995887.500000 Penalty: 3495.369873
	Iteration 48Q: 3 clusters Score -4995888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4995891.500000 Penalty: 3495.369873
	Iteration 49Q: 3 clusters Score -4995892 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4995908.500000 Penalty: 3495.369873
	Iteration 50Q: 3 clusters Score -4995908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4995916.500000 Penalty: 3495.369873
	Iteration 51Q: 3 clusters Score -4995916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4995932.000000 Penalty: 3495.369873
	Iteration 52Q: 3 clusters Score -4995932 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4995937.500000 Penalty: 3495.369873
	Iteration 53Q: 3 clusters Score -4995938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4995970.000000 Penalty: 3495.369873
	Iteration 54Q: 3 clusters Score -4995970 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4995985.000000 Penalty: 3495.369873
	Iteration 55Q: 3 clusters Score -4995985 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4995989.000000 Penalty: 3495.369873
	Iteration 56Q: 3 clusters Score -4995989 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -4996008.000000 Penalty: 3495.369873
	Iteration 57Q: 3 clusters Score -4996008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4996028.000000 Penalty: 3495.369873
	Iteration 58Q: 3 clusters Score -4996028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4996048.500000 Penalty: 3495.369873
	Iteration 59Q: 3 clusters Score -4996048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4996066.500000 Penalty: 3495.369873
	Iteration 60F: 3 clusters Score -4996066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4996083.000000 Penalty: 3495.369873
	Iteration 61Q: 3 clusters Score -4996083 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4996107.500000 Penalty: 3495.369873
	Iteration 62Q: 3 clusters Score -4996108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4996123.500000 Penalty: 3495.369873
	Iteration 63Q: 3 clusters Score -4996124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -4996143.000000 Penalty: 3495.369873
	Iteration 64Q: 3 clusters Score -4996143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4996172.500000 Penalty: 3495.369873
	Iteration 65Q: 3 clusters Score -4996172 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4996189.000000 Penalty: 3495.369873
	Iteration 66Q: 3 clusters Score -4996189 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4996214.500000 Penalty: 3495.369873
	Iteration 67Q: 3 clusters Score -4996214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4996239.000000 Penalty: 3495.369873
	Iteration 68Q: 3 clusters Score -4996239 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4996225.000000 Penalty: 3495.369873
	Iteration 69Q: 3 clusters Score -4996225 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4996242.500000 Penalty: 3495.369873
	Iteration 70Q: 3 clusters Score -4996242 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4996246.500000 Penalty: 3495.369873
	Iteration 71Q: 3 clusters Score -4996246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4996255.500000 Penalty: 3495.369873
	Iteration 72Q: 3 clusters Score -4996256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4996282.500000 Penalty: 3495.369873
	Iteration 73Q: 3 clusters Score -4996282 nChanged 143
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Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 25495 members 
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Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 25594 members 
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Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 25688 members 
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Mstep: Class 1 contains 20973 members 
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Mstep: Class 1 contains 20860 members 
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Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 26110 members 
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Mstep: Class 1 contains 20654 members 
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Mstep: Class 1 contains 20556 members 
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Mstep: Class 1 contains 20366 members 
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Mstep: Class 1 contains 20258 members 
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Mstep: Class 1 contains 20149 members 
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Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 26933 members 
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Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 27052 members 
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Mstep: Class 1 contains 19667 members 
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Mstep: Class 1 contains 19504 members 
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Mstep: Class 1 contains 19347 members 
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Mstep: Class 1 contains 19013 members 
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Mstep: Class 1 contains 18829 members 
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Mstep: Class 1 contains 18453 members 
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Mstep: Class 1 contains 18242 members 
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Mstep: Class 1 contains 17529 members 
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Mstep: Class 1 contains 16731 members 
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Mstep: Class 1 contains 13807 members 
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Mstep: Class 1 contains 11928 members 
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Mstep: Class 1 contains 11542 members 
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Mstep: Class 1 contains 11163 members 
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Mstep: Class 1 contains 10800 members 
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Mstep: Class 1 contains 10433 members 
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Mstep: Class 1 contains 9170 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5001363.500000 Penalty: 3495.369873
	Iteration 168Q: 3 clusters Score -5001364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5001362.500000 Penalty: 3495.369873
	Iteration 169Q: 3 clusters Score -5001362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5001365.500000 Penalty: 3495.369873
	Iteration 170Q: 3 clusters Score -5001366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5001378.000000 Penalty: 3495.369873
	Iteration 171Q: 3 clusters Score -5001378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -5001395.500000 Penalty: 3495.369873
	Iteration 172Q: 3 clusters Score -5001396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5001395.500000 Penalty: 3495.369873
	Iteration 173Q: 3 clusters Score -5001396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -5001400.500000 Penalty: 3495.369873
	Iteration 174Q: 3 clusters Score -5001400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5001394.500000 Penalty: 3495.369873
	Iteration 175Q: 3 clusters Score -5001394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5001398.000000 Penalty: 3495.369873
	Iteration 176Q: 3 clusters Score -5001398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5001400.000000 Penalty: 3495.369873
	Iteration 177Q: 3 clusters Score -5001400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -5001402.500000 Penalty: 3495.369873
	Iteration 178Q: 3 clusters Score -5001402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5001403.000000 Penalty: 3495.369873
	Iteration 179Q: 3 clusters Score -5001403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5001404.500000 Penalty: 3495.369873
	Iteration 180F: 3 clusters Score -5001404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -5001412.000000 Penalty: 3495.369873
	Iteration 181Q: 3 clusters Score -5001412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -5001414.000000 Penalty: 3495.369873
	Iteration 182Q: 3 clusters Score -5001414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5001420.000000 Penalty: 3495.369873
	Iteration 183Q: 3 clusters Score -5001420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5001418.500000 Penalty: 3495.369873
	Iteration 184Q: 3 clusters Score -5001418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5001418.500000 Penalty: 3495.369873
	Iteration 185F: 3 clusters Score -5001418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Entering Unmasked Estep 
Score: -6794162.000000 Penalty: 1797.189819
	Iteration 0F: 2 clusters Score -6794162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6751744.000000 Penalty: 3594.379639
	Iteration 0F: 3 clusters Score -6751744 nChanged 30202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -6768901.500000 Penalty: 3594.379639
	Iteration 1F: 3 clusters Score -6768902 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6769654.500000 Penalty: 3594.379639
	Iteration 2Q: 3 clusters Score -6769654 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -6770666.000000 Penalty: 3594.379639
	Iteration 3Q: 3 clusters Score -6770666 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6771903.000000 Penalty: 3594.379639
	Iteration 4Q: 3 clusters Score -6771903 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6773411.500000 Penalty: 3594.379639
	Iteration 5F: 3 clusters Score -6773412 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -6775310.500000 Penalty: 3594.379639
	Iteration 6F: 3 clusters Score -6775310 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -6777748.000000 Penalty: 3594.379639
	Iteration 7F: 3 clusters Score -6777748 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -6780538.500000 Penalty: 3594.379639
	Iteration 8F: 3 clusters Score -6780538 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -6782988.500000 Penalty: 3594.379639
	Iteration 9F: 3 clusters Score -6782988 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -6784470.500000 Penalty: 3594.379639
	Iteration 10Q: 3 clusters Score -6784470 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -6785179.000000 Penalty: 3594.379639
	Iteration 11Q: 3 clusters Score -6785179 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6785545.000000 Penalty: 3594.379639
	Iteration 12Q: 3 clusters Score -6785545 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6785760.000000 Penalty: 3594.379639
	Iteration 13Q: 3 clusters Score -6785760 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6785987.500000 Penalty: 3594.379639
	Iteration 14Q: 3 clusters Score -6785988 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6786163.000000 Penalty: 3594.379639
	Iteration 15Q: 3 clusters Score -6786163 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6786274.500000 Penalty: 3594.379639
	Iteration 16Q: 3 clusters Score -6786274 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -6786355.000000 Penalty: 3594.379639
	Iteration 17Q: 3 clusters Score -6786355 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -6786464.500000 Penalty: 3594.379639
	Iteration 18Q: 3 clusters Score -6786464 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6786566.000000 Penalty: 3594.379639
	Iteration 19Q: 3 clusters Score -6786566 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -6786640.000000 Penalty: 3594.379639
	Iteration 20F: 3 clusters Score -6786640 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6786668.500000 Penalty: 3594.379639
	Iteration 21Q: 3 clusters Score -6786668 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6786703.500000 Penalty: 3594.379639
	Iteration 22Q: 3 clusters Score -6786704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -6786728.000000 Penalty: 3594.379639
	Iteration 23Q: 3 clusters Score -6786728 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -6786783.000000 Penalty: 3594.379639
	Iteration 24Q: 3 clusters Score -6786783 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6786802.000000 Penalty: 3594.379639
	Iteration 25Q: 3 clusters Score -6786802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6786832.000000 Penalty: 3594.379639
	Iteration 26Q: 3 clusters Score -6786832 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6786834.000000 Penalty: 3594.379639
	Iteration 27Q: 3 clusters Score -6786834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6786837.500000 Penalty: 3594.379639
	Iteration 28Q: 3 clusters Score -6786838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -6786857.500000 Penalty: 3594.379639
	Iteration 29Q: 3 clusters Score -6786858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -6786864.000000 Penalty: 3594.379639
	Iteration 30Q: 3 clusters Score -6786864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6786880.500000 Penalty: 3594.379639
	Iteration 31Q: 3 clusters Score -6786880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -6786890.500000 Penalty: 3594.379639
	Iteration 32Q: 3 clusters Score -6786890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -6786916.500000 Penalty: 3594.379639
	Iteration 33Q: 3 clusters Score -6786916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -6786925.000000 Penalty: 3594.379639
	Iteration 34Q: 3 clusters Score -6786925 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6786919.500000 Penalty: 3594.379639
	Iteration 35Q: 3 clusters Score -6786920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6786911.500000 Penalty: 3594.379639
	Iteration 36Q: 3 clusters Score -6786912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -6786928.500000 Penalty: 3594.379639
	Iteration 37Q: 3 clusters Score -6786928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6786968.500000 Penalty: 3594.379639
	Iteration 38Q: 3 clusters Score -6786968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -6786961.000000 Penalty: 3594.379639
	Iteration 39Q: 3 clusters Score -6786961 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6786939.500000 Penalty: 3594.379639
	Iteration 40F: 3 clusters Score -6786940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6786957.500000 Penalty: 3594.379639
	Iteration 41Q: 3 clusters Score -6786958 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -6786966.500000 Penalty: 3594.379639
	Iteration 42Q: 3 clusters Score -6786966 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -6786985.500000 Penalty: 3594.379639
	Iteration 43Q: 3 clusters Score -6786986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6786994.500000 Penalty: 3594.379639
	Iteration 44Q: 3 clusters Score -6786994 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -6787027.500000 Penalty: 3594.379639
	Iteration 45Q: 3 clusters Score -6787028 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -6787038.000000 Penalty: 3594.379639
	Iteration 46Q: 3 clusters Score -6787038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -6787058.000000 Penalty: 3594.379639
	Iteration 47Q: 3 clusters Score -6787058 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -6787115.500000 Penalty: 3594.379639
	Iteration 48Q: 3 clusters Score -6787116 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6787151.500000 Penalty: 3594.379639
	Iteration 49Q: 3 clusters Score -6787152 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6787174.500000 Penalty: 3594.379639
	Iteration 50Q: 3 clusters Score -6787174 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6787186.500000 Penalty: 3594.379639
	Iteration 51Q: 3 clusters Score -6787186 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -6787218.000000 Penalty: 3594.379639
	Iteration 52Q: 3 clusters Score -6787218 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -6787245.500000 Penalty: 3594.379639
	Iteration 53Q: 3 clusters Score -6787246 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -6787269.000000 Penalty: 3594.379639
	Iteration 54Q: 3 clusters Score -6787269 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6787315.500000 Penalty: 3594.379639
	Iteration 55Q: 3 clusters Score -6787316 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6787360.000000 Penalty: 3594.379639
	Iteration 56Q: 3 clusters Score -6787360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6787408.500000 Penalty: 3594.379639
	Iteration 57Q: 3 clusters Score -6787408 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6787442.000000 Penalty: 3594.379639
	Iteration 58Q: 3 clusters Score -6787442 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -6787531.000000 Penalty: 3594.379639
	Iteration 59Q: 3 clusters Score -6787531 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6787616.000000 Penalty: 3594.379639
	Iteration 60F: 3 clusters Score -6787616 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6787693.000000 Penalty: 3594.379639
	Iteration 61Q: 3 clusters Score -6787693 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -6787779.000000 Penalty: 3594.379639
	Iteration 62Q: 3 clusters Score -6787779 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6787912.000000 Penalty: 3594.379639
	Iteration 63Q: 3 clusters Score -6787912 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -6788060.500000 Penalty: 3594.379639
	Iteration 64Q: 3 clusters Score -6788060 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -6788260.000000 Penalty: 3594.379639
	Iteration 65Q: 3 clusters Score -6788260 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6788437.500000 Penalty: 3594.379639
	Iteration 66Q: 3 clusters Score -6788438 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6788672.500000 Penalty: 3594.379639
	Iteration 67Q: 3 clusters Score -6788672 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6788859.500000 Penalty: 3594.379639
	Iteration 68Q: 3 clusters Score -6788860 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -6789074.500000 Penalty: 3594.379639
	Iteration 69Q: 3 clusters Score -6789074 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -6789283.000000 Penalty: 3594.379639
	Iteration 70Q: 3 clusters Score -6789283 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -6789532.000000 Penalty: 3594.379639
	Iteration 71Q: 3 clusters Score -6789532 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -6789870.000000 Penalty: 3594.379639
	Iteration 72Q: 3 clusters Score -6789870 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -6790194.000000 Penalty: 3594.379639
	Iteration 73Q: 3 clusters Score -6790194 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -6790476.500000 Penalty: 3594.379639
	Iteration 74Q: 3 clusters Score -6790476 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -6790858.000000 Penalty: 3594.379639
	Iteration 75Q: 3 clusters Score -6790858 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -6791219.500000 Penalty: 3594.379639
	Iteration 76Q: 3 clusters Score -6791220 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -6791469.500000 Penalty: 3594.379639
	Iteration 77Q: 3 clusters Score -6791470 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -6791728.500000 Penalty: 3594.379639
	Iteration 78Q: 3 clusters Score -6791728 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -6792044.000000 Penalty: 3594.379639
	Iteration 79Q: 3 clusters Score -6792044 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -6792316.000000 Penalty: 3594.379639
	Iteration 80F: 3 clusters Score -6792316 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -6792582.000000 Penalty: 3594.379639
	Iteration 81Q: 3 clusters Score -6792582 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -6792776.000000 Penalty: 3594.379639
	Iteration 82Q: 3 clusters Score -6792776 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -6792934.000000 Penalty: 3594.379639
	Iteration 83Q: 3 clusters Score -6792934 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -6793095.000000 Penalty: 3594.379639
	Iteration 84Q: 3 clusters Score -6793095 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -6793206.000000 Penalty: 3594.379639
	Iteration 85Q: 3 clusters Score -6793206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -6793281.000000 Penalty: 3594.379639
	Iteration 86Q: 3 clusters Score -6793281 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -6793324.500000 Penalty: 3594.379639
	Iteration 87Q: 3 clusters Score -6793324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -6793363.000000 Penalty: 3594.379639
	Iteration 88Q: 3 clusters Score -6793363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -6793392.000000 Penalty: 3594.379639
	Iteration 89Q: 3 clusters Score -6793392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -6793419.000000 Penalty: 3594.379639
	Iteration 90Q: 3 clusters Score -6793419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -6793431.000000 Penalty: 3594.379639
	Iteration 91Q: 3 clusters Score -6793431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6793427.500000 Penalty: 3594.379639
	Iteration 92Q: 3 clusters Score -6793428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -6793429.000000 Penalty: 3594.379639
	Iteration 93Q: 3 clusters Score -6793429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -6793440.500000 Penalty: 3594.379639
	Iteration 94Q: 3 clusters Score -6793440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -6793443.500000 Penalty: 3594.379639
	Iteration 95Q: 3 clusters Score -6793444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -6793455.000000 Penalty: 3594.379639
	Iteration 96Q: 3 clusters Score -6793455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -6793451.500000 Penalty: 3594.379639
	Iteration 97Q: 3 clusters Score -6793452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -6793453.000000 Penalty: 3594.379639
	Iteration 98Q: 3 clusters Score -6793453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -6793452.500000 Penalty: 3594.379639
	Iteration 99Q: 3 clusters Score -6793452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -6793456.000000 Penalty: 3594.379639
	Iteration 100F: 3 clusters Score -6793456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -6793459.000000 Penalty: 3594.379639
	Iteration 101Q: 3 clusters Score -6793459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6793462.000000 Penalty: 3594.379639
	Iteration 102Q: 3 clusters Score -6793462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -6793458.500000 Penalty: 3594.379639
	Iteration 103Q: 3 clusters Score -6793458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -6793461.500000 Penalty: 3594.379639
	Iteration 104Q: 3 clusters Score -6793462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6793463.000000 Penalty: 3594.379639
	Iteration 105Q: 3 clusters Score -6793463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6793460.000000 Penalty: 3594.379639
	Iteration 106Q: 3 clusters Score -6793460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -6793465.000000 Penalty: 3594.379639
	Iteration 107Q: 3 clusters Score -6793465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -6793463.000000 Penalty: 3594.379639
	Iteration 108Q: 3 clusters Score -6793463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -6793466.000000 Penalty: 3594.379639
	Iteration 109Q: 3 clusters Score -6793466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -6793466.000000 Penalty: 3594.379639
	Iteration 110F: 3 clusters Score -6793466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -226320.546875 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -226320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -224035.015625 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -224035 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224724.687500 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -224724.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -225076.328125 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -225076.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -225342.484375 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -225342.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225543.421875 Penalty: 2523.810059
	Iteration 4F: 3 clusters Score -225543.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -225662.171875 Penalty: 2523.810059
	Iteration 5F: 3 clusters Score -225662.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -225731.437500 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -225731.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -225772.718750 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -225772.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -225794.812500 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -225794.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -225820.937500 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -225820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -225842.296875 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -225842.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225855.093750 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -225855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225859.015625 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -225859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -225859.843750 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -225859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -225859.843750 Penalty: 2523.810059
	Iteration 14F: 3 clusters Score -225859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Entering Unmasked Estep 
Score: -4872944.500000 Penalty: 1741.921265
	Iteration 0F: 2 clusters Score -4872944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4842602.000000 Penalty: 3483.842529
	Iteration 0F: 3 clusters Score -4842602 nChanged 21169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4854485.000000 Penalty: 3483.842529
	Iteration 1F: 3 clusters Score -4854485 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4854882.000000 Penalty: 3483.842529
	Iteration 2Q: 3 clusters Score -4854882 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4855429.500000 Penalty: 3483.842529
	Iteration 3Q: 3 clusters Score -4855430 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4856077.000000 Penalty: 3483.842529
	Iteration 4Q: 3 clusters Score -4856077 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4857214.500000 Penalty: 3483.842529
	Iteration 5F: 3 clusters Score -4857214 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4858997.500000 Penalty: 3483.842529
	Iteration 6F: 3 clusters Score -4858998 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4861900.000000 Penalty: 3483.842529
	Iteration 7F: 3 clusters Score -4861900 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -4865482.500000 Penalty: 3483.842529
	Iteration 8F: 3 clusters Score -4865482 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -4868595.000000 Penalty: 3483.842529
	Iteration 9F: 3 clusters Score -4868595 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -4870357.500000 Penalty: 3483.842529
	Iteration 10Q: 3 clusters Score -4870358 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -4871009.000000 Penalty: 3483.842529
	Iteration 11Q: 3 clusters Score -4871009 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -4871221.500000 Penalty: 3483.842529
	Iteration 12Q: 3 clusters Score -4871222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -4871325.500000 Penalty: 3483.842529
	Iteration 13Q: 3 clusters Score -4871326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -4871378.500000 Penalty: 3483.842529
	Iteration 14Q: 3 clusters Score -4871378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -4871397.500000 Penalty: 3483.842529
	Iteration 15Q: 3 clusters Score -4871398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -4871404.500000 Penalty: 3483.842529
	Iteration 16Q: 3 clusters Score -4871404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -4871411.500000 Penalty: 3483.842529
	Iteration 17Q: 3 clusters Score -4871412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4871421.500000 Penalty: 3483.842529
	Iteration 18Q: 3 clusters Score -4871422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -4871422.000000 Penalty: 3483.842529
	Iteration 19Q: 3 clusters Score -4871422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -4871426.000000 Penalty: 3483.842529
	Iteration 20F: 3 clusters Score -4871426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -4871427.500000 Penalty: 3483.842529
	Iteration 21Q: 3 clusters Score -4871428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -4871427.500000 Penalty: 3483.842529
	Iteration 22F: 3 clusters Score -4871428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -176354.031250 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -176354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174447.234375 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -174447.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174805.671875 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -174805.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174910.750000 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -174910.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174974.000000 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -174974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175011.578125 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -175011.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175044.906250 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -175044.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -175065.781250 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -175065.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -175086.843750 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -175086.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175107.750000 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -175107.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -175127.843750 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -175127.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175141.015625 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -175141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175153.125000 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -175153.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175161.609375 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -175161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -175167.093750 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -175167.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175174.218750 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -175174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175180.515625 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -175180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -175187.562500 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -175187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175196.265625 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -175196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175199.718750 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -175199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175200.453125 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -175200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175201.593750 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -175201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175202.187500 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -175202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -175202.609375 Penalty: 2411.493408
	Iteration 22Q: 3 clusters Score -175202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175203.234375 Penalty: 2411.493408
	Iteration 23Q: 3 clusters Score -175203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175203.234375 Penalty: 2411.493408
	Iteration 24F: 3 clusters Score -175203.2 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210685456.000000 Penalty: 47212.105469
23->21 Clusters: Score -210685456.000000, best is -210772544.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 29367 members 
Mstep: Class 3 contains 29632 members 
Mstep: Class 4 contains 29445 members 
Mstep: Class 5 contains 29543 members 
Mstep: Class 6 contains 29585 members 
Mstep: Class 7 contains 29660 members 
Mstep: Class 8 contains 29670 members 
Mstep: Class 9 contains 29568 members 
Mstep: Class 10 contains 29439 members 
Mstep: Class 11 contains 29467 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 29371 members 
Mstep: Class 15 contains 29649 members 
Mstep: Class 16 contains 29491 members 
Mstep: Class 17 contains 29480 members 
Mstep: Class 18 contains 29582 members 
Mstep: Class 19 contains 29576 members 
Mstep: Class 20 contains 29568 members 
Mstep: Class 21 contains 29386 members 
Mstep: Class 22 contains 29457 members 
Mstep: Class 23 contains 29561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 253.878113 but Gain 2182.082031
Score: -67347832.000000 Penalty: 48005.773438
Iteration 0F: 23 clusters Score -6.734783e+07 nChanged 647663
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 57664 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 19766 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 15716 members 
Mstep: Class 8 contains 17126 members 
Mstep: Class 9 contains 31522 members 
Mstep: Class 11 contains 17071 members 
Mstep: Class 12 contains 49730 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 40199 members 
Mstep: Class 15 contains 17682 members 
Mstep: Class 16 contains 50827 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 39061 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 24030 members 
Mstep: Class 23 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1458.580444 but Gain 2182.082031
Score: -69100064.000000 Penalty: 45823.691406
Iteration 1F: 22 clusters Score -6.910006e+07 nChanged 231631
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 272024 members 
Mstep: Class 2 contains 54346 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 5 contains 19401 members 
Mstep: Class 6 contains 28003 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 16143 members 
Mstep: Class 9 contains 26500 members 
Mstep: Class 11 contains 11573 members 
Mstep: Class 12 contains 42305 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 29000 members 
Mstep: Class 15 contains 17754 members 
Mstep: Class 16 contains 48500 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 21705 members 
Mstep: Class 20 contains 38477 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 14741 members 
Mstep: Class 23 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 906.372986 but Gain 2182.078125
Score: -69423792.000000 Penalty: 43641.613281
Iteration 2F: 21 clusters Score -6.942379e+07 nChanged 165043
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 306822 members 
Mstep: Class 2 contains 45090 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 34267 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 18385 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 36389 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 17599 members 
Mstep: Class 15 contains 13458 members 
Mstep: Class 16 contains 47715 members 
Mstep: Class 17 contains 8896 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 19599 members 
Mstep: Class 20 contains 49682 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1972.098877 but Gain 2182.082031
Score: -69612432.000000 Penalty: 41459.531250
Iteration 3F: 20 clusters Score -6.961243e+07 nChanged 127628
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 310511 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 5 contains 22411 members 
Mstep: Class 6 contains 42803 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 22438 members 
Mstep: Class 9 contains 15997 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 30787 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 10724 members 
Mstep: Class 16 contains 50165 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 16957 members 
Mstep: Class 20 contains 62315 members 
Mstep: Class 22 contains 6351 members 
Mstep: Class 23 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1752.657227 but Gain 2182.082031
Score: -69741944.000000 Penalty: 39277.449219
Iteration 4F: 19 clusters Score -6.974194e+07 nChanged 96153
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 304293 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 5 contains 25164 members 
Mstep: Class 6 contains 50320 members 
Mstep: Class 7 contains 11309 members 
Mstep: Class 8 contains 25587 members 
Mstep: Class 9 contains 13407 members 
Mstep: Class 11 contains 8573 members 
Mstep: Class 12 contains 24943 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 55147 members 
Mstep: Class 17 contains 15369 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 13920 members 
Mstep: Class 20 contains 71894 members 
Mstep: Class 22 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2161.849121 but Gain 2182.078125
Score: -69835184.000000 Penalty: 37095.371094
Iteration 5F: 18 clusters Score -6.983518e+07 nChanged 73684
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 298179 members 
Mstep: Class 2 contains 27548 members 
Mstep: Class 5 contains 27667 members 
Mstep: Class 6 contains 55999 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 27898 members 
Mstep: Class 9 contains 12141 members 
Mstep: Class 11 contains 11048 members 
Mstep: Class 12 contains 19571 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 60682 members 
Mstep: Class 17 contains 18157 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 75761 members 
Mstep: Class 22 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69903592.000000 Penalty: 37095.371094
Iteration 6F: 18 clusters Score -6.990359e+07 nChanged 56800
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 289663 members 
Mstep: Class 2 contains 24114 members 
Mstep: Class 5 contains 29502 members 
Mstep: Class 6 contains 60362 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 11582 members 
Mstep: Class 11 contains 14435 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 16 contains 64408 members 
Mstep: Class 17 contains 21011 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 75674 members 
Mstep: Class 22 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69955880.000000 Penalty: 37095.371094
Iteration 7F: 18 clusters Score -6.995588e+07 nChanged 48857
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 281317 members 
Mstep: Class 2 contains 21504 members 
Mstep: Class 5 contains 30745 members 
Mstep: Class 6 contains 64354 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 33780 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 12872 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 65741 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 74565 members 
Mstep: Class 22 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69998712.000000 Penalty: 37095.371094
Iteration 8F: 18 clusters Score -6.999871e+07 nChanged 43381
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 273183 members 
Mstep: Class 2 contains 19101 members 
Mstep: Class 5 contains 31885 members 
Mstep: Class 6 contains 68113 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 36986 members 
Mstep: Class 9 contains 11652 members 
Mstep: Class 11 contains 23109 members 
Mstep: Class 12 contains 11502 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 15 contains 10084 members 
Mstep: Class 16 contains 64744 members 
Mstep: Class 17 contains 27770 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 73111 members 
Mstep: Class 22 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037088.000000 Penalty: 37095.371094
Iteration 9F: 18 clusters Score -7.003709e+07 nChanged 38014
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 266357 members 
Mstep: Class 2 contains 16520 members 
Mstep: Class 5 contains 33242 members 
Mstep: Class 6 contains 71467 members 
Mstep: Class 7 contains 10130 members 
Mstep: Class 8 contains 39640 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 11 contains 27418 members 
Mstep: Class 12 contains 10860 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 62518 members 
Mstep: Class 17 contains 31370 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 71630 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068600.000000 Penalty: 37095.371094
Iteration 10F: 18 clusters Score -7.00686e+07 nChanged 33416
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 260814 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 5 contains 34772 members 
Mstep: Class 6 contains 74717 members 
Mstep: Class 7 contains 9615 members 
Mstep: Class 8 contains 41302 members 
Mstep: Class 9 contains 12589 members 
Mstep: Class 11 contains 30987 members 
Mstep: Class 12 contains 10554 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 59916 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 70139 members 
Mstep: Class 22 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70094368.000000 Penalty: 37095.371094
Iteration 11Q: 18 clusters Score -7.009437e+07 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 255541 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 5 contains 35948 members 
Mstep: Class 6 contains 77772 members 
Mstep: Class 7 contains 9225 members 
Mstep: Class 8 contains 42345 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 10492 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 57522 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 68618 members 
Mstep: Class 22 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70116064.000000 Penalty: 37095.371094
Iteration 12Q: 18 clusters Score -7.011606e+07 nChanged 23766
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 250600 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 5 contains 36814 members 
Mstep: Class 6 contains 80645 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 42870 members 
Mstep: Class 9 contains 13951 members 
Mstep: Class 11 contains 36515 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 15 contains 9482 members 
Mstep: Class 16 contains 55521 members 
Mstep: Class 17 contains 41456 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 66991 members 
Mstep: Class 22 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70131336.000000 Penalty: 37095.371094
Iteration 13Q: 18 clusters Score -7.013134e+07 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 245923 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 83332 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 43134 members 
Mstep: Class 9 contains 14575 members 
Mstep: Class 11 contains 38337 members 
Mstep: Class 12 contains 10437 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 15 contains 9280 members 
Mstep: Class 16 contains 54130 members 
Mstep: Class 17 contains 44090 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 65240 members 
Mstep: Class 22 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70141976.000000 Penalty: 37095.371094
Iteration 14Q: 18 clusters Score -7.014198e+07 nChanged 16535
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 241614 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 5 contains 37843 members 
Mstep: Class 6 contains 85940 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 15161 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 15 contains 9078 members 
Mstep: Class 16 contains 53263 members 
Mstep: Class 17 contains 46352 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 63365 members 
Mstep: Class 22 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70150136.000000 Penalty: 37095.371094
Iteration 15Q: 18 clusters Score -7.015014e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 237838 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 5 contains 38093 members 
Mstep: Class 6 contains 88356 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 43597 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 11 contains 40734 members 
Mstep: Class 12 contains 10403 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 15 contains 8877 members 
Mstep: Class 16 contains 52825 members 
Mstep: Class 17 contains 48257 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 20 contains 61396 members 
Mstep: Class 22 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70155968.000000 Penalty: 37095.371094
Iteration 16Q: 18 clusters Score -7.015597e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 234469 members 
Mstep: Class 2 contains 6529 members 
Mstep: Class 5 contains 38218 members 
Mstep: Class 6 contains 90646 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 43864 members 
Mstep: Class 9 contains 16339 members 
Mstep: Class 11 contains 41518 members 
Mstep: Class 12 contains 10349 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 49939 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 59472 members 
Mstep: Class 22 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70161008.000000 Penalty: 37095.371094
Iteration 17Q: 18 clusters Score -7.016101e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 231813 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 5 contains 38308 members 
Mstep: Class 6 contains 92750 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 44127 members 
Mstep: Class 9 contains 16874 members 
Mstep: Class 11 contains 42125 members 
Mstep: Class 12 contains 10304 members 
Mstep: Class 13 contains 12918 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 52399 members 
Mstep: Class 17 contains 51306 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 57499 members 
Mstep: Class 22 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70164544.000000 Penalty: 37095.371094
Iteration 18Q: 18 clusters Score -7.016454e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 229744 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 5 contains 38342 members 
Mstep: Class 6 contains 94702 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 44346 members 
Mstep: Class 9 contains 17313 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 10226 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 52281 members 
Mstep: Class 17 contains 52441 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 55620 members 
Mstep: Class 22 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70167344.000000 Penalty: 37095.371094
Iteration 19Q: 18 clusters Score -7.016734e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 228211 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 5 contains 38381 members 
Mstep: Class 6 contains 96474 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 44531 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 11 contains 42938 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 52189 members 
Mstep: Class 17 contains 53435 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 53824 members 
Mstep: Class 22 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70171168.000000 Penalty: 37095.371094
Iteration 20F: 18 clusters Score -7.017117e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 226235 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 5 contains 38210 members 
Mstep: Class 6 contains 97883 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 44674 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 10003 members 
Mstep: Class 13 contains 15791 members 
Mstep: Class 15 contains 7722 members 
Mstep: Class 16 contains 52027 members 
Mstep: Class 17 contains 54225 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 52204 members 
Mstep: Class 22 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70174824.000000 Penalty: 37095.371094
Iteration 21Q: 18 clusters Score -7.017482e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 224800 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 5 contains 38065 members 
Mstep: Class 6 contains 99058 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 44797 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 11 contains 43384 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 15 contains 7492 members 
Mstep: Class 16 contains 51921 members 
Mstep: Class 17 contains 54890 members 
Mstep: Class 18 contains 1715 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 50696 members 
Mstep: Class 22 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70177752.000000 Penalty: 37095.371094
Iteration 22Q: 18 clusters Score -7.017775e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 223717 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 5 contains 37916 members 
Mstep: Class 6 contains 100037 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 44926 members 
Mstep: Class 9 contains 18645 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 18291 members 
Mstep: Class 15 contains 7297 members 
Mstep: Class 16 contains 51832 members 
Mstep: Class 17 contains 55518 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 49266 members 
Mstep: Class 22 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70179816.000000 Penalty: 37095.371094
Iteration 23Q: 18 clusters Score -7.017982e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 223061 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 5 contains 37748 members 
Mstep: Class 6 contains 100804 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 45040 members 
Mstep: Class 9 contains 18902 members 
Mstep: Class 11 contains 43703 members 
Mstep: Class 12 contains 9536 members 
Mstep: Class 13 contains 19327 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 56059 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 47925 members 
Mstep: Class 22 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70181496.000000 Penalty: 37095.371094
Iteration 24Q: 18 clusters Score -7.01815e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 222713 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 5 contains 37610 members 
Mstep: Class 6 contains 101358 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 45124 members 
Mstep: Class 9 contains 19130 members 
Mstep: Class 11 contains 43804 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 20299 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 51704 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 46659 members 
Mstep: Class 22 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70183264.000000 Penalty: 37095.371094
Iteration 25Q: 18 clusters Score -7.018326e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 5 contains 37494 members 
Mstep: Class 6 contains 101698 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 45186 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 11 contains 43892 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 21209 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 51663 members 
Mstep: Class 17 contains 56983 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 22 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70184944.000000 Penalty: 37095.371094
Iteration 26Q: 18 clusters Score -7.018494e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 222766 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 5 contains 37373 members 
Mstep: Class 6 contains 101879 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 45244 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 11 contains 43965 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 22022 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 51631 members 
Mstep: Class 17 contains 57378 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 866 members 
Mstep: Class 20 contains 44404 members 
Mstep: Class 22 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70186064.000000 Penalty: 37095.371094
Iteration 27Q: 18 clusters Score -7.018606e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 223081 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 5 contains 37244 members 
Mstep: Class 6 contains 101883 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 45288 members 
Mstep: Class 9 contains 19642 members 
Mstep: Class 11 contains 44044 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 22759 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 51606 members 
Mstep: Class 17 contains 57722 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 43480 members 
Mstep: Class 22 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187048.000000 Penalty: 37095.371094
Iteration 28Q: 18 clusters Score -7.018705e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 223625 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 5 contains 37127 members 
Mstep: Class 6 contains 101742 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 45333 members 
Mstep: Class 9 contains 19753 members 
Mstep: Class 11 contains 44100 members 
Mstep: Class 12 contains 8519 members 
Mstep: Class 13 contains 23403 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 51584 members 
Mstep: Class 17 contains 58042 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 42631 members 
Mstep: Class 22 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187704.000000 Penalty: 37095.371094
Iteration 29Q: 18 clusters Score -7.01877e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 224157 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 5 contains 37014 members 
Mstep: Class 6 contains 101479 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 45372 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 11 contains 44162 members 
Mstep: Class 12 contains 8340 members 
Mstep: Class 13 contains 24042 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 51561 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 865 members 
Mstep: Class 20 contains 41869 members 
Mstep: Class 22 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188520.000000 Penalty: 37095.371094
Iteration 30Q: 18 clusters Score -7.018852e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 224728 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 5 contains 36908 members 
Mstep: Class 6 contains 101121 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 45423 members 
Mstep: Class 9 contains 19953 members 
Mstep: Class 11 contains 44220 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 13 contains 24652 members 
Mstep: Class 15 contains 5855 members 
Mstep: Class 16 contains 51545 members 
Mstep: Class 17 contains 58616 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 858 members 
Mstep: Class 20 contains 41120 members 
Mstep: Class 22 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70189584.000000 Penalty: 37095.371094
Iteration 31Q: 18 clusters Score -7.018958e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 225324 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 5 contains 36807 members 
Mstep: Class 6 contains 100706 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 45466 members 
Mstep: Class 9 contains 20054 members 
Mstep: Class 11 contains 44301 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 25222 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 51526 members 
Mstep: Class 17 contains 58880 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 40420 members 
Mstep: Class 22 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70190168.000000 Penalty: 37095.371094
Iteration 32Q: 18 clusters Score -7.019017e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 225928 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 5 contains 36711 members 
Mstep: Class 6 contains 100227 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 45494 members 
Mstep: Class 9 contains 20119 members 
Mstep: Class 11 contains 44395 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 25735 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 51512 members 
Mstep: Class 17 contains 59121 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 22 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70191080.000000 Penalty: 37095.371094
Iteration 33Q: 18 clusters Score -7.019108e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 226581 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 5 contains 36592 members 
Mstep: Class 6 contains 99633 members 
Mstep: Class 7 contains 8374 members 
Mstep: Class 8 contains 45514 members 
Mstep: Class 9 contains 20204 members 
Mstep: Class 11 contains 44491 members 
Mstep: Class 12 contains 7948 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 51504 members 
Mstep: Class 17 contains 59359 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 39184 members 
Mstep: Class 22 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70191984.000000 Penalty: 37095.371094
Iteration 34Q: 18 clusters Score -7.019198e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 5 contains 36464 members 
Mstep: Class 6 contains 98879 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 45534 members 
Mstep: Class 9 contains 20288 members 
Mstep: Class 11 contains 44597 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 26678 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 51493 members 
Mstep: Class 17 contains 59567 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 824 members 
Mstep: Class 20 contains 38629 members 
Mstep: Class 22 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70192904.000000 Penalty: 37095.371094
Iteration 35Q: 18 clusters Score -7.01929e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 228131 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 5 contains 36344 members 
Mstep: Class 6 contains 98099 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 45554 members 
Mstep: Class 9 contains 20336 members 
Mstep: Class 11 contains 44689 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 27101 members 
Mstep: Class 15 contains 5324 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 59785 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 818 members 
Mstep: Class 20 contains 38113 members 
Mstep: Class 22 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70193648.000000 Penalty: 37095.371094
Iteration 36Q: 18 clusters Score -7.019365e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 228945 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 5 contains 36241 members 
Mstep: Class 6 contains 97247 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 45557 members 
Mstep: Class 9 contains 20389 members 
Mstep: Class 11 contains 44800 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 27488 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 59987 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 808 members 
Mstep: Class 20 contains 37625 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194432.000000 Penalty: 37095.371094
Iteration 37Q: 18 clusters Score -7.019443e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 229630 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 5 contains 36135 members 
Mstep: Class 6 contains 96413 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 45564 members 
Mstep: Class 9 contains 20446 members 
Mstep: Class 11 contains 44915 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 27842 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 60194 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 37262 members 
Mstep: Class 22 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194808.000000 Penalty: 37095.371094
Iteration 38Q: 18 clusters Score -7.019481e+07 nChanged 2637
Entering ConstructFrom: 
Score: -70194808.000000 Penalty: 37095.371094
Entering ConstructFrom: 
Trying to split cluster 1 (230261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230261 members 
Entering Unmasked Estep 
Score: -24159816.000000 Penalty: 2006.382446
	Iteration 0F: 2 clusters Score -2.415982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -24014778.000000 Penalty: 4012.764893
	Iteration 0F: 3 clusters Score -2.401478e+07 nChanged 112024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -24081382.000000 Penalty: 4012.764893
	Iteration 1F: 3 clusters Score -2.408138e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115388 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -24082398.000000 Penalty: 4012.764893
	Iteration 2Q: 3 clusters Score -2.40824e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -24083652.000000 Penalty: 4012.764893
	Iteration 3Q: 3 clusters Score -2.408365e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 114262 members 
Entering Unmasked Estep 
Score: -24084966.000000 Penalty: 4012.764893
	Iteration 4Q: 3 clusters Score -2.408497e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -24086816.000000 Penalty: 4012.764893
	Iteration 5Q: 3 clusters Score -2.408682e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -24089640.000000 Penalty: 4012.764893
	Iteration 6Q: 3 clusters Score -2.408964e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -24094688.000000 Penalty: 4012.764893
	Iteration 7Q: 3 clusters Score -2.409469e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -24102962.000000 Penalty: 4012.764893
	Iteration 8F: 3 clusters Score -2.410296e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128455 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -24114850.000000 Penalty: 4012.764893
	Iteration 9F: 3 clusters Score -2.411485e+07 nChanged 14898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -24124838.000000 Penalty: 4012.764893
	Iteration 10F: 3 clusters Score -2.412484e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 94967 members 
Entering Unmasked Estep 
Score: -24129244.000000 Penalty: 4012.764893
	Iteration 11Q: 3 clusters Score -2.412924e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138025 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -24130760.000000 Penalty: 4012.764893
	Iteration 12Q: 3 clusters Score -2.413076e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -24131586.000000 Penalty: 4012.764893
	Iteration 13Q: 3 clusters Score -2.413159e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -24132118.000000 Penalty: 4012.764893
	Iteration 14Q: 3 clusters Score -2.413212e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -24132914.000000 Penalty: 4012.764893
	Iteration 15Q: 3 clusters Score -2.413291e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -24133872.000000 Penalty: 4012.764893
	Iteration 16Q: 3 clusters Score -2.413387e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155736 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -24134942.000000 Penalty: 4012.764893
	Iteration 17Q: 3 clusters Score -2.413494e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -24136016.000000 Penalty: 4012.764893
	Iteration 18Q: 3 clusters Score -2.413602e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165665 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -24137516.000000 Penalty: 4012.764893
	Iteration 19Q: 3 clusters Score -2.413752e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -24139538.000000 Penalty: 4012.764893
	Iteration 20F: 3 clusters Score -2.413954e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -24141610.000000 Penalty: 4012.764893
	Iteration 21Q: 3 clusters Score -2.414161e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182426 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -24143664.000000 Penalty: 4012.764893
	Iteration 22Q: 3 clusters Score -2.414366e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187935 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -24145906.000000 Penalty: 4012.764893
	Iteration 23Q: 3 clusters Score -2.414591e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193168 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -24147956.000000 Penalty: 4012.764893
	Iteration 24Q: 3 clusters Score -2.414796e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -24150006.000000 Penalty: 4012.764893
	Iteration 25Q: 3 clusters Score -2.415001e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202904 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -24151490.000000 Penalty: 4012.764893
	Iteration 26Q: 3 clusters Score -2.415149e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207383 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -24152754.000000 Penalty: 4012.764893
	Iteration 27Q: 3 clusters Score -2.415275e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211372 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -24154092.000000 Penalty: 4012.764893
	Iteration 28Q: 3 clusters Score -2.415409e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -24154760.000000 Penalty: 4012.764893
	Iteration 29Q: 3 clusters Score -2.415476e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217647 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -24155644.000000 Penalty: 4012.764893
	Iteration 30Q: 3 clusters Score -2.415564e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220005 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -24156222.000000 Penalty: 4012.764893
	Iteration 31Q: 3 clusters Score -2.415622e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222069 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -24156812.000000 Penalty: 4012.764893
	Iteration 32Q: 3 clusters Score -2.415681e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223733 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -24157270.000000 Penalty: 4012.764893
	Iteration 33Q: 3 clusters Score -2.415727e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225029 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -24157654.000000 Penalty: 4012.764893
	Iteration 34Q: 3 clusters Score -2.415765e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226077 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -24157816.000000 Penalty: 4012.764893
	Iteration 35Q: 3 clusters Score -2.415782e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226867 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -24157928.000000 Penalty: 4012.764893
	Iteration 36Q: 3 clusters Score -2.415793e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227524 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -24158056.000000 Penalty: 4012.764893
	Iteration 37Q: 3 clusters Score -2.415806e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228028 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24158066.000000 Penalty: 4012.764893
	Iteration 38Q: 3 clusters Score -2.415807e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228394 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -24158042.000000 Penalty: 4012.764893
	Iteration 39Q: 3 clusters Score -2.415804e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228677 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -24158146.000000 Penalty: 4012.764893
	Iteration 40F: 3 clusters Score -2.415815e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228930 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -24158240.000000 Penalty: 4012.764893
	Iteration 41Q: 3 clusters Score -2.415824e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24158230.000000 Penalty: 4012.764893
	Iteration 42Q: 3 clusters Score -2.415823e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229270 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24158236.000000 Penalty: 4012.764893
	Iteration 43Q: 3 clusters Score -2.415824e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229373 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -24158262.000000 Penalty: 4012.764893
	Iteration 44Q: 3 clusters Score -2.415826e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -24158314.000000 Penalty: 4012.764893
	Iteration 45Q: 3 clusters Score -2.415831e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -24158282.000000 Penalty: 4012.764893
	Iteration 46Q: 3 clusters Score -2.415828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229575 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -24158276.000000 Penalty: 4012.764893
	Iteration 47Q: 3 clusters Score -2.415828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229613 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -24158266.000000 Penalty: 4012.764893
	Iteration 48Q: 3 clusters Score -2.415827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -24158282.000000 Penalty: 4012.764893
	Iteration 49Q: 3 clusters Score -2.415828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229660 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -24158280.000000 Penalty: 4012.764893
	Iteration 50Q: 3 clusters Score -2.415828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229674 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -24158284.000000 Penalty: 4012.764893
	Iteration 51Q: 3 clusters Score -2.415828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229689 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -24158292.000000 Penalty: 4012.764893
	Iteration 52Q: 3 clusters Score -2.415829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24158318.000000 Penalty: 4012.764893
	Iteration 53Q: 3 clusters Score -2.415832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229705 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24158318.000000 Penalty: 4012.764893
	Iteration 54Q: 3 clusters Score -2.415832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229713 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -24158322.000000 Penalty: 4012.764893
	Iteration 55Q: 3 clusters Score -2.415832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229722 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -24158322.000000 Penalty: 4012.764893
	Iteration 56Q: 3 clusters Score -2.415832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229728 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24158320.000000 Penalty: 4012.764893
	Iteration 57Q: 3 clusters Score -2.415832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229734 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -24158324.000000 Penalty: 4012.764893
	Iteration 58Q: 3 clusters Score -2.415832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229739 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -24158328.000000 Penalty: 4012.764893
	Iteration 59Q: 3 clusters Score -2.415833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24158314.000000 Penalty: 4012.764893
	Iteration 60F: 3 clusters Score -2.415831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229746 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -24158302.000000 Penalty: 4012.764893
	Iteration 61Q: 3 clusters Score -2.41583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229751 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -24158298.000000 Penalty: 4012.764893
	Iteration 62Q: 3 clusters Score -2.41583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229753 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24158294.000000 Penalty: 4012.764893
	Iteration 63Q: 3 clusters Score -2.415829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229754 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -24158308.000000 Penalty: 4012.764893
	Iteration 64Q: 3 clusters Score -2.415831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229757 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -24158316.000000 Penalty: 4012.764893
	Iteration 65Q: 3 clusters Score -2.415832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229759 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -24158306.000000 Penalty: 4012.764893
	Iteration 66Q: 3 clusters Score -2.415831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229763 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -24158308.000000 Penalty: 4012.764893
	Iteration 67Q: 3 clusters Score -2.415831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229765 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -24158308.000000 Penalty: 4012.764893
	Iteration 68Q: 3 clusters Score -2.415831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229766 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -24158312.000000 Penalty: 4012.764893
	Iteration 69Q: 3 clusters Score -2.415831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229766 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -24158312.000000 Penalty: 4012.764893
	Iteration 70F: 3 clusters Score -2.415831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -400927.656250 Penalty: 1340.768188
	Iteration 0F: 2 clusters Score -400927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -397717.093750 Penalty: 2681.536377
	Iteration 0F: 3 clusters Score -397717.1 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -398498.968750 Penalty: 2681.536377
	Iteration 1F: 3 clusters Score -398499 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -398648.531250 Penalty: 2681.536377
	Iteration 2F: 3 clusters Score -398648.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -398749.093750 Penalty: 2681.536377
	Iteration 3F: 3 clusters Score -398749.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -398826.406250 Penalty: 2681.536377
	Iteration 4Q: 3 clusters Score -398826.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -398891.593750 Penalty: 2681.536377
	Iteration 5Q: 3 clusters Score -398891.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -398951.250000 Penalty: 2681.536377
	Iteration 6Q: 3 clusters Score -398951.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -399018.250000 Penalty: 2681.536377
	Iteration 7Q: 3 clusters Score -399018.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -399088.656250 Penalty: 2681.536377
	Iteration 8Q: 3 clusters Score -399088.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -399152.656250 Penalty: 2681.536377
	Iteration 9Q: 3 clusters Score -399152.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -399212.187500 Penalty: 2681.536377
	Iteration 10Q: 3 clusters Score -399212.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -399275.375000 Penalty: 2681.536377
	Iteration 11Q: 3 clusters Score -399275.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -399341.968750 Penalty: 2681.536377
	Iteration 12Q: 3 clusters Score -399342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -399403.562500 Penalty: 2681.536377
	Iteration 13Q: 3 clusters Score -399403.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -399463.625000 Penalty: 2681.536377
	Iteration 14Q: 3 clusters Score -399463.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -399515.906250 Penalty: 2681.536377
	Iteration 15Q: 3 clusters Score -399515.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -399569.093750 Penalty: 2681.536377
	Iteration 16Q: 3 clusters Score -399569.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -399623.906250 Penalty: 2681.536377
	Iteration 17Q: 3 clusters Score -399623.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -399668.875000 Penalty: 2681.536377
	Iteration 18Q: 3 clusters Score -399668.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -399695.656250 Penalty: 2681.536377
	Iteration 19Q: 3 clusters Score -399695.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -399714.562500 Penalty: 2681.536377
	Iteration 20F: 3 clusters Score -399714.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -399733.968750 Penalty: 2681.536377
	Iteration 21Q: 3 clusters Score -399734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -399739.468750 Penalty: 2681.536377
	Iteration 22Q: 3 clusters Score -399739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -399743.843750 Penalty: 2681.536377
	Iteration 23Q: 3 clusters Score -399743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -399748.968750 Penalty: 2681.536377
	Iteration 24Q: 3 clusters Score -399749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -399752.593750 Penalty: 2681.536377
	Iteration 25Q: 3 clusters Score -399752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -399757.593750 Penalty: 2681.536377
	Iteration 26Q: 3 clusters Score -399757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -399767.031250 Penalty: 2681.536377
	Iteration 27Q: 3 clusters Score -399767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -399774.750000 Penalty: 2681.536377
	Iteration 28Q: 3 clusters Score -399774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -399776.906250 Penalty: 2681.536377
	Iteration 29Q: 3 clusters Score -399776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -399776.906250 Penalty: 2681.536377
	Iteration 30F: 3 clusters Score -399776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Entering Unmasked Estep 
Score: -3848122.750000 Penalty: 1705.003540
	Iteration 0F: 2 clusters Score -3848123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3824049.250000 Penalty: 3410.007080
	Iteration 0F: 3 clusters Score -3824049 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3833404.000000 Penalty: 3410.007080
	Iteration 1F: 3 clusters Score -3833404 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3833984.500000 Penalty: 3410.007080
	Iteration 2Q: 3 clusters Score -3833984 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3834682.750000 Penalty: 3410.007080
	Iteration 3Q: 3 clusters Score -3834683 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3835793.500000 Penalty: 3410.007080
	Iteration 4F: 3 clusters Score -3835794 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3837411.000000 Penalty: 3410.007080
	Iteration 5F: 3 clusters Score -3837411 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3839439.000000 Penalty: 3410.007080
	Iteration 6F: 3 clusters Score -3839439 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3841616.000000 Penalty: 3410.007080
	Iteration 7F: 3 clusters Score -3841616 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3843429.000000 Penalty: 3410.007080
	Iteration 8F: 3 clusters Score -3843429 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3844680.750000 Penalty: 3410.007080
	Iteration 9Q: 3 clusters Score -3844681 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3845399.250000 Penalty: 3410.007080
	Iteration 10Q: 3 clusters Score -3845399 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3845741.250000 Penalty: 3410.007080
	Iteration 11Q: 3 clusters Score -3845741 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3845957.250000 Penalty: 3410.007080
	Iteration 12Q: 3 clusters Score -3845957 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3846067.750000 Penalty: 3410.007080
	Iteration 13Q: 3 clusters Score -3846068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3846150.250000 Penalty: 3410.007080
	Iteration 14Q: 3 clusters Score -3846150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3846196.500000 Penalty: 3410.007080
	Iteration 15Q: 3 clusters Score -3846196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3846266.750000 Penalty: 3410.007080
	Iteration 16Q: 3 clusters Score -3846267 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3846294.500000 Penalty: 3410.007080
	Iteration 17Q: 3 clusters Score -3846294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3846333.250000 Penalty: 3410.007080
	Iteration 18Q: 3 clusters Score -3846333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3846366.750000 Penalty: 3410.007080
	Iteration 19Q: 3 clusters Score -3846367 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3846390.500000 Penalty: 3410.007080
	Iteration 20F: 3 clusters Score -3846390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3846416.000000 Penalty: 3410.007080
	Iteration 21Q: 3 clusters Score -3846416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3846420.000000 Penalty: 3410.007080
	Iteration 22Q: 3 clusters Score -3846420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3846446.000000 Penalty: 3410.007080
	Iteration 23Q: 3 clusters Score -3846446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3846465.750000 Penalty: 3410.007080
	Iteration 24Q: 3 clusters Score -3846466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3846468.750000 Penalty: 3410.007080
	Iteration 25Q: 3 clusters Score -3846469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3846487.250000 Penalty: 3410.007080
	Iteration 26Q: 3 clusters Score -3846487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3846502.500000 Penalty: 3410.007080
	Iteration 27Q: 3 clusters Score -3846502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3846514.500000 Penalty: 3410.007080
	Iteration 28Q: 3 clusters Score -3846514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3846533.750000 Penalty: 3410.007080
	Iteration 29Q: 3 clusters Score -3846534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3846540.000000 Penalty: 3410.007080
	Iteration 30Q: 3 clusters Score -3846540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3846559.500000 Penalty: 3410.007080
	Iteration 31Q: 3 clusters Score -3846560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3846572.000000 Penalty: 3410.007080
	Iteration 32Q: 3 clusters Score -3846572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3846593.750000 Penalty: 3410.007080
	Iteration 33Q: 3 clusters Score -3846594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3846603.750000 Penalty: 3410.007080
	Iteration 34Q: 3 clusters Score -3846604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3846607.000000 Penalty: 3410.007080
	Iteration 35Q: 3 clusters Score -3846607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3846606.500000 Penalty: 3410.007080
	Iteration 36Q: 3 clusters Score -3846606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3846614.000000 Penalty: 3410.007080
	Iteration 37Q: 3 clusters Score -3846614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3846613.000000 Penalty: 3410.007080
	Iteration 38Q: 3 clusters Score -3846613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3846612.250000 Penalty: 3410.007080
	Iteration 39Q: 3 clusters Score -3846612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3846618.250000 Penalty: 3410.007080
	Iteration 40F: 3 clusters Score -3846618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3846628.500000 Penalty: 3410.007080
	Iteration 41Q: 3 clusters Score -3846628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3846638.500000 Penalty: 3410.007080
	Iteration 42Q: 3 clusters Score -3846638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3846644.500000 Penalty: 3410.007080
	Iteration 43Q: 3 clusters Score -3846644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3846638.750000 Penalty: 3410.007080
	Iteration 44Q: 3 clusters Score -3846639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3846636.500000 Penalty: 3410.007080
	Iteration 45Q: 3 clusters Score -3846636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3846638.000000 Penalty: 3410.007080
	Iteration 46Q: 3 clusters Score -3846638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3846643.500000 Penalty: 3410.007080
	Iteration 47Q: 3 clusters Score -3846644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3846647.250000 Penalty: 3410.007080
	Iteration 48Q: 3 clusters Score -3846647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3846649.750000 Penalty: 3410.007080
	Iteration 49Q: 3 clusters Score -3846650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3846651.250000 Penalty: 3410.007080
	Iteration 50Q: 3 clusters Score -3846651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3846648.750000 Penalty: 3410.007080
	Iteration 51Q: 3 clusters Score -3846649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3846656.500000 Penalty: 3410.007080
	Iteration 52Q: 3 clusters Score -3846656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3846656.250000 Penalty: 3410.007080
	Iteration 53Q: 3 clusters Score -3846656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3846653.750000 Penalty: 3410.007080
	Iteration 54Q: 3 clusters Score -3846654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3846657.000000 Penalty: 3410.007080
	Iteration 55Q: 3 clusters Score -3846657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3846662.000000 Penalty: 3410.007080
	Iteration 56Q: 3 clusters Score -3846662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3846653.750000 Penalty: 3410.007080
	Iteration 57Q: 3 clusters Score -3846654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3846652.750000 Penalty: 3410.007080
	Iteration 58Q: 3 clusters Score -3846653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3846660.750000 Penalty: 3410.007080
	Iteration 59Q: 3 clusters Score -3846661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3846659.500000 Penalty: 3410.007080
	Iteration 60F: 3 clusters Score -3846660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3846661.500000 Penalty: 3410.007080
	Iteration 61Q: 3 clusters Score -3846662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3846665.500000 Penalty: 3410.007080
	Iteration 62Q: 3 clusters Score -3846666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3846666.750000 Penalty: 3410.007080
	Iteration 63Q: 3 clusters Score -3846667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3846672.250000 Penalty: 3410.007080
	Iteration 64Q: 3 clusters Score -3846672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3846679.750000 Penalty: 3410.007080
	Iteration 65Q: 3 clusters Score -3846680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3846683.500000 Penalty: 3410.007080
	Iteration 66Q: 3 clusters Score -3846684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3846685.250000 Penalty: 3410.007080
	Iteration 67Q: 3 clusters Score -3846685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3846684.000000 Penalty: 3410.007080
	Iteration 68Q: 3 clusters Score -3846684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3846687.000000 Penalty: 3410.007080
	Iteration 69Q: 3 clusters Score -3846687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3846688.750000 Penalty: 3410.007080
	Iteration 70Q: 3 clusters Score -3846689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3846690.250000 Penalty: 3410.007080
	Iteration 71Q: 3 clusters Score -3846690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3846696.000000 Penalty: 3410.007080
	Iteration 72Q: 3 clusters Score -3846696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3846698.750000 Penalty: 3410.007080
	Iteration 73Q: 3 clusters Score -3846699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3846693.250000 Penalty: 3410.007080
	Iteration 74Q: 3 clusters Score -3846693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3846697.000000 Penalty: 3410.007080
	Iteration 75Q: 3 clusters Score -3846697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3846694.750000 Penalty: 3410.007080
	Iteration 76Q: 3 clusters Score -3846695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3846698.500000 Penalty: 3410.007080
	Iteration 77Q: 3 clusters Score -3846698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3846698.500000 Penalty: 3410.007080
	Iteration 78F: 3 clusters Score -3846698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (95612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Entering Unmasked Estep 
Score: -10102981.000000 Penalty: 1863.558716
	Iteration 0F: 2 clusters Score -1.010298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -10039958.000000 Penalty: 3727.117432
	Iteration 0F: 3 clusters Score -1.003996e+07 nChanged 45697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -10066813.000000 Penalty: 3727.117432
	Iteration 1F: 3 clusters Score -1.006681e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -10067771.000000 Penalty: 3727.117432
	Iteration 2Q: 3 clusters Score -1.006777e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -10068990.000000 Penalty: 3727.117432
	Iteration 3Q: 3 clusters Score -1.006899e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -10070572.000000 Penalty: 3727.117432
	Iteration 4Q: 3 clusters Score -1.007057e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -10072494.000000 Penalty: 3727.117432
	Iteration 5Q: 3 clusters Score -1.007249e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -10075280.000000 Penalty: 3727.117432
	Iteration 6F: 3 clusters Score -1.007528e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -10079282.000000 Penalty: 3727.117432
	Iteration 7F: 3 clusters Score -1.007928e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -10083745.000000 Penalty: 3727.117432
	Iteration 8F: 3 clusters Score -1.008374e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -10087891.000000 Penalty: 3727.117432
	Iteration 9F: 3 clusters Score -1.008789e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -10090308.000000 Penalty: 3727.117432
	Iteration 10Q: 3 clusters Score -1.009031e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -10091514.000000 Penalty: 3727.117432
	Iteration 11Q: 3 clusters Score -1.009151e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -10092338.000000 Penalty: 3727.117432
	Iteration 12Q: 3 clusters Score -1.009234e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -10093126.000000 Penalty: 3727.117432
	Iteration 13Q: 3 clusters Score -1.009313e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -10093876.000000 Penalty: 3727.117432
	Iteration 14Q: 3 clusters Score -1.009388e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -10094703.000000 Penalty: 3727.117432
	Iteration 15Q: 3 clusters Score -1.00947e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -10095537.000000 Penalty: 3727.117432
	Iteration 16Q: 3 clusters Score -1.009554e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -10096288.000000 Penalty: 3727.117432
	Iteration 17Q: 3 clusters Score -1.009629e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -10097018.000000 Penalty: 3727.117432
	Iteration 18Q: 3 clusters Score -1.009702e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -10097712.000000 Penalty: 3727.117432
	Iteration 19Q: 3 clusters Score -1.009771e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -10098333.000000 Penalty: 3727.117432
	Iteration 20F: 3 clusters Score -1.009833e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -10098923.000000 Penalty: 3727.117432
	Iteration 21Q: 3 clusters Score -1.009892e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -10099418.000000 Penalty: 3727.117432
	Iteration 22Q: 3 clusters Score -1.009942e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -10099834.000000 Penalty: 3727.117432
	Iteration 23Q: 3 clusters Score -1.009983e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -10100151.000000 Penalty: 3727.117432
	Iteration 24Q: 3 clusters Score -1.010015e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -10100445.000000 Penalty: 3727.117432
	Iteration 25Q: 3 clusters Score -1.010044e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -10100708.000000 Penalty: 3727.117432
	Iteration 26Q: 3 clusters Score -1.010071e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -10100894.000000 Penalty: 3727.117432
	Iteration 27Q: 3 clusters Score -1.010089e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -10101030.000000 Penalty: 3727.117432
	Iteration 28Q: 3 clusters Score -1.010103e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -10101136.000000 Penalty: 3727.117432
	Iteration 29Q: 3 clusters Score -1.010114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -10101238.000000 Penalty: 3727.117432
	Iteration 30Q: 3 clusters Score -1.010124e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -10101311.000000 Penalty: 3727.117432
	Iteration 31Q: 3 clusters Score -1.010131e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -10101379.000000 Penalty: 3727.117432
	Iteration 32Q: 3 clusters Score -1.010138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -10101405.000000 Penalty: 3727.117432
	Iteration 33Q: 3 clusters Score -1.01014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -10101421.000000 Penalty: 3727.117432
	Iteration 34Q: 3 clusters Score -1.010142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -10101439.000000 Penalty: 3727.117432
	Iteration 35Q: 3 clusters Score -1.010144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -10101451.000000 Penalty: 3727.117432
	Iteration 36Q: 3 clusters Score -1.010145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -10101461.000000 Penalty: 3727.117432
	Iteration 37Q: 3 clusters Score -1.010146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -10101465.000000 Penalty: 3727.117432
	Iteration 38Q: 3 clusters Score -1.010146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -10101480.000000 Penalty: 3727.117432
	Iteration 39Q: 3 clusters Score -1.010148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -10101493.000000 Penalty: 3727.117432
	Iteration 40F: 3 clusters Score -1.010149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -10101498.000000 Penalty: 3727.117432
	Iteration 41Q: 3 clusters Score -1.01015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -10101511.000000 Penalty: 3727.117432
	Iteration 42Q: 3 clusters Score -1.010151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -10101529.000000 Penalty: 3727.117432
	Iteration 43Q: 3 clusters Score -1.010153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -10101536.000000 Penalty: 3727.117432
	Iteration 44Q: 3 clusters Score -1.010154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -10101528.000000 Penalty: 3727.117432
	Iteration 45Q: 3 clusters Score -1.010153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -10101544.000000 Penalty: 3727.117432
	Iteration 46Q: 3 clusters Score -1.010154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -10101551.000000 Penalty: 3727.117432
	Iteration 47Q: 3 clusters Score -1.010155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -10101545.000000 Penalty: 3727.117432
	Iteration 48Q: 3 clusters Score -1.010154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -10101551.000000 Penalty: 3727.117432
	Iteration 49Q: 3 clusters Score -1.010155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -10101549.000000 Penalty: 3727.117432
	Iteration 50Q: 3 clusters Score -1.010155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -10101539.000000 Penalty: 3727.117432
	Iteration 51Q: 3 clusters Score -1.010154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -10101554.000000 Penalty: 3727.117432
	Iteration 52Q: 3 clusters Score -1.010155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -10101549.000000 Penalty: 3727.117432
	Iteration 53Q: 3 clusters Score -1.010155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -10101552.000000 Penalty: 3727.117432
	Iteration 54Q: 3 clusters Score -1.010155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -10101550.000000 Penalty: 3727.117432
	Iteration 55Q: 3 clusters Score -1.010155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -10101550.000000 Penalty: 3727.117432
	Iteration 56F: 3 clusters Score -1.010155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -843810.437500 Penalty: 1467.552856
	Iteration 0F: 2 clusters Score -843810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -837670.937500 Penalty: 2935.105713
	Iteration 0F: 3 clusters Score -837670.9 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -839612.812500 Penalty: 2935.105713
	Iteration 1F: 3 clusters Score -839612.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -840016.187500 Penalty: 2935.105713
	Iteration 2F: 3 clusters Score -840016.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -840581.812500 Penalty: 2935.105713
	Iteration 3F: 3 clusters Score -840581.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -841085.187500 Penalty: 2935.105713
	Iteration 4F: 3 clusters Score -841085.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -841462.312500 Penalty: 2935.105713
	Iteration 5F: 3 clusters Score -841462.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -841771.375000 Penalty: 2935.105713
	Iteration 6F: 3 clusters Score -841771.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -842014.687500 Penalty: 2935.105713
	Iteration 7F: 3 clusters Score -842014.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -842233.937500 Penalty: 2935.105713
	Iteration 8Q: 3 clusters Score -842233.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -842398.625000 Penalty: 2935.105713
	Iteration 9Q: 3 clusters Score -842398.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -842505.937500 Penalty: 2935.105713
	Iteration 10Q: 3 clusters Score -842505.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -842593.500000 Penalty: 2935.105713
	Iteration 11Q: 3 clusters Score -842593.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -842643.875000 Penalty: 2935.105713
	Iteration 12Q: 3 clusters Score -842643.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -842691.125000 Penalty: 2935.105713
	Iteration 13Q: 3 clusters Score -842691.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -842729.187500 Penalty: 2935.105713
	Iteration 14Q: 3 clusters Score -842729.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -842770.500000 Penalty: 2935.105713
	Iteration 15Q: 3 clusters Score -842770.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -842800.437500 Penalty: 2935.105713
	Iteration 16Q: 3 clusters Score -842800.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -842832.437500 Penalty: 2935.105713
	Iteration 17Q: 3 clusters Score -842832.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -842870.875000 Penalty: 2935.105713
	Iteration 18Q: 3 clusters Score -842870.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -842901.875000 Penalty: 2935.105713
	Iteration 19Q: 3 clusters Score -842901.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -842930.125000 Penalty: 2935.105713
	Iteration 20F: 3 clusters Score -842930.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -842953.937500 Penalty: 2935.105713
	Iteration 21Q: 3 clusters Score -842953.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -842969.750000 Penalty: 2935.105713
	Iteration 22Q: 3 clusters Score -842969.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -842981.875000 Penalty: 2935.105713
	Iteration 23Q: 3 clusters Score -842981.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -842997.062500 Penalty: 2935.105713
	Iteration 24Q: 3 clusters Score -842997.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -843010.250000 Penalty: 2935.105713
	Iteration 25Q: 3 clusters Score -843010.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -843022.937500 Penalty: 2935.105713
	Iteration 26Q: 3 clusters Score -843022.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -843034.375000 Penalty: 2935.105713
	Iteration 27Q: 3 clusters Score -843034.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -843044.187500 Penalty: 2935.105713
	Iteration 28Q: 3 clusters Score -843044.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -843049.250000 Penalty: 2935.105713
	Iteration 29Q: 3 clusters Score -843049.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -843054.062500 Penalty: 2935.105713
	Iteration 30Q: 3 clusters Score -843054.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -843059.875000 Penalty: 2935.105713
	Iteration 31Q: 3 clusters Score -843059.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -843063.750000 Penalty: 2935.105713
	Iteration 32Q: 3 clusters Score -843063.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -843070.687500 Penalty: 2935.105713
	Iteration 33Q: 3 clusters Score -843070.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -843076.312500 Penalty: 2935.105713
	Iteration 34Q: 3 clusters Score -843076.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -843079.312500 Penalty: 2935.105713
	Iteration 35Q: 3 clusters Score -843079.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -843085.000000 Penalty: 2935.105713
	Iteration 36Q: 3 clusters Score -843085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -843090.687500 Penalty: 2935.105713
	Iteration 37Q: 3 clusters Score -843090.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -843091.312500 Penalty: 2935.105713
	Iteration 38Q: 3 clusters Score -843091.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -843094.500000 Penalty: 2935.105713
	Iteration 39Q: 3 clusters Score -843094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -843097.187500 Penalty: 2935.105713
	Iteration 40F: 3 clusters Score -843097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -843102.937500 Penalty: 2935.105713
	Iteration 41Q: 3 clusters Score -843102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -843107.875000 Penalty: 2935.105713
	Iteration 42Q: 3 clusters Score -843107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -843112.062500 Penalty: 2935.105713
	Iteration 43Q: 3 clusters Score -843112.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -843122.250000 Penalty: 2935.105713
	Iteration 44Q: 3 clusters Score -843122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -843133.062500 Penalty: 2935.105713
	Iteration 45Q: 3 clusters Score -843133.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -843148.375000 Penalty: 2935.105713
	Iteration 46Q: 3 clusters Score -843148.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -843162.312500 Penalty: 2935.105713
	Iteration 47Q: 3 clusters Score -843162.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -843177.875000 Penalty: 2935.105713
	Iteration 48Q: 3 clusters Score -843177.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -843187.062500 Penalty: 2935.105713
	Iteration 49Q: 3 clusters Score -843187.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -843199.125000 Penalty: 2935.105713
	Iteration 50Q: 3 clusters Score -843199.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -843201.312500 Penalty: 2935.105713
	Iteration 51Q: 3 clusters Score -843201.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -843205.500000 Penalty: 2935.105713
	Iteration 52Q: 3 clusters Score -843205.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -843206.937500 Penalty: 2935.105713
	Iteration 53Q: 3 clusters Score -843206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -843209.500000 Penalty: 2935.105713
	Iteration 54Q: 3 clusters Score -843209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -843208.687500 Penalty: 2935.105713
	Iteration 55Q: 3 clusters Score -843208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -843211.437500 Penalty: 2935.105713
	Iteration 56Q: 3 clusters Score -843211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -843210.812500 Penalty: 2935.105713
	Iteration 57Q: 3 clusters Score -843210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -843211.625000 Penalty: 2935.105713
	Iteration 58Q: 3 clusters Score -843211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -843212.687500 Penalty: 2935.105713
	Iteration 59Q: 3 clusters Score -843212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -843213.062500 Penalty: 2935.105713
	Iteration 60F: 3 clusters Score -843213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -843212.437500 Penalty: 2935.105713
	Iteration 61Q: 3 clusters Score -843212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -843212.437500 Penalty: 2935.105713
	Iteration 62F: 3 clusters Score -843212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Entering Unmasked Estep 
Score: -4847597.500000 Penalty: 1743.124023
	Iteration 0F: 2 clusters Score -4847598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4817122.000000 Penalty: 3486.248047
	Iteration 0F: 3 clusters Score -4817122 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4829283.500000 Penalty: 3486.248047
	Iteration 1F: 3 clusters Score -4829284 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4829985.500000 Penalty: 3486.248047
	Iteration 2Q: 3 clusters Score -4829986 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4830884.000000 Penalty: 3486.248047
	Iteration 3Q: 3 clusters Score -4830884 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4832053.000000 Penalty: 3486.248047
	Iteration 4F: 3 clusters Score -4832053 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4833637.000000 Penalty: 3486.248047
	Iteration 5F: 3 clusters Score -4833637 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4835656.000000 Penalty: 3486.248047
	Iteration 6F: 3 clusters Score -4835656 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4837956.000000 Penalty: 3486.248047
	Iteration 7F: 3 clusters Score -4837956 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4840071.000000 Penalty: 3486.248047
	Iteration 8F: 3 clusters Score -4840071 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4841634.500000 Penalty: 3486.248047
	Iteration 9Q: 3 clusters Score -4841634 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4842692.000000 Penalty: 3486.248047
	Iteration 10Q: 3 clusters Score -4842692 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4843360.000000 Penalty: 3486.248047
	Iteration 11Q: 3 clusters Score -4843360 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4843878.500000 Penalty: 3486.248047
	Iteration 12Q: 3 clusters Score -4843878 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4844226.000000 Penalty: 3486.248047
	Iteration 13Q: 3 clusters Score -4844226 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4844572.000000 Penalty: 3486.248047
	Iteration 14Q: 3 clusters Score -4844572 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4844833.000000 Penalty: 3486.248047
	Iteration 15Q: 3 clusters Score -4844833 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4845072.000000 Penalty: 3486.248047
	Iteration 16Q: 3 clusters Score -4845072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4845270.000000 Penalty: 3486.248047
	Iteration 17Q: 3 clusters Score -4845270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4845433.500000 Penalty: 3486.248047
	Iteration 18Q: 3 clusters Score -4845434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4845584.000000 Penalty: 3486.248047
	Iteration 19Q: 3 clusters Score -4845584 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4845708.500000 Penalty: 3486.248047
	Iteration 20F: 3 clusters Score -4845708 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4845802.500000 Penalty: 3486.248047
	Iteration 21Q: 3 clusters Score -4845802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4845866.500000 Penalty: 3486.248047
	Iteration 22Q: 3 clusters Score -4845866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4845923.500000 Penalty: 3486.248047
	Iteration 23Q: 3 clusters Score -4845924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4845970.000000 Penalty: 3486.248047
	Iteration 24Q: 3 clusters Score -4845970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4846002.000000 Penalty: 3486.248047
	Iteration 25Q: 3 clusters Score -4846002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4846025.500000 Penalty: 3486.248047
	Iteration 26Q: 3 clusters Score -4846026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4846051.000000 Penalty: 3486.248047
	Iteration 27Q: 3 clusters Score -4846051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4846069.000000 Penalty: 3486.248047
	Iteration 28Q: 3 clusters Score -4846069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4846083.000000 Penalty: 3486.248047
	Iteration 29Q: 3 clusters Score -4846083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4846086.500000 Penalty: 3486.248047
	Iteration 30Q: 3 clusters Score -4846086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4846091.500000 Penalty: 3486.248047
	Iteration 31Q: 3 clusters Score -4846092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4846106.000000 Penalty: 3486.248047
	Iteration 32Q: 3 clusters Score -4846106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4846107.000000 Penalty: 3486.248047
	Iteration 33Q: 3 clusters Score -4846107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4846112.000000 Penalty: 3486.248047
	Iteration 34Q: 3 clusters Score -4846112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4846116.000000 Penalty: 3486.248047
	Iteration 35Q: 3 clusters Score -4846116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4846119.000000 Penalty: 3486.248047
	Iteration 36Q: 3 clusters Score -4846119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4846125.500000 Penalty: 3486.248047
	Iteration 37Q: 3 clusters Score -4846126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4846124.500000 Penalty: 3486.248047
	Iteration 38Q: 3 clusters Score -4846124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4846124.000000 Penalty: 3486.248047
	Iteration 39Q: 3 clusters Score -4846124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4846122.000000 Penalty: 3486.248047
	Iteration 40F: 3 clusters Score -4846122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4846127.500000 Penalty: 3486.248047
	Iteration 41Q: 3 clusters Score -4846128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4846128.500000 Penalty: 3486.248047
	Iteration 42Q: 3 clusters Score -4846128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4846128.500000 Penalty: 3486.248047
	Iteration 43F: 3 clusters Score -4846128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Entering Unmasked Estep 
Score: -2199197.000000 Penalty: 1613.487793
	Iteration 0F: 2 clusters Score -2199197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2185194.500000 Penalty: 3226.975586
	Iteration 0F: 3 clusters Score -2185194 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2190343.750000 Penalty: 3226.975586
	Iteration 1F: 3 clusters Score -2190344 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2190785.500000 Penalty: 3226.975586
	Iteration 2F: 3 clusters Score -2190786 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2191255.750000 Penalty: 3226.975586
	Iteration 3Q: 3 clusters Score -2191256 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2191681.250000 Penalty: 3226.975586
	Iteration 4Q: 3 clusters Score -2191681 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2192145.000000 Penalty: 3226.975586
	Iteration 5Q: 3 clusters Score -2192145 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2192643.750000 Penalty: 3226.975586
	Iteration 6Q: 3 clusters Score -2192644 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2193233.500000 Penalty: 3226.975586
	Iteration 7F: 3 clusters Score -2193234 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2193938.000000 Penalty: 3226.975586
	Iteration 8F: 3 clusters Score -2193938 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2194615.000000 Penalty: 3226.975586
	Iteration 9F: 3 clusters Score -2194615 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2195145.750000 Penalty: 3226.975586
	Iteration 10Q: 3 clusters Score -2195146 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2195444.500000 Penalty: 3226.975586
	Iteration 11Q: 3 clusters Score -2195444 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2195644.250000 Penalty: 3226.975586
	Iteration 12Q: 3 clusters Score -2195644 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2195770.500000 Penalty: 3226.975586
	Iteration 13Q: 3 clusters Score -2195770 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2195854.500000 Penalty: 3226.975586
	Iteration 14Q: 3 clusters Score -2195854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2195930.500000 Penalty: 3226.975586
	Iteration 15Q: 3 clusters Score -2195930 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2196014.750000 Penalty: 3226.975586
	Iteration 16Q: 3 clusters Score -2196015 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2196104.500000 Penalty: 3226.975586
	Iteration 17Q: 3 clusters Score -2196104 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2196184.750000 Penalty: 3226.975586
	Iteration 18Q: 3 clusters Score -2196185 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2196247.500000 Penalty: 3226.975586
	Iteration 19Q: 3 clusters Score -2196248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2196311.250000 Penalty: 3226.975586
	Iteration 20F: 3 clusters Score -2196311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2196355.500000 Penalty: 3226.975586
	Iteration 21Q: 3 clusters Score -2196356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2196393.500000 Penalty: 3226.975586
	Iteration 22Q: 3 clusters Score -2196394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2196439.000000 Penalty: 3226.975586
	Iteration 23Q: 3 clusters Score -2196439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2196480.250000 Penalty: 3226.975586
	Iteration 24Q: 3 clusters Score -2196480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2196525.500000 Penalty: 3226.975586
	Iteration 25Q: 3 clusters Score -2196526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2196566.750000 Penalty: 3226.975586
	Iteration 26Q: 3 clusters Score -2196567 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2196605.000000 Penalty: 3226.975586
	Iteration 27Q: 3 clusters Score -2196605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2196634.250000 Penalty: 3226.975586
	Iteration 28Q: 3 clusters Score -2196634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2196661.750000 Penalty: 3226.975586
	Iteration 29Q: 3 clusters Score -2196662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2196698.500000 Penalty: 3226.975586
	Iteration 30Q: 3 clusters Score -2196698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2196735.750000 Penalty: 3226.975586
	Iteration 31Q: 3 clusters Score -2196736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2196783.250000 Penalty: 3226.975586
	Iteration 32Q: 3 clusters Score -2196783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2196824.750000 Penalty: 3226.975586
	Iteration 33Q: 3 clusters Score -2196825 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2196872.250000 Penalty: 3226.975586
	Iteration 34Q: 3 clusters Score -2196872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2196895.750000 Penalty: 3226.975586
	Iteration 35Q: 3 clusters Score -2196896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2196927.500000 Penalty: 3226.975586
	Iteration 36Q: 3 clusters Score -2196928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2196953.250000 Penalty: 3226.975586
	Iteration 37Q: 3 clusters Score -2196953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2196977.000000 Penalty: 3226.975586
	Iteration 38Q: 3 clusters Score -2196977 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2197004.750000 Penalty: 3226.975586
	Iteration 39Q: 3 clusters Score -2197005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2197031.250000 Penalty: 3226.975586
	Iteration 40F: 3 clusters Score -2197031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2197055.750000 Penalty: 3226.975586
	Iteration 41Q: 3 clusters Score -2197056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2197077.000000 Penalty: 3226.975586
	Iteration 42Q: 3 clusters Score -2197077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2197120.000000 Penalty: 3226.975586
	Iteration 43Q: 3 clusters Score -2197120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2197148.500000 Penalty: 3226.975586
	Iteration 44Q: 3 clusters Score -2197148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2197180.000000 Penalty: 3226.975586
	Iteration 45Q: 3 clusters Score -2197180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2197210.000000 Penalty: 3226.975586
	Iteration 46Q: 3 clusters Score -2197210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2197233.500000 Penalty: 3226.975586
	Iteration 47Q: 3 clusters Score -2197234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2197256.000000 Penalty: 3226.975586
	Iteration 48Q: 3 clusters Score -2197256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2197281.000000 Penalty: 3226.975586
	Iteration 49Q: 3 clusters Score -2197281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2197295.500000 Penalty: 3226.975586
	Iteration 50Q: 3 clusters Score -2197296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2197319.750000 Penalty: 3226.975586
	Iteration 51Q: 3 clusters Score -2197320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2197357.500000 Penalty: 3226.975586
	Iteration 52Q: 3 clusters Score -2197358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2197396.500000 Penalty: 3226.975586
	Iteration 53Q: 3 clusters Score -2197396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2197427.250000 Penalty: 3226.975586
	Iteration 54Q: 3 clusters Score -2197427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2197460.750000 Penalty: 3226.975586
	Iteration 55Q: 3 clusters Score -2197461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2197491.500000 Penalty: 3226.975586
	Iteration 56Q: 3 clusters Score -2197492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2197532.750000 Penalty: 3226.975586
	Iteration 57Q: 3 clusters Score -2197533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2197571.250000 Penalty: 3226.975586
	Iteration 58Q: 3 clusters Score -2197571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2197607.500000 Penalty: 3226.975586
	Iteration 59Q: 3 clusters Score -2197608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2197630.500000 Penalty: 3226.975586
	Iteration 60F: 3 clusters Score -2197630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2197646.500000 Penalty: 3226.975586
	Iteration 61Q: 3 clusters Score -2197646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2197662.250000 Penalty: 3226.975586
	Iteration 62Q: 3 clusters Score -2197662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2197677.500000 Penalty: 3226.975586
	Iteration 63Q: 3 clusters Score -2197678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2197691.750000 Penalty: 3226.975586
	Iteration 64Q: 3 clusters Score -2197692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2197707.750000 Penalty: 3226.975586
	Iteration 65Q: 3 clusters Score -2197708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2197720.500000 Penalty: 3226.975586
	Iteration 66Q: 3 clusters Score -2197720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2197730.000000 Penalty: 3226.975586
	Iteration 67Q: 3 clusters Score -2197730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2197735.000000 Penalty: 3226.975586
	Iteration 68Q: 3 clusters Score -2197735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2197749.750000 Penalty: 3226.975586
	Iteration 69Q: 3 clusters Score -2197750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2197756.750000 Penalty: 3226.975586
	Iteration 70Q: 3 clusters Score -2197757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2197763.250000 Penalty: 3226.975586
	Iteration 71Q: 3 clusters Score -2197763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2197771.500000 Penalty: 3226.975586
	Iteration 72Q: 3 clusters Score -2197772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2197780.750000 Penalty: 3226.975586
	Iteration 73Q: 3 clusters Score -2197781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2197793.000000 Penalty: 3226.975586
	Iteration 74Q: 3 clusters Score -2197793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2197796.500000 Penalty: 3226.975586
	Iteration 75Q: 3 clusters Score -2197796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2197804.250000 Penalty: 3226.975586
	Iteration 76Q: 3 clusters Score -2197804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2197810.750000 Penalty: 3226.975586
	Iteration 77Q: 3 clusters Score -2197811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2197814.250000 Penalty: 3226.975586
	Iteration 78Q: 3 clusters Score -2197814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2197815.250000 Penalty: 3226.975586
	Iteration 79Q: 3 clusters Score -2197815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2197816.750000 Penalty: 3226.975586
	Iteration 80F: 3 clusters Score -2197817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2197815.250000 Penalty: 3226.975586
	Iteration 81Q: 3 clusters Score -2197815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2197822.500000 Penalty: 3226.975586
	Iteration 82Q: 3 clusters Score -2197822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2197822.000000 Penalty: 3226.975586
	Iteration 83Q: 3 clusters Score -2197822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2197829.000000 Penalty: 3226.975586
	Iteration 84Q: 3 clusters Score -2197829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2197832.250000 Penalty: 3226.975586
	Iteration 85Q: 3 clusters Score -2197832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2197836.000000 Penalty: 3226.975586
	Iteration 86Q: 3 clusters Score -2197836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2197842.750000 Penalty: 3226.975586
	Iteration 87Q: 3 clusters Score -2197843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2197848.750000 Penalty: 3226.975586
	Iteration 88Q: 3 clusters Score -2197849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2197852.500000 Penalty: 3226.975586
	Iteration 89Q: 3 clusters Score -2197852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2197859.250000 Penalty: 3226.975586
	Iteration 90Q: 3 clusters Score -2197859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2197863.750000 Penalty: 3226.975586
	Iteration 91Q: 3 clusters Score -2197864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2197864.750000 Penalty: 3226.975586
	Iteration 92Q: 3 clusters Score -2197865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2197870.250000 Penalty: 3226.975586
	Iteration 93Q: 3 clusters Score -2197870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2197876.000000 Penalty: 3226.975586
	Iteration 94Q: 3 clusters Score -2197876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2197881.750000 Penalty: 3226.975586
	Iteration 95Q: 3 clusters Score -2197882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2197879.750000 Penalty: 3226.975586
	Iteration 96Q: 3 clusters Score -2197880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2197882.000000 Penalty: 3226.975586
	Iteration 97Q: 3 clusters Score -2197882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2197887.000000 Penalty: 3226.975586
	Iteration 98Q: 3 clusters Score -2197887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2197886.250000 Penalty: 3226.975586
	Iteration 99Q: 3 clusters Score -2197886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2197888.750000 Penalty: 3226.975586
	Iteration 100F: 3 clusters Score -2197889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2197887.750000 Penalty: 3226.975586
	Iteration 101Q: 3 clusters Score -2197888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2197887.500000 Penalty: 3226.975586
	Iteration 102Q: 3 clusters Score -2197888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2197889.250000 Penalty: 3226.975586
	Iteration 103Q: 3 clusters Score -2197889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2197888.750000 Penalty: 3226.975586
	Iteration 104Q: 3 clusters Score -2197889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2197890.000000 Penalty: 3226.975586
	Iteration 105Q: 3 clusters Score -2197890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2197889.000000 Penalty: 3226.975586
	Iteration 106Q: 3 clusters Score -2197889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2197888.750000 Penalty: 3226.975586
	Iteration 107Q: 3 clusters Score -2197889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2197890.250000 Penalty: 3226.975586
	Iteration 108Q: 3 clusters Score -2197890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2197890.250000 Penalty: 3226.975586
	Iteration 109F: 3 clusters Score -2197890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Entering Unmasked Estep 
Score: -4809481.500000 Penalty: 1741.212036
	Iteration 0F: 2 clusters Score -4809482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4779264.000000 Penalty: 3482.424072
	Iteration 0F: 3 clusters Score -4779264 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4791202.500000 Penalty: 3482.424072
	Iteration 1F: 3 clusters Score -4791202 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4791645.500000 Penalty: 3482.424072
	Iteration 2Q: 3 clusters Score -4791646 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4792130.000000 Penalty: 3482.424072
	Iteration 3Q: 3 clusters Score -4792130 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4792647.500000 Penalty: 3482.424072
	Iteration 4Q: 3 clusters Score -4792648 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4793228.000000 Penalty: 3482.424072
	Iteration 5Q: 3 clusters Score -4793228 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4794008.500000 Penalty: 3482.424072
	Iteration 6Q: 3 clusters Score -4794008 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4795040.500000 Penalty: 3482.424072
	Iteration 7Q: 3 clusters Score -4795040 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4796321.000000 Penalty: 3482.424072
	Iteration 8F: 3 clusters Score -4796321 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4797996.500000 Penalty: 3482.424072
	Iteration 9F: 3 clusters Score -4797996 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4799823.500000 Penalty: 3482.424072
	Iteration 10F: 3 clusters Score -4799824 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4801261.500000 Penalty: 3482.424072
	Iteration 11F: 3 clusters Score -4801262 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4802187.000000 Penalty: 3482.424072
	Iteration 12Q: 3 clusters Score -4802187 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4802657.500000 Penalty: 3482.424072
	Iteration 13Q: 3 clusters Score -4802658 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4802977.000000 Penalty: 3482.424072
	Iteration 14Q: 3 clusters Score -4802977 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4803181.000000 Penalty: 3482.424072
	Iteration 15Q: 3 clusters Score -4803181 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4803369.500000 Penalty: 3482.424072
	Iteration 16Q: 3 clusters Score -4803370 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4803515.000000 Penalty: 3482.424072
	Iteration 17Q: 3 clusters Score -4803515 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4803657.000000 Penalty: 3482.424072
	Iteration 18Q: 3 clusters Score -4803657 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4803799.500000 Penalty: 3482.424072
	Iteration 19Q: 3 clusters Score -4803800 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4803901.000000 Penalty: 3482.424072
	Iteration 20F: 3 clusters Score -4803901 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4804018.000000 Penalty: 3482.424072
	Iteration 21Q: 3 clusters Score -4804018 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4804148.500000 Penalty: 3482.424072
	Iteration 22Q: 3 clusters Score -4804148 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4804277.000000 Penalty: 3482.424072
	Iteration 23Q: 3 clusters Score -4804277 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4804422.000000 Penalty: 3482.424072
	Iteration 24Q: 3 clusters Score -4804422 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4804563.500000 Penalty: 3482.424072
	Iteration 25Q: 3 clusters Score -4804564 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4804718.000000 Penalty: 3482.424072
	Iteration 26Q: 3 clusters Score -4804718 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4804846.000000 Penalty: 3482.424072
	Iteration 27Q: 3 clusters Score -4804846 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4804978.500000 Penalty: 3482.424072
	Iteration 28Q: 3 clusters Score -4804978 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4805150.500000 Penalty: 3482.424072
	Iteration 29Q: 3 clusters Score -4805150 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4805316.500000 Penalty: 3482.424072
	Iteration 30Q: 3 clusters Score -4805316 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4805473.500000 Penalty: 3482.424072
	Iteration 31Q: 3 clusters Score -4805474 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -4805637.000000 Penalty: 3482.424072
	Iteration 32Q: 3 clusters Score -4805637 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4805792.500000 Penalty: 3482.424072
	Iteration 33Q: 3 clusters Score -4805792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4805965.500000 Penalty: 3482.424072
	Iteration 34Q: 3 clusters Score -4805966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4806140.500000 Penalty: 3482.424072
	Iteration 35Q: 3 clusters Score -4806140 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -4806333.000000 Penalty: 3482.424072
	Iteration 36Q: 3 clusters Score -4806333 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4806505.500000 Penalty: 3482.424072
	Iteration 37Q: 3 clusters Score -4806506 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4806680.000000 Penalty: 3482.424072
	Iteration 38Q: 3 clusters Score -4806680 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4806803.500000 Penalty: 3482.424072
	Iteration 39Q: 3 clusters Score -4806804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -4806933.000000 Penalty: 3482.424072
	Iteration 40F: 3 clusters Score -4806933 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -4807061.000000 Penalty: 3482.424072
	Iteration 41Q: 3 clusters Score -4807061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -4807155.000000 Penalty: 3482.424072
	Iteration 42Q: 3 clusters Score -4807155 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4807241.000000 Penalty: 3482.424072
	Iteration 43Q: 3 clusters Score -4807241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -4807321.500000 Penalty: 3482.424072
	Iteration 44Q: 3 clusters Score -4807322 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4807405.500000 Penalty: 3482.424072
	Iteration 45Q: 3 clusters Score -4807406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -4807461.500000 Penalty: 3482.424072
	Iteration 46Q: 3 clusters Score -4807462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -4807506.500000 Penalty: 3482.424072
	Iteration 47Q: 3 clusters Score -4807506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -4807562.000000 Penalty: 3482.424072
	Iteration 48Q: 3 clusters Score -4807562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -4807611.000000 Penalty: 3482.424072
	Iteration 49Q: 3 clusters Score -4807611 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -4807654.500000 Penalty: 3482.424072
	Iteration 50Q: 3 clusters Score -4807654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -4807672.500000 Penalty: 3482.424072
	Iteration 51Q: 3 clusters Score -4807672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -4807691.000000 Penalty: 3482.424072
	Iteration 52Q: 3 clusters Score -4807691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -4807715.500000 Penalty: 3482.424072
	Iteration 53Q: 3 clusters Score -4807716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -4807738.000000 Penalty: 3482.424072
	Iteration 54Q: 3 clusters Score -4807738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -4807765.000000 Penalty: 3482.424072
	Iteration 55Q: 3 clusters Score -4807765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4807788.500000 Penalty: 3482.424072
	Iteration 56Q: 3 clusters Score -4807788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -4807806.000000 Penalty: 3482.424072
	Iteration 57Q: 3 clusters Score -4807806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -4807821.500000 Penalty: 3482.424072
	Iteration 58Q: 3 clusters Score -4807822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -4807842.000000 Penalty: 3482.424072
	Iteration 59Q: 3 clusters Score -4807842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4807846.500000 Penalty: 3482.424072
	Iteration 60F: 3 clusters Score -4807846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -4807860.000000 Penalty: 3482.424072
	Iteration 61Q: 3 clusters Score -4807860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -4807863.000000 Penalty: 3482.424072
	Iteration 62Q: 3 clusters Score -4807863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -4807869.000000 Penalty: 3482.424072
	Iteration 63Q: 3 clusters Score -4807869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -4807881.500000 Penalty: 3482.424072
	Iteration 64Q: 3 clusters Score -4807882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -4807882.000000 Penalty: 3482.424072
	Iteration 65Q: 3 clusters Score -4807882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -4807889.500000 Penalty: 3482.424072
	Iteration 66Q: 3 clusters Score -4807890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -4807890.000000 Penalty: 3482.424072
	Iteration 67Q: 3 clusters Score -4807890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4807901.500000 Penalty: 3482.424072
	Iteration 68Q: 3 clusters Score -4807902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -4807912.500000 Penalty: 3482.424072
	Iteration 69Q: 3 clusters Score -4807912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -4807915.500000 Penalty: 3482.424072
	Iteration 70Q: 3 clusters Score -4807916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -4807920.000000 Penalty: 3482.424072
	Iteration 71Q: 3 clusters Score -4807920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4807918.000000 Penalty: 3482.424072
	Iteration 72Q: 3 clusters Score -4807918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -4807916.000000 Penalty: 3482.424072
	Iteration 73Q: 3 clusters Score -4807916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4807925.000000 Penalty: 3482.424072
	Iteration 74Q: 3 clusters Score -4807925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -4807932.000000 Penalty: 3482.424072
	Iteration 75Q: 3 clusters Score -4807932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -4807944.000000 Penalty: 3482.424072
	Iteration 76Q: 3 clusters Score -4807944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -4807954.500000 Penalty: 3482.424072
	Iteration 77Q: 3 clusters Score -4807954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -4807953.000000 Penalty: 3482.424072
	Iteration 78Q: 3 clusters Score -4807953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4807956.500000 Penalty: 3482.424072
	Iteration 79Q: 3 clusters Score -4807956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -4807961.500000 Penalty: 3482.424072
	Iteration 80F: 3 clusters Score -4807962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -4807965.000000 Penalty: 3482.424072
	Iteration 81Q: 3 clusters Score -4807965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -4807967.000000 Penalty: 3482.424072
	Iteration 82Q: 3 clusters Score -4807967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -4807967.000000 Penalty: 3482.424072
	Iteration 83F: 3 clusters Score -4807967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -868398.500000 Penalty: 1461.189575
	Iteration 0F: 2 clusters Score -868398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -862555.187500 Penalty: 2922.379150
	Iteration 0F: 3 clusters Score -862555.2 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -864357.312500 Penalty: 2922.379150
	Iteration 1F: 3 clusters Score -864357.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -864546.625000 Penalty: 2922.379150
	Iteration 2F: 3 clusters Score -864546.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -864673.687500 Penalty: 2922.379150
	Iteration 3Q: 3 clusters Score -864673.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -864783.062500 Penalty: 2922.379150
	Iteration 4Q: 3 clusters Score -864783.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -864882.000000 Penalty: 2922.379150
	Iteration 5Q: 3 clusters Score -864882 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -864991.500000 Penalty: 2922.379150
	Iteration 6Q: 3 clusters Score -864991.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -865100.812500 Penalty: 2922.379150
	Iteration 7Q: 3 clusters Score -865100.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -865240.062500 Penalty: 2922.379150
	Iteration 8Q: 3 clusters Score -865240.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -865392.437500 Penalty: 2922.379150
	Iteration 9Q: 3 clusters Score -865392.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -865569.312500 Penalty: 2922.379150
	Iteration 10Q: 3 clusters Score -865569.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -865782.375000 Penalty: 2922.379150
	Iteration 11Q: 3 clusters Score -865782.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -865998.000000 Penalty: 2922.379150
	Iteration 12Q: 3 clusters Score -865998 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -866180.062500 Penalty: 2922.379150
	Iteration 13Q: 3 clusters Score -866180.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -866296.875000 Penalty: 2922.379150
	Iteration 14Q: 3 clusters Score -866296.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -866393.437500 Penalty: 2922.379150
	Iteration 15Q: 3 clusters Score -866393.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -866456.750000 Penalty: 2922.379150
	Iteration 16Q: 3 clusters Score -866456.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -866496.062500 Penalty: 2922.379150
	Iteration 17Q: 3 clusters Score -866496.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -866521.187500 Penalty: 2922.379150
	Iteration 18Q: 3 clusters Score -866521.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -866540.625000 Penalty: 2922.379150
	Iteration 19Q: 3 clusters Score -866540.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -866556.312500 Penalty: 2922.379150
	Iteration 20F: 3 clusters Score -866556.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -866563.875000 Penalty: 2922.379150
	Iteration 21Q: 3 clusters Score -866563.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -866576.187500 Penalty: 2922.379150
	Iteration 22Q: 3 clusters Score -866576.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -866581.187500 Penalty: 2922.379150
	Iteration 23Q: 3 clusters Score -866581.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -866588.687500 Penalty: 2922.379150
	Iteration 24Q: 3 clusters Score -866588.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -866595.187500 Penalty: 2922.379150
	Iteration 25Q: 3 clusters Score -866595.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -866603.750000 Penalty: 2922.379150
	Iteration 26Q: 3 clusters Score -866603.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -866605.562500 Penalty: 2922.379150
	Iteration 27Q: 3 clusters Score -866605.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -866612.625000 Penalty: 2922.379150
	Iteration 28Q: 3 clusters Score -866612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -866614.875000 Penalty: 2922.379150
	Iteration 29Q: 3 clusters Score -866614.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -866616.437500 Penalty: 2922.379150
	Iteration 30Q: 3 clusters Score -866616.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -866620.187500 Penalty: 2922.379150
	Iteration 31Q: 3 clusters Score -866620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -866623.812500 Penalty: 2922.379150
	Iteration 32Q: 3 clusters Score -866623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -866628.062500 Penalty: 2922.379150
	Iteration 33Q: 3 clusters Score -866628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -866630.375000 Penalty: 2922.379150
	Iteration 34Q: 3 clusters Score -866630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -866635.062500 Penalty: 2922.379150
	Iteration 35Q: 3 clusters Score -866635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -866636.937500 Penalty: 2922.379150
	Iteration 36Q: 3 clusters Score -866636.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -866639.500000 Penalty: 2922.379150
	Iteration 37Q: 3 clusters Score -866639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -866640.062500 Penalty: 2922.379150
	Iteration 38Q: 3 clusters Score -866640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -866644.062500 Penalty: 2922.379150
	Iteration 39Q: 3 clusters Score -866644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -866644.875000 Penalty: 2922.379150
	Iteration 40F: 3 clusters Score -866644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -866648.375000 Penalty: 2922.379150
	Iteration 41Q: 3 clusters Score -866648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -866648.562500 Penalty: 2922.379150
	Iteration 42Q: 3 clusters Score -866648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -866648.687500 Penalty: 2922.379150
	Iteration 43Q: 3 clusters Score -866648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -866649.750000 Penalty: 2922.379150
	Iteration 44Q: 3 clusters Score -866649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -866653.375000 Penalty: 2922.379150
	Iteration 45Q: 3 clusters Score -866653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -866654.937500 Penalty: 2922.379150
	Iteration 46Q: 3 clusters Score -866654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -866655.062500 Penalty: 2922.379150
	Iteration 47Q: 3 clusters Score -866655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -866657.375000 Penalty: 2922.379150
	Iteration 48Q: 3 clusters Score -866657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -866658.750000 Penalty: 2922.379150
	Iteration 49Q: 3 clusters Score -866658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -866661.500000 Penalty: 2922.379150
	Iteration 50Q: 3 clusters Score -866661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -866663.687500 Penalty: 2922.379150
	Iteration 51Q: 3 clusters Score -866663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -866664.625000 Penalty: 2922.379150
	Iteration 52Q: 3 clusters Score -866664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -866664.125000 Penalty: 2922.379150
	Iteration 53Q: 3 clusters Score -866664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -866665.437500 Penalty: 2922.379150
	Iteration 54Q: 3 clusters Score -866665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -866663.500000 Penalty: 2922.379150
	Iteration 55Q: 3 clusters Score -866663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -866666.625000 Penalty: 2922.379150
	Iteration 56Q: 3 clusters Score -866666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -866665.562500 Penalty: 2922.379150
	Iteration 57Q: 3 clusters Score -866665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -866666.500000 Penalty: 2922.379150
	Iteration 58Q: 3 clusters Score -866666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -866665.812500 Penalty: 2922.379150
	Iteration 59Q: 3 clusters Score -866665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -866666.000000 Penalty: 2922.379150
	Iteration 60F: 3 clusters Score -866666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -866667.375000 Penalty: 2922.379150
	Iteration 61Q: 3 clusters Score -866667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -866667.312500 Penalty: 2922.379150
	Iteration 62Q: 3 clusters Score -866667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -866667.312500 Penalty: 2922.379150
	Iteration 63Q: 3 clusters Score -866667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -866667.312500 Penalty: 2922.379150
	Iteration 64F: 3 clusters Score -866667.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Entering Unmasked Estep 
Score: -3013045.750000 Penalty: 1664.728760
	Iteration 0F: 2 clusters Score -3013046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2994072.750000 Penalty: 3329.457520
	Iteration 0F: 3 clusters Score -2994073 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3001268.250000 Penalty: 3329.457520
	Iteration 1F: 3 clusters Score -3001268 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3001663.750000 Penalty: 3329.457520
	Iteration 2Q: 3 clusters Score -3001664 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3002129.000000 Penalty: 3329.457520
	Iteration 3Q: 3 clusters Score -3002129 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3002662.250000 Penalty: 3329.457520
	Iteration 4Q: 3 clusters Score -3002662 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3003299.000000 Penalty: 3329.457520
	Iteration 5Q: 3 clusters Score -3003299 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3004086.000000 Penalty: 3329.457520
	Iteration 6F: 3 clusters Score -3004086 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3005157.250000 Penalty: 3329.457520
	Iteration 7F: 3 clusters Score -3005157 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3006415.000000 Penalty: 3329.457520
	Iteration 8F: 3 clusters Score -3006415 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3007729.500000 Penalty: 3329.457520
	Iteration 9F: 3 clusters Score -3007730 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3008816.500000 Penalty: 3329.457520
	Iteration 10Q: 3 clusters Score -3008816 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3009479.500000 Penalty: 3329.457520
	Iteration 11Q: 3 clusters Score -3009480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3009851.250000 Penalty: 3329.457520
	Iteration 12Q: 3 clusters Score -3009851 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3010089.250000 Penalty: 3329.457520
	Iteration 13Q: 3 clusters Score -3010089 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3010242.250000 Penalty: 3329.457520
	Iteration 14Q: 3 clusters Score -3010242 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3010353.750000 Penalty: 3329.457520
	Iteration 15Q: 3 clusters Score -3010354 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3010479.750000 Penalty: 3329.457520
	Iteration 16Q: 3 clusters Score -3010480 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3010578.500000 Penalty: 3329.457520
	Iteration 17Q: 3 clusters Score -3010578 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3010660.000000 Penalty: 3329.457520
	Iteration 18Q: 3 clusters Score -3010660 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3010732.250000 Penalty: 3329.457520
	Iteration 19Q: 3 clusters Score -3010732 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3010810.750000 Penalty: 3329.457520
	Iteration 20F: 3 clusters Score -3010811 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3010870.000000 Penalty: 3329.457520
	Iteration 21Q: 3 clusters Score -3010870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3010902.750000 Penalty: 3329.457520
	Iteration 22Q: 3 clusters Score -3010903 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3010957.000000 Penalty: 3329.457520
	Iteration 23Q: 3 clusters Score -3010957 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3011011.500000 Penalty: 3329.457520
	Iteration 24Q: 3 clusters Score -3011012 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3011069.500000 Penalty: 3329.457520
	Iteration 25Q: 3 clusters Score -3011070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3011116.250000 Penalty: 3329.457520
	Iteration 26Q: 3 clusters Score -3011116 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3011168.250000 Penalty: 3329.457520
	Iteration 27Q: 3 clusters Score -3011168 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3011207.500000 Penalty: 3329.457520
	Iteration 28Q: 3 clusters Score -3011208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3011250.250000 Penalty: 3329.457520
	Iteration 29Q: 3 clusters Score -3011250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3011287.750000 Penalty: 3329.457520
	Iteration 30Q: 3 clusters Score -3011288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3011320.500000 Penalty: 3329.457520
	Iteration 31Q: 3 clusters Score -3011320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3011350.250000 Penalty: 3329.457520
	Iteration 32Q: 3 clusters Score -3011350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3011384.750000 Penalty: 3329.457520
	Iteration 33Q: 3 clusters Score -3011385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3011412.000000 Penalty: 3329.457520
	Iteration 34Q: 3 clusters Score -3011412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3011437.000000 Penalty: 3329.457520
	Iteration 35Q: 3 clusters Score -3011437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3011466.000000 Penalty: 3329.457520
	Iteration 36Q: 3 clusters Score -3011466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3011500.250000 Penalty: 3329.457520
	Iteration 37Q: 3 clusters Score -3011500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3011525.250000 Penalty: 3329.457520
	Iteration 38Q: 3 clusters Score -3011525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3011557.000000 Penalty: 3329.457520
	Iteration 39Q: 3 clusters Score -3011557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3011592.000000 Penalty: 3329.457520
	Iteration 40F: 3 clusters Score -3011592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3011608.250000 Penalty: 3329.457520
	Iteration 41Q: 3 clusters Score -3011608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3011617.750000 Penalty: 3329.457520
	Iteration 42Q: 3 clusters Score -3011618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3011625.000000 Penalty: 3329.457520
	Iteration 43Q: 3 clusters Score -3011625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3011631.500000 Penalty: 3329.457520
	Iteration 44Q: 3 clusters Score -3011632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3011644.750000 Penalty: 3329.457520
	Iteration 45Q: 3 clusters Score -3011645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3011641.500000 Penalty: 3329.457520
	Iteration 46Q: 3 clusters Score -3011642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3011650.500000 Penalty: 3329.457520
	Iteration 47Q: 3 clusters Score -3011650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3011652.750000 Penalty: 3329.457520
	Iteration 48Q: 3 clusters Score -3011653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3011654.000000 Penalty: 3329.457520
	Iteration 49Q: 3 clusters Score -3011654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3011662.000000 Penalty: 3329.457520
	Iteration 50Q: 3 clusters Score -3011662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3011667.000000 Penalty: 3329.457520
	Iteration 51Q: 3 clusters Score -3011667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3011672.250000 Penalty: 3329.457520
	Iteration 52Q: 3 clusters Score -3011672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3011667.750000 Penalty: 3329.457520
	Iteration 53Q: 3 clusters Score -3011668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3011673.000000 Penalty: 3329.457520
	Iteration 54Q: 3 clusters Score -3011673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3011679.250000 Penalty: 3329.457520
	Iteration 55Q: 3 clusters Score -3011679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3011676.250000 Penalty: 3329.457520
	Iteration 56Q: 3 clusters Score -3011676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3011680.250000 Penalty: 3329.457520
	Iteration 57Q: 3 clusters Score -3011680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3011683.000000 Penalty: 3329.457520
	Iteration 58Q: 3 clusters Score -3011683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3011683.000000 Penalty: 3329.457520
	Iteration 59Q: 3 clusters Score -3011683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3011689.000000 Penalty: 3329.457520
	Iteration 60F: 3 clusters Score -3011689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -509501.437500 Penalty: 1389.477051
	Iteration 0F: 2 clusters Score -509501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -505462.656250 Penalty: 2778.954102
	Iteration 0F: 3 clusters Score -505462.7 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -506897.031250 Penalty: 2778.954102
	Iteration 1F: 3 clusters Score -506897 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -507391.625000 Penalty: 2778.954102
	Iteration 2F: 3 clusters Score -507391.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -507842.718750 Penalty: 2778.954102
	Iteration 3F: 3 clusters Score -507842.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -508166.875000 Penalty: 2778.954102
	Iteration 4F: 3 clusters Score -508166.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -508345.125000 Penalty: 2778.954102
	Iteration 5F: 3 clusters Score -508345.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -508451.718750 Penalty: 2778.954102
	Iteration 6Q: 3 clusters Score -508451.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -508522.562500 Penalty: 2778.954102
	Iteration 7Q: 3 clusters Score -508522.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -508576.875000 Penalty: 2778.954102
	Iteration 8Q: 3 clusters Score -508576.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -508622.687500 Penalty: 2778.954102
	Iteration 9Q: 3 clusters Score -508622.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -508656.093750 Penalty: 2778.954102
	Iteration 10Q: 3 clusters Score -508656.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -508682.562500 Penalty: 2778.954102
	Iteration 11Q: 3 clusters Score -508682.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -508698.312500 Penalty: 2778.954102
	Iteration 12Q: 3 clusters Score -508698.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -508714.625000 Penalty: 2778.954102
	Iteration 13Q: 3 clusters Score -508714.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -508729.531250 Penalty: 2778.954102
	Iteration 14Q: 3 clusters Score -508729.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -508740.375000 Penalty: 2778.954102
	Iteration 15Q: 3 clusters Score -508740.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -508751.312500 Penalty: 2778.954102
	Iteration 16Q: 3 clusters Score -508751.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -508759.656250 Penalty: 2778.954102
	Iteration 17Q: 3 clusters Score -508759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -508767.687500 Penalty: 2778.954102
	Iteration 18Q: 3 clusters Score -508767.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -508774.031250 Penalty: 2778.954102
	Iteration 19Q: 3 clusters Score -508774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -508778.500000 Penalty: 2778.954102
	Iteration 20F: 3 clusters Score -508778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -508781.937500 Penalty: 2778.954102
	Iteration 21Q: 3 clusters Score -508781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -508788.343750 Penalty: 2778.954102
	Iteration 22Q: 3 clusters Score -508788.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -508797.468750 Penalty: 2778.954102
	Iteration 23Q: 3 clusters Score -508797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -508803.062500 Penalty: 2778.954102
	Iteration 24Q: 3 clusters Score -508803.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -508806.468750 Penalty: 2778.954102
	Iteration 25Q: 3 clusters Score -508806.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -508810.375000 Penalty: 2778.954102
	Iteration 26Q: 3 clusters Score -508810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -508809.718750 Penalty: 2778.954102
	Iteration 27Q: 3 clusters Score -508809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -508810.062500 Penalty: 2778.954102
	Iteration 28Q: 3 clusters Score -508810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -508813.375000 Penalty: 2778.954102
	Iteration 29Q: 3 clusters Score -508813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -508813.593750 Penalty: 2778.954102
	Iteration 30Q: 3 clusters Score -508813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -508813.562500 Penalty: 2778.954102
	Iteration 31Q: 3 clusters Score -508813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -508813.312500 Penalty: 2778.954102
	Iteration 32Q: 3 clusters Score -508813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -508813.312500 Penalty: 2778.954102
	Iteration 33F: 3 clusters Score -508813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Entering Unmasked Estep 
Score: -5507809.000000 Penalty: 1762.928833
	Iteration 0F: 2 clusters Score -5507809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5473397.500000 Penalty: 3525.857666
	Iteration 0F: 3 clusters Score -5473398 nChanged 24156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5487071.500000 Penalty: 3525.857666
	Iteration 1F: 3 clusters Score -5487072 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5487660.500000 Penalty: 3525.857666
	Iteration 2Q: 3 clusters Score -5487660 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5488399.500000 Penalty: 3525.857666
	Iteration 3Q: 3 clusters Score -5488400 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5489447.500000 Penalty: 3525.857666
	Iteration 4Q: 3 clusters Score -5489448 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -5491055.000000 Penalty: 3525.857666
	Iteration 5F: 3 clusters Score -5491055 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5493439.000000 Penalty: 3525.857666
	Iteration 6F: 3 clusters Score -5493439 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -5496696.500000 Penalty: 3525.857666
	Iteration 7F: 3 clusters Score -5496696 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5500647.000000 Penalty: 3525.857666
	Iteration 8F: 3 clusters Score -5500647 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -5504041.500000 Penalty: 3525.857666
	Iteration 9F: 3 clusters Score -5504042 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -5505893.000000 Penalty: 3525.857666
	Iteration 10Q: 3 clusters Score -5505893 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5506669.000000 Penalty: 3525.857666
	Iteration 11Q: 3 clusters Score -5506669 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -5506942.500000 Penalty: 3525.857666
	Iteration 12Q: 3 clusters Score -5506942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -5507036.500000 Penalty: 3525.857666
	Iteration 13Q: 3 clusters Score -5507036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5507104.000000 Penalty: 3525.857666
	Iteration 14Q: 3 clusters Score -5507104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -5507147.500000 Penalty: 3525.857666
	Iteration 15Q: 3 clusters Score -5507148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -5507158.500000 Penalty: 3525.857666
	Iteration 16Q: 3 clusters Score -5507158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -5507165.000000 Penalty: 3525.857666
	Iteration 17Q: 3 clusters Score -5507165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -5507187.500000 Penalty: 3525.857666
	Iteration 18Q: 3 clusters Score -5507188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -5507188.000000 Penalty: 3525.857666
	Iteration 19Q: 3 clusters Score -5507188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5507197.000000 Penalty: 3525.857666
	Iteration 20F: 3 clusters Score -5507197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -5507200.000000 Penalty: 3525.857666
	Iteration 21Q: 3 clusters Score -5507200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -5507203.000000 Penalty: 3525.857666
	Iteration 22Q: 3 clusters Score -5507203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -5507203.000000 Penalty: 3525.857666
	Iteration 23Q: 3 clusters Score -5507203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -5507215.000000 Penalty: 3525.857666
	Iteration 24Q: 3 clusters Score -5507215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -5507218.000000 Penalty: 3525.857666
	Iteration 25Q: 3 clusters Score -5507218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -5507223.000000 Penalty: 3525.857666
	Iteration 26Q: 3 clusters Score -5507223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -5507220.500000 Penalty: 3525.857666
	Iteration 27Q: 3 clusters Score -5507220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -5507230.500000 Penalty: 3525.857666
	Iteration 28Q: 3 clusters Score -5507230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -5507233.000000 Penalty: 3525.857666
	Iteration 29Q: 3 clusters Score -5507233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5507238.500000 Penalty: 3525.857666
	Iteration 30Q: 3 clusters Score -5507238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5507251.000000 Penalty: 3525.857666
	Iteration 31Q: 3 clusters Score -5507251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -5507260.000000 Penalty: 3525.857666
	Iteration 32Q: 3 clusters Score -5507260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -5507257.000000 Penalty: 3525.857666
	Iteration 33Q: 3 clusters Score -5507257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5507254.000000 Penalty: 3525.857666
	Iteration 34Q: 3 clusters Score -5507254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -5507254.500000 Penalty: 3525.857666
	Iteration 35Q: 3 clusters Score -5507254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -5507262.000000 Penalty: 3525.857666
	Iteration 36Q: 3 clusters Score -5507262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -5507256.000000 Penalty: 3525.857666
	Iteration 37Q: 3 clusters Score -5507256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -5507248.000000 Penalty: 3525.857666
	Iteration 38Q: 3 clusters Score -5507248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -5507255.500000 Penalty: 3525.857666
	Iteration 39Q: 3 clusters Score -5507256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -5507263.500000 Penalty: 3525.857666
	Iteration 40F: 3 clusters Score -5507264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -5507258.000000 Penalty: 3525.857666
	Iteration 41Q: 3 clusters Score -5507258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -5507253.000000 Penalty: 3525.857666
	Iteration 42Q: 3 clusters Score -5507253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5507249.500000 Penalty: 3525.857666
	Iteration 43Q: 3 clusters Score -5507250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5507258.000000 Penalty: 3525.857666
	Iteration 44Q: 3 clusters Score -5507258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5507258.500000 Penalty: 3525.857666
	Iteration 45Q: 3 clusters Score -5507258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -5507266.500000 Penalty: 3525.857666
	Iteration 46Q: 3 clusters Score -5507266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5507261.000000 Penalty: 3525.857666
	Iteration 47Q: 3 clusters Score -5507261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -5507263.500000 Penalty: 3525.857666
	Iteration 48Q: 3 clusters Score -5507264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -5507255.000000 Penalty: 3525.857666
	Iteration 49Q: 3 clusters Score -5507255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -5507267.000000 Penalty: 3525.857666
	Iteration 50Q: 3 clusters Score -5507267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -5507274.000000 Penalty: 3525.857666
	Iteration 51Q: 3 clusters Score -5507274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -5507270.500000 Penalty: 3525.857666
	Iteration 52Q: 3 clusters Score -5507270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -5507273.000000 Penalty: 3525.857666
	Iteration 53Q: 3 clusters Score -5507273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -5507277.500000 Penalty: 3525.857666
	Iteration 54Q: 3 clusters Score -5507278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -5507275.000000 Penalty: 3525.857666
	Iteration 55Q: 3 clusters Score -5507275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -5507275.000000 Penalty: 3525.857666
	Iteration 56F: 3 clusters Score -5507275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Entering Unmasked Estep 
Score: -6459587.500000 Penalty: 1788.894165
	Iteration 0F: 2 clusters Score -6459588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6419062.000000 Penalty: 3577.788330
	Iteration 0F: 3 clusters Score -6419062 nChanged 28593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -6435296.000000 Penalty: 3577.788330
	Iteration 1F: 3 clusters Score -6435296 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6435912.500000 Penalty: 3577.788330
	Iteration 2Q: 3 clusters Score -6435912 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -6436805.000000 Penalty: 3577.788330
	Iteration 3Q: 3 clusters Score -6436805 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -6437972.000000 Penalty: 3577.788330
	Iteration 4Q: 3 clusters Score -6437972 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -6439600.500000 Penalty: 3577.788330
	Iteration 5F: 3 clusters Score -6439600 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -6441763.500000 Penalty: 3577.788330
	Iteration 6F: 3 clusters Score -6441764 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -6444490.500000 Penalty: 3577.788330
	Iteration 7F: 3 clusters Score -6444490 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -6447580.000000 Penalty: 3577.788330
	Iteration 8F: 3 clusters Score -6447580 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -6450468.500000 Penalty: 3577.788330
	Iteration 9F: 3 clusters Score -6450468 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6452780.500000 Penalty: 3577.788330
	Iteration 10Q: 3 clusters Score -6452780 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -6454565.000000 Penalty: 3577.788330
	Iteration 11Q: 3 clusters Score -6454565 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6455736.500000 Penalty: 3577.788330
	Iteration 12Q: 3 clusters Score -6455736 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6456499.000000 Penalty: 3577.788330
	Iteration 13Q: 3 clusters Score -6456499 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6456979.500000 Penalty: 3577.788330
	Iteration 14Q: 3 clusters Score -6456980 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6457276.500000 Penalty: 3577.788330
	Iteration 15Q: 3 clusters Score -6457276 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6457506.000000 Penalty: 3577.788330
	Iteration 16Q: 3 clusters Score -6457506 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6457673.500000 Penalty: 3577.788330
	Iteration 17Q: 3 clusters Score -6457674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6457771.500000 Penalty: 3577.788330
	Iteration 18Q: 3 clusters Score -6457772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6457851.000000 Penalty: 3577.788330
	Iteration 19Q: 3 clusters Score -6457851 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6457932.500000 Penalty: 3577.788330
	Iteration 20F: 3 clusters Score -6457932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6457975.000000 Penalty: 3577.788330
	Iteration 21Q: 3 clusters Score -6457975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6458030.000000 Penalty: 3577.788330
	Iteration 22Q: 3 clusters Score -6458030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6458061.000000 Penalty: 3577.788330
	Iteration 23Q: 3 clusters Score -6458061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6458075.000000 Penalty: 3577.788330
	Iteration 24Q: 3 clusters Score -6458075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6458097.000000 Penalty: 3577.788330
	Iteration 25Q: 3 clusters Score -6458097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6458106.500000 Penalty: 3577.788330
	Iteration 26Q: 3 clusters Score -6458106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6458123.000000 Penalty: 3577.788330
	Iteration 27Q: 3 clusters Score -6458123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6458128.500000 Penalty: 3577.788330
	Iteration 28Q: 3 clusters Score -6458128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6458146.500000 Penalty: 3577.788330
	Iteration 29Q: 3 clusters Score -6458146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6458155.000000 Penalty: 3577.788330
	Iteration 30Q: 3 clusters Score -6458155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6458156.000000 Penalty: 3577.788330
	Iteration 31Q: 3 clusters Score -6458156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6458161.000000 Penalty: 3577.788330
	Iteration 32Q: 3 clusters Score -6458161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6458164.500000 Penalty: 3577.788330
	Iteration 33Q: 3 clusters Score -6458164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6458173.000000 Penalty: 3577.788330
	Iteration 34Q: 3 clusters Score -6458173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6458179.500000 Penalty: 3577.788330
	Iteration 35Q: 3 clusters Score -6458180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6458175.500000 Penalty: 3577.788330
	Iteration 36Q: 3 clusters Score -6458176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6458176.500000 Penalty: 3577.788330
	Iteration 37Q: 3 clusters Score -6458176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6458174.500000 Penalty: 3577.788330
	Iteration 38Q: 3 clusters Score -6458174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6458188.500000 Penalty: 3577.788330
	Iteration 39Q: 3 clusters Score -6458188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6458190.000000 Penalty: 3577.788330
	Iteration 40F: 3 clusters Score -6458190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6458190.500000 Penalty: 3577.788330
	Iteration 41Q: 3 clusters Score -6458190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6458193.500000 Penalty: 3577.788330
	Iteration 42Q: 3 clusters Score -6458194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6458195.000000 Penalty: 3577.788330
	Iteration 43Q: 3 clusters Score -6458195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6458199.000000 Penalty: 3577.788330
	Iteration 44Q: 3 clusters Score -6458199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6458198.500000 Penalty: 3577.788330
	Iteration 45Q: 3 clusters Score -6458198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6458199.500000 Penalty: 3577.788330
	Iteration 46Q: 3 clusters Score -6458200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6458197.000000 Penalty: 3577.788330
	Iteration 47Q: 3 clusters Score -6458197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6458200.000000 Penalty: 3577.788330
	Iteration 48Q: 3 clusters Score -6458200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6458200.000000 Penalty: 3577.788330
	Iteration 49Q: 3 clusters Score -6458200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6458200.000000 Penalty: 3577.788330
	Iteration 50Q: 3 clusters Score -6458200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6458200.500000 Penalty: 3577.788330
	Iteration 51Q: 3 clusters Score -6458200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6458200.000000 Penalty: 3577.788330
	Iteration 52Q: 3 clusters Score -6458200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6458207.500000 Penalty: 3577.788330
	Iteration 53Q: 3 clusters Score -6458208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6458207.500000 Penalty: 3577.788330
	Iteration 54F: 3 clusters Score -6458208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -142963.171875 Penalty: 1198.784302
	Iteration 0F: 2 clusters Score -142963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -141425.359375 Penalty: 2397.568604
	Iteration 0F: 3 clusters Score -141425.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142515.125000 Penalty: 2397.568604
	Iteration 1F: 3 clusters Score -142515.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143021.328125 Penalty: 2397.568604
	Iteration 2F: 3 clusters Score -143021.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143132.296875 Penalty: 2397.568604
	Iteration 3F: 3 clusters Score -143132.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143196.453125 Penalty: 2397.568604
	Iteration 4Q: 3 clusters Score -143196.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143250.906250 Penalty: 2397.568604
	Iteration 5Q: 3 clusters Score -143250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -143290.781250 Penalty: 2397.568604
	Iteration 6Q: 3 clusters Score -143290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143341.562500 Penalty: 2397.568604
	Iteration 7Q: 3 clusters Score -143341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143367.312500 Penalty: 2397.568604
	Iteration 8Q: 3 clusters Score -143367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -143378.437500 Penalty: 2397.568604
	Iteration 9Q: 3 clusters Score -143378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -143379.703125 Penalty: 2397.568604
	Iteration 10Q: 3 clusters Score -143379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -143380.703125 Penalty: 2397.568604
	Iteration 11Q: 3 clusters Score -143380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -143391.859375 Penalty: 2397.568604
	Iteration 12F: 3 clusters Score -143391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -143456.906250 Penalty: 2397.568604
	Iteration 13Q: 3 clusters Score -143456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -143519.218750 Penalty: 2397.568604
	Iteration 14Q: 3 clusters Score -143519.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143567.453125 Penalty: 2397.568604
	Iteration 15Q: 3 clusters Score -143567.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143619.421875 Penalty: 2397.568604
	Iteration 16Q: 3 clusters Score -143619.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143665.078125 Penalty: 2397.568604
	Iteration 17Q: 3 clusters Score -143665.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -143732.609375 Penalty: 2397.568604
	Iteration 18Q: 3 clusters Score -143732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -143761.953125 Penalty: 2397.568604
	Iteration 19Q: 3 clusters Score -143762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143847.375000 Penalty: 2397.568604
	Iteration 20F: 3 clusters Score -143847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -143926.250000 Penalty: 2397.568604
	Iteration 21Q: 3 clusters Score -143926.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143976.781250 Penalty: 2397.568604
	Iteration 22Q: 3 clusters Score -143976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143990.890625 Penalty: 2397.568604
	Iteration 23Q: 3 clusters Score -143990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -144001.937500 Penalty: 2397.568604
	Iteration 24Q: 3 clusters Score -144001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -144014.796875 Penalty: 2397.568604
	Iteration 25Q: 3 clusters Score -144014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -144026.546875 Penalty: 2397.568604
	Iteration 26Q: 3 clusters Score -144026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -144032.281250 Penalty: 2397.568604
	Iteration 27Q: 3 clusters Score -144032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -144036.484375 Penalty: 2397.568604
	Iteration 28Q: 3 clusters Score -144036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -144039.390625 Penalty: 2397.568604
	Iteration 29Q: 3 clusters Score -144039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -144042.453125 Penalty: 2397.568604
	Iteration 30Q: 3 clusters Score -144042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -144044.640625 Penalty: 2397.568604
	Iteration 31Q: 3 clusters Score -144044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -144050.578125 Penalty: 2397.568604
	Iteration 32Q: 3 clusters Score -144050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -144056.390625 Penalty: 2397.568604
	Iteration 33Q: 3 clusters Score -144056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -144059.218750 Penalty: 2397.568604
	Iteration 34Q: 3 clusters Score -144059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -144062.359375 Penalty: 2397.568604
	Iteration 35Q: 3 clusters Score -144062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -144065.484375 Penalty: 2397.568604
	Iteration 36Q: 3 clusters Score -144065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -144067.687500 Penalty: 2397.568604
	Iteration 37Q: 3 clusters Score -144067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -144068.218750 Penalty: 2397.568604
	Iteration 38F: 3 clusters Score -144068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -144068.937500 Penalty: 2397.568604
	Iteration 39Q: 3 clusters Score -144068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -144069.562500 Penalty: 2397.568604
	Iteration 40F: 3 clusters Score -144069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -144070.312500 Penalty: 2397.568604
	Iteration 41Q: 3 clusters Score -144070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -144070.312500 Penalty: 2397.568604
	Iteration 42F: 3 clusters Score -144070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 230261 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 5 contains 36038 members 
Mstep: Class 6 contains 95612 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 45566 members 
Mstep: Class 9 contains 20520 members 
Mstep: Class 11 contains 45033 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 60390 members 
Mstep: Class 18 contains 1331 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 36958 members 
Mstep: Class 22 contains 1059 members 
Entering Unmasked Estep 
Score: -70195192.000000 Penalty: 39277.449219
Splitting cluster 18 changes total score from -70194808.000000 to -70195192.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 19 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -77887.757812 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -77887.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76629.632812 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -76629.63 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76899.421875 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -76899.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76986.937500 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -76986.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77040.070312 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -77040.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77066.953125 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -77066.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77094.960938 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -77094.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77117.812500 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -77117.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77141.625000 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -77141.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77157.742188 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -77157.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77168.765625 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -77168.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77175.539062 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -77175.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77182.453125 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -77182.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77188.843750 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -77188.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77192.179688 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -77192.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -77195.437500 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -77195.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77199.304688 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -77199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77200.945312 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -77200.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77203.757812 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -77203.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77213.570312 Penalty: 2165.932861
	Iteration 18F: 3 clusters Score -77213.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -77255.859375 Penalty: 2165.932861
	Iteration 19Q: 3 clusters Score -77255.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77264.648438 Penalty: 2165.932861
	Iteration 20F: 3 clusters Score -77264.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -77269.101562 Penalty: 2165.932861
	Iteration 21Q: 3 clusters Score -77269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77274.765625 Penalty: 2165.932861
	Iteration 22Q: 3 clusters Score -77274.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77279.140625 Penalty: 2165.932861
	Iteration 23Q: 3 clusters Score -77279.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77284.929688 Penalty: 2165.932861
	Iteration 24Q: 3 clusters Score -77284.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -77286.914062 Penalty: 2165.932861
	Iteration 25Q: 3 clusters Score -77286.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77287.585938 Penalty: 2165.932861
	Iteration 26Q: 3 clusters Score -77287.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77288.539062 Penalty: 2165.932861
	Iteration 27Q: 3 clusters Score -77288.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77288.539062 Penalty: 2165.932861
	Iteration 28F: 3 clusters Score -77288.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Entering Unmasked Estep 
Score: -3786877.250000 Penalty: 1709.099731
	Iteration 0F: 2 clusters Score -3786877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3762183.500000 Penalty: 3418.199463
	Iteration 0F: 3 clusters Score -3762184 nChanged 17202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3771680.000000 Penalty: 3418.199463
	Iteration 1F: 3 clusters Score -3771680 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3772196.750000 Penalty: 3418.199463
	Iteration 2Q: 3 clusters Score -3772197 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3772970.000000 Penalty: 3418.199463
	Iteration 3Q: 3 clusters Score -3772970 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3774256.750000 Penalty: 3418.199463
	Iteration 4F: 3 clusters Score -3774257 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3776116.250000 Penalty: 3418.199463
	Iteration 5F: 3 clusters Score -3776116 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3778237.000000 Penalty: 3418.199463
	Iteration 6F: 3 clusters Score -3778237 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3780176.250000 Penalty: 3418.199463
	Iteration 7F: 3 clusters Score -3780176 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3781880.250000 Penalty: 3418.199463
	Iteration 8Q: 3 clusters Score -3781880 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3783144.000000 Penalty: 3418.199463
	Iteration 9Q: 3 clusters Score -3783144 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -3784075.500000 Penalty: 3418.199463
	Iteration 10Q: 3 clusters Score -3784076 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -3784681.000000 Penalty: 3418.199463
	Iteration 11Q: 3 clusters Score -3784681 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3785015.750000 Penalty: 3418.199463
	Iteration 12Q: 3 clusters Score -3785016 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3785188.500000 Penalty: 3418.199463
	Iteration 13Q: 3 clusters Score -3785188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3785286.750000 Penalty: 3418.199463
	Iteration 14Q: 3 clusters Score -3785287 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3785352.250000 Penalty: 3418.199463
	Iteration 15Q: 3 clusters Score -3785352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3785378.500000 Penalty: 3418.199463
	Iteration 16Q: 3 clusters Score -3785378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3785408.500000 Penalty: 3418.199463
	Iteration 17Q: 3 clusters Score -3785408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3785432.500000 Penalty: 3418.199463
	Iteration 18Q: 3 clusters Score -3785432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3785449.750000 Penalty: 3418.199463
	Iteration 19Q: 3 clusters Score -3785450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3785456.000000 Penalty: 3418.199463
	Iteration 20F: 3 clusters Score -3785456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3785458.250000 Penalty: 3418.199463
	Iteration 21Q: 3 clusters Score -3785458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3785458.500000 Penalty: 3418.199463
	Iteration 22Q: 3 clusters Score -3785458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -3785469.750000 Penalty: 3418.199463
	Iteration 23Q: 3 clusters Score -3785470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -3785463.000000 Penalty: 3418.199463
	Iteration 24Q: 3 clusters Score -3785463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3785460.000000 Penalty: 3418.199463
	Iteration 25Q: 3 clusters Score -3785460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3785467.250000 Penalty: 3418.199463
	Iteration 26Q: 3 clusters Score -3785467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -3785463.500000 Penalty: 3418.199463
	Iteration 27Q: 3 clusters Score -3785464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3785463.250000 Penalty: 3418.199463
	Iteration 28Q: 3 clusters Score -3785463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -3785466.250000 Penalty: 3418.199463
	Iteration 29Q: 3 clusters Score -3785466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -3785473.000000 Penalty: 3418.199463
	Iteration 30Q: 3 clusters Score -3785473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3785478.500000 Penalty: 3418.199463
	Iteration 31Q: 3 clusters Score -3785478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3785477.250000 Penalty: 3418.199463
	Iteration 32Q: 3 clusters Score -3785477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -3785478.250000 Penalty: 3418.199463
	Iteration 33Q: 3 clusters Score -3785478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3785481.250000 Penalty: 3418.199463
	Iteration 34Q: 3 clusters Score -3785481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3785481.750000 Penalty: 3418.199463
	Iteration 35Q: 3 clusters Score -3785482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -3785478.500000 Penalty: 3418.199463
	Iteration 36Q: 3 clusters Score -3785478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3785474.750000 Penalty: 3418.199463
	Iteration 37Q: 3 clusters Score -3785475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -3785488.500000 Penalty: 3418.199463
	Iteration 38Q: 3 clusters Score -3785488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3785488.750000 Penalty: 3418.199463
	Iteration 39Q: 3 clusters Score -3785489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -3785486.750000 Penalty: 3418.199463
	Iteration 40F: 3 clusters Score -3785487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3785494.000000 Penalty: 3418.199463
	Iteration 41Q: 3 clusters Score -3785494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3785488.500000 Penalty: 3418.199463
	Iteration 42Q: 3 clusters Score -3785488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3785487.750000 Penalty: 3418.199463
	Iteration 43Q: 3 clusters Score -3785488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -3785481.250000 Penalty: 3418.199463
	Iteration 44Q: 3 clusters Score -3785481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3785480.250000 Penalty: 3418.199463
	Iteration 45Q: 3 clusters Score -3785480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3785481.250000 Penalty: 3418.199463
	Iteration 46Q: 3 clusters Score -3785481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3785482.250000 Penalty: 3418.199463
	Iteration 47Q: 3 clusters Score -3785482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3785483.250000 Penalty: 3418.199463
	Iteration 48Q: 3 clusters Score -3785483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3785486.500000 Penalty: 3418.199463
	Iteration 49Q: 3 clusters Score -3785486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3785491.000000 Penalty: 3418.199463
	Iteration 50Q: 3 clusters Score -3785491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3785494.250000 Penalty: 3418.199463
	Iteration 51Q: 3 clusters Score -3785494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3785494.500000 Penalty: 3418.199463
	Iteration 52Q: 3 clusters Score -3785494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3785494.000000 Penalty: 3418.199463
	Iteration 53Q: 3 clusters Score -3785494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -3785496.000000 Penalty: 3418.199463
	Iteration 54Q: 3 clusters Score -3785496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -3785495.500000 Penalty: 3418.199463
	Iteration 55Q: 3 clusters Score -3785496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3785500.750000 Penalty: 3418.199463
	Iteration 56Q: 3 clusters Score -3785501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3785496.750000 Penalty: 3418.199463
	Iteration 57Q: 3 clusters Score -3785497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3785497.000000 Penalty: 3418.199463
	Iteration 58Q: 3 clusters Score -3785497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3785497.000000 Penalty: 3418.199463
	Iteration 59F: 3 clusters Score -3785497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -106294.437500 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -106294.4 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 516 members 
Entering Unmasked Estep 
Score: -104812.757812 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -104812.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105091.210938 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -105091.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105154.523438 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -105154.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105186.453125 Penalty: 2263.651123
	Iteration 3Q: 3 clusters Score -105186.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105213.507812 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -105213.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105227.031250 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -105227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105241.703125 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -105241.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105254.890625 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -105254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105261.414062 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -105261.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105269.585938 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -105269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105274.835938 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -105274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105280.992188 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -105281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105282.765625 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -105282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105283.468750 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -105283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105285.476562 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -105285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105287.070312 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -105287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105289.382812 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -105289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105290.843750 Penalty: 2263.651123
	Iteration 17Q: 3 clusters Score -105290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105292.351562 Penalty: 2263.651123
	Iteration 18Q: 3 clusters Score -105292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105293.062500 Penalty: 2263.651123
	Iteration 19Q: 3 clusters Score -105293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105294.671875 Penalty: 2263.651123
	Iteration 20F: 3 clusters Score -105294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105295.203125 Penalty: 2263.651123
	Iteration 21Q: 3 clusters Score -105295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105295.203125 Penalty: 2263.651123
	Iteration 22F: 3 clusters Score -105295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 230261 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 5 contains 36038 members 
Mstep: Class 6 contains 95612 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 45566 members 
Mstep: Class 9 contains 20520 members 
Mstep: Class 11 contains 45033 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 60390 members 
Mstep: Class 18 contains 1331 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 36958 members 
Mstep: Class 22 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70195440.000000 Penalty: 39277.449219
Iteration 39Q: 19 clusters Score -7.019544e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 5 contains 35951 members 
Mstep: Class 6 contains 94854 members 
Mstep: Class 7 contains 8178 members 
Mstep: Class 8 contains 45572 members 
Mstep: Class 9 contains 20580 members 
Mstep: Class 11 contains 45149 members 
Mstep: Class 12 contains 8061 members 
Mstep: Class 13 contains 28380 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 36722 members 
Mstep: Class 22 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -7.019674e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 230882 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 5 contains 35844 members 
Mstep: Class 6 contains 94065 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 45561 members 
Mstep: Class 9 contains 20640 members 
Mstep: Class 11 contains 45235 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 28580 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 60784 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 36529 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -7.019807e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 230936 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 93251 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 45550 members 
Mstep: Class 9 contains 20695 members 
Mstep: Class 11 contains 45303 members 
Mstep: Class 12 contains 9202 members 
Mstep: Class 13 contains 28763 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 61000 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 36353 members 
Mstep: Class 22 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -7.01988e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 231038 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 5 contains 35677 members 
Mstep: Class 6 contains 92442 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 45552 members 
Mstep: Class 9 contains 20775 members 
Mstep: Class 11 contains 45354 members 
Mstep: Class 12 contains 9746 members 
Mstep: Class 13 contains 28923 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 16 contains 51477 members 
Mstep: Class 17 contains 61185 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 36183 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -7.019954e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 231209 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 5 contains 35593 members 
Mstep: Class 6 contains 91631 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 45567 members 
Mstep: Class 9 contains 20835 members 
Mstep: Class 11 contains 45419 members 
Mstep: Class 12 contains 10215 members 
Mstep: Class 13 contains 29069 members 
Mstep: Class 15 contains 4965 members 
Mstep: Class 16 contains 51477 members 
Mstep: Class 17 contains 61336 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 36055 members 
Mstep: Class 22 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 19 clusters Score -7.019995e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 231370 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 5 contains 35488 members 
Mstep: Class 6 contains 90864 members 
Mstep: Class 7 contains 7922 members 
Mstep: Class 8 contains 45581 members 
Mstep: Class 9 contains 20892 members 
Mstep: Class 11 contains 45479 members 
Mstep: Class 12 contains 10639 members 
Mstep: Class 13 contains 29208 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 51479 members 
Mstep: Class 17 contains 61485 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 35957 members 
Mstep: Class 22 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 19 clusters Score -7.020043e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 231608 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 5 contains 35407 members 
Mstep: Class 6 contains 90092 members 
Mstep: Class 7 contains 7902 members 
Mstep: Class 8 contains 45581 members 
Mstep: Class 9 contains 20929 members 
Mstep: Class 11 contains 45554 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 29323 members 
Mstep: Class 15 contains 4918 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 61602 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 35888 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70200680.000000 Penalty: 39277.449219
Iteration 46Q: 19 clusters Score -7.020068e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 231806 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 5 contains 35353 members 
Mstep: Class 6 contains 89384 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 45588 members 
Mstep: Class 9 contains 20949 members 
Mstep: Class 11 contains 45631 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 29412 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 61708 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 35839 members 
Mstep: Class 22 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 19 clusters Score -7.020086e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232008 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 295 members 
Mstep: Class 5 contains 35295 members 
Mstep: Class 6 contains 88697 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 8 contains 45587 members 
Mstep: Class 9 contains 20980 members 
Mstep: Class 11 contains 45706 members 
Mstep: Class 12 contains 11661 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 15 contains 4875 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 61786 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 20 contains 35809 members 
Mstep: Class 22 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -7.020101e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232226 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 5 contains 35231 members 
Mstep: Class 6 contains 88058 members 
Mstep: Class 7 contains 7856 members 
Mstep: Class 8 contains 45585 members 
Mstep: Class 9 contains 21017 members 
Mstep: Class 11 contains 45754 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 15 contains 4860 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 61855 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 35790 members 
Mstep: Class 22 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201392.000000 Penalty: 39277.449219
Iteration 49Q: 19 clusters Score -7.020139e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232429 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 5 contains 35174 members 
Mstep: Class 6 contains 87449 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 8 contains 45591 members 
Mstep: Class 9 contains 21046 members 
Mstep: Class 11 contains 45800 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 15 contains 4843 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 61911 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 35791 members 
Mstep: Class 22 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201608.000000 Penalty: 39277.449219
Iteration 50Q: 19 clusters Score -7.020161e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232585 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 5 contains 35103 members 
Mstep: Class 6 contains 86919 members 
Mstep: Class 7 contains 7842 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 21062 members 
Mstep: Class 11 contains 45863 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 61980 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 35785 members 
Mstep: Class 22 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201616.000000 Penalty: 39277.449219
Iteration 51Q: 19 clusters Score -7.020162e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232735 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 5 contains 35029 members 
Mstep: Class 6 contains 86451 members 
Mstep: Class 7 contains 7840 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 21086 members 
Mstep: Class 11 contains 45913 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 29790 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 51461 members 
Mstep: Class 17 contains 62038 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 35784 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201840.000000 Penalty: 39277.449219
Iteration 52Q: 19 clusters Score -7.020184e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232830 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 5 contains 34973 members 
Mstep: Class 6 contains 86052 members 
Mstep: Class 7 contains 7837 members 
Mstep: Class 8 contains 45588 members 
Mstep: Class 9 contains 21108 members 
Mstep: Class 11 contains 45939 members 
Mstep: Class 12 contains 12871 members 
Mstep: Class 13 contains 29847 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 51453 members 
Mstep: Class 17 contains 62092 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 35793 members 
Mstep: Class 22 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70201912.000000 Penalty: 39277.449219
Iteration 53Q: 19 clusters Score -7.020191e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 232950 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 5 contains 34914 members 
Mstep: Class 6 contains 85667 members 
Mstep: Class 7 contains 7823 members 
Mstep: Class 8 contains 45590 members 
Mstep: Class 9 contains 21123 members 
Mstep: Class 11 contains 45986 members 
Mstep: Class 12 contains 13058 members 
Mstep: Class 13 contains 29875 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 51448 members 
Mstep: Class 17 contains 62131 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202136.000000 Penalty: 39277.449219
Iteration 54Q: 19 clusters Score -7.020214e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233063 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 34870 members 
Mstep: Class 6 contains 85293 members 
Mstep: Class 7 contains 7813 members 
Mstep: Class 8 contains 45594 members 
Mstep: Class 9 contains 21125 members 
Mstep: Class 11 contains 46024 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 29913 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 51447 members 
Mstep: Class 17 contains 62175 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -7.02021e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233146 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 5 contains 34835 members 
Mstep: Class 6 contains 84931 members 
Mstep: Class 7 contains 7814 members 
Mstep: Class 8 contains 45601 members 
Mstep: Class 9 contains 21139 members 
Mstep: Class 11 contains 46060 members 
Mstep: Class 12 contains 13418 members 
Mstep: Class 13 contains 29952 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 51444 members 
Mstep: Class 17 contains 62227 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 35797 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -7.020243e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233262 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 5 contains 34817 members 
Mstep: Class 6 contains 84565 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 45610 members 
Mstep: Class 9 contains 21157 members 
Mstep: Class 11 contains 46090 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 51444 members 
Mstep: Class 17 contains 62271 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 35803 members 
Mstep: Class 22 contains 1175 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -7.020242e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233357 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 5 contains 34804 members 
Mstep: Class 6 contains 84235 members 
Mstep: Class 7 contains 7803 members 
Mstep: Class 8 contains 45619 members 
Mstep: Class 9 contains 21180 members 
Mstep: Class 11 contains 46128 members 
Mstep: Class 12 contains 13708 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 51444 members 
Mstep: Class 17 contains 62310 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1180 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -7.020248e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233427 members 
Mstep: Class 2 contains 3587 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 5 contains 34795 members 
Mstep: Class 6 contains 83952 members 
Mstep: Class 7 contains 7794 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 21198 members 
Mstep: Class 11 contains 46171 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 30003 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 51442 members 
Mstep: Class 17 contains 62351 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 35803 members 
Mstep: Class 22 contains 1182 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -7.020256e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 233494 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 5 contains 34777 members 
Mstep: Class 6 contains 83702 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45618 members 
Mstep: Class 9 contains 21213 members 
Mstep: Class 11 contains 46197 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 30018 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 51440 members 
Mstep: Class 17 contains 62384 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -7.020285e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233512 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34764 members 
Mstep: Class 6 contains 83474 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45617 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 11 contains 46218 members 
Mstep: Class 12 contains 14077 members 
Mstep: Class 13 contains 30037 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 51445 members 
Mstep: Class 17 contains 62419 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1209 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -7.020302e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233514 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34756 members 
Mstep: Class 6 contains 83282 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 8 contains 45613 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 11 contains 46245 members 
Mstep: Class 12 contains 14189 members 
Mstep: Class 13 contains 30059 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 51447 members 
Mstep: Class 17 contains 62458 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 35795 members 
Mstep: Class 22 contains 1219 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -7.020302e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233491 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34747 members 
Mstep: Class 6 contains 83127 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 8 contains 45615 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 11 contains 46269 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 51449 members 
Mstep: Class 17 contains 62512 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 360 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 22 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203064.000000 Penalty: 39277.449219
Iteration 63Q: 19 clusters Score -7.020306e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233503 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 82985 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 45617 members 
Mstep: Class 9 contains 21245 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 14353 members 
Mstep: Class 13 contains 30101 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 51453 members 
Mstep: Class 17 contains 62541 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 35773 members 
Mstep: Class 22 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203112.000000 Penalty: 39277.449219
Iteration 64Q: 19 clusters Score -7.020311e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233505 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 82845 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 8 contains 45619 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 11 contains 46293 members 
Mstep: Class 12 contains 14422 members 
Mstep: Class 13 contains 30119 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 51454 members 
Mstep: Class 17 contains 62573 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 35768 members 
Mstep: Class 22 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203232.000000 Penalty: 39277.449219
Iteration 65Q: 19 clusters Score -7.020323e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233527 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 82701 members 
Mstep: Class 7 contains 7781 members 
Mstep: Class 8 contains 45614 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 11 contains 46307 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 30137 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 51450 members 
Mstep: Class 17 contains 62604 members 
Mstep: Class 18 contains 2196 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 35764 members 
Mstep: Class 22 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203232.000000 Penalty: 39277.449219
Iteration 66Q: 19 clusters Score -7.020323e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233539 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 82567 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 45616 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 11 contains 46325 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 30151 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 51454 members 
Mstep: Class 17 contains 62625 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 35765 members 
Mstep: Class 22 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203280.000000 Penalty: 39277.449219
Iteration 67Q: 19 clusters Score -7.020328e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233536 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 82446 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 11 contains 46338 members 
Mstep: Class 12 contains 14600 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 62648 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 353 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 22 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203440.000000 Penalty: 39277.449219
Iteration 68Q: 19 clusters Score -7.020344e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233529 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34731 members 
Mstep: Class 6 contains 82338 members 
Mstep: Class 7 contains 7784 members 
Mstep: Class 8 contains 45618 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 11 contains 46345 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 30186 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 62671 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 351 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 22 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203456.000000 Penalty: 39277.449219
Iteration 69Q: 19 clusters Score -7.020346e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233555 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 82229 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45621 members 
Mstep: Class 9 contains 21264 members 
Mstep: Class 11 contains 46352 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 30203 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 62688 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35761 members 
Mstep: Class 22 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203464.000000 Penalty: 39277.449219
Iteration 70Q: 19 clusters Score -7.020346e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233580 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 82136 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45626 members 
Mstep: Class 9 contains 21267 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 14748 members 
Mstep: Class 13 contains 30212 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 62702 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35763 members 
Mstep: Class 22 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203440.000000 Penalty: 39277.449219
Iteration 71Q: 19 clusters Score -7.020344e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233614 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 82025 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45630 members 
Mstep: Class 9 contains 21269 members 
Mstep: Class 11 contains 46368 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 51458 members 
Mstep: Class 17 contains 62714 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35763 members 
Mstep: Class 22 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203464.000000 Penalty: 39277.449219
Iteration 72Q: 19 clusters Score -7.020346e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233643 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 6 contains 81928 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45628 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 11 contains 46376 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 30230 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 62720 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35765 members 
Mstep: Class 22 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203432.000000 Penalty: 39277.449219
Iteration 73Q: 19 clusters Score -7.020343e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233661 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81847 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45628 members 
Mstep: Class 9 contains 21278 members 
Mstep: Class 11 contains 46381 members 
Mstep: Class 12 contains 14858 members 
Mstep: Class 13 contains 30241 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 51458 members 
Mstep: Class 17 contains 62727 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35767 members 
Mstep: Class 22 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203456.000000 Penalty: 39277.449219
Iteration 74Q: 19 clusters Score -7.020346e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233689 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 6 contains 81773 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 21278 members 
Mstep: Class 11 contains 46386 members 
Mstep: Class 12 contains 14886 members 
Mstep: Class 13 contains 30250 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 51458 members 
Mstep: Class 17 contains 62735 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 35764 members 
Mstep: Class 22 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203504.000000 Penalty: 39277.449219
Iteration 75Q: 19 clusters Score -7.02035e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233706 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81718 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 45630 members 
Mstep: Class 9 contains 21284 members 
Mstep: Class 11 contains 46380 members 
Mstep: Class 12 contains 14909 members 
Mstep: Class 13 contains 30254 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 51459 members 
Mstep: Class 17 contains 62742 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 35765 members 
Mstep: Class 22 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203488.000000 Penalty: 39277.449219
Iteration 76Q: 19 clusters Score -7.020349e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233713 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81681 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 45632 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 11 contains 46381 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 30256 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 51462 members 
Mstep: Class 17 contains 62747 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 22 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203568.000000 Penalty: 39277.449219
Iteration 77Q: 19 clusters Score -7.020357e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233717 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81646 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 21284 members 
Mstep: Class 11 contains 46381 members 
Mstep: Class 12 contains 14946 members 
Mstep: Class 13 contains 30260 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 51463 members 
Mstep: Class 17 contains 62753 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 346 members 
Mstep: Class 20 contains 35768 members 
Mstep: Class 22 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203608.000000 Penalty: 39277.449219
Iteration 78Q: 19 clusters Score -7.020361e+07 nChanged 86
Entering ConstructFrom: 
Score: -70203608.000000 Penalty: 39277.449219
Entering ConstructFrom: 
Trying to split cluster 1 (233725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233725 members 
Entering Unmasked Estep 
Score: -24516922.000000 Penalty: 2008.808838
	Iteration 0F: 2 clusters Score -2.451692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -24370656.000000 Penalty: 4017.617676
	Iteration 0F: 3 clusters Score -2.437066e+07 nChanged 113387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120474 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -24437512.000000 Penalty: 4017.617676
	Iteration 1F: 3 clusters Score -2.443751e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122402 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -24438674.000000 Penalty: 4017.617676
	Iteration 2Q: 3 clusters Score -2.443867e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125347 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -24440216.000000 Penalty: 4017.617676
	Iteration 3Q: 3 clusters Score -2.444022e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129923 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -24442626.000000 Penalty: 4017.617676
	Iteration 4Q: 3 clusters Score -2.444263e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -24446126.000000 Penalty: 4017.617676
	Iteration 5Q: 3 clusters Score -2.444613e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -24451880.000000 Penalty: 4017.617676
	Iteration 6Q: 3 clusters Score -2.445188e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -24460764.000000 Penalty: 4017.617676
	Iteration 7F: 3 clusters Score -2.446076e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -24473070.000000 Penalty: 4017.617676
	Iteration 8F: 3 clusters Score -2.447307e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189682 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -24486194.000000 Penalty: 4017.617676
	Iteration 9F: 3 clusters Score -2.448619e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202466 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -24496506.000000 Penalty: 4017.617676
	Iteration 10F: 3 clusters Score -2.449651e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211732 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -24502734.000000 Penalty: 4017.617676
	Iteration 11Q: 3 clusters Score -2.450273e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218359 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -24506810.000000 Penalty: 4017.617676
	Iteration 12Q: 3 clusters Score -2.450681e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -24509364.000000 Penalty: 4017.617676
	Iteration 13Q: 3 clusters Score -2.450936e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226247 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -24511094.000000 Penalty: 4017.617676
	Iteration 14Q: 3 clusters Score -2.451109e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228532 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -24512396.000000 Penalty: 4017.617676
	Iteration 15Q: 3 clusters Score -2.45124e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230104 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -24513062.000000 Penalty: 4017.617676
	Iteration 16Q: 3 clusters Score -2.451306e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231182 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -24513768.000000 Penalty: 4017.617676
	Iteration 17Q: 3 clusters Score -2.451377e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -24514194.000000 Penalty: 4017.617676
	Iteration 18Q: 3 clusters Score -2.451419e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232308 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -24514474.000000 Penalty: 4017.617676
	Iteration 19Q: 3 clusters Score -2.451447e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232574 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -24514604.000000 Penalty: 4017.617676
	Iteration 20F: 3 clusters Score -2.45146e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -24514694.000000 Penalty: 4017.617676
	Iteration 21Q: 3 clusters Score -2.451469e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -24514838.000000 Penalty: 4017.617676
	Iteration 22Q: 3 clusters Score -2.451484e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232945 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24514918.000000 Penalty: 4017.617676
	Iteration 23Q: 3 clusters Score -2.451492e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233009 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -24514926.000000 Penalty: 4017.617676
	Iteration 24Q: 3 clusters Score -2.451493e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233046 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -24514976.000000 Penalty: 4017.617676
	Iteration 25Q: 3 clusters Score -2.451498e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233082 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -24514974.000000 Penalty: 4017.617676
	Iteration 26Q: 3 clusters Score -2.451497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24514994.000000 Penalty: 4017.617676
	Iteration 27Q: 3 clusters Score -2.451499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233146 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -24515038.000000 Penalty: 4017.617676
	Iteration 28Q: 3 clusters Score -2.451504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233174 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -24515076.000000 Penalty: 4017.617676
	Iteration 29Q: 3 clusters Score -2.451508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233201 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -24515098.000000 Penalty: 4017.617676
	Iteration 30Q: 3 clusters Score -2.45151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233213 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -24515094.000000 Penalty: 4017.617676
	Iteration 31Q: 3 clusters Score -2.451509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233222 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -24515110.000000 Penalty: 4017.617676
	Iteration 32Q: 3 clusters Score -2.451511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233232 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24515102.000000 Penalty: 4017.617676
	Iteration 33Q: 3 clusters Score -2.45151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233238 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -24515126.000000 Penalty: 4017.617676
	Iteration 34Q: 3 clusters Score -2.451513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233246 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -24515128.000000 Penalty: 4017.617676
	Iteration 35Q: 3 clusters Score -2.451513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233247 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24515122.000000 Penalty: 4017.617676
	Iteration 36Q: 3 clusters Score -2.451512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233248 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -24515134.000000 Penalty: 4017.617676
	Iteration 37Q: 3 clusters Score -2.451513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233248 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -24515134.000000 Penalty: 4017.617676
	Iteration 38F: 3 clusters Score -2.451513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -373959.531250 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -373959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -370860.562500 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -370860.6 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -371628.312500 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -371628.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -371787.968750 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -371788 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -371922.656250 Penalty: 2659.150146
	Iteration 3F: 3 clusters Score -371922.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -372021.500000 Penalty: 2659.150146
	Iteration 4Q: 3 clusters Score -372021.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -372095.750000 Penalty: 2659.150146
	Iteration 5Q: 3 clusters Score -372095.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -372161.781250 Penalty: 2659.150146
	Iteration 6Q: 3 clusters Score -372161.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -372238.781250 Penalty: 2659.150146
	Iteration 7Q: 3 clusters Score -372238.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -372315.937500 Penalty: 2659.150146
	Iteration 8Q: 3 clusters Score -372315.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -372387.781250 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -372387.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -372462.187500 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -372462.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -372526.000000 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -372526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -372592.281250 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -372592.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -372642.562500 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -372642.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -372679.437500 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -372679.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -372710.968750 Penalty: 2659.150146
	Iteration 15Q: 3 clusters Score -372711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -372736.000000 Penalty: 2659.150146
	Iteration 16Q: 3 clusters Score -372736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -372756.062500 Penalty: 2659.150146
	Iteration 17Q: 3 clusters Score -372756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -372767.000000 Penalty: 2659.150146
	Iteration 18Q: 3 clusters Score -372767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -372774.968750 Penalty: 2659.150146
	Iteration 19Q: 3 clusters Score -372775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -372781.750000 Penalty: 2659.150146
	Iteration 20F: 3 clusters Score -372781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -372790.000000 Penalty: 2659.150146
	Iteration 21Q: 3 clusters Score -372790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -372796.437500 Penalty: 2659.150146
	Iteration 22Q: 3 clusters Score -372796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -372800.562500 Penalty: 2659.150146
	Iteration 23Q: 3 clusters Score -372800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -372803.781250 Penalty: 2659.150146
	Iteration 24Q: 3 clusters Score -372803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -372807.312500 Penalty: 2659.150146
	Iteration 25Q: 3 clusters Score -372807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -372808.281250 Penalty: 2659.150146
	Iteration 26Q: 3 clusters Score -372808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -372810.250000 Penalty: 2659.150146
	Iteration 27Q: 3 clusters Score -372810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -372810.906250 Penalty: 2659.150146
	Iteration 28Q: 3 clusters Score -372810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -372814.000000 Penalty: 2659.150146
	Iteration 29Q: 3 clusters Score -372814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -372816.968750 Penalty: 2659.150146
	Iteration 30Q: 3 clusters Score -372817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -372818.093750 Penalty: 2659.150146
	Iteration 31Q: 3 clusters Score -372818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -372818.812500 Penalty: 2659.150146
	Iteration 32Q: 3 clusters Score -372818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -372820.531250 Penalty: 2659.150146
	Iteration 33Q: 3 clusters Score -372820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -372822.156250 Penalty: 2659.150146
	Iteration 34Q: 3 clusters Score -372822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -372823.093750 Penalty: 2659.150146
	Iteration 35Q: 3 clusters Score -372823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -372826.000000 Penalty: 2659.150146
	Iteration 36Q: 3 clusters Score -372826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -372827.218750 Penalty: 2659.150146
	Iteration 37Q: 3 clusters Score -372827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -372830.187500 Penalty: 2659.150146
	Iteration 38Q: 3 clusters Score -372830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -372832.593750 Penalty: 2659.150146
	Iteration 39Q: 3 clusters Score -372832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -372833.718750 Penalty: 2659.150146
	Iteration 40F: 3 clusters Score -372833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -372834.500000 Penalty: 2659.150146
	Iteration 41Q: 3 clusters Score -372834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -372834.500000 Penalty: 2659.150146
	Iteration 42F: 3 clusters Score -372834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -24539.837891 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -24539.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23754.152344 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -23754.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23909.832031 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -23909.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23970.650391 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -23970.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24013.970703 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -24013.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24057.994141 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -24057.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24071.158203 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -24071.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24091.255859 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -24091.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24130.076172 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -24130.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24142.027344 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -24142.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24154.113281 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -24154.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24159.583984 Penalty: 1869.586060
	Iteration 10Q: 3 clusters Score -24159.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24160.388672 Penalty: 1869.586060
	Iteration 11F: 3 clusters Score -24160.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24166.193359 Penalty: 1869.586060
	Iteration 12Q: 3 clusters Score -24166.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24170.353516 Penalty: 1869.586060
	Iteration 13Q: 3 clusters Score -24170.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24174.722656 Penalty: 1869.586060
	Iteration 14Q: 3 clusters Score -24174.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24176.722656 Penalty: 1869.586060
	Iteration 15Q: 3 clusters Score -24176.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24177.564453 Penalty: 1869.586060
	Iteration 16Q: 3 clusters Score -24177.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24177.564453 Penalty: 1869.586060
	Iteration 17F: 3 clusters Score -24177.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Entering Unmasked Estep 
Score: -3710526.500000 Penalty: 1698.995972
	Iteration 0F: 2 clusters Score -3710526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3687163.000000 Penalty: 3397.991943
	Iteration 0F: 3 clusters Score -3687163 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3696074.000000 Penalty: 3397.991943
	Iteration 1F: 3 clusters Score -3696074 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3696437.500000 Penalty: 3397.991943
	Iteration 2Q: 3 clusters Score -3696438 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3696711.750000 Penalty: 3397.991943
	Iteration 3Q: 3 clusters Score -3696712 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3697001.250000 Penalty: 3397.991943
	Iteration 4Q: 3 clusters Score -3697001 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3697372.000000 Penalty: 3397.991943
	Iteration 5Q: 3 clusters Score -3697372 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3697832.750000 Penalty: 3397.991943
	Iteration 6Q: 3 clusters Score -3697833 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3698434.250000 Penalty: 3397.991943
	Iteration 7Q: 3 clusters Score -3698434 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3699184.750000 Penalty: 3397.991943
	Iteration 8Q: 3 clusters Score -3699185 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3700186.500000 Penalty: 3397.991943
	Iteration 9Q: 3 clusters Score -3700186 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3701352.750000 Penalty: 3397.991943
	Iteration 10F: 3 clusters Score -3701353 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3702507.500000 Penalty: 3397.991943
	Iteration 11F: 3 clusters Score -3702508 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3703337.500000 Penalty: 3397.991943
	Iteration 12Q: 3 clusters Score -3703338 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3703749.000000 Penalty: 3397.991943
	Iteration 13Q: 3 clusters Score -3703749 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3704019.750000 Penalty: 3397.991943
	Iteration 14Q: 3 clusters Score -3704020 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3704223.250000 Penalty: 3397.991943
	Iteration 15Q: 3 clusters Score -3704223 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3704369.500000 Penalty: 3397.991943
	Iteration 16Q: 3 clusters Score -3704370 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3704521.500000 Penalty: 3397.991943
	Iteration 17Q: 3 clusters Score -3704522 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3704640.250000 Penalty: 3397.991943
	Iteration 18Q: 3 clusters Score -3704640 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3704750.000000 Penalty: 3397.991943
	Iteration 19Q: 3 clusters Score -3704750 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3704875.250000 Penalty: 3397.991943
	Iteration 20F: 3 clusters Score -3704875 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3705011.750000 Penalty: 3397.991943
	Iteration 21Q: 3 clusters Score -3705012 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3705165.500000 Penalty: 3397.991943
	Iteration 22Q: 3 clusters Score -3705166 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3705297.250000 Penalty: 3397.991943
	Iteration 23Q: 3 clusters Score -3705297 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3705447.250000 Penalty: 3397.991943
	Iteration 24Q: 3 clusters Score -3705447 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3705559.250000 Penalty: 3397.991943
	Iteration 25Q: 3 clusters Score -3705559 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3705679.500000 Penalty: 3397.991943
	Iteration 26Q: 3 clusters Score -3705680 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3705780.500000 Penalty: 3397.991943
	Iteration 27Q: 3 clusters Score -3705780 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3705863.750000 Penalty: 3397.991943
	Iteration 28Q: 3 clusters Score -3705864 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3705945.500000 Penalty: 3397.991943
	Iteration 29Q: 3 clusters Score -3705946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3706048.500000 Penalty: 3397.991943
	Iteration 30Q: 3 clusters Score -3706048 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3706164.750000 Penalty: 3397.991943
	Iteration 31Q: 3 clusters Score -3706165 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3706272.250000 Penalty: 3397.991943
	Iteration 32Q: 3 clusters Score -3706272 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3706362.500000 Penalty: 3397.991943
	Iteration 33Q: 3 clusters Score -3706362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3706447.000000 Penalty: 3397.991943
	Iteration 34Q: 3 clusters Score -3706447 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3706538.000000 Penalty: 3397.991943
	Iteration 35Q: 3 clusters Score -3706538 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3706605.750000 Penalty: 3397.991943
	Iteration 36Q: 3 clusters Score -3706606 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3706669.000000 Penalty: 3397.991943
	Iteration 37Q: 3 clusters Score -3706669 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3706744.250000 Penalty: 3397.991943
	Iteration 38Q: 3 clusters Score -3706744 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3706836.000000 Penalty: 3397.991943
	Iteration 39Q: 3 clusters Score -3706836 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3706908.000000 Penalty: 3397.991943
	Iteration 40F: 3 clusters Score -3706908 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3707001.500000 Penalty: 3397.991943
	Iteration 41Q: 3 clusters Score -3707002 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3707099.250000 Penalty: 3397.991943
	Iteration 42Q: 3 clusters Score -3707099 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3707206.000000 Penalty: 3397.991943
	Iteration 43Q: 3 clusters Score -3707206 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3707338.000000 Penalty: 3397.991943
	Iteration 44Q: 3 clusters Score -3707338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3707460.500000 Penalty: 3397.991943
	Iteration 45Q: 3 clusters Score -3707460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3707569.250000 Penalty: 3397.991943
	Iteration 46Q: 3 clusters Score -3707569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3707686.000000 Penalty: 3397.991943
	Iteration 47Q: 3 clusters Score -3707686 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3707827.500000 Penalty: 3397.991943
	Iteration 48Q: 3 clusters Score -3707828 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3707990.750000 Penalty: 3397.991943
	Iteration 49Q: 3 clusters Score -3707991 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3708112.000000 Penalty: 3397.991943
	Iteration 50Q: 3 clusters Score -3708112 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3708263.500000 Penalty: 3397.991943
	Iteration 51Q: 3 clusters Score -3708264 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3708380.750000 Penalty: 3397.991943
	Iteration 52Q: 3 clusters Score -3708381 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3708482.000000 Penalty: 3397.991943
	Iteration 53Q: 3 clusters Score -3708482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3708574.000000 Penalty: 3397.991943
	Iteration 54Q: 3 clusters Score -3708574 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3708659.250000 Penalty: 3397.991943
	Iteration 55Q: 3 clusters Score -3708659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -3708745.250000 Penalty: 3397.991943
	Iteration 56Q: 3 clusters Score -3708745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3708805.500000 Penalty: 3397.991943
	Iteration 57Q: 3 clusters Score -3708806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -3708855.250000 Penalty: 3397.991943
	Iteration 58Q: 3 clusters Score -3708855 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3708890.000000 Penalty: 3397.991943
	Iteration 59Q: 3 clusters Score -3708890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3708902.500000 Penalty: 3397.991943
	Iteration 60F: 3 clusters Score -3708902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3708919.500000 Penalty: 3397.991943
	Iteration 61Q: 3 clusters Score -3708920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3708947.750000 Penalty: 3397.991943
	Iteration 62Q: 3 clusters Score -3708948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -3708975.250000 Penalty: 3397.991943
	Iteration 63Q: 3 clusters Score -3708975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3708984.750000 Penalty: 3397.991943
	Iteration 64Q: 3 clusters Score -3708985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3708999.500000 Penalty: 3397.991943
	Iteration 65Q: 3 clusters Score -3709000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3709010.250000 Penalty: 3397.991943
	Iteration 66Q: 3 clusters Score -3709010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3709016.750000 Penalty: 3397.991943
	Iteration 67Q: 3 clusters Score -3709017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -3709019.000000 Penalty: 3397.991943
	Iteration 68Q: 3 clusters Score -3709019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3709023.250000 Penalty: 3397.991943
	Iteration 69Q: 3 clusters Score -3709023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -3709024.250000 Penalty: 3397.991943
	Iteration 70Q: 3 clusters Score -3709024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -3709031.750000 Penalty: 3397.991943
	Iteration 71Q: 3 clusters Score -3709032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -3709032.250000 Penalty: 3397.991943
	Iteration 72Q: 3 clusters Score -3709032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -3709036.000000 Penalty: 3397.991943
	Iteration 73Q: 3 clusters Score -3709036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -3709038.000000 Penalty: 3397.991943
	Iteration 74Q: 3 clusters Score -3709038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3709037.000000 Penalty: 3397.991943
	Iteration 75Q: 3 clusters Score -3709037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3709048.000000 Penalty: 3397.991943
	Iteration 76Q: 3 clusters Score -3709048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3709055.750000 Penalty: 3397.991943
	Iteration 77Q: 3 clusters Score -3709056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3709057.500000 Penalty: 3397.991943
	Iteration 78Q: 3 clusters Score -3709058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3709056.500000 Penalty: 3397.991943
	Iteration 79Q: 3 clusters Score -3709056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3709061.000000 Penalty: 3397.991943
	Iteration 80F: 3 clusters Score -3709061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -3709063.500000 Penalty: 3397.991943
	Iteration 81Q: 3 clusters Score -3709064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -3709068.750000 Penalty: 3397.991943
	Iteration 82Q: 3 clusters Score -3709069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -3709074.750000 Penalty: 3397.991943
	Iteration 83Q: 3 clusters Score -3709075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -3709075.500000 Penalty: 3397.991943
	Iteration 84Q: 3 clusters Score -3709076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3709078.750000 Penalty: 3397.991943
	Iteration 85Q: 3 clusters Score -3709079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3709073.500000 Penalty: 3397.991943
	Iteration 86Q: 3 clusters Score -3709074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -3709079.250000 Penalty: 3397.991943
	Iteration 87Q: 3 clusters Score -3709079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3709075.500000 Penalty: 3397.991943
	Iteration 88Q: 3 clusters Score -3709076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3709077.000000 Penalty: 3397.991943
	Iteration 89Q: 3 clusters Score -3709077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3709078.250000 Penalty: 3397.991943
	Iteration 90Q: 3 clusters Score -3709078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -3709084.750000 Penalty: 3397.991943
	Iteration 91Q: 3 clusters Score -3709085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3709085.250000 Penalty: 3397.991943
	Iteration 92Q: 3 clusters Score -3709085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3709083.250000 Penalty: 3397.991943
	Iteration 93Q: 3 clusters Score -3709083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -3709083.750000 Penalty: 3397.991943
	Iteration 94Q: 3 clusters Score -3709084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -3709086.250000 Penalty: 3397.991943
	Iteration 95Q: 3 clusters Score -3709086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -3709093.000000 Penalty: 3397.991943
	Iteration 96Q: 3 clusters Score -3709093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3709095.500000 Penalty: 3397.991943
	Iteration 97Q: 3 clusters Score -3709096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3709095.750000 Penalty: 3397.991943
	Iteration 98Q: 3 clusters Score -3709096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3709096.250000 Penalty: 3397.991943
	Iteration 99Q: 3 clusters Score -3709096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3709096.250000 Penalty: 3397.991943
	Iteration 100F: 3 clusters Score -3709096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Entering Unmasked Estep 
Score: -8639708.000000 Penalty: 1837.839233
	Iteration 0F: 2 clusters Score -8639708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -8585373.000000 Penalty: 3675.678467
	Iteration 0F: 3 clusters Score -8585373 nChanged 38713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8607426.000000 Penalty: 3675.678467
	Iteration 1F: 3 clusters Score -8607426 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8608040.000000 Penalty: 3675.678467
	Iteration 2Q: 3 clusters Score -8608040 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8608989.000000 Penalty: 3675.678467
	Iteration 3Q: 3 clusters Score -8608989 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -8610471.000000 Penalty: 3675.678467
	Iteration 4Q: 3 clusters Score -8610471 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -8613004.000000 Penalty: 3675.678467
	Iteration 5F: 3 clusters Score -8613004 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -8617385.000000 Penalty: 3675.678467
	Iteration 6F: 3 clusters Score -8617385 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -8623758.000000 Penalty: 3675.678467
	Iteration 7F: 3 clusters Score -8623758 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -8630312.000000 Penalty: 3675.678467
	Iteration 8F: 3 clusters Score -8630312 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -8634755.000000 Penalty: 3675.678467
	Iteration 9F: 3 clusters Score -8634755 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -8636802.000000 Penalty: 3675.678467
	Iteration 10Q: 3 clusters Score -8636802 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -8637594.000000 Penalty: 3675.678467
	Iteration 11Q: 3 clusters Score -8637594 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -8637856.000000 Penalty: 3675.678467
	Iteration 12Q: 3 clusters Score -8637856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -8637968.000000 Penalty: 3675.678467
	Iteration 13Q: 3 clusters Score -8637968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -8638022.000000 Penalty: 3675.678467
	Iteration 14Q: 3 clusters Score -8638022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -8638058.000000 Penalty: 3675.678467
	Iteration 15Q: 3 clusters Score -8638058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -8638083.000000 Penalty: 3675.678467
	Iteration 16Q: 3 clusters Score -8638083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -8638097.000000 Penalty: 3675.678467
	Iteration 17Q: 3 clusters Score -8638097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -8638110.000000 Penalty: 3675.678467
	Iteration 18Q: 3 clusters Score -8638110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -8638123.000000 Penalty: 3675.678467
	Iteration 19Q: 3 clusters Score -8638123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -8638140.000000 Penalty: 3675.678467
	Iteration 20F: 3 clusters Score -8638140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -8638137.000000 Penalty: 3675.678467
	Iteration 21Q: 3 clusters Score -8638137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -8638151.000000 Penalty: 3675.678467
	Iteration 22Q: 3 clusters Score -8638151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -8638166.000000 Penalty: 3675.678467
	Iteration 23Q: 3 clusters Score -8638166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -8638173.000000 Penalty: 3675.678467
	Iteration 24Q: 3 clusters Score -8638173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -8638181.000000 Penalty: 3675.678467
	Iteration 25Q: 3 clusters Score -8638181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -8638178.000000 Penalty: 3675.678467
	Iteration 26Q: 3 clusters Score -8638178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -8638179.000000 Penalty: 3675.678467
	Iteration 27Q: 3 clusters Score -8638179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -8638174.000000 Penalty: 3675.678467
	Iteration 28Q: 3 clusters Score -8638174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -8638184.000000 Penalty: 3675.678467
	Iteration 29Q: 3 clusters Score -8638184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -8638186.000000 Penalty: 3675.678467
	Iteration 30Q: 3 clusters Score -8638186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -8638189.000000 Penalty: 3675.678467
	Iteration 31Q: 3 clusters Score -8638189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -8638190.000000 Penalty: 3675.678467
	Iteration 32Q: 3 clusters Score -8638190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -8638188.000000 Penalty: 3675.678467
	Iteration 33Q: 3 clusters Score -8638188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -8638198.000000 Penalty: 3675.678467
	Iteration 34Q: 3 clusters Score -8638198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -8638198.000000 Penalty: 3675.678467
	Iteration 35F: 3 clusters Score -8638198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -792851.125000 Penalty: 1456.055176
	Iteration 0F: 2 clusters Score -792851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -787140.687500 Penalty: 2912.110352
	Iteration 0F: 3 clusters Score -787140.7 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -789141.812500 Penalty: 2912.110352
	Iteration 1F: 3 clusters Score -789141.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -789616.437500 Penalty: 2912.110352
	Iteration 2F: 3 clusters Score -789616.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -790024.000000 Penalty: 2912.110352
	Iteration 3F: 3 clusters Score -790024 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -790326.375000 Penalty: 2912.110352
	Iteration 4F: 3 clusters Score -790326.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -790550.312500 Penalty: 2912.110352
	Iteration 5F: 3 clusters Score -790550.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -790742.250000 Penalty: 2912.110352
	Iteration 6Q: 3 clusters Score -790742.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -790917.875000 Penalty: 2912.110352
	Iteration 7Q: 3 clusters Score -790917.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -791057.750000 Penalty: 2912.110352
	Iteration 8Q: 3 clusters Score -791057.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -791180.750000 Penalty: 2912.110352
	Iteration 9Q: 3 clusters Score -791180.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -791308.500000 Penalty: 2912.110352
	Iteration 10Q: 3 clusters Score -791308.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -791428.000000 Penalty: 2912.110352
	Iteration 11Q: 3 clusters Score -791428 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -791532.750000 Penalty: 2912.110352
	Iteration 12Q: 3 clusters Score -791532.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -791622.875000 Penalty: 2912.110352
	Iteration 13Q: 3 clusters Score -791622.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -791695.812500 Penalty: 2912.110352
	Iteration 14Q: 3 clusters Score -791695.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -791753.937500 Penalty: 2912.110352
	Iteration 15Q: 3 clusters Score -791753.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -791792.687500 Penalty: 2912.110352
	Iteration 16Q: 3 clusters Score -791792.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -791828.250000 Penalty: 2912.110352
	Iteration 17Q: 3 clusters Score -791828.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -791845.937500 Penalty: 2912.110352
	Iteration 18Q: 3 clusters Score -791845.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -791854.375000 Penalty: 2912.110352
	Iteration 19Q: 3 clusters Score -791854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -791863.250000 Penalty: 2912.110352
	Iteration 20F: 3 clusters Score -791863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -791871.312500 Penalty: 2912.110352
	Iteration 21Q: 3 clusters Score -791871.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -791877.375000 Penalty: 2912.110352
	Iteration 22Q: 3 clusters Score -791877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -791879.625000 Penalty: 2912.110352
	Iteration 23Q: 3 clusters Score -791879.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -791883.625000 Penalty: 2912.110352
	Iteration 24Q: 3 clusters Score -791883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -791887.437500 Penalty: 2912.110352
	Iteration 25Q: 3 clusters Score -791887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -791891.250000 Penalty: 2912.110352
	Iteration 26Q: 3 clusters Score -791891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -791895.062500 Penalty: 2912.110352
	Iteration 27Q: 3 clusters Score -791895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -791896.562500 Penalty: 2912.110352
	Iteration 28Q: 3 clusters Score -791896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -791898.812500 Penalty: 2912.110352
	Iteration 29Q: 3 clusters Score -791898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -791901.062500 Penalty: 2912.110352
	Iteration 30Q: 3 clusters Score -791901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -791902.562500 Penalty: 2912.110352
	Iteration 31Q: 3 clusters Score -791902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -791903.250000 Penalty: 2912.110352
	Iteration 32Q: 3 clusters Score -791903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -791902.500000 Penalty: 2912.110352
	Iteration 33Q: 3 clusters Score -791902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -791902.500000 Penalty: 2912.110352
	Iteration 34F: 3 clusters Score -791902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Entering Unmasked Estep 
Score: -4854386.500000 Penalty: 1743.362671
	Iteration 0F: 2 clusters Score -4854386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4823695.000000 Penalty: 3486.725342
	Iteration 0F: 3 clusters Score -4823695 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4835606.500000 Penalty: 3486.725342
	Iteration 1F: 3 clusters Score -4835606 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4835953.500000 Penalty: 3486.725342
	Iteration 2Q: 3 clusters Score -4835954 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4836349.000000 Penalty: 3486.725342
	Iteration 3Q: 3 clusters Score -4836349 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4836801.500000 Penalty: 3486.725342
	Iteration 4Q: 3 clusters Score -4836802 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4837318.000000 Penalty: 3486.725342
	Iteration 5Q: 3 clusters Score -4837318 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4838011.500000 Penalty: 3486.725342
	Iteration 6Q: 3 clusters Score -4838012 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4838947.000000 Penalty: 3486.725342
	Iteration 7Q: 3 clusters Score -4838947 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4840204.000000 Penalty: 3486.725342
	Iteration 8Q: 3 clusters Score -4840204 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4841851.000000 Penalty: 3486.725342
	Iteration 9F: 3 clusters Score -4841851 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4843792.500000 Penalty: 3486.725342
	Iteration 10F: 3 clusters Score -4843792 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4845372.000000 Penalty: 3486.725342
	Iteration 11F: 3 clusters Score -4845372 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4846251.000000 Penalty: 3486.725342
	Iteration 12Q: 3 clusters Score -4846251 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4846667.500000 Penalty: 3486.725342
	Iteration 13Q: 3 clusters Score -4846668 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4846931.500000 Penalty: 3486.725342
	Iteration 14Q: 3 clusters Score -4846932 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4847148.500000 Penalty: 3486.725342
	Iteration 15Q: 3 clusters Score -4847148 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4847356.500000 Penalty: 3486.725342
	Iteration 16Q: 3 clusters Score -4847356 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4847570.500000 Penalty: 3486.725342
	Iteration 17Q: 3 clusters Score -4847570 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4847747.500000 Penalty: 3486.725342
	Iteration 18Q: 3 clusters Score -4847748 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4848010.000000 Penalty: 3486.725342
	Iteration 19Q: 3 clusters Score -4848010 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -4848216.500000 Penalty: 3486.725342
	Iteration 20F: 3 clusters Score -4848216 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4848445.500000 Penalty: 3486.725342
	Iteration 21Q: 3 clusters Score -4848446 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4848686.000000 Penalty: 3486.725342
	Iteration 22Q: 3 clusters Score -4848686 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -4848878.500000 Penalty: 3486.725342
	Iteration 23Q: 3 clusters Score -4848878 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4849099.500000 Penalty: 3486.725342
	Iteration 24Q: 3 clusters Score -4849100 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4849364.000000 Penalty: 3486.725342
	Iteration 25Q: 3 clusters Score -4849364 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4849616.000000 Penalty: 3486.725342
	Iteration 26Q: 3 clusters Score -4849616 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4849879.500000 Penalty: 3486.725342
	Iteration 27Q: 3 clusters Score -4849880 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4850151.500000 Penalty: 3486.725342
	Iteration 28Q: 3 clusters Score -4850152 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4850384.000000 Penalty: 3486.725342
	Iteration 29Q: 3 clusters Score -4850384 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4850652.000000 Penalty: 3486.725342
	Iteration 30Q: 3 clusters Score -4850652 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4850879.000000 Penalty: 3486.725342
	Iteration 31Q: 3 clusters Score -4850879 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4851065.500000 Penalty: 3486.725342
	Iteration 32Q: 3 clusters Score -4851066 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4851188.000000 Penalty: 3486.725342
	Iteration 33Q: 3 clusters Score -4851188 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4851280.500000 Penalty: 3486.725342
	Iteration 34Q: 3 clusters Score -4851280 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4851388.000000 Penalty: 3486.725342
	Iteration 35Q: 3 clusters Score -4851388 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4851479.000000 Penalty: 3486.725342
	Iteration 36Q: 3 clusters Score -4851479 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4851555.000000 Penalty: 3486.725342
	Iteration 37Q: 3 clusters Score -4851555 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4851634.500000 Penalty: 3486.725342
	Iteration 38Q: 3 clusters Score -4851634 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4851700.500000 Penalty: 3486.725342
	Iteration 39Q: 3 clusters Score -4851700 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4851763.500000 Penalty: 3486.725342
	Iteration 40F: 3 clusters Score -4851764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4851801.500000 Penalty: 3486.725342
	Iteration 41Q: 3 clusters Score -4851802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4851864.000000 Penalty: 3486.725342
	Iteration 42Q: 3 clusters Score -4851864 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4851911.500000 Penalty: 3486.725342
	Iteration 43Q: 3 clusters Score -4851912 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4851980.500000 Penalty: 3486.725342
	Iteration 44Q: 3 clusters Score -4851980 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4852046.500000 Penalty: 3486.725342
	Iteration 45Q: 3 clusters Score -4852046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4852120.000000 Penalty: 3486.725342
	Iteration 46Q: 3 clusters Score -4852120 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4852173.500000 Penalty: 3486.725342
	Iteration 47Q: 3 clusters Score -4852174 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4852227.500000 Penalty: 3486.725342
	Iteration 48Q: 3 clusters Score -4852228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4852288.500000 Penalty: 3486.725342
	Iteration 49Q: 3 clusters Score -4852288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4852362.000000 Penalty: 3486.725342
	Iteration 50Q: 3 clusters Score -4852362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4852421.000000 Penalty: 3486.725342
	Iteration 51Q: 3 clusters Score -4852421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4852446.000000 Penalty: 3486.725342
	Iteration 52Q: 3 clusters Score -4852446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4852493.000000 Penalty: 3486.725342
	Iteration 53Q: 3 clusters Score -4852493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4852532.000000 Penalty: 3486.725342
	Iteration 54Q: 3 clusters Score -4852532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4852555.000000 Penalty: 3486.725342
	Iteration 55Q: 3 clusters Score -4852555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4852586.500000 Penalty: 3486.725342
	Iteration 56Q: 3 clusters Score -4852586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4852618.000000 Penalty: 3486.725342
	Iteration 57Q: 3 clusters Score -4852618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4852644.500000 Penalty: 3486.725342
	Iteration 58Q: 3 clusters Score -4852644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4852671.500000 Penalty: 3486.725342
	Iteration 59Q: 3 clusters Score -4852672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4852684.000000 Penalty: 3486.725342
	Iteration 60F: 3 clusters Score -4852684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4852686.000000 Penalty: 3486.725342
	Iteration 61Q: 3 clusters Score -4852686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4852704.500000 Penalty: 3486.725342
	Iteration 62Q: 3 clusters Score -4852704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4852721.000000 Penalty: 3486.725342
	Iteration 63Q: 3 clusters Score -4852721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4852725.500000 Penalty: 3486.725342
	Iteration 64Q: 3 clusters Score -4852726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4852738.500000 Penalty: 3486.725342
	Iteration 65Q: 3 clusters Score -4852738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4852753.500000 Penalty: 3486.725342
	Iteration 66Q: 3 clusters Score -4852754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4852756.000000 Penalty: 3486.725342
	Iteration 67Q: 3 clusters Score -4852756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4852759.500000 Penalty: 3486.725342
	Iteration 68Q: 3 clusters Score -4852760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4852766.000000 Penalty: 3486.725342
	Iteration 69Q: 3 clusters Score -4852766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4852778.000000 Penalty: 3486.725342
	Iteration 70Q: 3 clusters Score -4852778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4852786.000000 Penalty: 3486.725342
	Iteration 71Q: 3 clusters Score -4852786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4852796.500000 Penalty: 3486.725342
	Iteration 72Q: 3 clusters Score -4852796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4852812.000000 Penalty: 3486.725342
	Iteration 73Q: 3 clusters Score -4852812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4852818.500000 Penalty: 3486.725342
	Iteration 74Q: 3 clusters Score -4852818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4852820.500000 Penalty: 3486.725342
	Iteration 75Q: 3 clusters Score -4852820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4852824.000000 Penalty: 3486.725342
	Iteration 76Q: 3 clusters Score -4852824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4852831.000000 Penalty: 3486.725342
	Iteration 77Q: 3 clusters Score -4852831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4852836.000000 Penalty: 3486.725342
	Iteration 78Q: 3 clusters Score -4852836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4852845.500000 Penalty: 3486.725342
	Iteration 79Q: 3 clusters Score -4852846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4852846.000000 Penalty: 3486.725342
	Iteration 80F: 3 clusters Score -4852846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4852842.000000 Penalty: 3486.725342
	Iteration 81Q: 3 clusters Score -4852842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4852846.000000 Penalty: 3486.725342
	Iteration 82Q: 3 clusters Score -4852846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4852857.000000 Penalty: 3486.725342
	Iteration 83Q: 3 clusters Score -4852857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4852866.000000 Penalty: 3486.725342
	Iteration 84Q: 3 clusters Score -4852866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4852868.000000 Penalty: 3486.725342
	Iteration 85Q: 3 clusters Score -4852868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4852869.500000 Penalty: 3486.725342
	Iteration 86Q: 3 clusters Score -4852870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4852877.500000 Penalty: 3486.725342
	Iteration 87Q: 3 clusters Score -4852878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4852883.500000 Penalty: 3486.725342
	Iteration 88Q: 3 clusters Score -4852884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4852885.000000 Penalty: 3486.725342
	Iteration 89Q: 3 clusters Score -4852885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4852892.000000 Penalty: 3486.725342
	Iteration 90Q: 3 clusters Score -4852892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4852903.000000 Penalty: 3486.725342
	Iteration 91Q: 3 clusters Score -4852903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4852906.000000 Penalty: 3486.725342
	Iteration 92Q: 3 clusters Score -4852906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4852905.500000 Penalty: 3486.725342
	Iteration 93Q: 3 clusters Score -4852906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4852907.000000 Penalty: 3486.725342
	Iteration 94Q: 3 clusters Score -4852907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4852909.000000 Penalty: 3486.725342
	Iteration 95Q: 3 clusters Score -4852909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4852904.000000 Penalty: 3486.725342
	Iteration 96Q: 3 clusters Score -4852904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4852908.000000 Penalty: 3486.725342
	Iteration 97Q: 3 clusters Score -4852908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4852908.000000 Penalty: 3486.725342
	Iteration 98F: 3 clusters Score -4852908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Entering Unmasked Estep 
Score: -2280091.000000 Penalty: 1619.450928
	Iteration 0F: 2 clusters Score -2280091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2265621.000000 Penalty: 3238.901855
	Iteration 0F: 3 clusters Score -2265621 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2270886.750000 Penalty: 3238.901855
	Iteration 1F: 3 clusters Score -2270887 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2271149.250000 Penalty: 3238.901855
	Iteration 2Q: 3 clusters Score -2271149 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2271398.750000 Penalty: 3238.901855
	Iteration 3Q: 3 clusters Score -2271399 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2271627.250000 Penalty: 3238.901855
	Iteration 4Q: 3 clusters Score -2271627 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2271876.500000 Penalty: 3238.901855
	Iteration 5Q: 3 clusters Score -2271876 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2272198.500000 Penalty: 3238.901855
	Iteration 6Q: 3 clusters Score -2272198 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2272667.500000 Penalty: 3238.901855
	Iteration 7Q: 3 clusters Score -2272668 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2273388.000000 Penalty: 3238.901855
	Iteration 8F: 3 clusters Score -2273388 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2274365.750000 Penalty: 3238.901855
	Iteration 9F: 3 clusters Score -2274366 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2275550.750000 Penalty: 3238.901855
	Iteration 10F: 3 clusters Score -2275551 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2276697.500000 Penalty: 3238.901855
	Iteration 11F: 3 clusters Score -2276698 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2277611.750000 Penalty: 3238.901855
	Iteration 12Q: 3 clusters Score -2277612 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2278091.250000 Penalty: 3238.901855
	Iteration 13Q: 3 clusters Score -2278091 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2278318.750000 Penalty: 3238.901855
	Iteration 14Q: 3 clusters Score -2278319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2278455.000000 Penalty: 3238.901855
	Iteration 15Q: 3 clusters Score -2278455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2278539.250000 Penalty: 3238.901855
	Iteration 16Q: 3 clusters Score -2278539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2278567.000000 Penalty: 3238.901855
	Iteration 17Q: 3 clusters Score -2278567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2278603.250000 Penalty: 3238.901855
	Iteration 18Q: 3 clusters Score -2278603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2278622.750000 Penalty: 3238.901855
	Iteration 19Q: 3 clusters Score -2278623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2278637.250000 Penalty: 3238.901855
	Iteration 20F: 3 clusters Score -2278637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2278648.500000 Penalty: 3238.901855
	Iteration 21Q: 3 clusters Score -2278648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2278660.250000 Penalty: 3238.901855
	Iteration 22Q: 3 clusters Score -2278660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2278663.000000 Penalty: 3238.901855
	Iteration 23Q: 3 clusters Score -2278663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2278664.000000 Penalty: 3238.901855
	Iteration 24Q: 3 clusters Score -2278664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2278669.250000 Penalty: 3238.901855
	Iteration 25Q: 3 clusters Score -2278669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2278670.500000 Penalty: 3238.901855
	Iteration 26Q: 3 clusters Score -2278670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2278672.500000 Penalty: 3238.901855
	Iteration 27Q: 3 clusters Score -2278672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2278678.500000 Penalty: 3238.901855
	Iteration 28Q: 3 clusters Score -2278678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2278688.250000 Penalty: 3238.901855
	Iteration 29Q: 3 clusters Score -2278688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2278692.000000 Penalty: 3238.901855
	Iteration 30Q: 3 clusters Score -2278692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2278698.500000 Penalty: 3238.901855
	Iteration 31Q: 3 clusters Score -2278698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2278700.500000 Penalty: 3238.901855
	Iteration 32Q: 3 clusters Score -2278700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2278711.750000 Penalty: 3238.901855
	Iteration 33Q: 3 clusters Score -2278712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2278714.000000 Penalty: 3238.901855
	Iteration 34Q: 3 clusters Score -2278714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2278715.500000 Penalty: 3238.901855
	Iteration 35Q: 3 clusters Score -2278716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2278723.250000 Penalty: 3238.901855
	Iteration 36Q: 3 clusters Score -2278723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2278724.000000 Penalty: 3238.901855
	Iteration 37Q: 3 clusters Score -2278724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2278727.500000 Penalty: 3238.901855
	Iteration 38Q: 3 clusters Score -2278728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2278733.750000 Penalty: 3238.901855
	Iteration 39Q: 3 clusters Score -2278734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2278735.750000 Penalty: 3238.901855
	Iteration 40F: 3 clusters Score -2278736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2278738.000000 Penalty: 3238.901855
	Iteration 41Q: 3 clusters Score -2278738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2278742.250000 Penalty: 3238.901855
	Iteration 42Q: 3 clusters Score -2278742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2278745.750000 Penalty: 3238.901855
	Iteration 43Q: 3 clusters Score -2278746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2278743.750000 Penalty: 3238.901855
	Iteration 44Q: 3 clusters Score -2278744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2278745.750000 Penalty: 3238.901855
	Iteration 45Q: 3 clusters Score -2278746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2278745.750000 Penalty: 3238.901855
	Iteration 46Q: 3 clusters Score -2278746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2278750.250000 Penalty: 3238.901855
	Iteration 47Q: 3 clusters Score -2278750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2278749.250000 Penalty: 3238.901855
	Iteration 48Q: 3 clusters Score -2278749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2278751.750000 Penalty: 3238.901855
	Iteration 49Q: 3 clusters Score -2278752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2278749.750000 Penalty: 3238.901855
	Iteration 50Q: 3 clusters Score -2278750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2278749.750000 Penalty: 3238.901855
	Iteration 51Q: 3 clusters Score -2278750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2278754.000000 Penalty: 3238.901855
	Iteration 52Q: 3 clusters Score -2278754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2278755.500000 Penalty: 3238.901855
	Iteration 53Q: 3 clusters Score -2278756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2278753.750000 Penalty: 3238.901855
	Iteration 54Q: 3 clusters Score -2278754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2278755.000000 Penalty: 3238.901855
	Iteration 55Q: 3 clusters Score -2278755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2278753.250000 Penalty: 3238.901855
	Iteration 56Q: 3 clusters Score -2278753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2278754.500000 Penalty: 3238.901855
	Iteration 57Q: 3 clusters Score -2278754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2278753.500000 Penalty: 3238.901855
	Iteration 58Q: 3 clusters Score -2278754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2278754.000000 Penalty: 3238.901855
	Iteration 59Q: 3 clusters Score -2278754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2278758.750000 Penalty: 3238.901855
	Iteration 60F: 3 clusters Score -2278759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2278757.250000 Penalty: 3238.901855
	Iteration 61Q: 3 clusters Score -2278757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2278756.250000 Penalty: 3238.901855
	Iteration 62Q: 3 clusters Score -2278756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2278756.250000 Penalty: 3238.901855
	Iteration 63F: 3 clusters Score -2278756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Entering Unmasked Estep 
Score: -4952496.000000 Penalty: 1745.983765
	Iteration 0F: 2 clusters Score -4952496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4921403.000000 Penalty: 3491.967529
	Iteration 0F: 3 clusters Score -4921403 nChanged 21706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4933449.000000 Penalty: 3491.967529
	Iteration 1F: 3 clusters Score -4933449 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4933798.000000 Penalty: 3491.967529
	Iteration 2Q: 3 clusters Score -4933798 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4934144.500000 Penalty: 3491.967529
	Iteration 3Q: 3 clusters Score -4934144 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -4934547.000000 Penalty: 3491.967529
	Iteration 4Q: 3 clusters Score -4934547 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4935082.000000 Penalty: 3491.967529
	Iteration 5Q: 3 clusters Score -4935082 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4935900.500000 Penalty: 3491.967529
	Iteration 6Q: 3 clusters Score -4935900 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4937352.000000 Penalty: 3491.967529
	Iteration 7F: 3 clusters Score -4937352 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4939754.500000 Penalty: 3491.967529
	Iteration 8F: 3 clusters Score -4939754 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4943024.500000 Penalty: 3491.967529
	Iteration 9F: 3 clusters Score -4943024 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4946297.000000 Penalty: 3491.967529
	Iteration 10F: 3 clusters Score -4946297 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -4948831.500000 Penalty: 3491.967529
	Iteration 11F: 3 clusters Score -4948832 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -4950115.000000 Penalty: 3491.967529
	Iteration 12Q: 3 clusters Score -4950115 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -4950595.500000 Penalty: 3491.967529
	Iteration 13Q: 3 clusters Score -4950596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -4950768.000000 Penalty: 3491.967529
	Iteration 14Q: 3 clusters Score -4950768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -4950827.500000 Penalty: 3491.967529
	Iteration 15Q: 3 clusters Score -4950828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -4950868.000000 Penalty: 3491.967529
	Iteration 16Q: 3 clusters Score -4950868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -4950886.500000 Penalty: 3491.967529
	Iteration 17Q: 3 clusters Score -4950886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -4950893.000000 Penalty: 3491.967529
	Iteration 18Q: 3 clusters Score -4950893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -4950902.500000 Penalty: 3491.967529
	Iteration 19Q: 3 clusters Score -4950902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -4950908.500000 Penalty: 3491.967529
	Iteration 20F: 3 clusters Score -4950908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -4950912.000000 Penalty: 3491.967529
	Iteration 21Q: 3 clusters Score -4950912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -4950918.500000 Penalty: 3491.967529
	Iteration 22Q: 3 clusters Score -4950918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -4950928.000000 Penalty: 3491.967529
	Iteration 23Q: 3 clusters Score -4950928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -4950930.500000 Penalty: 3491.967529
	Iteration 24Q: 3 clusters Score -4950930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -4950931.500000 Penalty: 3491.967529
	Iteration 25Q: 3 clusters Score -4950932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -4950934.500000 Penalty: 3491.967529
	Iteration 26Q: 3 clusters Score -4950934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -4950934.000000 Penalty: 3491.967529
	Iteration 27Q: 3 clusters Score -4950934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -4950939.000000 Penalty: 3491.967529
	Iteration 28Q: 3 clusters Score -4950939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -4950943.000000 Penalty: 3491.967529
	Iteration 29Q: 3 clusters Score -4950943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -4950951.500000 Penalty: 3491.967529
	Iteration 30Q: 3 clusters Score -4950952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -4950960.500000 Penalty: 3491.967529
	Iteration 31Q: 3 clusters Score -4950960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -4950960.500000 Penalty: 3491.967529
	Iteration 32Q: 3 clusters Score -4950960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -4950960.500000 Penalty: 3491.967529
	Iteration 33F: 3 clusters Score -4950960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -1605150.375000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -1605150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1594778.125000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -1594778 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1598312.375000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -1598312 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1598631.375000 Penalty: 3124.355713
	Iteration 2F: 3 clusters Score -1598631 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1598949.875000 Penalty: 3124.355713
	Iteration 3F: 3 clusters Score -1598950 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1599290.000000 Penalty: 3124.355713
	Iteration 4F: 3 clusters Score -1599290 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1599727.875000 Penalty: 3124.355713
	Iteration 5F: 3 clusters Score -1599728 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1600286.000000 Penalty: 3124.355713
	Iteration 6F: 3 clusters Score -1600286 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1600966.750000 Penalty: 3124.355713
	Iteration 7F: 3 clusters Score -1600967 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1601796.750000 Penalty: 3124.355713
	Iteration 8F: 3 clusters Score -1601797 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1602588.750000 Penalty: 3124.355713
	Iteration 9F: 3 clusters Score -1602589 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1603136.750000 Penalty: 3124.355713
	Iteration 10Q: 3 clusters Score -1603137 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1603515.625000 Penalty: 3124.355713
	Iteration 11Q: 3 clusters Score -1603516 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1603704.375000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -1603704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1603797.000000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -1603797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1603865.500000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -1603866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1603909.000000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -1603909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1603933.875000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -1603934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1603941.625000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -1603942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1603960.500000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -1603960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1603968.625000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -1603969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1603974.250000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -1603974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1603985.500000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -1603986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1603984.750000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -1603985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1603986.750000 Penalty: 3124.355713
	Iteration 23Q: 3 clusters Score -1603987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1603988.000000 Penalty: 3124.355713
	Iteration 24Q: 3 clusters Score -1603988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1603986.625000 Penalty: 3124.355713
	Iteration 25Q: 3 clusters Score -1603987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1603988.250000 Penalty: 3124.355713
	Iteration 26Q: 3 clusters Score -1603988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1603991.625000 Penalty: 3124.355713
	Iteration 27Q: 3 clusters Score -1603992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1603994.625000 Penalty: 3124.355713
	Iteration 28Q: 3 clusters Score -1603995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1603998.750000 Penalty: 3124.355713
	Iteration 29Q: 3 clusters Score -1603999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1604007.125000 Penalty: 3124.355713
	Iteration 30Q: 3 clusters Score -1604007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1604007.625000 Penalty: 3124.355713
	Iteration 31Q: 3 clusters Score -1604008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1604011.000000 Penalty: 3124.355713
	Iteration 32Q: 3 clusters Score -1604011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1604012.000000 Penalty: 3124.355713
	Iteration 33Q: 3 clusters Score -1604012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1604012.000000 Penalty: 3124.355713
	Iteration 34Q: 3 clusters Score -1604012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1604013.125000 Penalty: 3124.355713
	Iteration 35Q: 3 clusters Score -1604013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1604012.000000 Penalty: 3124.355713
	Iteration 36Q: 3 clusters Score -1604012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1604012.125000 Penalty: 3124.355713
	Iteration 37Q: 3 clusters Score -1604012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1604014.625000 Penalty: 3124.355713
	Iteration 38Q: 3 clusters Score -1604015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1604015.625000 Penalty: 3124.355713
	Iteration 39Q: 3 clusters Score -1604016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1604014.875000 Penalty: 3124.355713
	Iteration 40F: 3 clusters Score -1604015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1604015.500000 Penalty: 3124.355713
	Iteration 41Q: 3 clusters Score -1604016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1604018.000000 Penalty: 3124.355713
	Iteration 42Q: 3 clusters Score -1604018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1604018.000000 Penalty: 3124.355713
	Iteration 43Q: 3 clusters Score -1604018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1604016.500000 Penalty: 3124.355713
	Iteration 44Q: 3 clusters Score -1604016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1604020.875000 Penalty: 3124.355713
	Iteration 45Q: 3 clusters Score -1604021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1604018.750000 Penalty: 3124.355713
	Iteration 46Q: 3 clusters Score -1604019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1604018.750000 Penalty: 3124.355713
	Iteration 47F: 3 clusters Score -1604019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Entering Unmasked Estep 
Score: -3239410.750000 Penalty: 1676.639282
	Iteration 0F: 2 clusters Score -3239411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3218990.250000 Penalty: 3353.278564
	Iteration 0F: 3 clusters Score -3218990 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3226950.250000 Penalty: 3353.278564
	Iteration 1F: 3 clusters Score -3226950 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3227529.750000 Penalty: 3353.278564
	Iteration 2Q: 3 clusters Score -3227530 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3228239.750000 Penalty: 3353.278564
	Iteration 3F: 3 clusters Score -3228240 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3229144.000000 Penalty: 3353.278564
	Iteration 4F: 3 clusters Score -3229144 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3230364.500000 Penalty: 3353.278564
	Iteration 5F: 3 clusters Score -3230364 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3232032.000000 Penalty: 3353.278564
	Iteration 6F: 3 clusters Score -3232032 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3233788.750000 Penalty: 3353.278564
	Iteration 7F: 3 clusters Score -3233789 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3235245.250000 Penalty: 3353.278564
	Iteration 8F: 3 clusters Score -3235245 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3236152.750000 Penalty: 3353.278564
	Iteration 9Q: 3 clusters Score -3236153 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3236596.250000 Penalty: 3353.278564
	Iteration 10Q: 3 clusters Score -3236596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3236828.000000 Penalty: 3353.278564
	Iteration 11Q: 3 clusters Score -3236828 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3236967.750000 Penalty: 3353.278564
	Iteration 12Q: 3 clusters Score -3236968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3237069.000000 Penalty: 3353.278564
	Iteration 13Q: 3 clusters Score -3237069 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3237168.500000 Penalty: 3353.278564
	Iteration 14Q: 3 clusters Score -3237168 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3237246.000000 Penalty: 3353.278564
	Iteration 15Q: 3 clusters Score -3237246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3237304.500000 Penalty: 3353.278564
	Iteration 16Q: 3 clusters Score -3237304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3237380.000000 Penalty: 3353.278564
	Iteration 17Q: 3 clusters Score -3237380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3237445.750000 Penalty: 3353.278564
	Iteration 18Q: 3 clusters Score -3237446 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3237503.500000 Penalty: 3353.278564
	Iteration 19Q: 3 clusters Score -3237504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3237541.250000 Penalty: 3353.278564
	Iteration 20F: 3 clusters Score -3237541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3237605.250000 Penalty: 3353.278564
	Iteration 21Q: 3 clusters Score -3237605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3237647.000000 Penalty: 3353.278564
	Iteration 22Q: 3 clusters Score -3237647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3237692.000000 Penalty: 3353.278564
	Iteration 23Q: 3 clusters Score -3237692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3237724.000000 Penalty: 3353.278564
	Iteration 24Q: 3 clusters Score -3237724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3237753.750000 Penalty: 3353.278564
	Iteration 25Q: 3 clusters Score -3237754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3237777.500000 Penalty: 3353.278564
	Iteration 26Q: 3 clusters Score -3237778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3237792.500000 Penalty: 3353.278564
	Iteration 27Q: 3 clusters Score -3237792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3237805.250000 Penalty: 3353.278564
	Iteration 28Q: 3 clusters Score -3237805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3237821.500000 Penalty: 3353.278564
	Iteration 29Q: 3 clusters Score -3237822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3237840.000000 Penalty: 3353.278564
	Iteration 30Q: 3 clusters Score -3237840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3237856.250000 Penalty: 3353.278564
	Iteration 31Q: 3 clusters Score -3237856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3237869.750000 Penalty: 3353.278564
	Iteration 32Q: 3 clusters Score -3237870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3237875.500000 Penalty: 3353.278564
	Iteration 33Q: 3 clusters Score -3237876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3237878.000000 Penalty: 3353.278564
	Iteration 34Q: 3 clusters Score -3237878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3237887.500000 Penalty: 3353.278564
	Iteration 35Q: 3 clusters Score -3237888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3237891.500000 Penalty: 3353.278564
	Iteration 36Q: 3 clusters Score -3237892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3237898.750000 Penalty: 3353.278564
	Iteration 37Q: 3 clusters Score -3237899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3237901.500000 Penalty: 3353.278564
	Iteration 38Q: 3 clusters Score -3237902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3237904.750000 Penalty: 3353.278564
	Iteration 39Q: 3 clusters Score -3237905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3237895.750000 Penalty: 3353.278564
	Iteration 40F: 3 clusters Score -3237896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3237897.750000 Penalty: 3353.278564
	Iteration 41Q: 3 clusters Score -3237898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3237899.250000 Penalty: 3353.278564
	Iteration 42Q: 3 clusters Score -3237899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3237901.000000 Penalty: 3353.278564
	Iteration 43Q: 3 clusters Score -3237901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3237914.750000 Penalty: 3353.278564
	Iteration 44Q: 3 clusters Score -3237915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3237916.750000 Penalty: 3353.278564
	Iteration 45Q: 3 clusters Score -3237917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3237919.000000 Penalty: 3353.278564
	Iteration 46Q: 3 clusters Score -3237919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3237921.750000 Penalty: 3353.278564
	Iteration 47Q: 3 clusters Score -3237922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3237924.000000 Penalty: 3353.278564
	Iteration 48Q: 3 clusters Score -3237924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3237922.250000 Penalty: 3353.278564
	Iteration 49Q: 3 clusters Score -3237922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3237925.250000 Penalty: 3353.278564
	Iteration 50Q: 3 clusters Score -3237925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3237925.750000 Penalty: 3353.278564
	Iteration 51Q: 3 clusters Score -3237926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3237933.750000 Penalty: 3353.278564
	Iteration 52Q: 3 clusters Score -3237934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3237937.250000 Penalty: 3353.278564
	Iteration 53Q: 3 clusters Score -3237937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3237942.250000 Penalty: 3353.278564
	Iteration 54Q: 3 clusters Score -3237942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3237945.500000 Penalty: 3353.278564
	Iteration 55Q: 3 clusters Score -3237946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3237944.750000 Penalty: 3353.278564
	Iteration 56Q: 3 clusters Score -3237945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3237946.250000 Penalty: 3353.278564
	Iteration 57Q: 3 clusters Score -3237946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3237948.000000 Penalty: 3353.278564
	Iteration 58Q: 3 clusters Score -3237948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -3237947.500000 Penalty: 3353.278564
	Iteration 59Q: 3 clusters Score -3237948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3237952.250000 Penalty: 3353.278564
	Iteration 60F: 3 clusters Score -3237952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3237956.000000 Penalty: 3353.278564
	Iteration 61Q: 3 clusters Score -3237956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3237953.250000 Penalty: 3353.278564
	Iteration 62Q: 3 clusters Score -3237953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3237951.000000 Penalty: 3353.278564
	Iteration 63Q: 3 clusters Score -3237951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3237954.750000 Penalty: 3353.278564
	Iteration 64Q: 3 clusters Score -3237955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3237954.750000 Penalty: 3353.278564
	Iteration 65F: 3 clusters Score -3237955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -466524.875000 Penalty: 1375.297729
	Iteration 0F: 2 clusters Score -466524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -462740.531250 Penalty: 2750.595459
	Iteration 0F: 3 clusters Score -462740.5 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -463831.031250 Penalty: 2750.595459
	Iteration 1F: 3 clusters Score -463831 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -464025.687500 Penalty: 2750.595459
	Iteration 2F: 3 clusters Score -464025.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -464175.062500 Penalty: 2750.595459
	Iteration 3F: 3 clusters Score -464175.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464351.968750 Penalty: 2750.595459
	Iteration 4Q: 3 clusters Score -464352 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -464567.500000 Penalty: 2750.595459
	Iteration 5F: 3 clusters Score -464567.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -464839.406250 Penalty: 2750.595459
	Iteration 6F: 3 clusters Score -464839.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -465100.875000 Penalty: 2750.595459
	Iteration 7F: 3 clusters Score -465100.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -465292.906250 Penalty: 2750.595459
	Iteration 8F: 3 clusters Score -465292.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -465399.687500 Penalty: 2750.595459
	Iteration 9Q: 3 clusters Score -465399.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -465463.031250 Penalty: 2750.595459
	Iteration 10Q: 3 clusters Score -465463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -465500.125000 Penalty: 2750.595459
	Iteration 11Q: 3 clusters Score -465500.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -465530.093750 Penalty: 2750.595459
	Iteration 12Q: 3 clusters Score -465530.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -465549.562500 Penalty: 2750.595459
	Iteration 13Q: 3 clusters Score -465549.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -465564.500000 Penalty: 2750.595459
	Iteration 14Q: 3 clusters Score -465564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -465576.937500 Penalty: 2750.595459
	Iteration 15Q: 3 clusters Score -465576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -465586.187500 Penalty: 2750.595459
	Iteration 16Q: 3 clusters Score -465586.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -465595.218750 Penalty: 2750.595459
	Iteration 17Q: 3 clusters Score -465595.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -465602.437500 Penalty: 2750.595459
	Iteration 18Q: 3 clusters Score -465602.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -465612.843750 Penalty: 2750.595459
	Iteration 19Q: 3 clusters Score -465612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -465622.218750 Penalty: 2750.595459
	Iteration 20F: 3 clusters Score -465622.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -465629.375000 Penalty: 2750.595459
	Iteration 21Q: 3 clusters Score -465629.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -465634.968750 Penalty: 2750.595459
	Iteration 22Q: 3 clusters Score -465635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -465639.468750 Penalty: 2750.595459
	Iteration 23Q: 3 clusters Score -465639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -465642.250000 Penalty: 2750.595459
	Iteration 24Q: 3 clusters Score -465642.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -465647.000000 Penalty: 2750.595459
	Iteration 25Q: 3 clusters Score -465647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -465651.593750 Penalty: 2750.595459
	Iteration 26Q: 3 clusters Score -465651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -465653.187500 Penalty: 2750.595459
	Iteration 27Q: 3 clusters Score -465653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -465655.562500 Penalty: 2750.595459
	Iteration 28Q: 3 clusters Score -465655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -465656.218750 Penalty: 2750.595459
	Iteration 29Q: 3 clusters Score -465656.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -465658.593750 Penalty: 2750.595459
	Iteration 30Q: 3 clusters Score -465658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -465660.968750 Penalty: 2750.595459
	Iteration 31Q: 3 clusters Score -465661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -465662.218750 Penalty: 2750.595459
	Iteration 32Q: 3 clusters Score -465662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -465665.312500 Penalty: 2750.595459
	Iteration 33Q: 3 clusters Score -465665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -465665.343750 Penalty: 2750.595459
	Iteration 34Q: 3 clusters Score -465665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -465668.375000 Penalty: 2750.595459
	Iteration 35Q: 3 clusters Score -465668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -465668.656250 Penalty: 2750.595459
	Iteration 36Q: 3 clusters Score -465668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -465671.437500 Penalty: 2750.595459
	Iteration 37Q: 3 clusters Score -465671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -465672.062500 Penalty: 2750.595459
	Iteration 38Q: 3 clusters Score -465672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -465674.500000 Penalty: 2750.595459
	Iteration 39Q: 3 clusters Score -465674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -465674.156250 Penalty: 2750.595459
	Iteration 40F: 3 clusters Score -465674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -465674.000000 Penalty: 2750.595459
	Iteration 41Q: 3 clusters Score -465674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -465676.375000 Penalty: 2750.595459
	Iteration 42Q: 3 clusters Score -465676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -465676.531250 Penalty: 2750.595459
	Iteration 43Q: 3 clusters Score -465676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -465675.656250 Penalty: 2750.595459
	Iteration 44Q: 3 clusters Score -465675.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -465675.656250 Penalty: 2750.595459
	Iteration 45F: 3 clusters Score -465675.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Entering Unmasked Estep 
Score: -5507083.500000 Penalty: 1762.906860
	Iteration 0F: 2 clusters Score -5507084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5472688.000000 Penalty: 3525.813721
	Iteration 0F: 3 clusters Score -5472688 nChanged 24130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5486649.500000 Penalty: 3525.813721
	Iteration 1F: 3 clusters Score -5486650 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -5487655.000000 Penalty: 3525.813721
	Iteration 2Q: 3 clusters Score -5487655 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5489353.500000 Penalty: 3525.813721
	Iteration 3F: 3 clusters Score -5489354 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5491907.500000 Penalty: 3525.813721
	Iteration 4F: 3 clusters Score -5491908 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5495223.500000 Penalty: 3525.813721
	Iteration 5F: 3 clusters Score -5495224 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -5498376.500000 Penalty: 3525.813721
	Iteration 6F: 3 clusters Score -5498376 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5500704.500000 Penalty: 3525.813721
	Iteration 7F: 3 clusters Score -5500704 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5502146.000000 Penalty: 3525.813721
	Iteration 8F: 3 clusters Score -5502146 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5502989.500000 Penalty: 3525.813721
	Iteration 9Q: 3 clusters Score -5502990 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5503533.000000 Penalty: 3525.813721
	Iteration 10Q: 3 clusters Score -5503533 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5503843.000000 Penalty: 3525.813721
	Iteration 11Q: 3 clusters Score -5503843 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5504141.500000 Penalty: 3525.813721
	Iteration 12Q: 3 clusters Score -5504142 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -5504336.500000 Penalty: 3525.813721
	Iteration 13Q: 3 clusters Score -5504336 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -5504511.000000 Penalty: 3525.813721
	Iteration 14Q: 3 clusters Score -5504511 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5504655.500000 Penalty: 3525.813721
	Iteration 15Q: 3 clusters Score -5504656 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5504761.500000 Penalty: 3525.813721
	Iteration 16Q: 3 clusters Score -5504762 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5504887.000000 Penalty: 3525.813721
	Iteration 17Q: 3 clusters Score -5504887 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5505031.500000 Penalty: 3525.813721
	Iteration 18Q: 3 clusters Score -5505032 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -5505145.500000 Penalty: 3525.813721
	Iteration 19Q: 3 clusters Score -5505146 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5505285.500000 Penalty: 3525.813721
	Iteration 20F: 3 clusters Score -5505286 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5505392.000000 Penalty: 3525.813721
	Iteration 21Q: 3 clusters Score -5505392 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -5505505.500000 Penalty: 3525.813721
	Iteration 22Q: 3 clusters Score -5505506 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5505559.500000 Penalty: 3525.813721
	Iteration 23Q: 3 clusters Score -5505560 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5505626.500000 Penalty: 3525.813721
	Iteration 24Q: 3 clusters Score -5505626 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -5505687.500000 Penalty: 3525.813721
	Iteration 25Q: 3 clusters Score -5505688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5505713.000000 Penalty: 3525.813721
	Iteration 26Q: 3 clusters Score -5505713 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5505752.000000 Penalty: 3525.813721
	Iteration 27Q: 3 clusters Score -5505752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5505787.000000 Penalty: 3525.813721
	Iteration 28Q: 3 clusters Score -5505787 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5505814.500000 Penalty: 3525.813721
	Iteration 29Q: 3 clusters Score -5505814 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -5505820.500000 Penalty: 3525.813721
	Iteration 30Q: 3 clusters Score -5505820 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5505872.000000 Penalty: 3525.813721
	Iteration 31Q: 3 clusters Score -5505872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5505892.500000 Penalty: 3525.813721
	Iteration 32Q: 3 clusters Score -5505892 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5505930.000000 Penalty: 3525.813721
	Iteration 33Q: 3 clusters Score -5505930 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -5505936.500000 Penalty: 3525.813721
	Iteration 34Q: 3 clusters Score -5505936 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -5505972.500000 Penalty: 3525.813721
	Iteration 35Q: 3 clusters Score -5505972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -5505981.000000 Penalty: 3525.813721
	Iteration 36Q: 3 clusters Score -5505981 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5505990.000000 Penalty: 3525.813721
	Iteration 37Q: 3 clusters Score -5505990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -5505998.500000 Penalty: 3525.813721
	Iteration 38Q: 3 clusters Score -5505998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5506036.000000 Penalty: 3525.813721
	Iteration 39Q: 3 clusters Score -5506036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5506058.500000 Penalty: 3525.813721
	Iteration 40F: 3 clusters Score -5506058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5506051.000000 Penalty: 3525.813721
	Iteration 41Q: 3 clusters Score -5506051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5506056.000000 Penalty: 3525.813721
	Iteration 42Q: 3 clusters Score -5506056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -5506063.500000 Penalty: 3525.813721
	Iteration 43Q: 3 clusters Score -5506064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -5506070.000000 Penalty: 3525.813721
	Iteration 44Q: 3 clusters Score -5506070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5506092.500000 Penalty: 3525.813721
	Iteration 45Q: 3 clusters Score -5506092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5506093.500000 Penalty: 3525.813721
	Iteration 46Q: 3 clusters Score -5506094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5506111.500000 Penalty: 3525.813721
	Iteration 47Q: 3 clusters Score -5506112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5506117.000000 Penalty: 3525.813721
	Iteration 48Q: 3 clusters Score -5506117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -5506118.000000 Penalty: 3525.813721
	Iteration 49Q: 3 clusters Score -5506118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -5506109.500000 Penalty: 3525.813721
	Iteration 50Q: 3 clusters Score -5506110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -5506108.500000 Penalty: 3525.813721
	Iteration 51Q: 3 clusters Score -5506108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -5506105.500000 Penalty: 3525.813721
	Iteration 52Q: 3 clusters Score -5506106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -5506115.000000 Penalty: 3525.813721
	Iteration 53Q: 3 clusters Score -5506115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5506116.500000 Penalty: 3525.813721
	Iteration 54Q: 3 clusters Score -5506116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5506127.500000 Penalty: 3525.813721
	Iteration 55Q: 3 clusters Score -5506128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5506132.500000 Penalty: 3525.813721
	Iteration 56Q: 3 clusters Score -5506132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5506146.500000 Penalty: 3525.813721
	Iteration 57Q: 3 clusters Score -5506146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5506141.500000 Penalty: 3525.813721
	Iteration 58Q: 3 clusters Score -5506142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -5506149.000000 Penalty: 3525.813721
	Iteration 59Q: 3 clusters Score -5506149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5506145.000000 Penalty: 3525.813721
	Iteration 60F: 3 clusters Score -5506145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5506129.500000 Penalty: 3525.813721
	Iteration 61Q: 3 clusters Score -5506130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5506141.000000 Penalty: 3525.813721
	Iteration 62Q: 3 clusters Score -5506141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5506131.000000 Penalty: 3525.813721
	Iteration 63Q: 3 clusters Score -5506131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5506136.500000 Penalty: 3525.813721
	Iteration 64Q: 3 clusters Score -5506136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -5506137.500000 Penalty: 3525.813721
	Iteration 65Q: 3 clusters Score -5506138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5506131.000000 Penalty: 3525.813721
	Iteration 66Q: 3 clusters Score -5506131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -5506135.500000 Penalty: 3525.813721
	Iteration 67Q: 3 clusters Score -5506136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -5506140.500000 Penalty: 3525.813721
	Iteration 68Q: 3 clusters Score -5506140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5506137.500000 Penalty: 3525.813721
	Iteration 69Q: 3 clusters Score -5506138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -5506138.500000 Penalty: 3525.813721
	Iteration 70Q: 3 clusters Score -5506138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -5506128.000000 Penalty: 3525.813721
	Iteration 71Q: 3 clusters Score -5506128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -5506135.000000 Penalty: 3525.813721
	Iteration 72Q: 3 clusters Score -5506135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5506142.500000 Penalty: 3525.813721
	Iteration 73Q: 3 clusters Score -5506142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5506141.000000 Penalty: 3525.813721
	Iteration 74Q: 3 clusters Score -5506141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5506128.000000 Penalty: 3525.813721
	Iteration 75Q: 3 clusters Score -5506128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5506137.000000 Penalty: 3525.813721
	Iteration 76Q: 3 clusters Score -5506137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -5506153.000000 Penalty: 3525.813721
	Iteration 77Q: 3 clusters Score -5506153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -5506152.000000 Penalty: 3525.813721
	Iteration 78Q: 3 clusters Score -5506152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5506156.000000 Penalty: 3525.813721
	Iteration 79Q: 3 clusters Score -5506156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -5506156.500000 Penalty: 3525.813721
	Iteration 80F: 3 clusters Score -5506156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5506158.500000 Penalty: 3525.813721
	Iteration 81Q: 3 clusters Score -5506158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5506157.000000 Penalty: 3525.813721
	Iteration 82Q: 3 clusters Score -5506157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -5506156.500000 Penalty: 3525.813721
	Iteration 83Q: 3 clusters Score -5506156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5506156.500000 Penalty: 3525.813721
	Iteration 84Q: 3 clusters Score -5506156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -5506157.000000 Penalty: 3525.813721
	Iteration 85Q: 3 clusters Score -5506157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5506146.500000 Penalty: 3525.813721
	Iteration 86Q: 3 clusters Score -5506146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5506154.500000 Penalty: 3525.813721
	Iteration 87Q: 3 clusters Score -5506154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5506152.500000 Penalty: 3525.813721
	Iteration 88Q: 3 clusters Score -5506152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5506165.500000 Penalty: 3525.813721
	Iteration 89Q: 3 clusters Score -5506166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -5506171.500000 Penalty: 3525.813721
	Iteration 90Q: 3 clusters Score -5506172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5506164.500000 Penalty: 3525.813721
	Iteration 91Q: 3 clusters Score -5506164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5506159.500000 Penalty: 3525.813721
	Iteration 92Q: 3 clusters Score -5506160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5506162.000000 Penalty: 3525.813721
	Iteration 93Q: 3 clusters Score -5506162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5506163.000000 Penalty: 3525.813721
	Iteration 94Q: 3 clusters Score -5506163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5506161.500000 Penalty: 3525.813721
	Iteration 95Q: 3 clusters Score -5506162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5506161.500000 Penalty: 3525.813721
	Iteration 96Q: 3 clusters Score -5506162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5506158.000000 Penalty: 3525.813721
	Iteration 97Q: 3 clusters Score -5506158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5506163.000000 Penalty: 3525.813721
	Iteration 98Q: 3 clusters Score -5506163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -5506164.000000 Penalty: 3525.813721
	Iteration 99Q: 3 clusters Score -5506164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5506167.000000 Penalty: 3525.813721
	Iteration 100F: 3 clusters Score -5506167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -5506172.500000 Penalty: 3525.813721
	Iteration 101Q: 3 clusters Score -5506172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5506170.000000 Penalty: 3525.813721
	Iteration 102Q: 3 clusters Score -5506170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -5506171.500000 Penalty: 3525.813721
	Iteration 103Q: 3 clusters Score -5506172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5506169.500000 Penalty: 3525.813721
	Iteration 104Q: 3 clusters Score -5506170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -5506174.500000 Penalty: 3525.813721
	Iteration 105Q: 3 clusters Score -5506174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5506167.500000 Penalty: 3525.813721
	Iteration 106Q: 3 clusters Score -5506168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5506166.000000 Penalty: 3525.813721
	Iteration 107Q: 3 clusters Score -5506166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5506166.000000 Penalty: 3525.813721
	Iteration 108F: 3 clusters Score -5506166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Entering Unmasked Estep 
Score: -6709247.000000 Penalty: 1795.141724
	Iteration 0F: 2 clusters Score -6709247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6667233.500000 Penalty: 3590.283447
	Iteration 0F: 3 clusters Score -6667234 nChanged 29657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -6684284.500000 Penalty: 3590.283447
	Iteration 1F: 3 clusters Score -6684284 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6684894.000000 Penalty: 3590.283447
	Iteration 2Q: 3 clusters Score -6684894 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -6685583.000000 Penalty: 3590.283447
	Iteration 3Q: 3 clusters Score -6685583 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6686386.000000 Penalty: 3590.283447
	Iteration 4Q: 3 clusters Score -6686386 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -6687250.500000 Penalty: 3590.283447
	Iteration 5Q: 3 clusters Score -6687250 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6688164.500000 Penalty: 3590.283447
	Iteration 6Q: 3 clusters Score -6688164 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6689276.500000 Penalty: 3590.283447
	Iteration 7Q: 3 clusters Score -6689276 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -6690659.000000 Penalty: 3590.283447
	Iteration 8Q: 3 clusters Score -6690659 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -6691967.500000 Penalty: 3590.283447
	Iteration 9Q: 3 clusters Score -6691968 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6693258.000000 Penalty: 3590.283447
	Iteration 10Q: 3 clusters Score -6693258 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -6694261.000000 Penalty: 3590.283447
	Iteration 11Q: 3 clusters Score -6694261 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -6695096.000000 Penalty: 3590.283447
	Iteration 12Q: 3 clusters Score -6695096 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -6695730.000000 Penalty: 3590.283447
	Iteration 13Q: 3 clusters Score -6695730 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6696173.500000 Penalty: 3590.283447
	Iteration 14Q: 3 clusters Score -6696174 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -6696548.500000 Penalty: 3590.283447
	Iteration 15Q: 3 clusters Score -6696548 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -6696901.000000 Penalty: 3590.283447
	Iteration 16Q: 3 clusters Score -6696901 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -6697271.500000 Penalty: 3590.283447
	Iteration 17Q: 3 clusters Score -6697272 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6697674.500000 Penalty: 3590.283447
	Iteration 18Q: 3 clusters Score -6697674 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6698182.000000 Penalty: 3590.283447
	Iteration 19Q: 3 clusters Score -6698182 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -6698697.000000 Penalty: 3590.283447
	Iteration 20F: 3 clusters Score -6698697 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6699277.500000 Penalty: 3590.283447
	Iteration 21Q: 3 clusters Score -6699278 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -6700000.000000 Penalty: 3590.283447
	Iteration 22Q: 3 clusters Score -6700000 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6700870.000000 Penalty: 3590.283447
	Iteration 23Q: 3 clusters Score -6700870 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6701739.500000 Penalty: 3590.283447
	Iteration 24Q: 3 clusters Score -6701740 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -6702649.000000 Penalty: 3590.283447
	Iteration 25Q: 3 clusters Score -6702649 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -6703553.500000 Penalty: 3590.283447
	Iteration 26Q: 3 clusters Score -6703554 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -6704438.500000 Penalty: 3590.283447
	Iteration 27Q: 3 clusters Score -6704438 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -6705191.500000 Penalty: 3590.283447
	Iteration 28Q: 3 clusters Score -6705192 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -6705868.000000 Penalty: 3590.283447
	Iteration 29Q: 3 clusters Score -6705868 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -6706391.000000 Penalty: 3590.283447
	Iteration 30Q: 3 clusters Score -6706391 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -6706890.000000 Penalty: 3590.283447
	Iteration 31Q: 3 clusters Score -6706890 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -6707299.000000 Penalty: 3590.283447
	Iteration 32Q: 3 clusters Score -6707299 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -6707550.500000 Penalty: 3590.283447
	Iteration 33Q: 3 clusters Score -6707550 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -6707801.500000 Penalty: 3590.283447
	Iteration 34Q: 3 clusters Score -6707802 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -6707987.500000 Penalty: 3590.283447
	Iteration 35Q: 3 clusters Score -6707988 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -6708099.000000 Penalty: 3590.283447
	Iteration 36Q: 3 clusters Score -6708099 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -6708153.000000 Penalty: 3590.283447
	Iteration 37Q: 3 clusters Score -6708153 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -6708220.500000 Penalty: 3590.283447
	Iteration 38Q: 3 clusters Score -6708220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -6708267.000000 Penalty: 3590.283447
	Iteration 39Q: 3 clusters Score -6708267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -6708289.000000 Penalty: 3590.283447
	Iteration 40F: 3 clusters Score -6708289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -6708292.000000 Penalty: 3590.283447
	Iteration 41Q: 3 clusters Score -6708292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -6708312.500000 Penalty: 3590.283447
	Iteration 42Q: 3 clusters Score -6708312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -6708335.000000 Penalty: 3590.283447
	Iteration 43Q: 3 clusters Score -6708335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -6708338.500000 Penalty: 3590.283447
	Iteration 44Q: 3 clusters Score -6708338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -6708359.500000 Penalty: 3590.283447
	Iteration 45Q: 3 clusters Score -6708360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -6708360.500000 Penalty: 3590.283447
	Iteration 46Q: 3 clusters Score -6708360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -6708360.000000 Penalty: 3590.283447
	Iteration 47Q: 3 clusters Score -6708360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -6708355.500000 Penalty: 3590.283447
	Iteration 48Q: 3 clusters Score -6708356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -6708365.500000 Penalty: 3590.283447
	Iteration 49Q: 3 clusters Score -6708366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -6708372.000000 Penalty: 3590.283447
	Iteration 50Q: 3 clusters Score -6708372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -6708362.500000 Penalty: 3590.283447
	Iteration 51Q: 3 clusters Score -6708362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -6708372.000000 Penalty: 3590.283447
	Iteration 52Q: 3 clusters Score -6708372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -6708373.000000 Penalty: 3590.283447
	Iteration 53Q: 3 clusters Score -6708373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6708373.500000 Penalty: 3590.283447
	Iteration 54Q: 3 clusters Score -6708374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6708373.500000 Penalty: 3590.283447
	Iteration 55F: 3 clusters Score -6708374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -209160.093750 Penalty: 1250.856079
	Iteration 0F: 2 clusters Score -209160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -206950.265625 Penalty: 2501.712158
	Iteration 0F: 3 clusters Score -206950.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -207507.203125 Penalty: 2501.712158
	Iteration 1F: 3 clusters Score -207507.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207696.109375 Penalty: 2501.712158
	Iteration 2F: 3 clusters Score -207696.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -207847.921875 Penalty: 2501.712158
	Iteration 3F: 3 clusters Score -207847.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -207956.296875 Penalty: 2501.712158
	Iteration 4F: 3 clusters Score -207956.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -208057.656250 Penalty: 2501.712158
	Iteration 5Q: 3 clusters Score -208057.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -208143.250000 Penalty: 2501.712158
	Iteration 6Q: 3 clusters Score -208143.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208205.625000 Penalty: 2501.712158
	Iteration 7Q: 3 clusters Score -208205.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -208249.593750 Penalty: 2501.712158
	Iteration 8Q: 3 clusters Score -208249.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -208308.250000 Penalty: 2501.712158
	Iteration 9Q: 3 clusters Score -208308.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -208371.296875 Penalty: 2501.712158
	Iteration 10Q: 3 clusters Score -208371.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -208450.968750 Penalty: 2501.712158
	Iteration 11Q: 3 clusters Score -208451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -208530.515625 Penalty: 2501.712158
	Iteration 12Q: 3 clusters Score -208530.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -208609.812500 Penalty: 2501.712158
	Iteration 13Q: 3 clusters Score -208609.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -208669.000000 Penalty: 2501.712158
	Iteration 14Q: 3 clusters Score -208669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -208696.578125 Penalty: 2501.712158
	Iteration 15Q: 3 clusters Score -208696.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -208711.921875 Penalty: 2501.712158
	Iteration 16Q: 3 clusters Score -208711.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -208722.187500 Penalty: 2501.712158
	Iteration 17Q: 3 clusters Score -208722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -208726.937500 Penalty: 2501.712158
	Iteration 18Q: 3 clusters Score -208726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -208729.781250 Penalty: 2501.712158
	Iteration 19Q: 3 clusters Score -208729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -208730.796875 Penalty: 2501.712158
	Iteration 20F: 3 clusters Score -208730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -208731.312500 Penalty: 2501.712158
	Iteration 21Q: 3 clusters Score -208731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208732.234375 Penalty: 2501.712158
	Iteration 22Q: 3 clusters Score -208732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -208732.437500 Penalty: 2501.712158
	Iteration 23Q: 3 clusters Score -208732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -208733.031250 Penalty: 2501.712158
	Iteration 24Q: 3 clusters Score -208733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208733.656250 Penalty: 2501.712158
	Iteration 25Q: 3 clusters Score -208733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -208733.656250 Penalty: 2501.712158
	Iteration 26F: 3 clusters Score -208733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -33971.281250 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -33971.28 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 169 members 
Entering Unmasked Estep 
Score: -33071.140625 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -33071.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33187.546875 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -33187.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33214.050781 Penalty: 1899.151978
	Iteration 2Q: 3 clusters Score -33214.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33222.832031 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -33222.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33232.925781 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -33232.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33234.906250 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -33234.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33236.488281 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -33236.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33239.960938 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -33239.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33278.492188 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -33278.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33291.234375 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -33291.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33305.148438 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -33305.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33310.550781 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -33310.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33312.656250 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -33312.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33313.468750 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -33313.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33315.976562 Penalty: 1899.151978
	Iteration 14Q: 3 clusters Score -33315.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33315.976562 Penalty: 1899.151978
	Iteration 15F: 3 clusters Score -33315.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Entering Unmasked Estep 
Score: -3664640.500000 Penalty: 1703.799561
	Iteration 0F: 2 clusters Score -3664640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3640502.500000 Penalty: 3407.599121
	Iteration 0F: 3 clusters Score -3640502 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3649664.000000 Penalty: 3407.599121
	Iteration 1F: 3 clusters Score -3649664 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3650002.000000 Penalty: 3407.599121
	Iteration 2Q: 3 clusters Score -3650002 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3650327.000000 Penalty: 3407.599121
	Iteration 3Q: 3 clusters Score -3650327 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3650633.250000 Penalty: 3407.599121
	Iteration 4Q: 3 clusters Score -3650633 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3650975.750000 Penalty: 3407.599121
	Iteration 5Q: 3 clusters Score -3650976 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3651382.250000 Penalty: 3407.599121
	Iteration 6Q: 3 clusters Score -3651382 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3651931.750000 Penalty: 3407.599121
	Iteration 7Q: 3 clusters Score -3651932 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3652634.750000 Penalty: 3407.599121
	Iteration 8Q: 3 clusters Score -3652635 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3653569.500000 Penalty: 3407.599121
	Iteration 9Q: 3 clusters Score -3653570 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3654880.500000 Penalty: 3407.599121
	Iteration 10F: 3 clusters Score -3654880 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3656171.250000 Penalty: 3407.599121
	Iteration 11F: 3 clusters Score -3656171 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3657121.500000 Penalty: 3407.599121
	Iteration 12Q: 3 clusters Score -3657122 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3657662.250000 Penalty: 3407.599121
	Iteration 13Q: 3 clusters Score -3657662 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3657904.750000 Penalty: 3407.599121
	Iteration 14Q: 3 clusters Score -3657905 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3658056.750000 Penalty: 3407.599121
	Iteration 15Q: 3 clusters Score -3658057 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3658175.000000 Penalty: 3407.599121
	Iteration 16Q: 3 clusters Score -3658175 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3658224.250000 Penalty: 3407.599121
	Iteration 17Q: 3 clusters Score -3658224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3658284.750000 Penalty: 3407.599121
	Iteration 18Q: 3 clusters Score -3658285 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3658355.750000 Penalty: 3407.599121
	Iteration 19Q: 3 clusters Score -3658356 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3658375.250000 Penalty: 3407.599121
	Iteration 20F: 3 clusters Score -3658375 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3658421.250000 Penalty: 3407.599121
	Iteration 21Q: 3 clusters Score -3658421 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3658460.500000 Penalty: 3407.599121
	Iteration 22Q: 3 clusters Score -3658460 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3658517.000000 Penalty: 3407.599121
	Iteration 23Q: 3 clusters Score -3658517 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3658555.750000 Penalty: 3407.599121
	Iteration 24Q: 3 clusters Score -3658556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3658604.000000 Penalty: 3407.599121
	Iteration 25Q: 3 clusters Score -3658604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3658635.000000 Penalty: 3407.599121
	Iteration 26Q: 3 clusters Score -3658635 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3658704.750000 Penalty: 3407.599121
	Iteration 27Q: 3 clusters Score -3658705 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3658740.500000 Penalty: 3407.599121
	Iteration 28Q: 3 clusters Score -3658740 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3658773.250000 Penalty: 3407.599121
	Iteration 29Q: 3 clusters Score -3658773 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3658831.500000 Penalty: 3407.599121
	Iteration 30Q: 3 clusters Score -3658832 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3658911.250000 Penalty: 3407.599121
	Iteration 31Q: 3 clusters Score -3658911 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3658986.750000 Penalty: 3407.599121
	Iteration 32Q: 3 clusters Score -3658987 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3659096.250000 Penalty: 3407.599121
	Iteration 33Q: 3 clusters Score -3659096 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3659197.250000 Penalty: 3407.599121
	Iteration 34Q: 3 clusters Score -3659197 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3659379.750000 Penalty: 3407.599121
	Iteration 35Q: 3 clusters Score -3659380 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3659655.250000 Penalty: 3407.599121
	Iteration 36Q: 3 clusters Score -3659655 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3660001.500000 Penalty: 3407.599121
	Iteration 37Q: 3 clusters Score -3660002 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3660526.000000 Penalty: 3407.599121
	Iteration 38Q: 3 clusters Score -3660526 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3661232.500000 Penalty: 3407.599121
	Iteration 39Q: 3 clusters Score -3661232 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3661815.500000 Penalty: 3407.599121
	Iteration 40F: 3 clusters Score -3661816 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3662178.250000 Penalty: 3407.599121
	Iteration 41Q: 3 clusters Score -3662178 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3662440.250000 Penalty: 3407.599121
	Iteration 42Q: 3 clusters Score -3662440 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3662605.250000 Penalty: 3407.599121
	Iteration 43Q: 3 clusters Score -3662605 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3662743.250000 Penalty: 3407.599121
	Iteration 44Q: 3 clusters Score -3662743 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3662860.000000 Penalty: 3407.599121
	Iteration 45Q: 3 clusters Score -3662860 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3662963.000000 Penalty: 3407.599121
	Iteration 46Q: 3 clusters Score -3662963 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3663028.750000 Penalty: 3407.599121
	Iteration 47Q: 3 clusters Score -3663029 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3663080.750000 Penalty: 3407.599121
	Iteration 48Q: 3 clusters Score -3663081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3663107.000000 Penalty: 3407.599121
	Iteration 49Q: 3 clusters Score -3663107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -3663146.250000 Penalty: 3407.599121
	Iteration 50Q: 3 clusters Score -3663146 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3663179.000000 Penalty: 3407.599121
	Iteration 51Q: 3 clusters Score -3663179 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3663195.500000 Penalty: 3407.599121
	Iteration 52Q: 3 clusters Score -3663196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3663222.000000 Penalty: 3407.599121
	Iteration 53Q: 3 clusters Score -3663222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3663252.250000 Penalty: 3407.599121
	Iteration 54Q: 3 clusters Score -3663252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3663268.250000 Penalty: 3407.599121
	Iteration 55Q: 3 clusters Score -3663268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3663289.000000 Penalty: 3407.599121
	Iteration 56Q: 3 clusters Score -3663289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3663309.500000 Penalty: 3407.599121
	Iteration 57Q: 3 clusters Score -3663310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3663319.000000 Penalty: 3407.599121
	Iteration 58Q: 3 clusters Score -3663319 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3663336.000000 Penalty: 3407.599121
	Iteration 59Q: 3 clusters Score -3663336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3663347.750000 Penalty: 3407.599121
	Iteration 60F: 3 clusters Score -3663348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3663344.250000 Penalty: 3407.599121
	Iteration 61Q: 3 clusters Score -3663344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3663343.000000 Penalty: 3407.599121
	Iteration 62Q: 3 clusters Score -3663343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3663359.000000 Penalty: 3407.599121
	Iteration 63Q: 3 clusters Score -3663359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3663363.000000 Penalty: 3407.599121
	Iteration 64Q: 3 clusters Score -3663363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3663363.250000 Penalty: 3407.599121
	Iteration 65Q: 3 clusters Score -3663363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3663358.250000 Penalty: 3407.599121
	Iteration 66Q: 3 clusters Score -3663358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -3663373.500000 Penalty: 3407.599121
	Iteration 67Q: 3 clusters Score -3663374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -3663386.750000 Penalty: 3407.599121
	Iteration 68Q: 3 clusters Score -3663387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3663385.500000 Penalty: 3407.599121
	Iteration 69Q: 3 clusters Score -3663386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3663387.500000 Penalty: 3407.599121
	Iteration 70Q: 3 clusters Score -3663388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3663387.750000 Penalty: 3407.599121
	Iteration 71Q: 3 clusters Score -3663388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -3663385.250000 Penalty: 3407.599121
	Iteration 72Q: 3 clusters Score -3663385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3663397.250000 Penalty: 3407.599121
	Iteration 73Q: 3 clusters Score -3663397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3663404.750000 Penalty: 3407.599121
	Iteration 74Q: 3 clusters Score -3663405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3663404.000000 Penalty: 3407.599121
	Iteration 75Q: 3 clusters Score -3663404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -3663403.750000 Penalty: 3407.599121
	Iteration 76Q: 3 clusters Score -3663404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3663406.500000 Penalty: 3407.599121
	Iteration 77Q: 3 clusters Score -3663406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3663400.000000 Penalty: 3407.599121
	Iteration 78Q: 3 clusters Score -3663400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3663403.000000 Penalty: 3407.599121
	Iteration 79Q: 3 clusters Score -3663403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3663407.750000 Penalty: 3407.599121
	Iteration 80F: 3 clusters Score -3663408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3663406.750000 Penalty: 3407.599121
	Iteration 81Q: 3 clusters Score -3663407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3663406.750000 Penalty: 3407.599121
	Iteration 82Q: 3 clusters Score -3663407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3663407.500000 Penalty: 3407.599121
	Iteration 83Q: 3 clusters Score -3663408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3663405.500000 Penalty: 3407.599121
	Iteration 84Q: 3 clusters Score -3663406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3663409.750000 Penalty: 3407.599121
	Iteration 85Q: 3 clusters Score -3663410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3663408.000000 Penalty: 3407.599121
	Iteration 86Q: 3 clusters Score -3663408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3663408.750000 Penalty: 3407.599121
	Iteration 87Q: 3 clusters Score -3663409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3663410.750000 Penalty: 3407.599121
	Iteration 88Q: 3 clusters Score -3663411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3663411.500000 Penalty: 3407.599121
	Iteration 89Q: 3 clusters Score -3663412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3663411.500000 Penalty: 3407.599121
	Iteration 90F: 3 clusters Score -3663412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -126949.968750 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -126950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -125375.242188 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -125375.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125902.109375 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -125902.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126226.445312 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -126226.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126483.164062 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -126483.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126587.203125 Penalty: 2326.010742
	Iteration 4F: 3 clusters Score -126587.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126663.468750 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -126663.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126721.593750 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -126721.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126748.593750 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -126748.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126760.054688 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -126760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126774.703125 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -126774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126780.234375 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -126780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126784.796875 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -126784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126787.328125 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -126787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126790.492188 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -126790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126790.492188 Penalty: 2326.010742
	Iteration 14F: 3 clusters Score -126790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233725 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 81616 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 11 contains 46375 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 30266 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 17 contains 62757 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 345 members 
Mstep: Class 20 contains 35772 members 
Mstep: Class 22 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203712.000000 Penalty: 39277.449219
Iteration 79Q: 19 clusters Score -7.020371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 233729 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81592 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 11 contains 46373 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 30268 members 
Mstep: Class 15 contains 4736 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62758 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 35776 members 
Mstep: Class 22 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203624.000000 Penalty: 39277.449219
Iteration 80F: 19 clusters Score -7.020362e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34720 members 
Mstep: Class 6 contains 81573 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45636 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 11 contains 46373 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 30273 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62758 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 35779 members 
Mstep: Class 22 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203720.000000 Penalty: 39277.449219
Iteration 81Q: 19 clusters Score -7.020372e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233738 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 81558 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45637 members 
Mstep: Class 9 contains 21295 members 
Mstep: Class 11 contains 46373 members 
Mstep: Class 12 contains 15011 members 
Mstep: Class 13 contains 30271 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62761 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 22 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203744.000000 Penalty: 39277.449219
Iteration 82Q: 19 clusters Score -7.020374e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81543 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45638 members 
Mstep: Class 9 contains 21297 members 
Mstep: Class 11 contains 46376 members 
Mstep: Class 12 contains 15033 members 
Mstep: Class 13 contains 30274 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62764 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 35787 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203752.000000 Penalty: 39277.449219
Iteration 83Q: 19 clusters Score -7.020375e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233741 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81524 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 21302 members 
Mstep: Class 11 contains 46380 members 
Mstep: Class 12 contains 15046 members 
Mstep: Class 13 contains 30277 members 
Mstep: Class 15 contains 4714 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62764 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 338 members 
Mstep: Class 20 contains 35784 members 
Mstep: Class 22 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 84Q: 19 clusters Score -7.020382e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34731 members 
Mstep: Class 6 contains 81508 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 21307 members 
Mstep: Class 11 contains 46385 members 
Mstep: Class 12 contains 15059 members 
Mstep: Class 13 contains 30282 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62765 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 35787 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203896.000000 Penalty: 39277.449219
Iteration 85Q: 19 clusters Score -7.02039e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233724 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 81494 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45645 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 11 contains 46392 members 
Mstep: Class 12 contains 15072 members 
Mstep: Class 13 contains 30285 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62766 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35794 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203904.000000 Penalty: 39277.449219
Iteration 86Q: 19 clusters Score -7.02039e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34731 members 
Mstep: Class 6 contains 81487 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45645 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 11 contains 46399 members 
Mstep: Class 12 contains 15085 members 
Mstep: Class 13 contains 30287 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62767 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35796 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203976.000000 Penalty: 39277.449219
Iteration 87Q: 19 clusters Score -7.020398e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233711 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81474 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 45645 members 
Mstep: Class 9 contains 21306 members 
Mstep: Class 11 contains 46401 members 
Mstep: Class 12 contains 15095 members 
Mstep: Class 13 contains 30287 members 
Mstep: Class 15 contains 4698 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62768 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35795 members 
Mstep: Class 22 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203936.000000 Penalty: 39277.449219
Iteration 88Q: 19 clusters Score -7.020394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 3545 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81460 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45646 members 
Mstep: Class 9 contains 21307 members 
Mstep: Class 11 contains 46401 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 30288 members 
Mstep: Class 15 contains 4696 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62770 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35797 members 
Mstep: Class 22 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 89Q: 19 clusters Score -7.020392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233711 members 
Mstep: Class 2 contains 3544 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81443 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 11 contains 46403 members 
Mstep: Class 12 contains 15118 members 
Mstep: Class 13 contains 30289 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62771 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 90Q: 19 clusters Score -7.020392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233714 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34732 members 
Mstep: Class 6 contains 81428 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45648 members 
Mstep: Class 9 contains 21309 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62773 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203936.000000 Penalty: 39277.449219
Iteration 91Q: 19 clusters Score -7.020394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233716 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 6 contains 81415 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 45650 members 
Mstep: Class 9 contains 21309 members 
Mstep: Class 11 contains 46406 members 
Mstep: Class 12 contains 15133 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62774 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203968.000000 Penalty: 39277.449219
Iteration 92Q: 19 clusters Score -7.020397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233716 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81405 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21310 members 
Mstep: Class 11 contains 46409 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62774 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35807 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203952.000000 Penalty: 39277.449219
Iteration 93Q: 19 clusters Score -7.020395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233721 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81397 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21311 members 
Mstep: Class 11 contains 46411 members 
Mstep: Class 12 contains 15136 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62774 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204000.000000 Penalty: 39277.449219
Iteration 94Q: 19 clusters Score -7.0204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233723 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81387 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21313 members 
Mstep: Class 11 contains 46414 members 
Mstep: Class 12 contains 15138 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62776 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 95Q: 19 clusters Score -7.020398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233720 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81377 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21315 members 
Mstep: Class 11 contains 46421 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 30290 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62777 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 96Q: 19 clusters Score -7.020398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233711 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81369 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46426 members 
Mstep: Class 12 contains 15148 members 
Mstep: Class 13 contains 30294 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62777 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203960.000000 Penalty: 39277.449219
Iteration 97Q: 19 clusters Score -7.020396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233710 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81359 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46431 members 
Mstep: Class 12 contains 15151 members 
Mstep: Class 13 contains 30295 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62779 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203960.000000 Penalty: 39277.449219
Iteration 98Q: 19 clusters Score -7.020396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 81352 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46436 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 30295 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62780 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 99Q: 19 clusters Score -7.020392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233705 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81345 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 30296 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62782 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203976.000000 Penalty: 39277.449219
Iteration 100F: 19 clusters Score -7.020398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233707 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81338 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46440 members 
Mstep: Class 12 contains 15158 members 
Mstep: Class 13 contains 30296 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62784 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203960.000000 Penalty: 39277.449219
Iteration 101Q: 19 clusters Score -7.020396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233710 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81335 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 15158 members 
Mstep: Class 13 contains 30295 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62785 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 102Q: 19 clusters Score -7.020398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233712 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81332 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46440 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 30294 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62784 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204008.000000 Penalty: 39277.449219
Iteration 103Q: 19 clusters Score -7.020401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233713 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81329 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 30295 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62785 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203992.000000 Penalty: 39277.449219
Iteration 104Q: 19 clusters Score -7.020399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233713 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81326 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46438 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 30298 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62786 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 105Q: 19 clusters Score -7.020398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233717 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34737 members 
Mstep: Class 6 contains 81315 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46440 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 30301 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 106Q: 19 clusters Score -7.020392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233725 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 6 contains 81303 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46441 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 30303 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35804 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203936.000000 Penalty: 39277.449219
Iteration 107Q: 19 clusters Score -7.020394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233728 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81297 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46442 members 
Mstep: Class 12 contains 15160 members 
Mstep: Class 13 contains 30305 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62786 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35803 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 108Q: 19 clusters Score -7.020392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233732 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81288 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 11 contains 46443 members 
Mstep: Class 12 contains 15160 members 
Mstep: Class 13 contains 30307 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35803 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203928.000000 Penalty: 39277.449219
Iteration 109Q: 19 clusters Score -7.020393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81280 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46445 members 
Mstep: Class 12 contains 15160 members 
Mstep: Class 13 contains 30312 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62786 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203960.000000 Penalty: 39277.449219
Iteration 110Q: 19 clusters Score -7.020396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233737 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81273 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46446 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62786 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 111Q: 19 clusters Score -7.020398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233739 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81265 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46449 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 30315 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203912.000000 Penalty: 39277.449219
Iteration 112Q: 19 clusters Score -7.020391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81257 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46452 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 30316 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203904.000000 Penalty: 39277.449219
Iteration 113Q: 19 clusters Score -7.02039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233751 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 6 contains 81251 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46453 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 30315 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35800 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203928.000000 Penalty: 39277.449219
Iteration 114Q: 19 clusters Score -7.020393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233752 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 6 contains 81248 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46455 members 
Mstep: Class 12 contains 15162 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 115Q: 19 clusters Score -7.020392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233749 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 6 contains 81245 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46459 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 30312 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62786 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203952.000000 Penalty: 39277.449219
Iteration 116Q: 19 clusters Score -7.020395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233745 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81240 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46464 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 30312 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203968.000000 Penalty: 39277.449219
Iteration 117Q: 19 clusters Score -7.020397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233738 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34740 members 
Mstep: Class 6 contains 81235 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46473 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 30311 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62789 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203984.000000 Penalty: 39277.449219
Iteration 118Q: 19 clusters Score -7.020398e+07 nChanged 17
Entering ConstructFrom: 
Score: -70203984.000000 Penalty: 39277.449219
Entering ConstructFrom: 
Trying to split cluster 1 (233733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233733 members 
Entering Unmasked Estep 
Score: -24517722.000000 Penalty: 2008.814331
	Iteration 0F: 2 clusters Score -2.451772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -24371086.000000 Penalty: 4017.628662
	Iteration 0F: 3 clusters Score -2.437109e+07 nChanged 113517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -24438388.000000 Penalty: 4017.628662
	Iteration 1F: 3 clusters Score -2.443839e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -24439834.000000 Penalty: 4017.628662
	Iteration 2Q: 3 clusters Score -2.443983e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -24441444.000000 Penalty: 4017.628662
	Iteration 3Q: 3 clusters Score -2.444144e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -24444040.000000 Penalty: 4017.628662
	Iteration 4Q: 3 clusters Score -2.444404e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
Score: -24448422.000000 Penalty: 4017.628662
	Iteration 5Q: 3 clusters Score -2.444842e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -24455720.000000 Penalty: 4017.628662
	Iteration 6F: 3 clusters Score -2.445572e+07 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 160033 members 
Entering Unmasked Estep 
Score: -24466460.000000 Penalty: 4017.628662
	Iteration 7F: 3 clusters Score -2.446646e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -24479272.000000 Penalty: 4017.628662
	Iteration 8F: 3 clusters Score -2.447927e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 183279 members 
Entering Unmasked Estep 
Score: -24490120.000000 Penalty: 4017.628662
	Iteration 9F: 3 clusters Score -2.449012e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 190690 members 
Entering Unmasked Estep 
Score: -24496930.000000 Penalty: 4017.628662
	Iteration 10Q: 3 clusters Score -2.449693e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 196555 members 
Entering Unmasked Estep 
Score: -24500888.000000 Penalty: 4017.628662
	Iteration 11Q: 3 clusters Score -2.450089e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 201540 members 
Entering Unmasked Estep 
Score: -24503100.000000 Penalty: 4017.628662
	Iteration 12Q: 3 clusters Score -2.45031e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 205933 members 
Entering Unmasked Estep 
Score: -24504876.000000 Penalty: 4017.628662
	Iteration 13Q: 3 clusters Score -2.450488e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 209983 members 
Entering Unmasked Estep 
Score: -24506492.000000 Penalty: 4017.628662
	Iteration 14Q: 3 clusters Score -2.450649e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 213622 members 
Entering Unmasked Estep 
Score: -24507724.000000 Penalty: 4017.628662
	Iteration 15Q: 3 clusters Score -2.450772e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 216896 members 
Entering Unmasked Estep 
Score: -24508854.000000 Penalty: 4017.628662
	Iteration 16Q: 3 clusters Score -2.450885e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 219798 members 
Entering Unmasked Estep 
Score: -24509970.000000 Penalty: 4017.628662
	Iteration 17Q: 3 clusters Score -2.450997e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 222359 members 
Entering Unmasked Estep 
Score: -24510836.000000 Penalty: 4017.628662
	Iteration 18Q: 3 clusters Score -2.451084e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 224599 members 
Entering Unmasked Estep 
Score: -24511800.000000 Penalty: 4017.628662
	Iteration 19Q: 3 clusters Score -2.45118e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 226511 members 
Entering Unmasked Estep 
Score: -24512540.000000 Penalty: 4017.628662
	Iteration 20F: 3 clusters Score -2.451254e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 228031 members 
Entering Unmasked Estep 
Score: -24513162.000000 Penalty: 4017.628662
	Iteration 21Q: 3 clusters Score -2.451316e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 229342 members 
Entering Unmasked Estep 
Score: -24513636.000000 Penalty: 4017.628662
	Iteration 22Q: 3 clusters Score -2.451364e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 230399 members 
Entering Unmasked Estep 
Score: -24514238.000000 Penalty: 4017.628662
	Iteration 23Q: 3 clusters Score -2.451424e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 231174 members 
Entering Unmasked Estep 
Score: -24514664.000000 Penalty: 4017.628662
	Iteration 24Q: 3 clusters Score -2.451466e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 231781 members 
Entering Unmasked Estep 
Score: -24514944.000000 Penalty: 4017.628662
	Iteration 25Q: 3 clusters Score -2.451494e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 232224 members 
Entering Unmasked Estep 
Score: -24515118.000000 Penalty: 4017.628662
	Iteration 26Q: 3 clusters Score -2.451512e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -24515402.000000 Penalty: 4017.628662
	Iteration 27Q: 3 clusters Score -2.45154e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 232742 members 
Entering Unmasked Estep 
Score: -24515458.000000 Penalty: 4017.628662
	Iteration 28Q: 3 clusters Score -2.451546e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 232895 members 
Entering Unmasked Estep 
Score: -24515574.000000 Penalty: 4017.628662
	Iteration 29Q: 3 clusters Score -2.451557e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 233005 members 
Entering Unmasked Estep 
Score: -24515658.000000 Penalty: 4017.628662
	Iteration 30Q: 3 clusters Score -2.451566e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 233087 members 
Entering Unmasked Estep 
Score: -24515754.000000 Penalty: 4017.628662
	Iteration 31Q: 3 clusters Score -2.451575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 233147 members 
Entering Unmasked Estep 
Score: -24515804.000000 Penalty: 4017.628662
	Iteration 32Q: 3 clusters Score -2.45158e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -24515854.000000 Penalty: 4017.628662
	Iteration 33Q: 3 clusters Score -2.451585e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 233221 members 
Entering Unmasked Estep 
Score: -24515896.000000 Penalty: 4017.628662
	Iteration 34Q: 3 clusters Score -2.45159e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 233248 members 
Entering Unmasked Estep 
Score: -24515890.000000 Penalty: 4017.628662
	Iteration 35Q: 3 clusters Score -2.451589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 233263 members 
Entering Unmasked Estep 
Score: -24515906.000000 Penalty: 4017.628662
	Iteration 36Q: 3 clusters Score -2.451591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 233273 members 
Entering Unmasked Estep 
Score: -24515910.000000 Penalty: 4017.628662
	Iteration 37Q: 3 clusters Score -2.451591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 233283 members 
Entering Unmasked Estep 
Score: -24515912.000000 Penalty: 4017.628662
	Iteration 38Q: 3 clusters Score -2.451591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 233296 members 
Entering Unmasked Estep 
Score: -24515922.000000 Penalty: 4017.628662
	Iteration 39Q: 3 clusters Score -2.451592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233305 members 
Entering Unmasked Estep 
Score: -24515938.000000 Penalty: 4017.628662
	Iteration 40F: 3 clusters Score -2.451594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 233317 members 
Entering Unmasked Estep 
Score: -24515948.000000 Penalty: 4017.628662
	Iteration 41Q: 3 clusters Score -2.451595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 233325 members 
Entering Unmasked Estep 
Score: -24515952.000000 Penalty: 4017.628662
	Iteration 42Q: 3 clusters Score -2.451595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 233330 members 
Entering Unmasked Estep 
Score: -24515962.000000 Penalty: 4017.628662
	Iteration 43Q: 3 clusters Score -2.451596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 233336 members 
Entering Unmasked Estep 
Score: -24515960.000000 Penalty: 4017.628662
	Iteration 44Q: 3 clusters Score -2.451596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 233342 members 
Entering Unmasked Estep 
Score: -24515978.000000 Penalty: 4017.628662
	Iteration 45Q: 3 clusters Score -2.451598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233348 members 
Entering Unmasked Estep 
Score: -24515984.000000 Penalty: 4017.628662
	Iteration 46Q: 3 clusters Score -2.451598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233352 members 
Entering Unmasked Estep 
Score: -24515984.000000 Penalty: 4017.628662
	Iteration 47Q: 3 clusters Score -2.451598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 233356 members 
Entering Unmasked Estep 
Score: -24515982.000000 Penalty: 4017.628662
	Iteration 48Q: 3 clusters Score -2.451598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 233358 members 
Entering Unmasked Estep 
Score: -24515990.000000 Penalty: 4017.628662
	Iteration 49Q: 3 clusters Score -2.451599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 233359 members 
Entering Unmasked Estep 
Score: -24516000.000000 Penalty: 4017.628662
	Iteration 50Q: 3 clusters Score -2.4516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233360 members 
Entering Unmasked Estep 
Score: -24515990.000000 Penalty: 4017.628662
	Iteration 51Q: 3 clusters Score -2.451599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 233359 members 
Entering Unmasked Estep 
Score: -24515990.000000 Penalty: 4017.628662
	Iteration 52Q: 3 clusters Score -2.451599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233360 members 
Entering Unmasked Estep 
Score: -24515988.000000 Penalty: 4017.628662
	Iteration 53Q: 3 clusters Score -2.451599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233360 members 
Entering Unmasked Estep 
Score: -24515988.000000 Penalty: 4017.628662
	Iteration 54F: 3 clusters Score -2.451599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -370322.125000 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -370322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367180.906250 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -367180.9 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -367985.250000 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -367985.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368159.281250 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -368159.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368282.437500 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -368282.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -368382.187500 Penalty: 2656.045410
	Iteration 4Q: 3 clusters Score -368382.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -368463.281250 Penalty: 2656.045410
	Iteration 5Q: 3 clusters Score -368463.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -368532.218750 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -368532.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -368603.437500 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -368603.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -368669.500000 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -368669.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -368738.843750 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -368738.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -368802.625000 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -368802.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -368856.937500 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -368856.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -368901.718750 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -368901.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -368947.125000 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -368947.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -368990.812500 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -368990.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -369026.531250 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -369026.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -369055.500000 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -369055.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -369083.406250 Penalty: 2656.045410
	Iteration 17Q: 3 clusters Score -369083.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -369107.281250 Penalty: 2656.045410
	Iteration 18Q: 3 clusters Score -369107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -369122.031250 Penalty: 2656.045410
	Iteration 19Q: 3 clusters Score -369122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -369133.875000 Penalty: 2656.045410
	Iteration 20F: 3 clusters Score -369133.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -369147.906250 Penalty: 2656.045410
	Iteration 21Q: 3 clusters Score -369147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -369161.312500 Penalty: 2656.045410
	Iteration 22Q: 3 clusters Score -369161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -369174.218750 Penalty: 2656.045410
	Iteration 23Q: 3 clusters Score -369174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -369183.937500 Penalty: 2656.045410
	Iteration 24Q: 3 clusters Score -369183.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -369192.187500 Penalty: 2656.045410
	Iteration 25Q: 3 clusters Score -369192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -369204.281250 Penalty: 2656.045410
	Iteration 26Q: 3 clusters Score -369204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -369211.812500 Penalty: 2656.045410
	Iteration 27Q: 3 clusters Score -369211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -369221.375000 Penalty: 2656.045410
	Iteration 28Q: 3 clusters Score -369221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -369229.593750 Penalty: 2656.045410
	Iteration 29Q: 3 clusters Score -369229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -369236.437500 Penalty: 2656.045410
	Iteration 30Q: 3 clusters Score -369236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -369242.531250 Penalty: 2656.045410
	Iteration 31Q: 3 clusters Score -369242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -369246.312500 Penalty: 2656.045410
	Iteration 32Q: 3 clusters Score -369246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -369249.062500 Penalty: 2656.045410
	Iteration 33Q: 3 clusters Score -369249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -369249.375000 Penalty: 2656.045410
	Iteration 34Q: 3 clusters Score -369249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -369251.187500 Penalty: 2656.045410
	Iteration 35Q: 3 clusters Score -369251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -369251.750000 Penalty: 2656.045410
	Iteration 36Q: 3 clusters Score -369251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -369252.687500 Penalty: 2656.045410
	Iteration 37Q: 3 clusters Score -369252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -369253.968750 Penalty: 2656.045410
	Iteration 38Q: 3 clusters Score -369254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -369253.968750 Penalty: 2656.045410
	Iteration 39F: 3 clusters Score -369254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -24539.837891 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -24539.84 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 144 members 
Entering Unmasked Estep 
Score: -23731.841797 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -23731.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23883.535156 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -23883.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23938.035156 Penalty: 1869.586060
	Iteration 2Q: 3 clusters Score -23938.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23977.949219 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -23977.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24007.111328 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -24007.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24021.027344 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -24021.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24027.794922 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -24027.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24035.812500 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -24035.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24046.074219 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -24046.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24059.396484 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -24059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24065.853516 Penalty: 1869.586060
	Iteration 10Q: 3 clusters Score -24065.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24068.220703 Penalty: 1869.586060
	Iteration 11Q: 3 clusters Score -24068.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24069.021484 Penalty: 1869.586060
	Iteration 12Q: 3 clusters Score -24069.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24069.021484 Penalty: 1869.586060
	Iteration 13F: 3 clusters Score -24069.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Entering Unmasked Estep 
Score: -3711544.500000 Penalty: 1699.042725
	Iteration 0F: 2 clusters Score -3711544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3688329.750000 Penalty: 3398.085449
	Iteration 0F: 3 clusters Score -3688330 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3697559.500000 Penalty: 3398.085449
	Iteration 1F: 3 clusters Score -3697560 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3698262.250000 Penalty: 3398.085449
	Iteration 2Q: 3 clusters Score -3698262 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3699141.500000 Penalty: 3398.085449
	Iteration 3F: 3 clusters Score -3699142 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3700503.500000 Penalty: 3398.085449
	Iteration 4F: 3 clusters Score -3700504 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3702465.250000 Penalty: 3398.085449
	Iteration 5F: 3 clusters Score -3702465 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3704757.750000 Penalty: 3398.085449
	Iteration 6F: 3 clusters Score -3704758 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3706803.250000 Penalty: 3398.085449
	Iteration 7F: 3 clusters Score -3706803 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3707898.750000 Penalty: 3398.085449
	Iteration 8Q: 3 clusters Score -3707899 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3708354.250000 Penalty: 3398.085449
	Iteration 9Q: 3 clusters Score -3708354 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3708560.250000 Penalty: 3398.085449
	Iteration 10Q: 3 clusters Score -3708560 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3708687.500000 Penalty: 3398.085449
	Iteration 11Q: 3 clusters Score -3708688 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3708817.250000 Penalty: 3398.085449
	Iteration 12Q: 3 clusters Score -3708817 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3708912.750000 Penalty: 3398.085449
	Iteration 13Q: 3 clusters Score -3708913 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3709006.500000 Penalty: 3398.085449
	Iteration 14Q: 3 clusters Score -3709006 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3709070.750000 Penalty: 3398.085449
	Iteration 15Q: 3 clusters Score -3709071 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3709133.750000 Penalty: 3398.085449
	Iteration 16Q: 3 clusters Score -3709134 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3709177.750000 Penalty: 3398.085449
	Iteration 17Q: 3 clusters Score -3709178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3709201.750000 Penalty: 3398.085449
	Iteration 18Q: 3 clusters Score -3709202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3709228.500000 Penalty: 3398.085449
	Iteration 19Q: 3 clusters Score -3709228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3709268.750000 Penalty: 3398.085449
	Iteration 20F: 3 clusters Score -3709269 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3709309.000000 Penalty: 3398.085449
	Iteration 21Q: 3 clusters Score -3709309 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3709321.250000 Penalty: 3398.085449
	Iteration 22Q: 3 clusters Score -3709321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3709362.000000 Penalty: 3398.085449
	Iteration 23Q: 3 clusters Score -3709362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3709401.250000 Penalty: 3398.085449
	Iteration 24Q: 3 clusters Score -3709401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3709450.500000 Penalty: 3398.085449
	Iteration 25Q: 3 clusters Score -3709450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3709486.250000 Penalty: 3398.085449
	Iteration 26Q: 3 clusters Score -3709486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3709551.250000 Penalty: 3398.085449
	Iteration 27Q: 3 clusters Score -3709551 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3709582.750000 Penalty: 3398.085449
	Iteration 28Q: 3 clusters Score -3709583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3709621.500000 Penalty: 3398.085449
	Iteration 29Q: 3 clusters Score -3709622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3709660.750000 Penalty: 3398.085449
	Iteration 30Q: 3 clusters Score -3709661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3709709.750000 Penalty: 3398.085449
	Iteration 31Q: 3 clusters Score -3709710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3709744.750000 Penalty: 3398.085449
	Iteration 32Q: 3 clusters Score -3709745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3709792.250000 Penalty: 3398.085449
	Iteration 33Q: 3 clusters Score -3709792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3709818.000000 Penalty: 3398.085449
	Iteration 34Q: 3 clusters Score -3709818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3709860.750000 Penalty: 3398.085449
	Iteration 35Q: 3 clusters Score -3709861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3709883.250000 Penalty: 3398.085449
	Iteration 36Q: 3 clusters Score -3709883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3709903.000000 Penalty: 3398.085449
	Iteration 37Q: 3 clusters Score -3709903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3709923.000000 Penalty: 3398.085449
	Iteration 38Q: 3 clusters Score -3709923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3709936.500000 Penalty: 3398.085449
	Iteration 39Q: 3 clusters Score -3709936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3709952.500000 Penalty: 3398.085449
	Iteration 40F: 3 clusters Score -3709952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3709970.000000 Penalty: 3398.085449
	Iteration 41Q: 3 clusters Score -3709970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3709979.000000 Penalty: 3398.085449
	Iteration 42Q: 3 clusters Score -3709979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3709994.500000 Penalty: 3398.085449
	Iteration 43Q: 3 clusters Score -3709994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3710010.000000 Penalty: 3398.085449
	Iteration 44Q: 3 clusters Score -3710010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3710017.000000 Penalty: 3398.085449
	Iteration 45Q: 3 clusters Score -3710017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3710030.000000 Penalty: 3398.085449
	Iteration 46Q: 3 clusters Score -3710030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3710041.000000 Penalty: 3398.085449
	Iteration 47Q: 3 clusters Score -3710041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3710044.250000 Penalty: 3398.085449
	Iteration 48Q: 3 clusters Score -3710044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3710052.500000 Penalty: 3398.085449
	Iteration 49Q: 3 clusters Score -3710052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3710060.000000 Penalty: 3398.085449
	Iteration 50Q: 3 clusters Score -3710060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3710070.750000 Penalty: 3398.085449
	Iteration 51Q: 3 clusters Score -3710071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3710081.250000 Penalty: 3398.085449
	Iteration 52Q: 3 clusters Score -3710081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3710085.000000 Penalty: 3398.085449
	Iteration 53Q: 3 clusters Score -3710085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3710094.250000 Penalty: 3398.085449
	Iteration 54Q: 3 clusters Score -3710094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3710099.750000 Penalty: 3398.085449
	Iteration 55Q: 3 clusters Score -3710100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3710106.250000 Penalty: 3398.085449
	Iteration 56Q: 3 clusters Score -3710106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3710105.000000 Penalty: 3398.085449
	Iteration 57Q: 3 clusters Score -3710105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3710112.000000 Penalty: 3398.085449
	Iteration 58Q: 3 clusters Score -3710112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3710114.500000 Penalty: 3398.085449
	Iteration 59Q: 3 clusters Score -3710114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3710119.250000 Penalty: 3398.085449
	Iteration 60F: 3 clusters Score -3710119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3710125.750000 Penalty: 3398.085449
	Iteration 61Q: 3 clusters Score -3710126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3710127.250000 Penalty: 3398.085449
	Iteration 62Q: 3 clusters Score -3710127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3710138.000000 Penalty: 3398.085449
	Iteration 63Q: 3 clusters Score -3710138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3710136.750000 Penalty: 3398.085449
	Iteration 64Q: 3 clusters Score -3710137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3710137.250000 Penalty: 3398.085449
	Iteration 65Q: 3 clusters Score -3710137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3710140.000000 Penalty: 3398.085449
	Iteration 66Q: 3 clusters Score -3710140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3710141.500000 Penalty: 3398.085449
	Iteration 67Q: 3 clusters Score -3710142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3710146.000000 Penalty: 3398.085449
	Iteration 68Q: 3 clusters Score -3710146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3710142.250000 Penalty: 3398.085449
	Iteration 69Q: 3 clusters Score -3710142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3710149.750000 Penalty: 3398.085449
	Iteration 70Q: 3 clusters Score -3710150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3710157.000000 Penalty: 3398.085449
	Iteration 71Q: 3 clusters Score -3710157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3710151.750000 Penalty: 3398.085449
	Iteration 72Q: 3 clusters Score -3710152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3710155.750000 Penalty: 3398.085449
	Iteration 73Q: 3 clusters Score -3710156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3710160.000000 Penalty: 3398.085449
	Iteration 74Q: 3 clusters Score -3710160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3710157.250000 Penalty: 3398.085449
	Iteration 75Q: 3 clusters Score -3710157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3710158.500000 Penalty: 3398.085449
	Iteration 76Q: 3 clusters Score -3710158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3710156.000000 Penalty: 3398.085449
	Iteration 77Q: 3 clusters Score -3710156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3710158.000000 Penalty: 3398.085449
	Iteration 78Q: 3 clusters Score -3710158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3710158.000000 Penalty: 3398.085449
	Iteration 79Q: 3 clusters Score -3710158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3710157.750000 Penalty: 3398.085449
	Iteration 80F: 3 clusters Score -3710158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Entering Unmasked Estep 
Score: -8599166.000000 Penalty: 1837.069092
	Iteration 0F: 2 clusters Score -8599166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -8545171.000000 Penalty: 3674.138184
	Iteration 0F: 3 clusters Score -8545171 nChanged 38554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -8567706.000000 Penalty: 3674.138184
	Iteration 1F: 3 clusters Score -8567706 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -8568788.000000 Penalty: 3674.138184
	Iteration 2Q: 3 clusters Score -8568788 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -8570209.000000 Penalty: 3674.138184
	Iteration 3Q: 3 clusters Score -8570209 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -8572372.000000 Penalty: 3674.138184
	Iteration 4F: 3 clusters Score -8572372 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -8575472.000000 Penalty: 3674.138184
	Iteration 5F: 3 clusters Score -8575472 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -8579709.000000 Penalty: 3674.138184
	Iteration 6F: 3 clusters Score -8579709 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8584632.000000 Penalty: 3674.138184
	Iteration 7F: 3 clusters Score -8584632 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -8588411.000000 Penalty: 3674.138184
	Iteration 8F: 3 clusters Score -8588411 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -8590608.000000 Penalty: 3674.138184
	Iteration 9Q: 3 clusters Score -8590608 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -8591648.000000 Penalty: 3674.138184
	Iteration 10Q: 3 clusters Score -8591648 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -8592047.000000 Penalty: 3674.138184
	Iteration 11Q: 3 clusters Score -8592047 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -8592274.000000 Penalty: 3674.138184
	Iteration 12Q: 3 clusters Score -8592274 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -8592398.000000 Penalty: 3674.138184
	Iteration 13Q: 3 clusters Score -8592398 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -8592518.000000 Penalty: 3674.138184
	Iteration 14Q: 3 clusters Score -8592518 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -8592642.000000 Penalty: 3674.138184
	Iteration 15Q: 3 clusters Score -8592642 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -8592685.000000 Penalty: 3674.138184
	Iteration 16Q: 3 clusters Score -8592685 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -8592736.000000 Penalty: 3674.138184
	Iteration 17Q: 3 clusters Score -8592736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -8592775.000000 Penalty: 3674.138184
	Iteration 18Q: 3 clusters Score -8592775 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -8592776.000000 Penalty: 3674.138184
	Iteration 19Q: 3 clusters Score -8592776 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -8592845.000000 Penalty: 3674.138184
	Iteration 20F: 3 clusters Score -8592845 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -8592871.000000 Penalty: 3674.138184
	Iteration 21Q: 3 clusters Score -8592871 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -8592920.000000 Penalty: 3674.138184
	Iteration 22Q: 3 clusters Score -8592920 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -8592947.000000 Penalty: 3674.138184
	Iteration 23Q: 3 clusters Score -8592947 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -8593001.000000 Penalty: 3674.138184
	Iteration 24Q: 3 clusters Score -8593001 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -8593087.000000 Penalty: 3674.138184
	Iteration 25Q: 3 clusters Score -8593087 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -8593124.000000 Penalty: 3674.138184
	Iteration 26Q: 3 clusters Score -8593124 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -8593197.000000 Penalty: 3674.138184
	Iteration 27Q: 3 clusters Score -8593197 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -8593266.000000 Penalty: 3674.138184
	Iteration 28Q: 3 clusters Score -8593266 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -8593314.000000 Penalty: 3674.138184
	Iteration 29Q: 3 clusters Score -8593314 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -8593382.000000 Penalty: 3674.138184
	Iteration 30Q: 3 clusters Score -8593382 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8593500.000000 Penalty: 3674.138184
	Iteration 31Q: 3 clusters Score -8593500 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -8593568.000000 Penalty: 3674.138184
	Iteration 32Q: 3 clusters Score -8593568 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -8593717.000000 Penalty: 3674.138184
	Iteration 33Q: 3 clusters Score -8593717 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8593896.000000 Penalty: 3674.138184
	Iteration 34Q: 3 clusters Score -8593896 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8594104.000000 Penalty: 3674.138184
	Iteration 35Q: 3 clusters Score -8594104 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -8594300.000000 Penalty: 3674.138184
	Iteration 36Q: 3 clusters Score -8594300 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -8594539.000000 Penalty: 3674.138184
	Iteration 37Q: 3 clusters Score -8594539 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8594820.000000 Penalty: 3674.138184
	Iteration 38Q: 3 clusters Score -8594820 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -8595029.000000 Penalty: 3674.138184
	Iteration 39Q: 3 clusters Score -8595029 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8595284.000000 Penalty: 3674.138184
	Iteration 40F: 3 clusters Score -8595284 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8595546.000000 Penalty: 3674.138184
	Iteration 41Q: 3 clusters Score -8595546 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8595783.000000 Penalty: 3674.138184
	Iteration 42Q: 3 clusters Score -8595783 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8595999.000000 Penalty: 3674.138184
	Iteration 43Q: 3 clusters Score -8595999 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8596258.000000 Penalty: 3674.138184
	Iteration 44Q: 3 clusters Score -8596258 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8596479.000000 Penalty: 3674.138184
	Iteration 45Q: 3 clusters Score -8596479 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8596712.000000 Penalty: 3674.138184
	Iteration 46Q: 3 clusters Score -8596712 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8596894.000000 Penalty: 3674.138184
	Iteration 47Q: 3 clusters Score -8596894 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8597014.000000 Penalty: 3674.138184
	Iteration 48Q: 3 clusters Score -8597014 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8597132.000000 Penalty: 3674.138184
	Iteration 49Q: 3 clusters Score -8597132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8597208.000000 Penalty: 3674.138184
	Iteration 50Q: 3 clusters Score -8597208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8597280.000000 Penalty: 3674.138184
	Iteration 51Q: 3 clusters Score -8597280 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8597347.000000 Penalty: 3674.138184
	Iteration 52Q: 3 clusters Score -8597347 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8597407.000000 Penalty: 3674.138184
	Iteration 53Q: 3 clusters Score -8597407 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8597470.000000 Penalty: 3674.138184
	Iteration 54Q: 3 clusters Score -8597470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8597494.000000 Penalty: 3674.138184
	Iteration 55Q: 3 clusters Score -8597494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8597522.000000 Penalty: 3674.138184
	Iteration 56Q: 3 clusters Score -8597522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8597550.000000 Penalty: 3674.138184
	Iteration 57Q: 3 clusters Score -8597550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8597583.000000 Penalty: 3674.138184
	Iteration 58Q: 3 clusters Score -8597583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8597611.000000 Penalty: 3674.138184
	Iteration 59Q: 3 clusters Score -8597611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8597628.000000 Penalty: 3674.138184
	Iteration 60F: 3 clusters Score -8597628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8597639.000000 Penalty: 3674.138184
	Iteration 61Q: 3 clusters Score -8597639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8597651.000000 Penalty: 3674.138184
	Iteration 62Q: 3 clusters Score -8597651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8597672.000000 Penalty: 3674.138184
	Iteration 63Q: 3 clusters Score -8597672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8597681.000000 Penalty: 3674.138184
	Iteration 64Q: 3 clusters Score -8597681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8597691.000000 Penalty: 3674.138184
	Iteration 65Q: 3 clusters Score -8597691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8597700.000000 Penalty: 3674.138184
	Iteration 66Q: 3 clusters Score -8597700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8597693.000000 Penalty: 3674.138184
	Iteration 67Q: 3 clusters Score -8597693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8597696.000000 Penalty: 3674.138184
	Iteration 68Q: 3 clusters Score -8597696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8597705.000000 Penalty: 3674.138184
	Iteration 69Q: 3 clusters Score -8597705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8597702.000000 Penalty: 3674.138184
	Iteration 70Q: 3 clusters Score -8597702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8597711.000000 Penalty: 3674.138184
	Iteration 71Q: 3 clusters Score -8597711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8597720.000000 Penalty: 3674.138184
	Iteration 72Q: 3 clusters Score -8597720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8597715.000000 Penalty: 3674.138184
	Iteration 73Q: 3 clusters Score -8597715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8597710.000000 Penalty: 3674.138184
	Iteration 74Q: 3 clusters Score -8597710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8597712.000000 Penalty: 3674.138184
	Iteration 75Q: 3 clusters Score -8597712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8597715.000000 Penalty: 3674.138184
	Iteration 76Q: 3 clusters Score -8597715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8597717.000000 Penalty: 3674.138184
	Iteration 77Q: 3 clusters Score -8597717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8597725.000000 Penalty: 3674.138184
	Iteration 78Q: 3 clusters Score -8597725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8597724.000000 Penalty: 3674.138184
	Iteration 79Q: 3 clusters Score -8597724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8597733.000000 Penalty: 3674.138184
	Iteration 80F: 3 clusters Score -8597733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8597739.000000 Penalty: 3674.138184
	Iteration 81Q: 3 clusters Score -8597739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8597739.000000 Penalty: 3674.138184
	Iteration 82Q: 3 clusters Score -8597739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8597740.000000 Penalty: 3674.138184
	Iteration 83Q: 3 clusters Score -8597740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8597740.000000 Penalty: 3674.138184
	Iteration 84Q: 3 clusters Score -8597740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80422 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8597744.000000 Penalty: 3674.138184
	Iteration 85Q: 3 clusters Score -8597744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8597746.000000 Penalty: 3674.138184
	Iteration 86Q: 3 clusters Score -8597746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8597747.000000 Penalty: 3674.138184
	Iteration 87Q: 3 clusters Score -8597747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8597751.000000 Penalty: 3674.138184
	Iteration 88Q: 3 clusters Score -8597751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8597753.000000 Penalty: 3674.138184
	Iteration 89Q: 3 clusters Score -8597753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8597750.000000 Penalty: 3674.138184
	Iteration 90Q: 3 clusters Score -8597750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8597759.000000 Penalty: 3674.138184
	Iteration 91Q: 3 clusters Score -8597759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8597763.000000 Penalty: 3674.138184
	Iteration 92Q: 3 clusters Score -8597763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8597765.000000 Penalty: 3674.138184
	Iteration 93Q: 3 clusters Score -8597765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8597762.000000 Penalty: 3674.138184
	Iteration 94Q: 3 clusters Score -8597762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8597767.000000 Penalty: 3674.138184
	Iteration 95Q: 3 clusters Score -8597767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8597762.000000 Penalty: 3674.138184
	Iteration 96Q: 3 clusters Score -8597762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8597769.000000 Penalty: 3674.138184
	Iteration 97Q: 3 clusters Score -8597769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8597772.000000 Penalty: 3674.138184
	Iteration 98Q: 3 clusters Score -8597772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8597771.000000 Penalty: 3674.138184
	Iteration 99Q: 3 clusters Score -8597771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8597774.000000 Penalty: 3674.138184
	Iteration 100F: 3 clusters Score -8597774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -792992.625000 Penalty: 1456.075928
	Iteration 0F: 2 clusters Score -792992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -787276.250000 Penalty: 2912.151855
	Iteration 0F: 3 clusters Score -787276.2 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -789095.500000 Penalty: 2912.151855
	Iteration 1F: 3 clusters Score -789095.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -789393.812500 Penalty: 2912.151855
	Iteration 2F: 3 clusters Score -789393.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -789677.937500 Penalty: 2912.151855
	Iteration 3F: 3 clusters Score -789677.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -789975.062500 Penalty: 2912.151855
	Iteration 4F: 3 clusters Score -789975.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -790256.062500 Penalty: 2912.151855
	Iteration 5F: 3 clusters Score -790256.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -790491.375000 Penalty: 2912.151855
	Iteration 6Q: 3 clusters Score -790491.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -790711.000000 Penalty: 2912.151855
	Iteration 7Q: 3 clusters Score -790711 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -790935.437500 Penalty: 2912.151855
	Iteration 8Q: 3 clusters Score -790935.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -791148.062500 Penalty: 2912.151855
	Iteration 9Q: 3 clusters Score -791148.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -791336.625000 Penalty: 2912.151855
	Iteration 10Q: 3 clusters Score -791336.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -791493.187500 Penalty: 2912.151855
	Iteration 11Q: 3 clusters Score -791493.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -791592.625000 Penalty: 2912.151855
	Iteration 12Q: 3 clusters Score -791592.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -791649.937500 Penalty: 2912.151855
	Iteration 13Q: 3 clusters Score -791649.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -791687.312500 Penalty: 2912.151855
	Iteration 14Q: 3 clusters Score -791687.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -791711.875000 Penalty: 2912.151855
	Iteration 15Q: 3 clusters Score -791711.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -791729.312500 Penalty: 2912.151855
	Iteration 16Q: 3 clusters Score -791729.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -791742.250000 Penalty: 2912.151855
	Iteration 17Q: 3 clusters Score -791742.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -791758.500000 Penalty: 2912.151855
	Iteration 18Q: 3 clusters Score -791758.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -791771.312500 Penalty: 2912.151855
	Iteration 19Q: 3 clusters Score -791771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -791778.937500 Penalty: 2912.151855
	Iteration 20F: 3 clusters Score -791778.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -791786.000000 Penalty: 2912.151855
	Iteration 21Q: 3 clusters Score -791786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -791788.187500 Penalty: 2912.151855
	Iteration 22Q: 3 clusters Score -791788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -791792.000000 Penalty: 2912.151855
	Iteration 23Q: 3 clusters Score -791792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -791792.937500 Penalty: 2912.151855
	Iteration 24Q: 3 clusters Score -791792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -791796.812500 Penalty: 2912.151855
	Iteration 25Q: 3 clusters Score -791796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -791796.812500 Penalty: 2912.151855
	Iteration 26Q: 3 clusters Score -791796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -791798.625000 Penalty: 2912.151855
	Iteration 27Q: 3 clusters Score -791798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -791799.937500 Penalty: 2912.151855
	Iteration 28Q: 3 clusters Score -791799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -791799.375000 Penalty: 2912.151855
	Iteration 29Q: 3 clusters Score -791799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -791799.312500 Penalty: 2912.151855
	Iteration 30Q: 3 clusters Score -791799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -791800.187500 Penalty: 2912.151855
	Iteration 31Q: 3 clusters Score -791800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -791799.625000 Penalty: 2912.151855
	Iteration 32Q: 3 clusters Score -791799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -791801.187500 Penalty: 2912.151855
	Iteration 33Q: 3 clusters Score -791801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -791803.312500 Penalty: 2912.151855
	Iteration 34Q: 3 clusters Score -791803.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -791803.312500 Penalty: 2912.151855
	Iteration 35F: 3 clusters Score -791803.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Entering Unmasked Estep 
Score: -4856562.500000 Penalty: 1743.437622
	Iteration 0F: 2 clusters Score -4856562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4825928.000000 Penalty: 3486.875244
	Iteration 0F: 3 clusters Score -4825928 nChanged 21496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -4838138.500000 Penalty: 3486.875244
	Iteration 1F: 3 clusters Score -4838138 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4838805.000000 Penalty: 3486.875244
	Iteration 2Q: 3 clusters Score -4838805 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -4839688.500000 Penalty: 3486.875244
	Iteration 3Q: 3 clusters Score -4839688 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4840877.500000 Penalty: 3486.875244
	Iteration 4F: 3 clusters Score -4840878 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4842443.500000 Penalty: 3486.875244
	Iteration 5F: 3 clusters Score -4842444 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4844407.000000 Penalty: 3486.875244
	Iteration 6F: 3 clusters Score -4844407 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4846510.000000 Penalty: 3486.875244
	Iteration 7F: 3 clusters Score -4846510 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4848442.500000 Penalty: 3486.875244
	Iteration 8F: 3 clusters Score -4848442 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4849971.000000 Penalty: 3486.875244
	Iteration 9Q: 3 clusters Score -4849971 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4851100.500000 Penalty: 3486.875244
	Iteration 10Q: 3 clusters Score -4851100 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4851969.500000 Penalty: 3486.875244
	Iteration 11Q: 3 clusters Score -4851970 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4852635.500000 Penalty: 3486.875244
	Iteration 12Q: 3 clusters Score -4852636 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4853217.000000 Penalty: 3486.875244
	Iteration 13Q: 3 clusters Score -4853217 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -4853594.000000 Penalty: 3486.875244
	Iteration 14Q: 3 clusters Score -4853594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -4853945.000000 Penalty: 3486.875244
	Iteration 15Q: 3 clusters Score -4853945 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -4854253.500000 Penalty: 3486.875244
	Iteration 16Q: 3 clusters Score -4854254 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -4854474.500000 Penalty: 3486.875244
	Iteration 17Q: 3 clusters Score -4854474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -4854631.000000 Penalty: 3486.875244
	Iteration 18Q: 3 clusters Score -4854631 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -4854751.500000 Penalty: 3486.875244
	Iteration 19Q: 3 clusters Score -4854752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -4854845.000000 Penalty: 3486.875244
	Iteration 20F: 3 clusters Score -4854845 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -4854940.500000 Penalty: 3486.875244
	Iteration 21Q: 3 clusters Score -4854940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -4854993.500000 Penalty: 3486.875244
	Iteration 22Q: 3 clusters Score -4854994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -4855022.000000 Penalty: 3486.875244
	Iteration 23Q: 3 clusters Score -4855022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -4855046.500000 Penalty: 3486.875244
	Iteration 24Q: 3 clusters Score -4855046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -4855062.000000 Penalty: 3486.875244
	Iteration 25Q: 3 clusters Score -4855062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -4855081.000000 Penalty: 3486.875244
	Iteration 26Q: 3 clusters Score -4855081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -4855093.500000 Penalty: 3486.875244
	Iteration 27Q: 3 clusters Score -4855094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -4855103.000000 Penalty: 3486.875244
	Iteration 28Q: 3 clusters Score -4855103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -4855117.000000 Penalty: 3486.875244
	Iteration 29Q: 3 clusters Score -4855117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -4855120.000000 Penalty: 3486.875244
	Iteration 30Q: 3 clusters Score -4855120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -4855130.000000 Penalty: 3486.875244
	Iteration 31Q: 3 clusters Score -4855130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -4855139.000000 Penalty: 3486.875244
	Iteration 32Q: 3 clusters Score -4855139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -4855146.000000 Penalty: 3486.875244
	Iteration 33Q: 3 clusters Score -4855146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -4855160.000000 Penalty: 3486.875244
	Iteration 34Q: 3 clusters Score -4855160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -4855161.500000 Penalty: 3486.875244
	Iteration 35Q: 3 clusters Score -4855162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -4855170.000000 Penalty: 3486.875244
	Iteration 36Q: 3 clusters Score -4855170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -4855172.000000 Penalty: 3486.875244
	Iteration 37Q: 3 clusters Score -4855172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -4855171.500000 Penalty: 3486.875244
	Iteration 38Q: 3 clusters Score -4855172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -4855175.000000 Penalty: 3486.875244
	Iteration 39Q: 3 clusters Score -4855175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -4855173.000000 Penalty: 3486.875244
	Iteration 40F: 3 clusters Score -4855173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -4855170.500000 Penalty: 3486.875244
	Iteration 41Q: 3 clusters Score -4855170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -4855177.500000 Penalty: 3486.875244
	Iteration 42Q: 3 clusters Score -4855178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -4855177.500000 Penalty: 3486.875244
	Iteration 43F: 3 clusters Score -4855178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Entering Unmasked Estep 
Score: -2283396.750000 Penalty: 1619.687378
	Iteration 0F: 2 clusters Score -2283397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2268747.750000 Penalty: 3239.374756
	Iteration 0F: 3 clusters Score -2268748 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2273972.000000 Penalty: 3239.374756
	Iteration 1F: 3 clusters Score -2273972 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2274316.750000 Penalty: 3239.374756
	Iteration 2Q: 3 clusters Score -2274317 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2274682.750000 Penalty: 3239.374756
	Iteration 3Q: 3 clusters Score -2274683 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2275072.250000 Penalty: 3239.374756
	Iteration 4Q: 3 clusters Score -2275072 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2275534.000000 Penalty: 3239.374756
	Iteration 5Q: 3 clusters Score -2275534 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2276136.000000 Penalty: 3239.374756
	Iteration 6Q: 3 clusters Score -2276136 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2276935.250000 Penalty: 3239.374756
	Iteration 7F: 3 clusters Score -2276935 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2277906.500000 Penalty: 3239.374756
	Iteration 8F: 3 clusters Score -2277906 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2278859.750000 Penalty: 3239.374756
	Iteration 9F: 3 clusters Score -2278860 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2279461.250000 Penalty: 3239.374756
	Iteration 10F: 3 clusters Score -2279461 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2279800.750000 Penalty: 3239.374756
	Iteration 11Q: 3 clusters Score -2279801 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2279979.500000 Penalty: 3239.374756
	Iteration 12Q: 3 clusters Score -2279980 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2280083.500000 Penalty: 3239.374756
	Iteration 13Q: 3 clusters Score -2280084 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2280164.000000 Penalty: 3239.374756
	Iteration 14Q: 3 clusters Score -2280164 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2280220.750000 Penalty: 3239.374756
	Iteration 15Q: 3 clusters Score -2280221 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2280266.000000 Penalty: 3239.374756
	Iteration 16Q: 3 clusters Score -2280266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2280321.250000 Penalty: 3239.374756
	Iteration 17Q: 3 clusters Score -2280321 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2280372.500000 Penalty: 3239.374756
	Iteration 18Q: 3 clusters Score -2280372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2280417.750000 Penalty: 3239.374756
	Iteration 19Q: 3 clusters Score -2280418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2280465.750000 Penalty: 3239.374756
	Iteration 20F: 3 clusters Score -2280466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2280497.000000 Penalty: 3239.374756
	Iteration 21Q: 3 clusters Score -2280497 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2280544.500000 Penalty: 3239.374756
	Iteration 22Q: 3 clusters Score -2280544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2280577.750000 Penalty: 3239.374756
	Iteration 23Q: 3 clusters Score -2280578 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2280608.000000 Penalty: 3239.374756
	Iteration 24Q: 3 clusters Score -2280608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2280640.750000 Penalty: 3239.374756
	Iteration 25Q: 3 clusters Score -2280641 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2280670.250000 Penalty: 3239.374756
	Iteration 26Q: 3 clusters Score -2280670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2280713.750000 Penalty: 3239.374756
	Iteration 27Q: 3 clusters Score -2280714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2280750.500000 Penalty: 3239.374756
	Iteration 28Q: 3 clusters Score -2280750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2280782.500000 Penalty: 3239.374756
	Iteration 29Q: 3 clusters Score -2280782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2280826.750000 Penalty: 3239.374756
	Iteration 30Q: 3 clusters Score -2280827 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2280885.250000 Penalty: 3239.374756
	Iteration 31Q: 3 clusters Score -2280885 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2280953.000000 Penalty: 3239.374756
	Iteration 32Q: 3 clusters Score -2280953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2281015.000000 Penalty: 3239.374756
	Iteration 33Q: 3 clusters Score -2281015 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2281055.000000 Penalty: 3239.374756
	Iteration 34Q: 3 clusters Score -2281055 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2281113.750000 Penalty: 3239.374756
	Iteration 35Q: 3 clusters Score -2281114 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2281157.000000 Penalty: 3239.374756
	Iteration 36Q: 3 clusters Score -2281157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2281193.500000 Penalty: 3239.374756
	Iteration 37Q: 3 clusters Score -2281194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2281233.250000 Penalty: 3239.374756
	Iteration 38Q: 3 clusters Score -2281233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2281293.500000 Penalty: 3239.374756
	Iteration 39Q: 3 clusters Score -2281294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2281333.000000 Penalty: 3239.374756
	Iteration 40F: 3 clusters Score -2281333 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2281367.500000 Penalty: 3239.374756
	Iteration 41Q: 3 clusters Score -2281368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2281406.500000 Penalty: 3239.374756
	Iteration 42Q: 3 clusters Score -2281406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2281454.000000 Penalty: 3239.374756
	Iteration 43Q: 3 clusters Score -2281454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2281486.500000 Penalty: 3239.374756
	Iteration 44Q: 3 clusters Score -2281486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2281515.500000 Penalty: 3239.374756
	Iteration 45Q: 3 clusters Score -2281516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2281570.000000 Penalty: 3239.374756
	Iteration 46Q: 3 clusters Score -2281570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2281605.500000 Penalty: 3239.374756
	Iteration 47Q: 3 clusters Score -2281606 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2281642.000000 Penalty: 3239.374756
	Iteration 48Q: 3 clusters Score -2281642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2281680.500000 Penalty: 3239.374756
	Iteration 49Q: 3 clusters Score -2281680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2281724.750000 Penalty: 3239.374756
	Iteration 50Q: 3 clusters Score -2281725 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2281762.250000 Penalty: 3239.374756
	Iteration 51Q: 3 clusters Score -2281762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2281798.750000 Penalty: 3239.374756
	Iteration 52Q: 3 clusters Score -2281799 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2281818.250000 Penalty: 3239.374756
	Iteration 53Q: 3 clusters Score -2281818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2281840.750000 Penalty: 3239.374756
	Iteration 54Q: 3 clusters Score -2281841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2281864.750000 Penalty: 3239.374756
	Iteration 55Q: 3 clusters Score -2281865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2281876.750000 Penalty: 3239.374756
	Iteration 56Q: 3 clusters Score -2281877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2281897.500000 Penalty: 3239.374756
	Iteration 57Q: 3 clusters Score -2281898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2281919.750000 Penalty: 3239.374756
	Iteration 58Q: 3 clusters Score -2281920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2281931.750000 Penalty: 3239.374756
	Iteration 59Q: 3 clusters Score -2281932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2281948.250000 Penalty: 3239.374756
	Iteration 60F: 3 clusters Score -2281948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2281956.000000 Penalty: 3239.374756
	Iteration 61Q: 3 clusters Score -2281956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2281962.250000 Penalty: 3239.374756
	Iteration 62Q: 3 clusters Score -2281962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2281963.250000 Penalty: 3239.374756
	Iteration 63Q: 3 clusters Score -2281963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2281972.000000 Penalty: 3239.374756
	Iteration 64Q: 3 clusters Score -2281972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2281978.500000 Penalty: 3239.374756
	Iteration 65Q: 3 clusters Score -2281978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2281977.750000 Penalty: 3239.374756
	Iteration 66Q: 3 clusters Score -2281978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2281987.250000 Penalty: 3239.374756
	Iteration 67Q: 3 clusters Score -2281987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2281994.000000 Penalty: 3239.374756
	Iteration 68Q: 3 clusters Score -2281994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2281996.750000 Penalty: 3239.374756
	Iteration 69Q: 3 clusters Score -2281997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2282004.750000 Penalty: 3239.374756
	Iteration 70Q: 3 clusters Score -2282005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2282011.750000 Penalty: 3239.374756
	Iteration 71Q: 3 clusters Score -2282012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2282019.500000 Penalty: 3239.374756
	Iteration 72Q: 3 clusters Score -2282020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2282019.500000 Penalty: 3239.374756
	Iteration 73Q: 3 clusters Score -2282020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2282023.500000 Penalty: 3239.374756
	Iteration 74Q: 3 clusters Score -2282024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2282025.750000 Penalty: 3239.374756
	Iteration 75Q: 3 clusters Score -2282026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2282028.000000 Penalty: 3239.374756
	Iteration 76Q: 3 clusters Score -2282028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2282032.500000 Penalty: 3239.374756
	Iteration 77Q: 3 clusters Score -2282032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2282036.250000 Penalty: 3239.374756
	Iteration 78Q: 3 clusters Score -2282036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2282032.250000 Penalty: 3239.374756
	Iteration 79Q: 3 clusters Score -2282032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2282034.750000 Penalty: 3239.374756
	Iteration 80F: 3 clusters Score -2282035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2282040.000000 Penalty: 3239.374756
	Iteration 81Q: 3 clusters Score -2282040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2282039.250000 Penalty: 3239.374756
	Iteration 82Q: 3 clusters Score -2282039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2282041.750000 Penalty: 3239.374756
	Iteration 83Q: 3 clusters Score -2282042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2282041.000000 Penalty: 3239.374756
	Iteration 84Q: 3 clusters Score -2282041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2282043.000000 Penalty: 3239.374756
	Iteration 85Q: 3 clusters Score -2282043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2282042.000000 Penalty: 3239.374756
	Iteration 86Q: 3 clusters Score -2282042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2282045.250000 Penalty: 3239.374756
	Iteration 87Q: 3 clusters Score -2282045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2282048.000000 Penalty: 3239.374756
	Iteration 88Q: 3 clusters Score -2282048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2282048.000000 Penalty: 3239.374756
	Iteration 89F: 3 clusters Score -2282048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Entering Unmasked Estep 
Score: -4963369.000000 Penalty: 1746.347778
	Iteration 0F: 2 clusters Score -4963369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4932244.000000 Penalty: 3492.695557
	Iteration 0F: 3 clusters Score -4932244 nChanged 21689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4944426.000000 Penalty: 3492.695557
	Iteration 1F: 3 clusters Score -4944426 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4944931.500000 Penalty: 3492.695557
	Iteration 2Q: 3 clusters Score -4944932 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4945472.500000 Penalty: 3492.695557
	Iteration 3Q: 3 clusters Score -4945472 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4946109.500000 Penalty: 3492.695557
	Iteration 4Q: 3 clusters Score -4946110 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4946958.000000 Penalty: 3492.695557
	Iteration 5Q: 3 clusters Score -4946958 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -4948053.000000 Penalty: 3492.695557
	Iteration 6Q: 3 clusters Score -4948053 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4949666.500000 Penalty: 3492.695557
	Iteration 7F: 3 clusters Score -4949666 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4951769.500000 Penalty: 3492.695557
	Iteration 8F: 3 clusters Score -4951770 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4953708.500000 Penalty: 3492.695557
	Iteration 9F: 3 clusters Score -4953708 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4954788.500000 Penalty: 3492.695557
	Iteration 10F: 3 clusters Score -4954788 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4955251.500000 Penalty: 3492.695557
	Iteration 11Q: 3 clusters Score -4955252 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4955417.500000 Penalty: 3492.695557
	Iteration 12Q: 3 clusters Score -4955418 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4955543.500000 Penalty: 3492.695557
	Iteration 13Q: 3 clusters Score -4955544 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4955626.500000 Penalty: 3492.695557
	Iteration 14Q: 3 clusters Score -4955626 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4955719.000000 Penalty: 3492.695557
	Iteration 15Q: 3 clusters Score -4955719 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4955805.000000 Penalty: 3492.695557
	Iteration 16Q: 3 clusters Score -4955805 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4955870.000000 Penalty: 3492.695557
	Iteration 17Q: 3 clusters Score -4955870 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4955975.000000 Penalty: 3492.695557
	Iteration 18Q: 3 clusters Score -4955975 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4956062.500000 Penalty: 3492.695557
	Iteration 19Q: 3 clusters Score -4956062 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4956133.000000 Penalty: 3492.695557
	Iteration 20F: 3 clusters Score -4956133 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4956183.000000 Penalty: 3492.695557
	Iteration 21Q: 3 clusters Score -4956183 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4956214.000000 Penalty: 3492.695557
	Iteration 22Q: 3 clusters Score -4956214 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4956276.000000 Penalty: 3492.695557
	Iteration 23Q: 3 clusters Score -4956276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4956315.500000 Penalty: 3492.695557
	Iteration 24Q: 3 clusters Score -4956316 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4956359.000000 Penalty: 3492.695557
	Iteration 25Q: 3 clusters Score -4956359 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4956406.500000 Penalty: 3492.695557
	Iteration 26Q: 3 clusters Score -4956406 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4956455.500000 Penalty: 3492.695557
	Iteration 27Q: 3 clusters Score -4956456 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4956494.500000 Penalty: 3492.695557
	Iteration 28Q: 3 clusters Score -4956494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4956504.500000 Penalty: 3492.695557
	Iteration 29Q: 3 clusters Score -4956504 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4956538.000000 Penalty: 3492.695557
	Iteration 30Q: 3 clusters Score -4956538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4956547.500000 Penalty: 3492.695557
	Iteration 31Q: 3 clusters Score -4956548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4956573.500000 Penalty: 3492.695557
	Iteration 32Q: 3 clusters Score -4956574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4956579.000000 Penalty: 3492.695557
	Iteration 33Q: 3 clusters Score -4956579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4956599.500000 Penalty: 3492.695557
	Iteration 34Q: 3 clusters Score -4956600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4956625.000000 Penalty: 3492.695557
	Iteration 35Q: 3 clusters Score -4956625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4956643.000000 Penalty: 3492.695557
	Iteration 36Q: 3 clusters Score -4956643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4956664.500000 Penalty: 3492.695557
	Iteration 37Q: 3 clusters Score -4956664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4956658.500000 Penalty: 3492.695557
	Iteration 38Q: 3 clusters Score -4956658 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4956670.000000 Penalty: 3492.695557
	Iteration 39Q: 3 clusters Score -4956670 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4956676.000000 Penalty: 3492.695557
	Iteration 40F: 3 clusters Score -4956676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4956692.500000 Penalty: 3492.695557
	Iteration 41Q: 3 clusters Score -4956692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4956695.500000 Penalty: 3492.695557
	Iteration 42Q: 3 clusters Score -4956696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4956685.500000 Penalty: 3492.695557
	Iteration 43Q: 3 clusters Score -4956686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4956695.000000 Penalty: 3492.695557
	Iteration 44Q: 3 clusters Score -4956695 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4956703.000000 Penalty: 3492.695557
	Iteration 45Q: 3 clusters Score -4956703 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4956713.000000 Penalty: 3492.695557
	Iteration 46Q: 3 clusters Score -4956713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4956720.000000 Penalty: 3492.695557
	Iteration 47Q: 3 clusters Score -4956720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4956737.000000 Penalty: 3492.695557
	Iteration 48Q: 3 clusters Score -4956737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4956731.500000 Penalty: 3492.695557
	Iteration 49Q: 3 clusters Score -4956732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4956759.000000 Penalty: 3492.695557
	Iteration 50Q: 3 clusters Score -4956759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4956747.000000 Penalty: 3492.695557
	Iteration 51Q: 3 clusters Score -4956747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4956766.500000 Penalty: 3492.695557
	Iteration 52Q: 3 clusters Score -4956766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -4956766.500000 Penalty: 3492.695557
	Iteration 53Q: 3 clusters Score -4956766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4956774.500000 Penalty: 3492.695557
	Iteration 54Q: 3 clusters Score -4956774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4956793.500000 Penalty: 3492.695557
	Iteration 55Q: 3 clusters Score -4956794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4956810.500000 Penalty: 3492.695557
	Iteration 56Q: 3 clusters Score -4956810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4956816.000000 Penalty: 3492.695557
	Iteration 57Q: 3 clusters Score -4956816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4956820.000000 Penalty: 3492.695557
	Iteration 58Q: 3 clusters Score -4956820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4956815.500000 Penalty: 3492.695557
	Iteration 59Q: 3 clusters Score -4956816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4956829.500000 Penalty: 3492.695557
	Iteration 60F: 3 clusters Score -4956830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 21567 members 
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Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 21277 members 
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Mstep: Class 1 contains 25288 members 
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Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 21111 members 
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Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 21032 members 
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Mstep: Class 1 contains 25546 members 
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Mstep: Class 1 contains 25642 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26000 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20344 members 
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Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 20202 members 
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Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 20056 members 
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Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 19888 members 
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Mstep: Class 2 contains 19723 members 
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Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27079 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27236 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27556 members 
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Mstep: Class 1 contains 27724 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27910 members 
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Mstep: Class 1 contains 28290 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28681 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28866 members 
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Mstep: Class 1 contains 29040 members 
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Mstep: Class 1 contains 29230 members 
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Mstep: Class 1 contains 30868 members 
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Mstep: Class 1 contains 31181 members 
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Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 14661 members 
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Mstep: Class 1 contains 32557 members 
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Mstep: Class 1 contains 33367 members 
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Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 11409 members 
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Mstep: Class 1 contains 35516 members 
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Mstep: Class 1 contains 35947 members 
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Mstep: Class 1 contains 36941 members 
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Mstep: Class 1 contains 37948 members 
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Mstep: Class 1 contains 38977 members 
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Mstep: Class 1 contains 39458 members 
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Mstep: Class 1 contains 39935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41278 members 
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Mstep: Class 1 contains 42059 members 
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Mstep: Class 1 contains 42676 members 
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	Iteration 138Q: 3 clusters Score -4961374 nChanged 114
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	Iteration 139Q: 3 clusters Score -4961419 nChanged 110
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	Iteration 140F: 3 clusters Score -4961460 nChanged 82
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	Iteration 141Q: 3 clusters Score -4961506 nChanged 78
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	Iteration 142Q: 3 clusters Score -4961542 nChanged 77
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	Iteration 143Q: 3 clusters Score -4961576 nChanged 78
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	Iteration 144Q: 3 clusters Score -4961631 nChanged 65
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	Iteration 145Q: 3 clusters Score -4961664 nChanged 39
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4961704 nChanged 26
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Mstep: Class 2 contains 577 members 
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	Iteration 148Q: 3 clusters Score -4961711 nChanged 27
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	Iteration 149Q: 3 clusters Score -4961722 nChanged 23
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	Iteration 151Q: 3 clusters Score -4961750 nChanged 16
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	Iteration 152Q: 3 clusters Score -4961756 nChanged 12
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	Iteration 153Q: 3 clusters Score -4961762 nChanged 18
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Score: -4961775.000000 Penalty: 3492.695557
	Iteration 154Q: 3 clusters Score -4961775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4961786.500000 Penalty: 3492.695557
	Iteration 155Q: 3 clusters Score -4961786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4961793.500000 Penalty: 3492.695557
	Iteration 156Q: 3 clusters Score -4961794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4961802.000000 Penalty: 3492.695557
	Iteration 157Q: 3 clusters Score -4961802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4961806.000000 Penalty: 3492.695557
	Iteration 158Q: 3 clusters Score -4961806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4961809.000000 Penalty: 3492.695557
	Iteration 159Q: 3 clusters Score -4961809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4961817.000000 Penalty: 3492.695557
	Iteration 160F: 3 clusters Score -4961817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4961812.000000 Penalty: 3492.695557
	Iteration 161Q: 3 clusters Score -4961812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4961815.000000 Penalty: 3492.695557
	Iteration 162Q: 3 clusters Score -4961815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4961815.500000 Penalty: 3492.695557
	Iteration 163Q: 3 clusters Score -4961816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4961816.000000 Penalty: 3492.695557
	Iteration 164Q: 3 clusters Score -4961816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4961812.500000 Penalty: 3492.695557
	Iteration 165Q: 3 clusters Score -4961812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4961813.500000 Penalty: 3492.695557
	Iteration 166Q: 3 clusters Score -4961814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4961816.500000 Penalty: 3492.695557
	Iteration 167Q: 3 clusters Score -4961816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4961819.000000 Penalty: 3492.695557
	Iteration 168Q: 3 clusters Score -4961819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4961817.000000 Penalty: 3492.695557
	Iteration 169Q: 3 clusters Score -4961817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4961821.500000 Penalty: 3492.695557
	Iteration 170Q: 3 clusters Score -4961822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4961820.000000 Penalty: 3492.695557
	Iteration 171Q: 3 clusters Score -4961820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4961815.000000 Penalty: 3492.695557
	Iteration 172Q: 3 clusters Score -4961815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4961819.500000 Penalty: 3492.695557
	Iteration 173Q: 3 clusters Score -4961820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4961819.500000 Penalty: 3492.695557
	Iteration 174F: 3 clusters Score -4961820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Entering Unmasked Estep 
Score: -1627034.250000 Penalty: 1564.389038
	Iteration 0F: 2 clusters Score -1627034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1616478.250000 Penalty: 3128.778076
	Iteration 0F: 3 clusters Score -1616478 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1620168.750000 Penalty: 3128.778076
	Iteration 1F: 3 clusters Score -1620169 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1620427.375000 Penalty: 3128.778076
	Iteration 2F: 3 clusters Score -1620427 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1620616.375000 Penalty: 3128.778076
	Iteration 3Q: 3 clusters Score -1620616 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1620743.375000 Penalty: 3128.778076
	Iteration 4Q: 3 clusters Score -1620743 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1620842.000000 Penalty: 3128.778076
	Iteration 5Q: 3 clusters Score -1620842 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1620916.750000 Penalty: 3128.778076
	Iteration 6Q: 3 clusters Score -1620917 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1620985.375000 Penalty: 3128.778076
	Iteration 7Q: 3 clusters Score -1620985 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1621046.250000 Penalty: 3128.778076
	Iteration 8Q: 3 clusters Score -1621046 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1621104.500000 Penalty: 3128.778076
	Iteration 9Q: 3 clusters Score -1621104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1621187.125000 Penalty: 3128.778076
	Iteration 10Q: 3 clusters Score -1621187 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1621287.250000 Penalty: 3128.778076
	Iteration 11Q: 3 clusters Score -1621287 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1621407.125000 Penalty: 3128.778076
	Iteration 12Q: 3 clusters Score -1621407 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1621555.375000 Penalty: 3128.778076
	Iteration 13Q: 3 clusters Score -1621555 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1621763.375000 Penalty: 3128.778076
	Iteration 14Q: 3 clusters Score -1621763 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1622092.625000 Penalty: 3128.778076
	Iteration 15Q: 3 clusters Score -1622093 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1622549.250000 Penalty: 3128.778076
	Iteration 16Q: 3 clusters Score -1622549 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1623068.125000 Penalty: 3128.778076
	Iteration 17Q: 3 clusters Score -1623068 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1623478.250000 Penalty: 3128.778076
	Iteration 18Q: 3 clusters Score -1623478 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1623699.125000 Penalty: 3128.778076
	Iteration 19Q: 3 clusters Score -1623699 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1623780.750000 Penalty: 3128.778076
	Iteration 20F: 3 clusters Score -1623781 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1623824.750000 Penalty: 3128.778076
	Iteration 21Q: 3 clusters Score -1623825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1623849.875000 Penalty: 3128.778076
	Iteration 22Q: 3 clusters Score -1623850 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1623867.750000 Penalty: 3128.778076
	Iteration 23Q: 3 clusters Score -1623868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1623880.000000 Penalty: 3128.778076
	Iteration 24Q: 3 clusters Score -1623880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1623904.625000 Penalty: 3128.778076
	Iteration 25Q: 3 clusters Score -1623905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1623936.750000 Penalty: 3128.778076
	Iteration 26Q: 3 clusters Score -1623937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1623956.875000 Penalty: 3128.778076
	Iteration 27Q: 3 clusters Score -1623957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1623981.000000 Penalty: 3128.778076
	Iteration 28Q: 3 clusters Score -1623981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1624009.375000 Penalty: 3128.778076
	Iteration 29Q: 3 clusters Score -1624009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1624030.250000 Penalty: 3128.778076
	Iteration 30Q: 3 clusters Score -1624030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1624052.125000 Penalty: 3128.778076
	Iteration 31Q: 3 clusters Score -1624052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1624069.125000 Penalty: 3128.778076
	Iteration 32Q: 3 clusters Score -1624069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1624091.750000 Penalty: 3128.778076
	Iteration 33Q: 3 clusters Score -1624092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1624109.500000 Penalty: 3128.778076
	Iteration 34Q: 3 clusters Score -1624110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1624139.500000 Penalty: 3128.778076
	Iteration 35Q: 3 clusters Score -1624140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1624160.000000 Penalty: 3128.778076
	Iteration 36Q: 3 clusters Score -1624160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1624179.750000 Penalty: 3128.778076
	Iteration 37Q: 3 clusters Score -1624180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1624206.250000 Penalty: 3128.778076
	Iteration 38Q: 3 clusters Score -1624206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1624238.625000 Penalty: 3128.778076
	Iteration 39Q: 3 clusters Score -1624239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1624272.000000 Penalty: 3128.778076
	Iteration 40F: 3 clusters Score -1624272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1624306.375000 Penalty: 3128.778076
	Iteration 41Q: 3 clusters Score -1624306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1624346.750000 Penalty: 3128.778076
	Iteration 42Q: 3 clusters Score -1624347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1624380.500000 Penalty: 3128.778076
	Iteration 43Q: 3 clusters Score -1624380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1624405.000000 Penalty: 3128.778076
	Iteration 44Q: 3 clusters Score -1624405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1624439.250000 Penalty: 3128.778076
	Iteration 45Q: 3 clusters Score -1624439 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1624468.375000 Penalty: 3128.778076
	Iteration 46Q: 3 clusters Score -1624468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1624491.750000 Penalty: 3128.778076
	Iteration 47Q: 3 clusters Score -1624492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1624519.500000 Penalty: 3128.778076
	Iteration 48Q: 3 clusters Score -1624520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1624565.125000 Penalty: 3128.778076
	Iteration 49Q: 3 clusters Score -1624565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1624602.125000 Penalty: 3128.778076
	Iteration 50Q: 3 clusters Score -1624602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1624642.000000 Penalty: 3128.778076
	Iteration 51Q: 3 clusters Score -1624642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1624674.375000 Penalty: 3128.778076
	Iteration 52Q: 3 clusters Score -1624674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1624706.500000 Penalty: 3128.778076
	Iteration 53Q: 3 clusters Score -1624706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1624749.000000 Penalty: 3128.778076
	Iteration 54Q: 3 clusters Score -1624749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1624775.125000 Penalty: 3128.778076
	Iteration 55Q: 3 clusters Score -1624775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1624810.125000 Penalty: 3128.778076
	Iteration 56Q: 3 clusters Score -1624810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1624847.500000 Penalty: 3128.778076
	Iteration 57Q: 3 clusters Score -1624848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1624885.875000 Penalty: 3128.778076
	Iteration 58Q: 3 clusters Score -1624886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1624920.500000 Penalty: 3128.778076
	Iteration 59Q: 3 clusters Score -1624920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1624957.625000 Penalty: 3128.778076
	Iteration 60F: 3 clusters Score -1624958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1624997.000000 Penalty: 3128.778076
	Iteration 61Q: 3 clusters Score -1624997 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1625032.625000 Penalty: 3128.778076
	Iteration 62Q: 3 clusters Score -1625033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1625056.625000 Penalty: 3128.778076
	Iteration 63Q: 3 clusters Score -1625057 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1625083.625000 Penalty: 3128.778076
	Iteration 64Q: 3 clusters Score -1625084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1625107.375000 Penalty: 3128.778076
	Iteration 65Q: 3 clusters Score -1625107 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1625131.750000 Penalty: 3128.778076
	Iteration 66Q: 3 clusters Score -1625132 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1625149.250000 Penalty: 3128.778076
	Iteration 67Q: 3 clusters Score -1625149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1625176.250000 Penalty: 3128.778076
	Iteration 68Q: 3 clusters Score -1625176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1625197.000000 Penalty: 3128.778076
	Iteration 69Q: 3 clusters Score -1625197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1625218.500000 Penalty: 3128.778076
	Iteration 70Q: 3 clusters Score -1625218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1625242.625000 Penalty: 3128.778076
	Iteration 71Q: 3 clusters Score -1625243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1625264.125000 Penalty: 3128.778076
	Iteration 72Q: 3 clusters Score -1625264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1625293.375000 Penalty: 3128.778076
	Iteration 73Q: 3 clusters Score -1625293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1625325.750000 Penalty: 3128.778076
	Iteration 74Q: 3 clusters Score -1625326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1625353.625000 Penalty: 3128.778076
	Iteration 75Q: 3 clusters Score -1625354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1625387.625000 Penalty: 3128.778076
	Iteration 76Q: 3 clusters Score -1625388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1625399.625000 Penalty: 3128.778076
	Iteration 77Q: 3 clusters Score -1625400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1625416.250000 Penalty: 3128.778076
	Iteration 78Q: 3 clusters Score -1625416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1625432.250000 Penalty: 3128.778076
	Iteration 79Q: 3 clusters Score -1625432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1625442.250000 Penalty: 3128.778076
	Iteration 80F: 3 clusters Score -1625442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1625462.375000 Penalty: 3128.778076
	Iteration 81Q: 3 clusters Score -1625462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1625476.250000 Penalty: 3128.778076
	Iteration 82Q: 3 clusters Score -1625476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1625484.750000 Penalty: 3128.778076
	Iteration 83Q: 3 clusters Score -1625485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1625499.750000 Penalty: 3128.778076
	Iteration 84Q: 3 clusters Score -1625500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1625509.750000 Penalty: 3128.778076
	Iteration 85Q: 3 clusters Score -1625510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1625527.750000 Penalty: 3128.778076
	Iteration 86Q: 3 clusters Score -1625528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1625530.750000 Penalty: 3128.778076
	Iteration 87Q: 3 clusters Score -1625531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1625542.375000 Penalty: 3128.778076
	Iteration 88Q: 3 clusters Score -1625542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1625556.625000 Penalty: 3128.778076
	Iteration 89Q: 3 clusters Score -1625557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1625571.250000 Penalty: 3128.778076
	Iteration 90Q: 3 clusters Score -1625571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1625587.500000 Penalty: 3128.778076
	Iteration 91Q: 3 clusters Score -1625588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1625603.750000 Penalty: 3128.778076
	Iteration 92Q: 3 clusters Score -1625604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1625615.875000 Penalty: 3128.778076
	Iteration 93Q: 3 clusters Score -1625616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1625631.500000 Penalty: 3128.778076
	Iteration 94Q: 3 clusters Score -1625632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1625645.500000 Penalty: 3128.778076
	Iteration 95Q: 3 clusters Score -1625646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1625654.375000 Penalty: 3128.778076
	Iteration 96Q: 3 clusters Score -1625654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1625661.250000 Penalty: 3128.778076
	Iteration 97Q: 3 clusters Score -1625661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1625676.750000 Penalty: 3128.778076
	Iteration 98Q: 3 clusters Score -1625677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1625689.125000 Penalty: 3128.778076
	Iteration 99Q: 3 clusters Score -1625689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1625697.125000 Penalty: 3128.778076
	Iteration 100F: 3 clusters Score -1625697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1625718.250000 Penalty: 3128.778076
	Iteration 101Q: 3 clusters Score -1625718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1625728.500000 Penalty: 3128.778076
	Iteration 102Q: 3 clusters Score -1625728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1625732.375000 Penalty: 3128.778076
	Iteration 103Q: 3 clusters Score -1625732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1625749.625000 Penalty: 3128.778076
	Iteration 104Q: 3 clusters Score -1625750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1625760.125000 Penalty: 3128.778076
	Iteration 105Q: 3 clusters Score -1625760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1625776.750000 Penalty: 3128.778076
	Iteration 106Q: 3 clusters Score -1625777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1625794.375000 Penalty: 3128.778076
	Iteration 107Q: 3 clusters Score -1625794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1625801.125000 Penalty: 3128.778076
	Iteration 108Q: 3 clusters Score -1625801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1625810.625000 Penalty: 3128.778076
	Iteration 109Q: 3 clusters Score -1625811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1625819.250000 Penalty: 3128.778076
	Iteration 110Q: 3 clusters Score -1625819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1625824.875000 Penalty: 3128.778076
	Iteration 111Q: 3 clusters Score -1625825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1625845.250000 Penalty: 3128.778076
	Iteration 112Q: 3 clusters Score -1625845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1625844.875000 Penalty: 3128.778076
	Iteration 113Q: 3 clusters Score -1625845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1625853.125000 Penalty: 3128.778076
	Iteration 114Q: 3 clusters Score -1625853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1625856.000000 Penalty: 3128.778076
	Iteration 115Q: 3 clusters Score -1625856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1625858.750000 Penalty: 3128.778076
	Iteration 116Q: 3 clusters Score -1625859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1625860.250000 Penalty: 3128.778076
	Iteration 117Q: 3 clusters Score -1625860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1625868.250000 Penalty: 3128.778076
	Iteration 118Q: 3 clusters Score -1625868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1625868.750000 Penalty: 3128.778076
	Iteration 119Q: 3 clusters Score -1625869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1625875.250000 Penalty: 3128.778076
	Iteration 120F: 3 clusters Score -1625875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1625882.500000 Penalty: 3128.778076
	Iteration 121Q: 3 clusters Score -1625882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1625889.000000 Penalty: 3128.778076
	Iteration 122Q: 3 clusters Score -1625889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1625889.875000 Penalty: 3128.778076
	Iteration 123Q: 3 clusters Score -1625890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1625895.125000 Penalty: 3128.778076
	Iteration 124Q: 3 clusters Score -1625895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1625897.250000 Penalty: 3128.778076
	Iteration 125Q: 3 clusters Score -1625897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1625897.375000 Penalty: 3128.778076
	Iteration 126Q: 3 clusters Score -1625897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1625900.750000 Penalty: 3128.778076
	Iteration 127Q: 3 clusters Score -1625901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1625901.750000 Penalty: 3128.778076
	Iteration 128Q: 3 clusters Score -1625902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1625901.250000 Penalty: 3128.778076
	Iteration 129Q: 3 clusters Score -1625901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1625901.000000 Penalty: 3128.778076
	Iteration 130Q: 3 clusters Score -1625901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1625903.875000 Penalty: 3128.778076
	Iteration 131Q: 3 clusters Score -1625904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1625900.125000 Penalty: 3128.778076
	Iteration 132Q: 3 clusters Score -1625900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1625898.750000 Penalty: 3128.778076
	Iteration 133Q: 3 clusters Score -1625899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1625900.375000 Penalty: 3128.778076
	Iteration 134Q: 3 clusters Score -1625900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1625905.000000 Penalty: 3128.778076
	Iteration 135Q: 3 clusters Score -1625905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1625907.125000 Penalty: 3128.778076
	Iteration 136Q: 3 clusters Score -1625907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1625906.125000 Penalty: 3128.778076
	Iteration 137Q: 3 clusters Score -1625906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1625906.125000 Penalty: 3128.778076
	Iteration 138F: 3 clusters Score -1625906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Entering Unmasked Estep 
Score: -3244374.250000 Penalty: 1676.891479
	Iteration 0F: 2 clusters Score -3244374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3224024.750000 Penalty: 3353.782959
	Iteration 0F: 3 clusters Score -3224025 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3231621.250000 Penalty: 3353.782959
	Iteration 1F: 3 clusters Score -3231621 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3232161.250000 Penalty: 3353.782959
	Iteration 2Q: 3 clusters Score -3232161 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3232924.750000 Penalty: 3353.782959
	Iteration 3F: 3 clusters Score -3232925 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3234080.500000 Penalty: 3353.782959
	Iteration 4F: 3 clusters Score -3234080 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3235809.000000 Penalty: 3353.782959
	Iteration 5F: 3 clusters Score -3235809 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3238122.500000 Penalty: 3353.782959
	Iteration 6F: 3 clusters Score -3238122 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3240305.500000 Penalty: 3353.782959
	Iteration 7F: 3 clusters Score -3240306 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3241633.500000 Penalty: 3353.782959
	Iteration 8Q: 3 clusters Score -3241634 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3242348.500000 Penalty: 3353.782959
	Iteration 9Q: 3 clusters Score -3242348 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3242665.000000 Penalty: 3353.782959
	Iteration 10Q: 3 clusters Score -3242665 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3242807.500000 Penalty: 3353.782959
	Iteration 11Q: 3 clusters Score -3242808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3242880.000000 Penalty: 3353.782959
	Iteration 12Q: 3 clusters Score -3242880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3242931.000000 Penalty: 3353.782959
	Iteration 13Q: 3 clusters Score -3242931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3242959.250000 Penalty: 3353.782959
	Iteration 14Q: 3 clusters Score -3242959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3242972.750000 Penalty: 3353.782959
	Iteration 15Q: 3 clusters Score -3242973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3242982.500000 Penalty: 3353.782959
	Iteration 16Q: 3 clusters Score -3242982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3242995.500000 Penalty: 3353.782959
	Iteration 17Q: 3 clusters Score -3242996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3243000.750000 Penalty: 3353.782959
	Iteration 18Q: 3 clusters Score -3243001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3243011.000000 Penalty: 3353.782959
	Iteration 19Q: 3 clusters Score -3243011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3243011.500000 Penalty: 3353.782959
	Iteration 20F: 3 clusters Score -3243012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3243021.000000 Penalty: 3353.782959
	Iteration 21Q: 3 clusters Score -3243021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3243017.250000 Penalty: 3353.782959
	Iteration 22Q: 3 clusters Score -3243017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3243021.750000 Penalty: 3353.782959
	Iteration 23Q: 3 clusters Score -3243022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3243024.750000 Penalty: 3353.782959
	Iteration 24Q: 3 clusters Score -3243025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3243022.750000 Penalty: 3353.782959
	Iteration 25Q: 3 clusters Score -3243023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3243022.750000 Penalty: 3353.782959
	Iteration 26Q: 3 clusters Score -3243023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3243019.250000 Penalty: 3353.782959
	Iteration 27Q: 3 clusters Score -3243019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3243016.250000 Penalty: 3353.782959
	Iteration 28Q: 3 clusters Score -3243016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3243015.000000 Penalty: 3353.782959
	Iteration 29Q: 3 clusters Score -3243015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3243023.250000 Penalty: 3353.782959
	Iteration 30Q: 3 clusters Score -3243023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3243024.000000 Penalty: 3353.782959
	Iteration 31Q: 3 clusters Score -3243024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3243024.500000 Penalty: 3353.782959
	Iteration 32Q: 3 clusters Score -3243024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3243021.250000 Penalty: 3353.782959
	Iteration 33Q: 3 clusters Score -3243021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3243025.750000 Penalty: 3353.782959
	Iteration 34Q: 3 clusters Score -3243026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3243032.000000 Penalty: 3353.782959
	Iteration 35Q: 3 clusters Score -3243032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3243032.500000 Penalty: 3353.782959
	Iteration 36Q: 3 clusters Score -3243032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3243040.500000 Penalty: 3353.782959
	Iteration 37Q: 3 clusters Score -3243040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3243041.000000 Penalty: 3353.782959
	Iteration 38Q: 3 clusters Score -3243041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3243043.500000 Penalty: 3353.782959
	Iteration 39Q: 3 clusters Score -3243044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3243047.750000 Penalty: 3353.782959
	Iteration 40F: 3 clusters Score -3243048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3243047.000000 Penalty: 3353.782959
	Iteration 41Q: 3 clusters Score -3243047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3243044.000000 Penalty: 3353.782959
	Iteration 42Q: 3 clusters Score -3243044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3243044.250000 Penalty: 3353.782959
	Iteration 43Q: 3 clusters Score -3243044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3243041.250000 Penalty: 3353.782959
	Iteration 44Q: 3 clusters Score -3243041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3243044.750000 Penalty: 3353.782959
	Iteration 45Q: 3 clusters Score -3243045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3243044.750000 Penalty: 3353.782959
	Iteration 46Q: 3 clusters Score -3243045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3243044.750000 Penalty: 3353.782959
	Iteration 47F: 3 clusters Score -3243045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -461343.312500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -461343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -457591.968750 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -457592 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -458657.281250 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -458657.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -458851.937500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -458851.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -459007.968750 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -459008 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -459190.312500 Penalty: 2746.939209
	Iteration 4F: 3 clusters Score -459190.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -459439.718750 Penalty: 2746.939209
	Iteration 5F: 3 clusters Score -459439.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -459697.343750 Penalty: 2746.939209
	Iteration 6F: 3 clusters Score -459697.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -459909.531250 Penalty: 2746.939209
	Iteration 7F: 3 clusters Score -459909.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -460080.781250 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -460080.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -460206.312500 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -460206.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -460300.468750 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -460300.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -460373.468750 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -460373.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -460442.000000 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -460442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -460502.687500 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -460502.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -460561.593750 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -460561.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -460619.156250 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -460619.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -460672.968750 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -460673 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -460723.437500 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -460723.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -460768.843750 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -460768.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -460812.781250 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -460812.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -460842.406250 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -460842.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -460875.187500 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -460875.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -460911.656250 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -460911.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -460944.968750 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -460945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -460970.625000 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -460970.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -460990.718750 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -460990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -461002.843750 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -461002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -461018.468750 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -461018.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -461049.468750 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -461049.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -461129.437500 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -461129.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -461295.875000 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -461295.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -461371.250000 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -461371.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -461391.531250 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -461391.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -461405.812500 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -461405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -461415.718750 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -461415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -461418.406250 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -461418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -461419.093750 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -461419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -461421.062500 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -461421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -461421.093750 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -461421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -461422.062500 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -461422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -461422.062500 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -461422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 34740 members 
Mstep: Class 6 contains 81230 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46479 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
Score: -70203304.000000 Penalty: 41459.531250
Splitting cluster 15 changes total score from -70203984.000000 to -70203304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (51471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Entering Unmasked Estep 
Score: -5507662.000000 Penalty: 1762.925781
	Iteration 0F: 2 clusters Score -5507662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5473158.500000 Penalty: 3525.851562
	Iteration 0F: 3 clusters Score -5473158 nChanged 24281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5487223.000000 Penalty: 3525.851562
	Iteration 1F: 3 clusters Score -5487223 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5488040.000000 Penalty: 3525.851562
	Iteration 2Q: 3 clusters Score -5488040 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -5488887.000000 Penalty: 3525.851562
	Iteration 3Q: 3 clusters Score -5488887 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5489800.500000 Penalty: 3525.851562
	Iteration 4Q: 3 clusters Score -5489800 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5490790.500000 Penalty: 3525.851562
	Iteration 5Q: 3 clusters Score -5490790 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5491928.500000 Penalty: 3525.851562
	Iteration 6Q: 3 clusters Score -5491928 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5493363.000000 Penalty: 3525.851562
	Iteration 7F: 3 clusters Score -5493363 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5495087.500000 Penalty: 3525.851562
	Iteration 8F: 3 clusters Score -5495088 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5496872.500000 Penalty: 3525.851562
	Iteration 9F: 3 clusters Score -5496872 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5498422.000000 Penalty: 3525.851562
	Iteration 10F: 3 clusters Score -5498422 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5499676.500000 Penalty: 3525.851562
	Iteration 11Q: 3 clusters Score -5499676 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5500631.000000 Penalty: 3525.851562
	Iteration 12Q: 3 clusters Score -5500631 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -5501434.500000 Penalty: 3525.851562
	Iteration 13Q: 3 clusters Score -5501434 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5502123.000000 Penalty: 3525.851562
	Iteration 14Q: 3 clusters Score -5502123 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5502734.000000 Penalty: 3525.851562
	Iteration 15Q: 3 clusters Score -5502734 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5503221.500000 Penalty: 3525.851562
	Iteration 16Q: 3 clusters Score -5503222 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5503593.500000 Penalty: 3525.851562
	Iteration 17Q: 3 clusters Score -5503594 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -5503968.000000 Penalty: 3525.851562
	Iteration 18Q: 3 clusters Score -5503968 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -5504324.500000 Penalty: 3525.851562
	Iteration 19Q: 3 clusters Score -5504324 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -5504677.000000 Penalty: 3525.851562
	Iteration 20F: 3 clusters Score -5504677 nChanged 735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5505020 nChanged 666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5505270 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5505487 nChanged 507
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Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5505684 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5505834 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5505945 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5506032 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5506118 nChanged 232
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Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5506172 nChanged 226
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Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5506210 nChanged 207
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Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5506234 nChanged 202
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Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5506274 nChanged 184
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Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5506312.500000 Penalty: 3525.851562
	Iteration 33Q: 3 clusters Score -5506312 nChanged 185
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Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5506358 nChanged 165
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Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5506366 nChanged 140
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Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5506377 nChanged 100
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Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5506394 nChanged 86
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Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5506416 nChanged 76
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Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5506422 nChanged 77
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Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5506432 nChanged 73
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Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5506415 nChanged 62
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Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5506424 nChanged 59
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Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5506440 nChanged 56
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Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5506442 nChanged 64
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Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5506454 nChanged 50
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Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5506468 nChanged 34
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Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5506457 nChanged 40
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Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5506471 nChanged 42
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Mstep: Class 1 contains 47287 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5506476 nChanged 39
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Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47368 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47387 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5506506 nChanged 23
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Mstep: Class 1 contains 47406 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47419 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5506503 nChanged 21
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Mstep: Class 1 contains 47436 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5506508 nChanged 23
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Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5506512 nChanged 21
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Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5506518 nChanged 24
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Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5506532 nChanged 27
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Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5506530 nChanged 24
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Mstep: Class 1 contains 47515 members 
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	Iteration 62Q: 3 clusters Score -5506536 nChanged 37
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Mstep: Class 1 contains 47540 members 
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	Iteration 63Q: 3 clusters Score -5506535 nChanged 36
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Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5506545 nChanged 31
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Mstep: Class 1 contains 47595 members 
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	Iteration 65Q: 3 clusters Score -5506540 nChanged 35
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Mstep: Class 1 contains 47616 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5506536 nChanged 44
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Mstep: Class 1 contains 47654 members 
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	Iteration 67Q: 3 clusters Score -5506548 nChanged 44
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Mstep: Class 1 contains 47696 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5506552 nChanged 39
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Mstep: Class 1 contains 47727 members 
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	Iteration 69Q: 3 clusters Score -5506554 nChanged 38
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	Iteration 70Q: 3 clusters Score -5506559 nChanged 35
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	Iteration 71Q: 3 clusters Score -5506559 nChanged 30
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5506574 nChanged 28
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	Iteration 73Q: 3 clusters Score -5506569 nChanged 21
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	Iteration 74Q: 3 clusters Score -5506574 nChanged 28
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	Iteration 75Q: 3 clusters Score -5506581 nChanged 26
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	Iteration 76Q: 3 clusters Score -5506576 nChanged 21
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	Iteration 77Q: 3 clusters Score -5506573 nChanged 21
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5506590 nChanged 30
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	Iteration 79Q: 3 clusters Score -5506600 nChanged 39
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Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 3477 members 
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	Iteration 80F: 3 clusters Score -5506625 nChanged 34
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Mstep: Class 1 contains 48026 members 
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	Iteration 81Q: 3 clusters Score -5506624 nChanged 33
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Mstep: Class 1 contains 48055 members 
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	Iteration 82Q: 3 clusters Score -5506626 nChanged 26
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Mstep: Class 1 contains 48079 members 
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	Iteration 83Q: 3 clusters Score -5506628 nChanged 9
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Mstep: Class 1 contains 48088 members 
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	Iteration 84Q: 3 clusters Score -5506626 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48096 members 
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	Iteration 85Q: 3 clusters Score -5506626 nChanged 9
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Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 3366 members 
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	Iteration 86Q: 3 clusters Score -5506628 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48116 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5506632 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48131 members 
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	Iteration 88Q: 3 clusters Score -5506625 nChanged 15
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Mstep: Class 1 contains 48144 members 
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	Iteration 89Q: 3 clusters Score -5506624 nChanged 23
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Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 3304 members 
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	Iteration 90Q: 3 clusters Score -5506620 nChanged 25
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Mstep: Class 1 contains 48190 members 
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	Iteration 91Q: 3 clusters Score -5506627 nChanged 22
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Mstep: Class 1 contains 48212 members 
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	Iteration 92Q: 3 clusters Score -5506626 nChanged 22
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	Iteration 93Q: 3 clusters Score -5506628 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5506621 nChanged 22
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5506630 nChanged 31
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	Iteration 96Q: 3 clusters Score -5506620 nChanged 28
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	Iteration 97Q: 3 clusters Score -5506631 nChanged 25
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5506626 nChanged 30
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	Iteration 99Q: 3 clusters Score -5506636 nChanged 25
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	Iteration 100F: 3 clusters Score -5506631 nChanged 26
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	Iteration 101Q: 3 clusters Score -5506646 nChanged 36
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Mstep: Class 1 contains 48439 members 
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	Iteration 102Q: 3 clusters Score -5506644 nChanged 24
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5506648 nChanged 26
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	Iteration 105Q: 3 clusters Score -5506643 nChanged 24
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	Iteration 106Q: 3 clusters Score -5506645 nChanged 19
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	Iteration 107Q: 3 clusters Score -5506644 nChanged 20
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	Iteration 108Q: 3 clusters Score -5506650 nChanged 12
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	Iteration 109Q: 3 clusters Score -5506654 nChanged 13
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	Iteration 110Q: 3 clusters Score -5506659 nChanged 10
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	Iteration 111Q: 3 clusters Score -5506662 nChanged 6
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	Iteration 112Q: 3 clusters Score -5506666 nChanged 6
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Entering Unmasked Estep 
Score: -5506669.500000 Penalty: 3525.851562
	Iteration 113Q: 3 clusters Score -5506670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5506668.500000 Penalty: 3525.851562
	Iteration 114Q: 3 clusters Score -5506668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5506671.000000 Penalty: 3525.851562
	Iteration 115Q: 3 clusters Score -5506671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5506667.000000 Penalty: 3525.851562
	Iteration 116Q: 3 clusters Score -5506667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5506677.500000 Penalty: 3525.851562
	Iteration 117Q: 3 clusters Score -5506678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5506674.000000 Penalty: 3525.851562
	Iteration 118Q: 3 clusters Score -5506674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5506671.500000 Penalty: 3525.851562
	Iteration 119Q: 3 clusters Score -5506672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5506665.000000 Penalty: 3525.851562
	Iteration 120F: 3 clusters Score -5506665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5506658.000000 Penalty: 3525.851562
	Iteration 121Q: 3 clusters Score -5506658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5506654.000000 Penalty: 3525.851562
	Iteration 122Q: 3 clusters Score -5506654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5506660.500000 Penalty: 3525.851562
	Iteration 123Q: 3 clusters Score -5506660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5506666.500000 Penalty: 3525.851562
	Iteration 124Q: 3 clusters Score -5506666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5506670.500000 Penalty: 3525.851562
	Iteration 125Q: 3 clusters Score -5506670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5506672.500000 Penalty: 3525.851562
	Iteration 126Q: 3 clusters Score -5506672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5506674.000000 Penalty: 3525.851562
	Iteration 127Q: 3 clusters Score -5506674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5506677.000000 Penalty: 3525.851562
	Iteration 128Q: 3 clusters Score -5506677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5506674.000000 Penalty: 3525.851562
	Iteration 129Q: 3 clusters Score -5506674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5506669.500000 Penalty: 3525.851562
	Iteration 130Q: 3 clusters Score -5506670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5506665.000000 Penalty: 3525.851562
	Iteration 131Q: 3 clusters Score -5506665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5506670.000000 Penalty: 3525.851562
	Iteration 132Q: 3 clusters Score -5506670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5506670.000000 Penalty: 3525.851562
	Iteration 133Q: 3 clusters Score -5506670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5506675.000000 Penalty: 3525.851562
	Iteration 134Q: 3 clusters Score -5506675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5506678.500000 Penalty: 3525.851562
	Iteration 135Q: 3 clusters Score -5506678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5506680.000000 Penalty: 3525.851562
	Iteration 136Q: 3 clusters Score -5506680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5506686.500000 Penalty: 3525.851562
	Iteration 137Q: 3 clusters Score -5506686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5506679.000000 Penalty: 3525.851562
	Iteration 138Q: 3 clusters Score -5506679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5506682.000000 Penalty: 3525.851562
	Iteration 139Q: 3 clusters Score -5506682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5506681.500000 Penalty: 3525.851562
	Iteration 140F: 3 clusters Score -5506682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5506679.500000 Penalty: 3525.851562
	Iteration 141Q: 3 clusters Score -5506680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5506683.500000 Penalty: 3525.851562
	Iteration 142Q: 3 clusters Score -5506684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5506689.500000 Penalty: 3525.851562
	Iteration 143Q: 3 clusters Score -5506690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5506690.000000 Penalty: 3525.851562
	Iteration 144Q: 3 clusters Score -5506690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5506692.000000 Penalty: 3525.851562
	Iteration 145Q: 3 clusters Score -5506692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5506692.500000 Penalty: 3525.851562
	Iteration 146Q: 3 clusters Score -5506692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5506695.500000 Penalty: 3525.851562
	Iteration 147Q: 3 clusters Score -5506696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5506697.500000 Penalty: 3525.851562
	Iteration 148Q: 3 clusters Score -5506698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5506699.000000 Penalty: 3525.851562
	Iteration 149Q: 3 clusters Score -5506699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5506686.000000 Penalty: 3525.851562
	Iteration 150Q: 3 clusters Score -5506686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5506689.000000 Penalty: 3525.851562
	Iteration 151Q: 3 clusters Score -5506689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5506686.500000 Penalty: 3525.851562
	Iteration 152Q: 3 clusters Score -5506686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5506689.000000 Penalty: 3525.851562
	Iteration 153Q: 3 clusters Score -5506689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5506687.000000 Penalty: 3525.851562
	Iteration 154Q: 3 clusters Score -5506687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5506687.000000 Penalty: 3525.851562
	Iteration 155Q: 3 clusters Score -5506687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5506685.000000 Penalty: 3525.851562
	Iteration 156Q: 3 clusters Score -5506685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5506693.500000 Penalty: 3525.851562
	Iteration 157Q: 3 clusters Score -5506694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5506683.000000 Penalty: 3525.851562
	Iteration 158Q: 3 clusters Score -5506683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5506683.000000 Penalty: 3525.851562
	Iteration 159Q: 3 clusters Score -5506683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5506688.000000 Penalty: 3525.851562
	Iteration 160F: 3 clusters Score -5506688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5506690.500000 Penalty: 3525.851562
	Iteration 161Q: 3 clusters Score -5506690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5506689.500000 Penalty: 3525.851562
	Iteration 162Q: 3 clusters Score -5506690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5506689.500000 Penalty: 3525.851562
	Iteration 163F: 3 clusters Score -5506690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Entering Unmasked Estep 
Score: -6712907.000000 Penalty: 1795.232178
	Iteration 0F: 2 clusters Score -6712907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6670894.000000 Penalty: 3590.464355
	Iteration 0F: 3 clusters Score -6670894 nChanged 29662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -6687537.500000 Penalty: 3590.464355
	Iteration 1F: 3 clusters Score -6687538 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -6688005.000000 Penalty: 3590.464355
	Iteration 2Q: 3 clusters Score -6688005 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -6688679.000000 Penalty: 3590.464355
	Iteration 3Q: 3 clusters Score -6688679 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -6689605.500000 Penalty: 3590.464355
	Iteration 4Q: 3 clusters Score -6689606 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -6691103.000000 Penalty: 3590.464355
	Iteration 5Q: 3 clusters Score -6691103 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -6693687.000000 Penalty: 3590.464355
	Iteration 6F: 3 clusters Score -6693687 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6697477.500000 Penalty: 3590.464355
	Iteration 7F: 3 clusters Score -6697478 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6701745.000000 Penalty: 3590.464355
	Iteration 8F: 3 clusters Score -6701745 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -6705318.000000 Penalty: 3590.464355
	Iteration 9F: 3 clusters Score -6705318 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -6707616.000000 Penalty: 3590.464355
	Iteration 10Q: 3 clusters Score -6707616 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -6709114.500000 Penalty: 3590.464355
	Iteration 11Q: 3 clusters Score -6709114 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -6710122.000000 Penalty: 3590.464355
	Iteration 12Q: 3 clusters Score -6710122 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -6710805.000000 Penalty: 3590.464355
	Iteration 13Q: 3 clusters Score -6710805 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -6711243.000000 Penalty: 3590.464355
	Iteration 14Q: 3 clusters Score -6711243 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -6711493.500000 Penalty: 3590.464355
	Iteration 15Q: 3 clusters Score -6711494 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -6711652.000000 Penalty: 3590.464355
	Iteration 16Q: 3 clusters Score -6711652 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -6711731.000000 Penalty: 3590.464355
	Iteration 17Q: 3 clusters Score -6711731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -6711824.500000 Penalty: 3590.464355
	Iteration 18Q: 3 clusters Score -6711824 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -6711872.000000 Penalty: 3590.464355
	Iteration 19Q: 3 clusters Score -6711872 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -6711909.500000 Penalty: 3590.464355
	Iteration 20F: 3 clusters Score -6711910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -6711942.000000 Penalty: 3590.464355
	Iteration 21Q: 3 clusters Score -6711942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -6711964.000000 Penalty: 3590.464355
	Iteration 22Q: 3 clusters Score -6711964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -6711970.500000 Penalty: 3590.464355
	Iteration 23Q: 3 clusters Score -6711970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -6711987.500000 Penalty: 3590.464355
	Iteration 24Q: 3 clusters Score -6711988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6711998.000000 Penalty: 3590.464355
	Iteration 25Q: 3 clusters Score -6711998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -6712000.000000 Penalty: 3590.464355
	Iteration 26Q: 3 clusters Score -6712000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -6712005.500000 Penalty: 3590.464355
	Iteration 27Q: 3 clusters Score -6712006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -6712007.000000 Penalty: 3590.464355
	Iteration 28Q: 3 clusters Score -6712007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -6712013.500000 Penalty: 3590.464355
	Iteration 29Q: 3 clusters Score -6712014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -6712010.000000 Penalty: 3590.464355
	Iteration 30Q: 3 clusters Score -6712010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -6712010.000000 Penalty: 3590.464355
	Iteration 31Q: 3 clusters Score -6712010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -6712018.000000 Penalty: 3590.464355
	Iteration 32Q: 3 clusters Score -6712018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -6712022.500000 Penalty: 3590.464355
	Iteration 33Q: 3 clusters Score -6712022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -6712032.000000 Penalty: 3590.464355
	Iteration 34Q: 3 clusters Score -6712032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -6712031.000000 Penalty: 3590.464355
	Iteration 35Q: 3 clusters Score -6712031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -6712046.500000 Penalty: 3590.464355
	Iteration 36Q: 3 clusters Score -6712046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -6712040.000000 Penalty: 3590.464355
	Iteration 37Q: 3 clusters Score -6712040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -6712040.000000 Penalty: 3590.464355
	Iteration 38F: 3 clusters Score -6712040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -209347.562500 Penalty: 1251.003540
	Iteration 0F: 2 clusters Score -209347.6 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 1101 members 
Entering Unmasked Estep 
Score: -207154.312500 Penalty: 2502.007080
	Iteration 0F: 3 clusters Score -207154.3 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -207670.828125 Penalty: 2502.007080
	Iteration 1F: 3 clusters Score -207670.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -207799.078125 Penalty: 2502.007080
	Iteration 2F: 3 clusters Score -207799.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -207874.031250 Penalty: 2502.007080
	Iteration 3F: 3 clusters Score -207874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -207942.453125 Penalty: 2502.007080
	Iteration 4Q: 3 clusters Score -207942.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208011.671875 Penalty: 2502.007080
	Iteration 5Q: 3 clusters Score -208011.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208087.500000 Penalty: 2502.007080
	Iteration 6Q: 3 clusters Score -208087.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -208178.343750 Penalty: 2502.007080
	Iteration 7Q: 3 clusters Score -208178.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -208290.078125 Penalty: 2502.007080
	Iteration 8Q: 3 clusters Score -208290.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208443.421875 Penalty: 2502.007080
	Iteration 9F: 3 clusters Score -208443.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208566.000000 Penalty: 2502.007080
	Iteration 10F: 3 clusters Score -208566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -208664.093750 Penalty: 2502.007080
	Iteration 11Q: 3 clusters Score -208664.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208733.500000 Penalty: 2502.007080
	Iteration 12Q: 3 clusters Score -208733.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -208788.734375 Penalty: 2502.007080
	Iteration 13Q: 3 clusters Score -208788.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -208838.625000 Penalty: 2502.007080
	Iteration 14Q: 3 clusters Score -208838.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208875.734375 Penalty: 2502.007080
	Iteration 15Q: 3 clusters Score -208875.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -208899.875000 Penalty: 2502.007080
	Iteration 16Q: 3 clusters Score -208899.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -208913.000000 Penalty: 2502.007080
	Iteration 17Q: 3 clusters Score -208913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -208923.187500 Penalty: 2502.007080
	Iteration 18Q: 3 clusters Score -208923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208929.453125 Penalty: 2502.007080
	Iteration 19Q: 3 clusters Score -208929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208933.109375 Penalty: 2502.007080
	Iteration 20F: 3 clusters Score -208933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -208933.593750 Penalty: 2502.007080
	Iteration 21Q: 3 clusters Score -208933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -208934.656250 Penalty: 2502.007080
	Iteration 22Q: 3 clusters Score -208934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -208935.203125 Penalty: 2502.007080
	Iteration 23Q: 3 clusters Score -208935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -208935.203125 Penalty: 2502.007080
	Iteration 24F: 3 clusters Score -208935.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -33087.093750 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -33087.09 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 167 members 
Entering Unmasked Estep 
Score: -32167.728516 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -32167.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32300.933594 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -32300.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32347.111328 Penalty: 1889.592529
	Iteration 2Q: 3 clusters Score -32347.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32363.142578 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -32363.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32373.437500 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -32373.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32380.984375 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -32380.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32384.281250 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -32384.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32385.296875 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -32385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32388.246094 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -32388.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32388.246094 Penalty: 1889.592529
	Iteration 9F: 3 clusters Score -32388.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Entering Unmasked Estep 
Score: -3667313.750000 Penalty: 1703.931274
	Iteration 0F: 2 clusters Score -3667314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3643303.000000 Penalty: 3407.862549
	Iteration 0F: 3 clusters Score -3643303 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3652510.750000 Penalty: 3407.862549
	Iteration 1F: 3 clusters Score -3652511 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3652892.000000 Penalty: 3407.862549
	Iteration 2Q: 3 clusters Score -3652892 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3653284.250000 Penalty: 3407.862549
	Iteration 3Q: 3 clusters Score -3653284 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3653699.000000 Penalty: 3407.862549
	Iteration 4Q: 3 clusters Score -3653699 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3654150.500000 Penalty: 3407.862549
	Iteration 5Q: 3 clusters Score -3654150 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3654825.000000 Penalty: 3407.862549
	Iteration 6Q: 3 clusters Score -3654825 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3655645.250000 Penalty: 3407.862549
	Iteration 7Q: 3 clusters Score -3655645 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3656667.000000 Penalty: 3407.862549
	Iteration 8Q: 3 clusters Score -3656667 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3657940.000000 Penalty: 3407.862549
	Iteration 9F: 3 clusters Score -3657940 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3659225.250000 Penalty: 3407.862549
	Iteration 10F: 3 clusters Score -3659225 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3660122.000000 Penalty: 3407.862549
	Iteration 11Q: 3 clusters Score -3660122 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3660545.750000 Penalty: 3407.862549
	Iteration 12Q: 3 clusters Score -3660546 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3660784.250000 Penalty: 3407.862549
	Iteration 13Q: 3 clusters Score -3660784 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3660946.500000 Penalty: 3407.862549
	Iteration 14Q: 3 clusters Score -3660946 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3661074.000000 Penalty: 3407.862549
	Iteration 15Q: 3 clusters Score -3661074 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3661242.000000 Penalty: 3407.862549
	Iteration 16Q: 3 clusters Score -3661242 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3661423.750000 Penalty: 3407.862549
	Iteration 17Q: 3 clusters Score -3661424 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3661637.500000 Penalty: 3407.862549
	Iteration 18Q: 3 clusters Score -3661638 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3661897.000000 Penalty: 3407.862549
	Iteration 19Q: 3 clusters Score -3661897 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3662188.250000 Penalty: 3407.862549
	Iteration 20F: 3 clusters Score -3662188 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3662621.500000 Penalty: 3407.862549
	Iteration 21Q: 3 clusters Score -3662622 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3663075.000000 Penalty: 3407.862549
	Iteration 22Q: 3 clusters Score -3663075 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3663524.000000 Penalty: 3407.862549
	Iteration 23Q: 3 clusters Score -3663524 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3663984.000000 Penalty: 3407.862549
	Iteration 24Q: 3 clusters Score -3663984 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3664414.750000 Penalty: 3407.862549
	Iteration 25Q: 3 clusters Score -3664415 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3664792.750000 Penalty: 3407.862549
	Iteration 26Q: 3 clusters Score -3664793 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3665059.500000 Penalty: 3407.862549
	Iteration 27Q: 3 clusters Score -3665060 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3665253.250000 Penalty: 3407.862549
	Iteration 28Q: 3 clusters Score -3665253 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3665422.250000 Penalty: 3407.862549
	Iteration 29Q: 3 clusters Score -3665422 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3665549.750000 Penalty: 3407.862549
	Iteration 30Q: 3 clusters Score -3665550 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3665624.500000 Penalty: 3407.862549
	Iteration 31Q: 3 clusters Score -3665624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3665684.000000 Penalty: 3407.862549
	Iteration 32Q: 3 clusters Score -3665684 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3665747.750000 Penalty: 3407.862549
	Iteration 33Q: 3 clusters Score -3665748 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3665787.250000 Penalty: 3407.862549
	Iteration 34Q: 3 clusters Score -3665787 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3665828.000000 Penalty: 3407.862549
	Iteration 35Q: 3 clusters Score -3665828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3665855.750000 Penalty: 3407.862549
	Iteration 36Q: 3 clusters Score -3665856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3665866.000000 Penalty: 3407.862549
	Iteration 37Q: 3 clusters Score -3665866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3665893.500000 Penalty: 3407.862549
	Iteration 38Q: 3 clusters Score -3665894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3665911.500000 Penalty: 3407.862549
	Iteration 39Q: 3 clusters Score -3665912 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3665936.250000 Penalty: 3407.862549
	Iteration 40F: 3 clusters Score -3665936 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3665954.000000 Penalty: 3407.862549
	Iteration 41Q: 3 clusters Score -3665954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3665993.750000 Penalty: 3407.862549
	Iteration 42Q: 3 clusters Score -3665994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3665993.750000 Penalty: 3407.862549
	Iteration 43Q: 3 clusters Score -3665994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3666014.500000 Penalty: 3407.862549
	Iteration 44Q: 3 clusters Score -3666014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3666011.000000 Penalty: 3407.862549
	Iteration 45Q: 3 clusters Score -3666011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3666018.500000 Penalty: 3407.862549
	Iteration 46Q: 3 clusters Score -3666018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3666015.750000 Penalty: 3407.862549
	Iteration 47Q: 3 clusters Score -3666016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3666013.750000 Penalty: 3407.862549
	Iteration 48Q: 3 clusters Score -3666014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3666027.000000 Penalty: 3407.862549
	Iteration 49Q: 3 clusters Score -3666027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3666034.750000 Penalty: 3407.862549
	Iteration 50Q: 3 clusters Score -3666035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3666036.000000 Penalty: 3407.862549
	Iteration 51Q: 3 clusters Score -3666036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3666053.250000 Penalty: 3407.862549
	Iteration 52Q: 3 clusters Score -3666053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3666054.000000 Penalty: 3407.862549
	Iteration 53Q: 3 clusters Score -3666054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3666046.750000 Penalty: 3407.862549
	Iteration 54Q: 3 clusters Score -3666047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3666061.500000 Penalty: 3407.862549
	Iteration 55Q: 3 clusters Score -3666062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3666056.500000 Penalty: 3407.862549
	Iteration 56Q: 3 clusters Score -3666056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3666058.750000 Penalty: 3407.862549
	Iteration 57Q: 3 clusters Score -3666059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3666070.500000 Penalty: 3407.862549
	Iteration 58Q: 3 clusters Score -3666070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3666077.500000 Penalty: 3407.862549
	Iteration 59Q: 3 clusters Score -3666078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3666082.000000 Penalty: 3407.862549
	Iteration 60F: 3 clusters Score -3666082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3666079.750000 Penalty: 3407.862549
	Iteration 61Q: 3 clusters Score -3666080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3666081.500000 Penalty: 3407.862549
	Iteration 62Q: 3 clusters Score -3666082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3666082.750000 Penalty: 3407.862549
	Iteration 63Q: 3 clusters Score -3666083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3666083.000000 Penalty: 3407.862549
	Iteration 64Q: 3 clusters Score -3666083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3666095.750000 Penalty: 3407.862549
	Iteration 65Q: 3 clusters Score -3666096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3666094.250000 Penalty: 3407.862549
	Iteration 66Q: 3 clusters Score -3666094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3666095.750000 Penalty: 3407.862549
	Iteration 67Q: 3 clusters Score -3666096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3666091.250000 Penalty: 3407.862549
	Iteration 68Q: 3 clusters Score -3666091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3666096.500000 Penalty: 3407.862549
	Iteration 69Q: 3 clusters Score -3666096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3666096.000000 Penalty: 3407.862549
	Iteration 70Q: 3 clusters Score -3666096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3666096.750000 Penalty: 3407.862549
	Iteration 71Q: 3 clusters Score -3666097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3666095.500000 Penalty: 3407.862549
	Iteration 72Q: 3 clusters Score -3666096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3666095.500000 Penalty: 3407.862549
	Iteration 73F: 3 clusters Score -3666096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -125269.992188 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -125270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123814.828125 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -123814.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124271.781250 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -124271.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124500.570312 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -124500.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -124684.406250 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -124684.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -124797.726562 Penalty: 2322.188721
	Iteration 4F: 3 clusters Score -124797.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -124858.781250 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -124858.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -124903.757812 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -124903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -125004.031250 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -125004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -125064.390625 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -125064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -125103.429688 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -125103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -125122.375000 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -125122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -125133.804688 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -125133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -125136.187500 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -125136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -125139.140625 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -125139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -125142.781250 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -125142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -125146.367188 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -125146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -125149.835938 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -125149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -125150.640625 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -125150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -125189.132812 Penalty: 2322.188721
	Iteration 18F: 3 clusters Score -125189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -125242.281250 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -125242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -125245.476562 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -125245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -125249.429688 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -125249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -125250.937500 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -125250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -125250.937500 Penalty: 2322.188721
	Iteration 23F: 3 clusters Score -125250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34740 members 
Mstep: Class 6 contains 81230 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46479 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203952.000000 Penalty: 39277.449219
Iteration 119Q: 19 clusters Score -7.020395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233731 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34743 members 
Mstep: Class 6 contains 81225 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46481 members 
Mstep: Class 12 contains 15171 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35799 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203952.000000 Penalty: 39277.449219
Iteration 120F: 19 clusters Score -7.020395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 6 contains 81218 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46482 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203944.000000 Penalty: 39277.449219
Iteration 121Q: 19 clusters Score -7.020394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233738 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34746 members 
Mstep: Class 6 contains 81209 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46482 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203928.000000 Penalty: 39277.449219
Iteration 122Q: 19 clusters Score -7.020393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34745 members 
Mstep: Class 6 contains 81197 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 15181 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62793 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203912.000000 Penalty: 39277.449219
Iteration 123Q: 19 clusters Score -7.020391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233755 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 6 contains 81186 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46483 members 
Mstep: Class 12 contains 15183 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62793 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203904.000000 Penalty: 39277.449219
Iteration 124Q: 19 clusters Score -7.02039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233762 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34743 members 
Mstep: Class 6 contains 81174 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 15187 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62794 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35797 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203896.000000 Penalty: 39277.449219
Iteration 125Q: 19 clusters Score -7.02039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233764 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34740 members 
Mstep: Class 6 contains 81165 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 11 contains 46486 members 
Mstep: Class 12 contains 15192 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 62795 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203920.000000 Penalty: 39277.449219
Iteration 126Q: 19 clusters Score -7.020392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233763 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 81157 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21319 members 
Mstep: Class 11 contains 46488 members 
Mstep: Class 12 contains 15199 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 62796 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203896.000000 Penalty: 39277.449219
Iteration 127Q: 19 clusters Score -7.02039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233756 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34737 members 
Mstep: Class 6 contains 81154 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21320 members 
Mstep: Class 11 contains 46493 members 
Mstep: Class 12 contains 15204 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62798 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203848.000000 Penalty: 39277.449219
Iteration 128Q: 19 clusters Score -7.020385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233746 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34736 members 
Mstep: Class 6 contains 81148 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 11 contains 46496 members 
Mstep: Class 12 contains 15214 members 
Mstep: Class 13 contains 30315 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62799 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35798 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203864.000000 Penalty: 39277.449219
Iteration 129Q: 19 clusters Score -7.020386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233734 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34734 members 
Mstep: Class 6 contains 81142 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 11 contains 46499 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 30317 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35800 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203848.000000 Penalty: 39277.449219
Iteration 130Q: 19 clusters Score -7.020385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233723 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34732 members 
Mstep: Class 6 contains 81138 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 11 contains 46502 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 30318 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 131Q: 19 clusters Score -7.020382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233715 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34729 members 
Mstep: Class 6 contains 81137 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 11 contains 46503 members 
Mstep: Class 12 contains 15242 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62801 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 132Q: 19 clusters Score -7.020383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34731 members 
Mstep: Class 6 contains 81133 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45659 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 11 contains 46503 members 
Mstep: Class 12 contains 15246 members 
Mstep: Class 13 contains 30326 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 133Q: 19 clusters Score -7.020383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233701 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 81128 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 21322 members 
Mstep: Class 11 contains 46503 members 
Mstep: Class 12 contains 15252 members 
Mstep: Class 13 contains 30334 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51469 members 
Mstep: Class 17 contains 62801 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 134Q: 19 clusters Score -7.020383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233695 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34729 members 
Mstep: Class 6 contains 81127 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46503 members 
Mstep: Class 12 contains 15260 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62799 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 135Q: 19 clusters Score -7.020382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233686 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34729 members 
Mstep: Class 6 contains 81126 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46505 members 
Mstep: Class 12 contains 15264 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203840.000000 Penalty: 39277.449219
Iteration 136Q: 19 clusters Score -7.020384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233683 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81122 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46507 members 
Mstep: Class 12 contains 15270 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62801 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 137Q: 19 clusters Score -7.020382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233685 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81118 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62801 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203792.000000 Penalty: 39277.449219
Iteration 138Q: 19 clusters Score -7.020379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233687 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81114 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 139Q: 19 clusters Score -7.020381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233686 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81113 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62804 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203776.000000 Penalty: 39277.449219
Iteration 140F: 19 clusters Score -7.020378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233689 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81111 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 141Q: 19 clusters Score -7.020382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233691 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81109 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 142Q: 19 clusters Score -7.020381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233694 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81107 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46507 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 143Q: 19 clusters Score -7.020381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233694 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81106 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 11 contains 46507 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203800.000000 Penalty: 39277.449219
Iteration 144Q: 19 clusters Score -7.02038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233693 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81105 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21324 members 
Mstep: Class 11 contains 46507 members 
Mstep: Class 12 contains 15275 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203800.000000 Penalty: 39277.449219
Iteration 145Q: 19 clusters Score -7.02038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233691 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81106 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21325 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 15276 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203792.000000 Penalty: 39277.449219
Iteration 146Q: 19 clusters Score -7.020379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233692 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81106 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 30337 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203792.000000 Penalty: 39277.449219
Iteration 147Q: 19 clusters Score -7.020379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233694 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81106 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 15279 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35800 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203784.000000 Penalty: 39277.449219
Iteration 148Q: 19 clusters Score -7.020378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233689 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81106 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45659 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 30334 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35801 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203768.000000 Penalty: 39277.449219
Iteration 149Q: 19 clusters Score -7.020377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233680 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 81107 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21327 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 13 contains 30335 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35803 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203768.000000 Penalty: 39277.449219
Iteration 150Q: 19 clusters Score -7.020377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233671 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 81104 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 21328 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 17 contains 62803 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203768.000000 Penalty: 39277.449219
Iteration 151Q: 19 clusters Score -7.020377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233659 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 81103 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 21333 members 
Mstep: Class 11 contains 46513 members 
Mstep: Class 12 contains 15306 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 17 contains 62802 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203776.000000 Penalty: 39277.449219
Iteration 152Q: 19 clusters Score -7.020378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233648 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34722 members 
Mstep: Class 6 contains 81099 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45655 members 
Mstep: Class 9 contains 21336 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 12 contains 15311 members 
Mstep: Class 13 contains 30340 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 17 contains 62804 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203784.000000 Penalty: 39277.449219
Iteration 153Q: 19 clusters Score -7.020378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233649 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34721 members 
Mstep: Class 6 contains 81094 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46517 members 
Mstep: Class 12 contains 15313 members 
Mstep: Class 13 contains 30342 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62805 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 154Q: 19 clusters Score -7.020381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233649 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 81084 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46519 members 
Mstep: Class 12 contains 15313 members 
Mstep: Class 13 contains 30345 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203800.000000 Penalty: 39277.449219
Iteration 155Q: 19 clusters Score -7.02038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233647 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34724 members 
Mstep: Class 6 contains 81078 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46519 members 
Mstep: Class 12 contains 15314 members 
Mstep: Class 13 contains 30348 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 62810 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 156Q: 19 clusters Score -7.020382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233644 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 81074 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46519 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 30348 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 62810 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 157Q: 19 clusters Score -7.020382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233639 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81072 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46520 members 
Mstep: Class 12 contains 15325 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62809 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203848.000000 Penalty: 39277.449219
Iteration 158Q: 19 clusters Score -7.020385e+07 nChanged 12
Entering ConstructFrom: 
Score: -70203848.000000 Penalty: 39277.449219
Entering ConstructFrom: 
Trying to split cluster 1 (233632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233632 members 
Entering Unmasked Estep 
Score: -24507416.000000 Penalty: 2008.744141
	Iteration 0F: 2 clusters Score -2.450742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -24360714.000000 Penalty: 4017.488281
	Iteration 0F: 3 clusters Score -2.436071e+07 nChanged 113537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -24427788.000000 Penalty: 4017.488281
	Iteration 1F: 3 clusters Score -2.442779e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -24429054.000000 Penalty: 4017.488281
	Iteration 2Q: 3 clusters Score -2.442905e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 130096 members 
Entering Unmasked Estep 
Score: -24431116.000000 Penalty: 4017.488281
	Iteration 3Q: 3 clusters Score -2.443112e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -24434608.000000 Penalty: 4017.488281
	Iteration 4Q: 3 clusters Score -2.443461e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 147149 members 
Entering Unmasked Estep 
Score: -24440772.000000 Penalty: 4017.488281
	Iteration 5Q: 3 clusters Score -2.444077e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -24451230.000000 Penalty: 4017.488281
	Iteration 6F: 3 clusters Score -2.445123e+07 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -24465164.000000 Penalty: 4017.488281
	Iteration 7F: 3 clusters Score -2.446516e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 186303 members 
Entering Unmasked Estep 
Score: -24478284.000000 Penalty: 4017.488281
	Iteration 8F: 3 clusters Score -2.447828e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -24486630.000000 Penalty: 4017.488281
	Iteration 9Q: 3 clusters Score -2.448663e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 199719 members 
Entering Unmasked Estep 
Score: -24490552.000000 Penalty: 4017.488281
	Iteration 10Q: 3 clusters Score -2.449055e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 204206 members 
Entering Unmasked Estep 
Score: -24492904.000000 Penalty: 4017.488281
	Iteration 11Q: 3 clusters Score -2.44929e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 208220 members 
Entering Unmasked Estep 
Score: -24494846.000000 Penalty: 4017.488281
	Iteration 12Q: 3 clusters Score -2.449485e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 211894 members 
Entering Unmasked Estep 
Score: -24496082.000000 Penalty: 4017.488281
	Iteration 13Q: 3 clusters Score -2.449608e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 215224 members 
Entering Unmasked Estep 
Score: -24497306.000000 Penalty: 4017.488281
	Iteration 14Q: 3 clusters Score -2.449731e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 218225 members 
Entering Unmasked Estep 
Score: -24498406.000000 Penalty: 4017.488281
	Iteration 15Q: 3 clusters Score -2.449841e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 220954 members 
Entering Unmasked Estep 
Score: -24499498.000000 Penalty: 4017.488281
	Iteration 16Q: 3 clusters Score -2.44995e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 223296 members 
Entering Unmasked Estep 
Score: -24500568.000000 Penalty: 4017.488281
	Iteration 17Q: 3 clusters Score -2.450057e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 225263 members 
Entering Unmasked Estep 
Score: -24501434.000000 Penalty: 4017.488281
	Iteration 18Q: 3 clusters Score -2.450143e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 226968 members 
Entering Unmasked Estep 
Score: -24502216.000000 Penalty: 4017.488281
	Iteration 19Q: 3 clusters Score -2.450222e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 228364 members 
Entering Unmasked Estep 
Score: -24502850.000000 Penalty: 4017.488281
	Iteration 20F: 3 clusters Score -2.450285e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 229518 members 
Entering Unmasked Estep 
Score: -24503394.000000 Penalty: 4017.488281
	Iteration 21Q: 3 clusters Score -2.450339e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 230444 members 
Entering Unmasked Estep 
Score: -24503892.000000 Penalty: 4017.488281
	Iteration 22Q: 3 clusters Score -2.450389e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 231176 members 
Entering Unmasked Estep 
Score: -24504428.000000 Penalty: 4017.488281
	Iteration 23Q: 3 clusters Score -2.450443e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 231744 members 
Entering Unmasked Estep 
Score: -24504652.000000 Penalty: 4017.488281
	Iteration 24Q: 3 clusters Score -2.450465e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 232148 members 
Entering Unmasked Estep 
Score: -24504826.000000 Penalty: 4017.488281
	Iteration 25Q: 3 clusters Score -2.450483e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 232447 members 
Entering Unmasked Estep 
Score: -24505020.000000 Penalty: 4017.488281
	Iteration 26Q: 3 clusters Score -2.450502e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 232668 members 
Entering Unmasked Estep 
Score: -24505186.000000 Penalty: 4017.488281
	Iteration 27Q: 3 clusters Score -2.450519e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 232818 members 
Entering Unmasked Estep 
Score: -24505252.000000 Penalty: 4017.488281
	Iteration 28Q: 3 clusters Score -2.450525e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 232913 members 
Entering Unmasked Estep 
Score: -24505402.000000 Penalty: 4017.488281
	Iteration 29Q: 3 clusters Score -2.45054e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 232996 members 
Entering Unmasked Estep 
Score: -24505494.000000 Penalty: 4017.488281
	Iteration 30Q: 3 clusters Score -2.450549e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 233054 members 
Entering Unmasked Estep 
Score: -24505574.000000 Penalty: 4017.488281
	Iteration 31Q: 3 clusters Score -2.450557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 233101 members 
Entering Unmasked Estep 
Score: -24505600.000000 Penalty: 4017.488281
	Iteration 32Q: 3 clusters Score -2.45056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 233133 members 
Entering Unmasked Estep 
Score: -24505638.000000 Penalty: 4017.488281
	Iteration 33Q: 3 clusters Score -2.450564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 233168 members 
Entering Unmasked Estep 
Score: -24505650.000000 Penalty: 4017.488281
	Iteration 34Q: 3 clusters Score -2.450565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 233190 members 
Entering Unmasked Estep 
Score: -24505674.000000 Penalty: 4017.488281
	Iteration 35Q: 3 clusters Score -2.450567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233203 members 
Entering Unmasked Estep 
Score: -24505652.000000 Penalty: 4017.488281
	Iteration 36Q: 3 clusters Score -2.450565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 233211 members 
Entering Unmasked Estep 
Score: -24505678.000000 Penalty: 4017.488281
	Iteration 37Q: 3 clusters Score -2.450568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 233222 members 
Entering Unmasked Estep 
Score: -24505688.000000 Penalty: 4017.488281
	Iteration 38Q: 3 clusters Score -2.450569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233231 members 
Entering Unmasked Estep 
Score: -24505686.000000 Penalty: 4017.488281
	Iteration 39Q: 3 clusters Score -2.450569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 233236 members 
Entering Unmasked Estep 
Score: -24505678.000000 Penalty: 4017.488281
	Iteration 40F: 3 clusters Score -2.450568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 233240 members 
Entering Unmasked Estep 
Score: -24505672.000000 Penalty: 4017.488281
	Iteration 41Q: 3 clusters Score -2.450567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 233248 members 
Entering Unmasked Estep 
Score: -24505684.000000 Penalty: 4017.488281
	Iteration 42Q: 3 clusters Score -2.450568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 233254 members 
Entering Unmasked Estep 
Score: -24505692.000000 Penalty: 4017.488281
	Iteration 43Q: 3 clusters Score -2.450569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233259 members 
Entering Unmasked Estep 
Score: -24505706.000000 Penalty: 4017.488281
	Iteration 44Q: 3 clusters Score -2.450571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233267 members 
Entering Unmasked Estep 
Score: -24505698.000000 Penalty: 4017.488281
	Iteration 45Q: 3 clusters Score -2.45057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 233273 members 
Entering Unmasked Estep 
Score: -24505694.000000 Penalty: 4017.488281
	Iteration 46Q: 3 clusters Score -2.450569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 233275 members 
Entering Unmasked Estep 
Score: -24505694.000000 Penalty: 4017.488281
	Iteration 47Q: 3 clusters Score -2.450569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233276 members 
Entering Unmasked Estep 
Score: -24505698.000000 Penalty: 4017.488281
	Iteration 48Q: 3 clusters Score -2.45057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 233277 members 
Entering Unmasked Estep 
Score: -24505698.000000 Penalty: 4017.488281
	Iteration 49Q: 3 clusters Score -2.45057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 233278 members 
Entering Unmasked Estep 
Score: -24505696.000000 Penalty: 4017.488281
	Iteration 50Q: 3 clusters Score -2.45057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 233278 members 
Entering Unmasked Estep 
Score: -24505696.000000 Penalty: 4017.488281
	Iteration 51F: 3 clusters Score -2.45057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -370108.000000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -370108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -367081.187500 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -367081.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -367880.062500 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -367880.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -368048.437500 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -368048.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -368142.406250 Penalty: 2655.861572
	Iteration 3Q: 3 clusters Score -368142.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -368226.656250 Penalty: 2655.861572
	Iteration 4Q: 3 clusters Score -368226.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -368304.906250 Penalty: 2655.861572
	Iteration 5Q: 3 clusters Score -368304.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -368369.468750 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -368369.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -368431.125000 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -368431.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -368491.093750 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -368491.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -368543.718750 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -368543.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -368597.656250 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -368597.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -368654.687500 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -368654.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -368707.500000 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -368707.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -368746.218750 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -368746.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -368773.156250 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -368773.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -368792.718750 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -368792.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -368814.375000 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -368814.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -368833.531250 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -368833.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -368850.625000 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -368850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -368862.718750 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -368862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -368877.375000 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -368877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -368885.781250 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -368885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -368888.437500 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -368888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -368893.250000 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -368893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -368898.562500 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -368898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -368905.281250 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -368905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -368913.687500 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -368913.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -368921.750000 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -368921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -368930.906250 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -368930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -368936.437500 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -368936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -368944.500000 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -368944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -368955.343750 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -368955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -368964.125000 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -368964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -368968.281250 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -368968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -368971.437500 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -368971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -368974.187500 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -368974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -368976.156250 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -368976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -368977.937500 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -368977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -368981.718750 Penalty: 2655.861572
	Iteration 38Q: 3 clusters Score -368981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -368988.250000 Penalty: 2655.861572
	Iteration 39Q: 3 clusters Score -368988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -368990.468750 Penalty: 2655.861572
	Iteration 40F: 3 clusters Score -368990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -368991.562500 Penalty: 2655.861572
	Iteration 41Q: 3 clusters Score -368991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -368993.781250 Penalty: 2655.861572
	Iteration 42Q: 3 clusters Score -368993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -368995.250000 Penalty: 2655.861572
	Iteration 43Q: 3 clusters Score -368995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -368996.125000 Penalty: 2655.861572
	Iteration 44Q: 3 clusters Score -368996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -368996.781250 Penalty: 2655.861572
	Iteration 45Q: 3 clusters Score -368996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -368997.875000 Penalty: 2655.861572
	Iteration 46Q: 3 clusters Score -368997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -368999.812500 Penalty: 2655.861572
	Iteration 47Q: 3 clusters Score -368999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -369002.625000 Penalty: 2655.861572
	Iteration 48Q: 3 clusters Score -369002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -369003.062500 Penalty: 2655.861572
	Iteration 49Q: 3 clusters Score -369003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -369002.937500 Penalty: 2655.861572
	Iteration 50Q: 3 clusters Score -369002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -369004.906250 Penalty: 2655.861572
	Iteration 51Q: 3 clusters Score -369004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -369006.687500 Penalty: 2655.861572
	Iteration 52Q: 3 clusters Score -369006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -369007.937500 Penalty: 2655.861572
	Iteration 53Q: 3 clusters Score -369007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -369008.562500 Penalty: 2655.861572
	Iteration 54Q: 3 clusters Score -369008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -369008.593750 Penalty: 2655.861572
	Iteration 55Q: 3 clusters Score -369008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -369009.281250 Penalty: 2655.861572
	Iteration 56Q: 3 clusters Score -369009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -369010.843750 Penalty: 2655.861572
	Iteration 57Q: 3 clusters Score -369010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -369011.156250 Penalty: 2655.861572
	Iteration 58Q: 3 clusters Score -369011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -369011.812500 Penalty: 2655.861572
	Iteration 59Q: 3 clusters Score -369011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -369011.812500 Penalty: 2655.861572
	Iteration 60F: 3 clusters Score -369011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -24539.837891 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -24539.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23746.011719 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -23746.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23907.726562 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -23907.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23965.830078 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -23965.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24021.593750 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -24021.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24051.539062 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -24051.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24084.802734 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -24084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24115.796875 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -24115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24183.513672 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -24183.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24196.597656 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -24196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24200.205078 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -24200.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24204.501953 Penalty: 1869.586060
	Iteration 10Q: 3 clusters Score -24204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24204.501953 Penalty: 1869.586060
	Iteration 11F: 3 clusters Score -24204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Entering Unmasked Estep 
Score: -3710227.750000 Penalty: 1698.981812
	Iteration 0F: 2 clusters Score -3710228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3686981.000000 Penalty: 3397.963623
	Iteration 0F: 3 clusters Score -3686981 nChanged 16084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3695859.500000 Penalty: 3397.963623
	Iteration 1F: 3 clusters Score -3695860 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3696407.500000 Penalty: 3397.963623
	Iteration 2Q: 3 clusters Score -3696408 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3697138.000000 Penalty: 3397.963623
	Iteration 3Q: 3 clusters Score -3697138 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3698161.750000 Penalty: 3397.963623
	Iteration 4F: 3 clusters Score -3698162 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3699489.000000 Penalty: 3397.963623
	Iteration 5F: 3 clusters Score -3699489 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3700994.750000 Penalty: 3397.963623
	Iteration 6F: 3 clusters Score -3700995 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3702659.750000 Penalty: 3397.963623
	Iteration 7F: 3 clusters Score -3702660 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3704182.750000 Penalty: 3397.963623
	Iteration 8F: 3 clusters Score -3704183 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3705316.500000 Penalty: 3397.963623
	Iteration 9Q: 3 clusters Score -3705316 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3705979.500000 Penalty: 3397.963623
	Iteration 10Q: 3 clusters Score -3705980 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3706339.250000 Penalty: 3397.963623
	Iteration 11Q: 3 clusters Score -3706339 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3706638.500000 Penalty: 3397.963623
	Iteration 12Q: 3 clusters Score -3706638 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3706845.750000 Penalty: 3397.963623
	Iteration 13Q: 3 clusters Score -3706846 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3707010.000000 Penalty: 3397.963623
	Iteration 14Q: 3 clusters Score -3707010 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3707171.000000 Penalty: 3397.963623
	Iteration 15Q: 3 clusters Score -3707171 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3707298.250000 Penalty: 3397.963623
	Iteration 16Q: 3 clusters Score -3707298 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3707407.000000 Penalty: 3397.963623
	Iteration 17Q: 3 clusters Score -3707407 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3707510.750000 Penalty: 3397.963623
	Iteration 18Q: 3 clusters Score -3707511 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3707628.500000 Penalty: 3397.963623
	Iteration 19Q: 3 clusters Score -3707628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3707733.000000 Penalty: 3397.963623
	Iteration 20F: 3 clusters Score -3707733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3707825.250000 Penalty: 3397.963623
	Iteration 21Q: 3 clusters Score -3707825 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3707920.750000 Penalty: 3397.963623
	Iteration 22Q: 3 clusters Score -3707921 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3708025.750000 Penalty: 3397.963623
	Iteration 23Q: 3 clusters Score -3708026 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3708129.750000 Penalty: 3397.963623
	Iteration 24Q: 3 clusters Score -3708130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3708239.000000 Penalty: 3397.963623
	Iteration 25Q: 3 clusters Score -3708239 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3708316.500000 Penalty: 3397.963623
	Iteration 26Q: 3 clusters Score -3708316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3708393.000000 Penalty: 3397.963623
	Iteration 27Q: 3 clusters Score -3708393 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3708482.500000 Penalty: 3397.963623
	Iteration 28Q: 3 clusters Score -3708482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3708528.000000 Penalty: 3397.963623
	Iteration 29Q: 3 clusters Score -3708528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3708574.500000 Penalty: 3397.963623
	Iteration 30Q: 3 clusters Score -3708574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3708618.500000 Penalty: 3397.963623
	Iteration 31Q: 3 clusters Score -3708618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3708642.250000 Penalty: 3397.963623
	Iteration 32Q: 3 clusters Score -3708642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3708670.000000 Penalty: 3397.963623
	Iteration 33Q: 3 clusters Score -3708670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3708689.250000 Penalty: 3397.963623
	Iteration 34Q: 3 clusters Score -3708689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3708707.000000 Penalty: 3397.963623
	Iteration 35Q: 3 clusters Score -3708707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3708721.500000 Penalty: 3397.963623
	Iteration 36Q: 3 clusters Score -3708722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3708735.750000 Penalty: 3397.963623
	Iteration 37Q: 3 clusters Score -3708736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3708755.500000 Penalty: 3397.963623
	Iteration 38Q: 3 clusters Score -3708756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3708761.000000 Penalty: 3397.963623
	Iteration 39Q: 3 clusters Score -3708761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3708768.250000 Penalty: 3397.963623
	Iteration 40F: 3 clusters Score -3708768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3708773.750000 Penalty: 3397.963623
	Iteration 41Q: 3 clusters Score -3708774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3708773.500000 Penalty: 3397.963623
	Iteration 42Q: 3 clusters Score -3708774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3708780.000000 Penalty: 3397.963623
	Iteration 43Q: 3 clusters Score -3708780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3708782.750000 Penalty: 3397.963623
	Iteration 44Q: 3 clusters Score -3708783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3708786.250000 Penalty: 3397.963623
	Iteration 45Q: 3 clusters Score -3708786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3708785.250000 Penalty: 3397.963623
	Iteration 46Q: 3 clusters Score -3708785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3708788.000000 Penalty: 3397.963623
	Iteration 47Q: 3 clusters Score -3708788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3708786.500000 Penalty: 3397.963623
	Iteration 48Q: 3 clusters Score -3708786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3708787.750000 Penalty: 3397.963623
	Iteration 49Q: 3 clusters Score -3708788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3708789.000000 Penalty: 3397.963623
	Iteration 50Q: 3 clusters Score -3708789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3708791.250000 Penalty: 3397.963623
	Iteration 51Q: 3 clusters Score -3708791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3708796.500000 Penalty: 3397.963623
	Iteration 52Q: 3 clusters Score -3708796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3708797.500000 Penalty: 3397.963623
	Iteration 53Q: 3 clusters Score -3708798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3708798.250000 Penalty: 3397.963623
	Iteration 54Q: 3 clusters Score -3708798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3708804.500000 Penalty: 3397.963623
	Iteration 55Q: 3 clusters Score -3708804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3708805.500000 Penalty: 3397.963623
	Iteration 56Q: 3 clusters Score -3708806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3708810.750000 Penalty: 3397.963623
	Iteration 57Q: 3 clusters Score -3708811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3708810.750000 Penalty: 3397.963623
	Iteration 58Q: 3 clusters Score -3708811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3708809.250000 Penalty: 3397.963623
	Iteration 59Q: 3 clusters Score -3708809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3708808.250000 Penalty: 3397.963623
	Iteration 60F: 3 clusters Score -3708808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3708813.000000 Penalty: 3397.963623
	Iteration 61Q: 3 clusters Score -3708813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3708812.250000 Penalty: 3397.963623
	Iteration 62Q: 3 clusters Score -3708812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3708817.250000 Penalty: 3397.963623
	Iteration 63Q: 3 clusters Score -3708817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3708823.500000 Penalty: 3397.963623
	Iteration 64Q: 3 clusters Score -3708824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3708823.500000 Penalty: 3397.963623
	Iteration 65Q: 3 clusters Score -3708824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3708824.000000 Penalty: 3397.963623
	Iteration 66Q: 3 clusters Score -3708824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3708824.500000 Penalty: 3397.963623
	Iteration 67Q: 3 clusters Score -3708824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3708824.500000 Penalty: 3397.963623
	Iteration 68F: 3 clusters Score -3708824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Entering Unmasked Estep 
Score: -8582549.000000 Penalty: 1836.752563
	Iteration 0F: 2 clusters Score -8582549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -8528651.000000 Penalty: 3673.505127
	Iteration 0F: 3 clusters Score -8528651 nChanged 38487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -8550871.000000 Penalty: 3673.505127
	Iteration 1F: 3 clusters Score -8550871 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8551456.000000 Penalty: 3673.505127
	Iteration 2Q: 3 clusters Score -8551456 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8552148.000000 Penalty: 3673.505127
	Iteration 3Q: 3 clusters Score -8552148 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8553036.000000 Penalty: 3673.505127
	Iteration 4Q: 3 clusters Score -8553036 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -8554310.000000 Penalty: 3673.505127
	Iteration 5Q: 3 clusters Score -8554310 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -8556406.000000 Penalty: 3673.505127
	Iteration 6Q: 3 clusters Score -8556406 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -8559717.000000 Penalty: 3673.505127
	Iteration 7F: 3 clusters Score -8559717 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -8563659.000000 Penalty: 3673.505127
	Iteration 8F: 3 clusters Score -8563659 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -8566874.000000 Penalty: 3673.505127
	Iteration 9F: 3 clusters Score -8566874 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -8568577.000000 Penalty: 3673.505127
	Iteration 10Q: 3 clusters Score -8568577 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -8569351.000000 Penalty: 3673.505127
	Iteration 11Q: 3 clusters Score -8569351 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -8569887.000000 Penalty: 3673.505127
	Iteration 12Q: 3 clusters Score -8569887 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -8570559.000000 Penalty: 3673.505127
	Iteration 13Q: 3 clusters Score -8570559 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -8571372.000000 Penalty: 3673.505127
	Iteration 14Q: 3 clusters Score -8571372 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -8572254.000000 Penalty: 3673.505127
	Iteration 15Q: 3 clusters Score -8572254 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8573148.000000 Penalty: 3673.505127
	Iteration 16Q: 3 clusters Score -8573148 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -8574116.000000 Penalty: 3673.505127
	Iteration 17Q: 3 clusters Score -8574116 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -8574970.000000 Penalty: 3673.505127
	Iteration 18Q: 3 clusters Score -8574970 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -8575689.000000 Penalty: 3673.505127
	Iteration 19Q: 3 clusters Score -8575689 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -8576247.000000 Penalty: 3673.505127
	Iteration 20F: 3 clusters Score -8576247 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8576644.000000 Penalty: 3673.505127
	Iteration 21Q: 3 clusters Score -8576644 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8576998.000000 Penalty: 3673.505127
	Iteration 22Q: 3 clusters Score -8576998 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -8577370.000000 Penalty: 3673.505127
	Iteration 23Q: 3 clusters Score -8577370 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -8577744.000000 Penalty: 3673.505127
	Iteration 24Q: 3 clusters Score -8577744 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8578139.000000 Penalty: 3673.505127
	Iteration 25Q: 3 clusters Score -8578139 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -8578558.000000 Penalty: 3673.505127
	Iteration 26Q: 3 clusters Score -8578558 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -8578973.000000 Penalty: 3673.505127
	Iteration 27Q: 3 clusters Score -8578973 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -8579368.000000 Penalty: 3673.505127
	Iteration 28Q: 3 clusters Score -8579368 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -8579741.000000 Penalty: 3673.505127
	Iteration 29Q: 3 clusters Score -8579741 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -8580065.000000 Penalty: 3673.505127
	Iteration 30Q: 3 clusters Score -8580065 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -8580276.000000 Penalty: 3673.505127
	Iteration 31Q: 3 clusters Score -8580276 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -8580435.000000 Penalty: 3673.505127
	Iteration 32Q: 3 clusters Score -8580435 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -8580613.000000 Penalty: 3673.505127
	Iteration 33Q: 3 clusters Score -8580613 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -8580742.000000 Penalty: 3673.505127
	Iteration 34Q: 3 clusters Score -8580742 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -8580888.000000 Penalty: 3673.505127
	Iteration 35Q: 3 clusters Score -8580888 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -8580947.000000 Penalty: 3673.505127
	Iteration 36Q: 3 clusters Score -8580947 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -8581033.000000 Penalty: 3673.505127
	Iteration 37Q: 3 clusters Score -8581033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -8581099.000000 Penalty: 3673.505127
	Iteration 38Q: 3 clusters Score -8581099 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -8581167.000000 Penalty: 3673.505127
	Iteration 39Q: 3 clusters Score -8581167 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -8581185.000000 Penalty: 3673.505127
	Iteration 40F: 3 clusters Score -8581185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -8581236.000000 Penalty: 3673.505127
	Iteration 41Q: 3 clusters Score -8581236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -8581255.000000 Penalty: 3673.505127
	Iteration 42Q: 3 clusters Score -8581255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -8581266.000000 Penalty: 3673.505127
	Iteration 43Q: 3 clusters Score -8581266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -8581289.000000 Penalty: 3673.505127
	Iteration 44Q: 3 clusters Score -8581289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -8581292.000000 Penalty: 3673.505127
	Iteration 45Q: 3 clusters Score -8581292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -8581312.000000 Penalty: 3673.505127
	Iteration 46Q: 3 clusters Score -8581312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -8581315.000000 Penalty: 3673.505127
	Iteration 47Q: 3 clusters Score -8581315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -8581313.000000 Penalty: 3673.505127
	Iteration 48Q: 3 clusters Score -8581313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -8581309.000000 Penalty: 3673.505127
	Iteration 49Q: 3 clusters Score -8581309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -8581309.000000 Penalty: 3673.505127
	Iteration 50Q: 3 clusters Score -8581309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -8581312.000000 Penalty: 3673.505127
	Iteration 51Q: 3 clusters Score -8581312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -8581307.000000 Penalty: 3673.505127
	Iteration 52Q: 3 clusters Score -8581307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -8581299.000000 Penalty: 3673.505127
	Iteration 53Q: 3 clusters Score -8581299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -8581293.000000 Penalty: 3673.505127
	Iteration 54Q: 3 clusters Score -8581293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -8581296.000000 Penalty: 3673.505127
	Iteration 55Q: 3 clusters Score -8581296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -8581299.000000 Penalty: 3673.505127
	Iteration 56Q: 3 clusters Score -8581299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -8581307.000000 Penalty: 3673.505127
	Iteration 57Q: 3 clusters Score -8581307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -8581305.000000 Penalty: 3673.505127
	Iteration 58Q: 3 clusters Score -8581305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -8581309.000000 Penalty: 3673.505127
	Iteration 59Q: 3 clusters Score -8581309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -8581317.000000 Penalty: 3673.505127
	Iteration 60F: 3 clusters Score -8581317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -8581314.000000 Penalty: 3673.505127
	Iteration 61Q: 3 clusters Score -8581314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -8581319.000000 Penalty: 3673.505127
	Iteration 62Q: 3 clusters Score -8581319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -8581313.000000 Penalty: 3673.505127
	Iteration 63Q: 3 clusters Score -8581313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -8581315.000000 Penalty: 3673.505127
	Iteration 64Q: 3 clusters Score -8581315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -8581318.000000 Penalty: 3673.505127
	Iteration 65Q: 3 clusters Score -8581318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -8581321.000000 Penalty: 3673.505127
	Iteration 66Q: 3 clusters Score -8581321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -8581322.000000 Penalty: 3673.505127
	Iteration 67Q: 3 clusters Score -8581322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -8581323.000000 Penalty: 3673.505127
	Iteration 68Q: 3 clusters Score -8581323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -8581325.000000 Penalty: 3673.505127
	Iteration 69Q: 3 clusters Score -8581325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -8581333.000000 Penalty: 3673.505127
	Iteration 70Q: 3 clusters Score -8581333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -8581323.000000 Penalty: 3673.505127
	Iteration 71Q: 3 clusters Score -8581323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -8581321.000000 Penalty: 3673.505127
	Iteration 72Q: 3 clusters Score -8581321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -8581325.000000 Penalty: 3673.505127
	Iteration 73Q: 3 clusters Score -8581325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -8581326.000000 Penalty: 3673.505127
	Iteration 74Q: 3 clusters Score -8581326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -8581332.000000 Penalty: 3673.505127
	Iteration 75Q: 3 clusters Score -8581332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -8581331.000000 Penalty: 3673.505127
	Iteration 76Q: 3 clusters Score -8581331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -8581330.000000 Penalty: 3673.505127
	Iteration 77Q: 3 clusters Score -8581330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -8581326.000000 Penalty: 3673.505127
	Iteration 78Q: 3 clusters Score -8581326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -8581321.000000 Penalty: 3673.505127
	Iteration 79Q: 3 clusters Score -8581321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -8581327.000000 Penalty: 3673.505127
	Iteration 80F: 3 clusters Score -8581327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -8581327.000000 Penalty: 3673.505127
	Iteration 81Q: 3 clusters Score -8581327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -8581330.000000 Penalty: 3673.505127
	Iteration 82Q: 3 clusters Score -8581330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -8581323.000000 Penalty: 3673.505127
	Iteration 83Q: 3 clusters Score -8581323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -8581324.000000 Penalty: 3673.505127
	Iteration 84Q: 3 clusters Score -8581324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -8581327.000000 Penalty: 3673.505127
	Iteration 85Q: 3 clusters Score -8581327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -8581332.000000 Penalty: 3673.505127
	Iteration 86Q: 3 clusters Score -8581332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -8581330.000000 Penalty: 3673.505127
	Iteration 87Q: 3 clusters Score -8581330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -8581327.000000 Penalty: 3673.505127
	Iteration 88Q: 3 clusters Score -8581327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -8581323.000000 Penalty: 3673.505127
	Iteration 89Q: 3 clusters Score -8581323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -8581326.000000 Penalty: 3673.505127
	Iteration 90Q: 3 clusters Score -8581326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -8581326.000000 Penalty: 3673.505127
	Iteration 91F: 3 clusters Score -8581326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -793098.250000 Penalty: 1456.096924
	Iteration 0F: 2 clusters Score -793098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -787389.500000 Penalty: 2912.193848
	Iteration 0F: 3 clusters Score -787389.5 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -789154.125000 Penalty: 2912.193848
	Iteration 1F: 3 clusters Score -789154.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -789568.812500 Penalty: 2912.193848
	Iteration 2F: 3 clusters Score -789568.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -790033.937500 Penalty: 2912.193848
	Iteration 3F: 3 clusters Score -790033.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -790483.500000 Penalty: 2912.193848
	Iteration 4F: 3 clusters Score -790483.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -790881.562500 Penalty: 2912.193848
	Iteration 5F: 3 clusters Score -790881.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -791181.750000 Penalty: 2912.193848
	Iteration 6F: 3 clusters Score -791181.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -791405.812500 Penalty: 2912.193848
	Iteration 7F: 3 clusters Score -791405.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -791573.062500 Penalty: 2912.193848
	Iteration 8Q: 3 clusters Score -791573.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -791710.562500 Penalty: 2912.193848
	Iteration 9Q: 3 clusters Score -791710.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -791815.937500 Penalty: 2912.193848
	Iteration 10Q: 3 clusters Score -791815.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -791885.000000 Penalty: 2912.193848
	Iteration 11Q: 3 clusters Score -791885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -791941.562500 Penalty: 2912.193848
	Iteration 12Q: 3 clusters Score -791941.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -791984.187500 Penalty: 2912.193848
	Iteration 13Q: 3 clusters Score -791984.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -792007.375000 Penalty: 2912.193848
	Iteration 14Q: 3 clusters Score -792007.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -792030.875000 Penalty: 2912.193848
	Iteration 15Q: 3 clusters Score -792030.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -792043.062500 Penalty: 2912.193848
	Iteration 16Q: 3 clusters Score -792043.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -792052.000000 Penalty: 2912.193848
	Iteration 17Q: 3 clusters Score -792052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -792056.687500 Penalty: 2912.193848
	Iteration 18Q: 3 clusters Score -792056.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -792065.625000 Penalty: 2912.193848
	Iteration 19Q: 3 clusters Score -792065.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -792068.750000 Penalty: 2912.193848
	Iteration 20F: 3 clusters Score -792068.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -792071.625000 Penalty: 2912.193848
	Iteration 21Q: 3 clusters Score -792071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -792076.687500 Penalty: 2912.193848
	Iteration 22Q: 3 clusters Score -792076.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -792081.875000 Penalty: 2912.193848
	Iteration 23Q: 3 clusters Score -792081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -792083.125000 Penalty: 2912.193848
	Iteration 24Q: 3 clusters Score -792083.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -792087.000000 Penalty: 2912.193848
	Iteration 25Q: 3 clusters Score -792087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -792087.437500 Penalty: 2912.193848
	Iteration 26Q: 3 clusters Score -792087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -792090.312500 Penalty: 2912.193848
	Iteration 27Q: 3 clusters Score -792090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -792089.375000 Penalty: 2912.193848
	Iteration 28Q: 3 clusters Score -792089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -792088.625000 Penalty: 2912.193848
	Iteration 29Q: 3 clusters Score -792088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -792089.125000 Penalty: 2912.193848
	Iteration 30Q: 3 clusters Score -792089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -792088.875000 Penalty: 2912.193848
	Iteration 31Q: 3 clusters Score -792088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -792088.875000 Penalty: 2912.193848
	Iteration 32F: 3 clusters Score -792088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Entering Unmasked Estep 
Score: -4856556.500000 Penalty: 1743.437622
	Iteration 0F: 2 clusters Score -4856556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4826024.000000 Penalty: 3486.875244
	Iteration 0F: 3 clusters Score -4826024 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4838198.500000 Penalty: 3486.875244
	Iteration 1F: 3 clusters Score -4838198 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4838778.000000 Penalty: 3486.875244
	Iteration 2Q: 3 clusters Score -4838778 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4839482.000000 Penalty: 3486.875244
	Iteration 3Q: 3 clusters Score -4839482 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4840390.000000 Penalty: 3486.875244
	Iteration 4Q: 3 clusters Score -4840390 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4841578.000000 Penalty: 3486.875244
	Iteration 5F: 3 clusters Score -4841578 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4843121.500000 Penalty: 3486.875244
	Iteration 6F: 3 clusters Score -4843122 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4845005.500000 Penalty: 3486.875244
	Iteration 7F: 3 clusters Score -4845006 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4846872.000000 Penalty: 3486.875244
	Iteration 8F: 3 clusters Score -4846872 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4848280.500000 Penalty: 3486.875244
	Iteration 9F: 3 clusters Score -4848280 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4848985.500000 Penalty: 3486.875244
	Iteration 10Q: 3 clusters Score -4848986 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4849290.500000 Penalty: 3486.875244
	Iteration 11Q: 3 clusters Score -4849290 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4849492.000000 Penalty: 3486.875244
	Iteration 12Q: 3 clusters Score -4849492 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4849628.000000 Penalty: 3486.875244
	Iteration 13Q: 3 clusters Score -4849628 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4849719.500000 Penalty: 3486.875244
	Iteration 14Q: 3 clusters Score -4849720 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4849818.500000 Penalty: 3486.875244
	Iteration 15Q: 3 clusters Score -4849818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4849894.500000 Penalty: 3486.875244
	Iteration 16Q: 3 clusters Score -4849894 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4849967.500000 Penalty: 3486.875244
	Iteration 17Q: 3 clusters Score -4849968 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4850015.500000 Penalty: 3486.875244
	Iteration 18Q: 3 clusters Score -4850016 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4850078.500000 Penalty: 3486.875244
	Iteration 19Q: 3 clusters Score -4850078 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4850172.000000 Penalty: 3486.875244
	Iteration 20F: 3 clusters Score -4850172 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4850299.000000 Penalty: 3486.875244
	Iteration 21Q: 3 clusters Score -4850299 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4850412.500000 Penalty: 3486.875244
	Iteration 22Q: 3 clusters Score -4850412 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4850546.000000 Penalty: 3486.875244
	Iteration 23Q: 3 clusters Score -4850546 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4850667.500000 Penalty: 3486.875244
	Iteration 24Q: 3 clusters Score -4850668 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4850785.500000 Penalty: 3486.875244
	Iteration 25Q: 3 clusters Score -4850786 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4850893.500000 Penalty: 3486.875244
	Iteration 26Q: 3 clusters Score -4850894 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4851014.500000 Penalty: 3486.875244
	Iteration 27Q: 3 clusters Score -4851014 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4851144.000000 Penalty: 3486.875244
	Iteration 28Q: 3 clusters Score -4851144 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4851288.000000 Penalty: 3486.875244
	Iteration 29Q: 3 clusters Score -4851288 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4851417.500000 Penalty: 3486.875244
	Iteration 30Q: 3 clusters Score -4851418 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4851580.000000 Penalty: 3486.875244
	Iteration 31Q: 3 clusters Score -4851580 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4851757.000000 Penalty: 3486.875244
	Iteration 32Q: 3 clusters Score -4851757 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4851968.500000 Penalty: 3486.875244
	Iteration 33Q: 3 clusters Score -4851968 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4852180.000000 Penalty: 3486.875244
	Iteration 34Q: 3 clusters Score -4852180 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4852416.500000 Penalty: 3486.875244
	Iteration 35Q: 3 clusters Score -4852416 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4852649.000000 Penalty: 3486.875244
	Iteration 36Q: 3 clusters Score -4852649 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4852834.000000 Penalty: 3486.875244
	Iteration 37Q: 3 clusters Score -4852834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4853076.000000 Penalty: 3486.875244
	Iteration 38Q: 3 clusters Score -4853076 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4853283.000000 Penalty: 3486.875244
	Iteration 39Q: 3 clusters Score -4853283 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -4853497.500000 Penalty: 3486.875244
	Iteration 40F: 3 clusters Score -4853498 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4853693.000000 Penalty: 3486.875244
	Iteration 41Q: 3 clusters Score -4853693 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4853810.500000 Penalty: 3486.875244
	Iteration 42Q: 3 clusters Score -4853810 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4853912.500000 Penalty: 3486.875244
	Iteration 43Q: 3 clusters Score -4853912 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4854001.000000 Penalty: 3486.875244
	Iteration 44Q: 3 clusters Score -4854001 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -4854041.000000 Penalty: 3486.875244
	Iteration 45Q: 3 clusters Score -4854041 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4854099.500000 Penalty: 3486.875244
	Iteration 46Q: 3 clusters Score -4854100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -4854129.000000 Penalty: 3486.875244
	Iteration 47Q: 3 clusters Score -4854129 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -4854158.000000 Penalty: 3486.875244
	Iteration 48Q: 3 clusters Score -4854158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4854200.000000 Penalty: 3486.875244
	Iteration 49Q: 3 clusters Score -4854200 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4854236.500000 Penalty: 3486.875244
	Iteration 50Q: 3 clusters Score -4854236 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4854263.500000 Penalty: 3486.875244
	Iteration 51Q: 3 clusters Score -4854264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -4854301.000000 Penalty: 3486.875244
	Iteration 52Q: 3 clusters Score -4854301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4854336.000000 Penalty: 3486.875244
	Iteration 53Q: 3 clusters Score -4854336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -4854356.000000 Penalty: 3486.875244
	Iteration 54Q: 3 clusters Score -4854356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -4854404.500000 Penalty: 3486.875244
	Iteration 55Q: 3 clusters Score -4854404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -4854448.000000 Penalty: 3486.875244
	Iteration 56Q: 3 clusters Score -4854448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4854488.000000 Penalty: 3486.875244
	Iteration 57Q: 3 clusters Score -4854488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -4854515.000000 Penalty: 3486.875244
	Iteration 58Q: 3 clusters Score -4854515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -4854549.500000 Penalty: 3486.875244
	Iteration 59Q: 3 clusters Score -4854550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -4854587.500000 Penalty: 3486.875244
	Iteration 60F: 3 clusters Score -4854588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4854621.000000 Penalty: 3486.875244
	Iteration 61Q: 3 clusters Score -4854621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -4854643.500000 Penalty: 3486.875244
	Iteration 62Q: 3 clusters Score -4854644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -4854666.500000 Penalty: 3486.875244
	Iteration 63Q: 3 clusters Score -4854666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -4854709.000000 Penalty: 3486.875244
	Iteration 64Q: 3 clusters Score -4854709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -4854731.000000 Penalty: 3486.875244
	Iteration 65Q: 3 clusters Score -4854731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -4854740.500000 Penalty: 3486.875244
	Iteration 66Q: 3 clusters Score -4854740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -4854777.000000 Penalty: 3486.875244
	Iteration 67Q: 3 clusters Score -4854777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -4854793.000000 Penalty: 3486.875244
	Iteration 68Q: 3 clusters Score -4854793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -4854822.500000 Penalty: 3486.875244
	Iteration 69Q: 3 clusters Score -4854822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4854853.000000 Penalty: 3486.875244
	Iteration 70Q: 3 clusters Score -4854853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -4854868.500000 Penalty: 3486.875244
	Iteration 71Q: 3 clusters Score -4854868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -4854884.500000 Penalty: 3486.875244
	Iteration 72Q: 3 clusters Score -4854884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -4854902.000000 Penalty: 3486.875244
	Iteration 73Q: 3 clusters Score -4854902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -4854906.500000 Penalty: 3486.875244
	Iteration 74Q: 3 clusters Score -4854906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -4854910.500000 Penalty: 3486.875244
	Iteration 75Q: 3 clusters Score -4854910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -4854919.500000 Penalty: 3486.875244
	Iteration 76Q: 3 clusters Score -4854920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -4854921.500000 Penalty: 3486.875244
	Iteration 77Q: 3 clusters Score -4854922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -4854919.500000 Penalty: 3486.875244
	Iteration 78Q: 3 clusters Score -4854920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -4854930.000000 Penalty: 3486.875244
	Iteration 79Q: 3 clusters Score -4854930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -4854935.500000 Penalty: 3486.875244
	Iteration 80F: 3 clusters Score -4854936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -4854945.000000 Penalty: 3486.875244
	Iteration 81Q: 3 clusters Score -4854945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -4854952.500000 Penalty: 3486.875244
	Iteration 82Q: 3 clusters Score -4854952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -4854966.500000 Penalty: 3486.875244
	Iteration 83Q: 3 clusters Score -4854966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -4854982.000000 Penalty: 3486.875244
	Iteration 84Q: 3 clusters Score -4854982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -4854983.000000 Penalty: 3486.875244
	Iteration 85Q: 3 clusters Score -4854983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -4854995.500000 Penalty: 3486.875244
	Iteration 86Q: 3 clusters Score -4854996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4855012.000000 Penalty: 3486.875244
	Iteration 87Q: 3 clusters Score -4855012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -4855013.500000 Penalty: 3486.875244
	Iteration 88Q: 3 clusters Score -4855014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -4855014.500000 Penalty: 3486.875244
	Iteration 89Q: 3 clusters Score -4855014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -4855021.500000 Penalty: 3486.875244
	Iteration 90Q: 3 clusters Score -4855022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -4855021.000000 Penalty: 3486.875244
	Iteration 91Q: 3 clusters Score -4855021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -4855019.500000 Penalty: 3486.875244
	Iteration 92Q: 3 clusters Score -4855020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -4855023.500000 Penalty: 3486.875244
	Iteration 93Q: 3 clusters Score -4855024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -4855025.000000 Penalty: 3486.875244
	Iteration 94Q: 3 clusters Score -4855025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -4855028.500000 Penalty: 3486.875244
	Iteration 95Q: 3 clusters Score -4855028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -4855031.500000 Penalty: 3486.875244
	Iteration 96Q: 3 clusters Score -4855032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -4855030.000000 Penalty: 3486.875244
	Iteration 97Q: 3 clusters Score -4855030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -4855033.000000 Penalty: 3486.875244
	Iteration 98Q: 3 clusters Score -4855033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -4855034.500000 Penalty: 3486.875244
	Iteration 99Q: 3 clusters Score -4855034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -4855047.000000 Penalty: 3486.875244
	Iteration 100F: 3 clusters Score -4855047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -4855046.500000 Penalty: 3486.875244
	Iteration 101Q: 3 clusters Score -4855046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -4855042.000000 Penalty: 3486.875244
	Iteration 102Q: 3 clusters Score -4855042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -4855044.000000 Penalty: 3486.875244
	Iteration 103Q: 3 clusters Score -4855044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -4855040.500000 Penalty: 3486.875244
	Iteration 104Q: 3 clusters Score -4855040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -4855043.500000 Penalty: 3486.875244
	Iteration 105Q: 3 clusters Score -4855044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4855046.500000 Penalty: 3486.875244
	Iteration 106Q: 3 clusters Score -4855046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -4855047.000000 Penalty: 3486.875244
	Iteration 107Q: 3 clusters Score -4855047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -4855049.000000 Penalty: 3486.875244
	Iteration 108Q: 3 clusters Score -4855049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -4855049.000000 Penalty: 3486.875244
	Iteration 109Q: 3 clusters Score -4855049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -4855052.500000 Penalty: 3486.875244
	Iteration 110Q: 3 clusters Score -4855052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4855055.500000 Penalty: 3486.875244
	Iteration 111Q: 3 clusters Score -4855056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4855055.500000 Penalty: 3486.875244
	Iteration 112F: 3 clusters Score -4855056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Entering Unmasked Estep 
Score: -2285272.500000 Penalty: 1619.824585
	Iteration 0F: 2 clusters Score -2285272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2270700.750000 Penalty: 3239.649170
	Iteration 0F: 3 clusters Score -2270701 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2276059.750000 Penalty: 3239.649170
	Iteration 1F: 3 clusters Score -2276060 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2276431.000000 Penalty: 3239.649170
	Iteration 2Q: 3 clusters Score -2276431 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2276774.250000 Penalty: 3239.649170
	Iteration 3Q: 3 clusters Score -2276774 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2277188.250000 Penalty: 3239.649170
	Iteration 4Q: 3 clusters Score -2277188 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2277720.750000 Penalty: 3239.649170
	Iteration 5Q: 3 clusters Score -2277721 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2278414.000000 Penalty: 3239.649170
	Iteration 6F: 3 clusters Score -2278414 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2279316.000000 Penalty: 3239.649170
	Iteration 7F: 3 clusters Score -2279316 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2280424.250000 Penalty: 3239.649170
	Iteration 8F: 3 clusters Score -2280424 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2281527.500000 Penalty: 3239.649170
	Iteration 9F: 3 clusters Score -2281528 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2282354.750000 Penalty: 3239.649170
	Iteration 10Q: 3 clusters Score -2282355 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2282861.750000 Penalty: 3239.649170
	Iteration 11Q: 3 clusters Score -2282862 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2283142.000000 Penalty: 3239.649170
	Iteration 12Q: 3 clusters Score -2283142 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2283311.000000 Penalty: 3239.649170
	Iteration 13Q: 3 clusters Score -2283311 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2283412.250000 Penalty: 3239.649170
	Iteration 14Q: 3 clusters Score -2283412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2283508.500000 Penalty: 3239.649170
	Iteration 15Q: 3 clusters Score -2283508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2283590.250000 Penalty: 3239.649170
	Iteration 16Q: 3 clusters Score -2283590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2283659.250000 Penalty: 3239.649170
	Iteration 17Q: 3 clusters Score -2283659 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2283719.000000 Penalty: 3239.649170
	Iteration 18Q: 3 clusters Score -2283719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2283767.000000 Penalty: 3239.649170
	Iteration 19Q: 3 clusters Score -2283767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2283799.000000 Penalty: 3239.649170
	Iteration 20F: 3 clusters Score -2283799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2283814.500000 Penalty: 3239.649170
	Iteration 21Q: 3 clusters Score -2283814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2283825.750000 Penalty: 3239.649170
	Iteration 22Q: 3 clusters Score -2283826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2283830.250000 Penalty: 3239.649170
	Iteration 23Q: 3 clusters Score -2283830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2283841.000000 Penalty: 3239.649170
	Iteration 24Q: 3 clusters Score -2283841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2283850.250000 Penalty: 3239.649170
	Iteration 25Q: 3 clusters Score -2283850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2283856.250000 Penalty: 3239.649170
	Iteration 26Q: 3 clusters Score -2283856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2283863.250000 Penalty: 3239.649170
	Iteration 27Q: 3 clusters Score -2283863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2283866.500000 Penalty: 3239.649170
	Iteration 28Q: 3 clusters Score -2283866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2283867.000000 Penalty: 3239.649170
	Iteration 29Q: 3 clusters Score -2283867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2283870.250000 Penalty: 3239.649170
	Iteration 30Q: 3 clusters Score -2283870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2283874.750000 Penalty: 3239.649170
	Iteration 31Q: 3 clusters Score -2283875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2283873.000000 Penalty: 3239.649170
	Iteration 32Q: 3 clusters Score -2283873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2283878.000000 Penalty: 3239.649170
	Iteration 33Q: 3 clusters Score -2283878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2283881.500000 Penalty: 3239.649170
	Iteration 34Q: 3 clusters Score -2283882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2283885.750000 Penalty: 3239.649170
	Iteration 35Q: 3 clusters Score -2283886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2283892.250000 Penalty: 3239.649170
	Iteration 36Q: 3 clusters Score -2283892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2283893.000000 Penalty: 3239.649170
	Iteration 37Q: 3 clusters Score -2283893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2283899.750000 Penalty: 3239.649170
	Iteration 38Q: 3 clusters Score -2283900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2283903.250000 Penalty: 3239.649170
	Iteration 39Q: 3 clusters Score -2283903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2283905.750000 Penalty: 3239.649170
	Iteration 40F: 3 clusters Score -2283906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2283913.000000 Penalty: 3239.649170
	Iteration 41Q: 3 clusters Score -2283913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2283918.500000 Penalty: 3239.649170
	Iteration 42Q: 3 clusters Score -2283918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2283921.750000 Penalty: 3239.649170
	Iteration 43Q: 3 clusters Score -2283922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2283923.500000 Penalty: 3239.649170
	Iteration 44Q: 3 clusters Score -2283924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2283923.500000 Penalty: 3239.649170
	Iteration 45Q: 3 clusters Score -2283924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2283923.750000 Penalty: 3239.649170
	Iteration 46Q: 3 clusters Score -2283924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2283923.750000 Penalty: 3239.649170
	Iteration 47F: 3 clusters Score -2283924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Entering Unmasked Estep 
Score: -4968204.000000 Penalty: 1746.508667
	Iteration 0F: 2 clusters Score -4968204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4937200.500000 Penalty: 3493.017334
	Iteration 0F: 3 clusters Score -4937200 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4949302.000000 Penalty: 3493.017334
	Iteration 1F: 3 clusters Score -4949302 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4949648.500000 Penalty: 3493.017334
	Iteration 2Q: 3 clusters Score -4949648 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4949972.000000 Penalty: 3493.017334
	Iteration 3Q: 3 clusters Score -4949972 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4950277.500000 Penalty: 3493.017334
	Iteration 4Q: 3 clusters Score -4950278 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4950597.500000 Penalty: 3493.017334
	Iteration 5Q: 3 clusters Score -4950598 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4950917.000000 Penalty: 3493.017334
	Iteration 6Q: 3 clusters Score -4950917 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4951269.000000 Penalty: 3493.017334
	Iteration 7Q: 3 clusters Score -4951269 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4951730.500000 Penalty: 3493.017334
	Iteration 8Q: 3 clusters Score -4951730 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4952451.500000 Penalty: 3493.017334
	Iteration 9Q: 3 clusters Score -4952452 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4953587.500000 Penalty: 3493.017334
	Iteration 10Q: 3 clusters Score -4953588 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4955375.000000 Penalty: 3493.017334
	Iteration 11F: 3 clusters Score -4955375 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4957792.000000 Penalty: 3493.017334
	Iteration 12F: 3 clusters Score -4957792 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4960136.000000 Penalty: 3493.017334
	Iteration 13F: 3 clusters Score -4960136 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4962072.500000 Penalty: 3493.017334
	Iteration 14Q: 3 clusters Score -4962072 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4963269.500000 Penalty: 3493.017334
	Iteration 15Q: 3 clusters Score -4963270 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4964069.000000 Penalty: 3493.017334
	Iteration 16Q: 3 clusters Score -4964069 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4964620.000000 Penalty: 3493.017334
	Iteration 17Q: 3 clusters Score -4964620 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4965069.000000 Penalty: 3493.017334
	Iteration 18Q: 3 clusters Score -4965069 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4965502.500000 Penalty: 3493.017334
	Iteration 19Q: 3 clusters Score -4965502 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4965882.000000 Penalty: 3493.017334
	Iteration 20F: 3 clusters Score -4965882 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4966188.000000 Penalty: 3493.017334
	Iteration 21Q: 3 clusters Score -4966188 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4966371.000000 Penalty: 3493.017334
	Iteration 22Q: 3 clusters Score -4966371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4966473.000000 Penalty: 3493.017334
	Iteration 23Q: 3 clusters Score -4966473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4966543.000000 Penalty: 3493.017334
	Iteration 24Q: 3 clusters Score -4966543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4966589.000000 Penalty: 3493.017334
	Iteration 25Q: 3 clusters Score -4966589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4966621.500000 Penalty: 3493.017334
	Iteration 26Q: 3 clusters Score -4966622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4966627.000000 Penalty: 3493.017334
	Iteration 27Q: 3 clusters Score -4966627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4966636.500000 Penalty: 3493.017334
	Iteration 28Q: 3 clusters Score -4966636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4966636.500000 Penalty: 3493.017334
	Iteration 29Q: 3 clusters Score -4966636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4966643.000000 Penalty: 3493.017334
	Iteration 30Q: 3 clusters Score -4966643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4966648.000000 Penalty: 3493.017334
	Iteration 31Q: 3 clusters Score -4966648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4966643.000000 Penalty: 3493.017334
	Iteration 32Q: 3 clusters Score -4966643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4966646.500000 Penalty: 3493.017334
	Iteration 33Q: 3 clusters Score -4966646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4966649.500000 Penalty: 3493.017334
	Iteration 34Q: 3 clusters Score -4966650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4966651.000000 Penalty: 3493.017334
	Iteration 35Q: 3 clusters Score -4966651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4966654.000000 Penalty: 3493.017334
	Iteration 36Q: 3 clusters Score -4966654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4966654.500000 Penalty: 3493.017334
	Iteration 37Q: 3 clusters Score -4966654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4966654.500000 Penalty: 3493.017334
	Iteration 38Q: 3 clusters Score -4966654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4966658.000000 Penalty: 3493.017334
	Iteration 39Q: 3 clusters Score -4966658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4966658.000000 Penalty: 3493.017334
	Iteration 40F: 3 clusters Score -4966658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Entering Unmasked Estep 
Score: -1643521.375000 Penalty: 1566.051514
	Iteration 0F: 2 clusters Score -1643521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1632937.125000 Penalty: 3132.103027
	Iteration 0F: 3 clusters Score -1632937 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1636557.375000 Penalty: 3132.103027
	Iteration 1F: 3 clusters Score -1636557 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1636800.625000 Penalty: 3132.103027
	Iteration 2Q: 3 clusters Score -1636801 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1637010.000000 Penalty: 3132.103027
	Iteration 3Q: 3 clusters Score -1637010 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1637178.875000 Penalty: 3132.103027
	Iteration 4Q: 3 clusters Score -1637179 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1637375.500000 Penalty: 3132.103027
	Iteration 5Q: 3 clusters Score -1637376 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1637602.875000 Penalty: 3132.103027
	Iteration 6Q: 3 clusters Score -1637603 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1637887.000000 Penalty: 3132.103027
	Iteration 7Q: 3 clusters Score -1637887 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1638258.375000 Penalty: 3132.103027
	Iteration 8Q: 3 clusters Score -1638258 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1638682.375000 Penalty: 3132.103027
	Iteration 9Q: 3 clusters Score -1638682 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1639185.000000 Penalty: 3132.103027
	Iteration 10Q: 3 clusters Score -1639185 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1639739.750000 Penalty: 3132.103027
	Iteration 11F: 3 clusters Score -1639740 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1640261.000000 Penalty: 3132.103027
	Iteration 12Q: 3 clusters Score -1640261 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1640629.125000 Penalty: 3132.103027
	Iteration 13Q: 3 clusters Score -1640629 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1640852.500000 Penalty: 3132.103027
	Iteration 14Q: 3 clusters Score -1640852 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1641009.125000 Penalty: 3132.103027
	Iteration 15Q: 3 clusters Score -1641009 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1641161.500000 Penalty: 3132.103027
	Iteration 16Q: 3 clusters Score -1641162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1641295.125000 Penalty: 3132.103027
	Iteration 17Q: 3 clusters Score -1641295 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1641420.000000 Penalty: 3132.103027
	Iteration 18Q: 3 clusters Score -1641420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1641513.500000 Penalty: 3132.103027
	Iteration 19Q: 3 clusters Score -1641514 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1641598.500000 Penalty: 3132.103027
	Iteration 20F: 3 clusters Score -1641598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1641675.125000 Penalty: 3132.103027
	Iteration 21Q: 3 clusters Score -1641675 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1641747.000000 Penalty: 3132.103027
	Iteration 22Q: 3 clusters Score -1641747 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1641807.375000 Penalty: 3132.103027
	Iteration 23Q: 3 clusters Score -1641807 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1641876.000000 Penalty: 3132.103027
	Iteration 24Q: 3 clusters Score -1641876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1641936.500000 Penalty: 3132.103027
	Iteration 25Q: 3 clusters Score -1641936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1641980.375000 Penalty: 3132.103027
	Iteration 26Q: 3 clusters Score -1641980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1642008.500000 Penalty: 3132.103027
	Iteration 27Q: 3 clusters Score -1642008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1642043.875000 Penalty: 3132.103027
	Iteration 28Q: 3 clusters Score -1642044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1642070.125000 Penalty: 3132.103027
	Iteration 29Q: 3 clusters Score -1642070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1642103.000000 Penalty: 3132.103027
	Iteration 30Q: 3 clusters Score -1642103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1642121.875000 Penalty: 3132.103027
	Iteration 31Q: 3 clusters Score -1642122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1642140.500000 Penalty: 3132.103027
	Iteration 32Q: 3 clusters Score -1642140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1642161.750000 Penalty: 3132.103027
	Iteration 33Q: 3 clusters Score -1642162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1642174.875000 Penalty: 3132.103027
	Iteration 34Q: 3 clusters Score -1642175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1642193.500000 Penalty: 3132.103027
	Iteration 35Q: 3 clusters Score -1642194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1642204.750000 Penalty: 3132.103027
	Iteration 36Q: 3 clusters Score -1642205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1642228.625000 Penalty: 3132.103027
	Iteration 37Q: 3 clusters Score -1642229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1642242.500000 Penalty: 3132.103027
	Iteration 38Q: 3 clusters Score -1642242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1642252.000000 Penalty: 3132.103027
	Iteration 39Q: 3 clusters Score -1642252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1642264.375000 Penalty: 3132.103027
	Iteration 40F: 3 clusters Score -1642264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1642283.875000 Penalty: 3132.103027
	Iteration 41Q: 3 clusters Score -1642284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1642302.875000 Penalty: 3132.103027
	Iteration 42Q: 3 clusters Score -1642303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1642307.500000 Penalty: 3132.103027
	Iteration 43Q: 3 clusters Score -1642308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1642321.500000 Penalty: 3132.103027
	Iteration 44Q: 3 clusters Score -1642322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1642332.625000 Penalty: 3132.103027
	Iteration 45Q: 3 clusters Score -1642333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1642341.750000 Penalty: 3132.103027
	Iteration 46Q: 3 clusters Score -1642342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1642349.375000 Penalty: 3132.103027
	Iteration 47Q: 3 clusters Score -1642349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1642352.875000 Penalty: 3132.103027
	Iteration 48Q: 3 clusters Score -1642353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1642359.375000 Penalty: 3132.103027
	Iteration 49Q: 3 clusters Score -1642359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1642369.250000 Penalty: 3132.103027
	Iteration 50Q: 3 clusters Score -1642369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1642370.750000 Penalty: 3132.103027
	Iteration 51Q: 3 clusters Score -1642371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1642376.375000 Penalty: 3132.103027
	Iteration 52Q: 3 clusters Score -1642376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1642388.125000 Penalty: 3132.103027
	Iteration 53Q: 3 clusters Score -1642388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1642390.375000 Penalty: 3132.103027
	Iteration 54Q: 3 clusters Score -1642390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1642393.625000 Penalty: 3132.103027
	Iteration 55Q: 3 clusters Score -1642394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1642399.000000 Penalty: 3132.103027
	Iteration 56Q: 3 clusters Score -1642399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1642399.750000 Penalty: 3132.103027
	Iteration 57Q: 3 clusters Score -1642400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1642398.250000 Penalty: 3132.103027
	Iteration 58Q: 3 clusters Score -1642398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1642401.375000 Penalty: 3132.103027
	Iteration 59Q: 3 clusters Score -1642401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1642399.875000 Penalty: 3132.103027
	Iteration 60F: 3 clusters Score -1642400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1642401.375000 Penalty: 3132.103027
	Iteration 61Q: 3 clusters Score -1642401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1642401.375000 Penalty: 3132.103027
	Iteration 62Q: 3 clusters Score -1642401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1642401.375000 Penalty: 3132.103027
	Iteration 63F: 3 clusters Score -1642401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Entering Unmasked Estep 
Score: -3247956.250000 Penalty: 1677.073608
	Iteration 0F: 2 clusters Score -3247956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3227470.500000 Penalty: 3354.147217
	Iteration 0F: 3 clusters Score -3227470 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3235140.500000 Penalty: 3354.147217
	Iteration 1F: 3 clusters Score -3235140 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3235458.250000 Penalty: 3354.147217
	Iteration 2Q: 3 clusters Score -3235458 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3235750.000000 Penalty: 3354.147217
	Iteration 3Q: 3 clusters Score -3235750 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3236104.500000 Penalty: 3354.147217
	Iteration 4Q: 3 clusters Score -3236104 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3236483.000000 Penalty: 3354.147217
	Iteration 5Q: 3 clusters Score -3236483 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3237020.250000 Penalty: 3354.147217
	Iteration 6Q: 3 clusters Score -3237020 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3237664.750000 Penalty: 3354.147217
	Iteration 7Q: 3 clusters Score -3237665 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3238671.000000 Penalty: 3354.147217
	Iteration 8F: 3 clusters Score -3238671 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3240000.250000 Penalty: 3354.147217
	Iteration 9F: 3 clusters Score -3240000 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3241542.500000 Penalty: 3354.147217
	Iteration 10F: 3 clusters Score -3241542 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3243009.500000 Penalty: 3354.147217
	Iteration 11F: 3 clusters Score -3243010 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3244053.500000 Penalty: 3354.147217
	Iteration 12Q: 3 clusters Score -3244054 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3244809.000000 Penalty: 3354.147217
	Iteration 13Q: 3 clusters Score -3244809 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3245324.500000 Penalty: 3354.147217
	Iteration 14Q: 3 clusters Score -3245324 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3245636.500000 Penalty: 3354.147217
	Iteration 15Q: 3 clusters Score -3245636 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3245887.000000 Penalty: 3354.147217
	Iteration 16Q: 3 clusters Score -3245887 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3246084.750000 Penalty: 3354.147217
	Iteration 17Q: 3 clusters Score -3246085 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3246206.750000 Penalty: 3354.147217
	Iteration 18Q: 3 clusters Score -3246207 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3246305.000000 Penalty: 3354.147217
	Iteration 19Q: 3 clusters Score -3246305 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3246368.750000 Penalty: 3354.147217
	Iteration 20F: 3 clusters Score -3246369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3246433.250000 Penalty: 3354.147217
	Iteration 21Q: 3 clusters Score -3246433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3246476.250000 Penalty: 3354.147217
	Iteration 22Q: 3 clusters Score -3246476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3246515.500000 Penalty: 3354.147217
	Iteration 23Q: 3 clusters Score -3246516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3246542.000000 Penalty: 3354.147217
	Iteration 24Q: 3 clusters Score -3246542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3246554.000000 Penalty: 3354.147217
	Iteration 25Q: 3 clusters Score -3246554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3246569.500000 Penalty: 3354.147217
	Iteration 26Q: 3 clusters Score -3246570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3246578.250000 Penalty: 3354.147217
	Iteration 27Q: 3 clusters Score -3246578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3246588.000000 Penalty: 3354.147217
	Iteration 28Q: 3 clusters Score -3246588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3246606.750000 Penalty: 3354.147217
	Iteration 29Q: 3 clusters Score -3246607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3246607.750000 Penalty: 3354.147217
	Iteration 30Q: 3 clusters Score -3246608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3246609.250000 Penalty: 3354.147217
	Iteration 31Q: 3 clusters Score -3246609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3246615.500000 Penalty: 3354.147217
	Iteration 32Q: 3 clusters Score -3246616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3246616.250000 Penalty: 3354.147217
	Iteration 33Q: 3 clusters Score -3246616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -3246617.000000 Penalty: 3354.147217
	Iteration 34Q: 3 clusters Score -3246617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3246618.500000 Penalty: 3354.147217
	Iteration 35Q: 3 clusters Score -3246618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3246619.750000 Penalty: 3354.147217
	Iteration 36Q: 3 clusters Score -3246620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3246619.500000 Penalty: 3354.147217
	Iteration 37Q: 3 clusters Score -3246620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3246622.250000 Penalty: 3354.147217
	Iteration 38Q: 3 clusters Score -3246622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3246621.250000 Penalty: 3354.147217
	Iteration 39Q: 3 clusters Score -3246621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3246621.250000 Penalty: 3354.147217
	Iteration 40F: 3 clusters Score -3246621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -461343.312500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -461343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -457539.156250 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -457539.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -458589.843750 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -458589.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458782.843750 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -458782.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -458934.500000 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -458934.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -459081.625000 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -459081.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -459263.937500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -459263.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -459497.906250 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -459497.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -459823.875000 Penalty: 2746.939209
	Iteration 7F: 3 clusters Score -459823.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -460127.937500 Penalty: 2746.939209
	Iteration 8F: 3 clusters Score -460127.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -460364.093750 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -460364.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -460502.312500 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -460502.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -460597.156250 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -460597.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -460663.906250 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -460663.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -460717.343750 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -460717.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -460774.468750 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -460774.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -460825.218750 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -460825.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -460869.531250 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -460869.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -460912.093750 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -460912.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -460944.125000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -460944.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -460969.125000 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -460969.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -460998.500000 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -460998.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -461022.187500 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -461022.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -461053.406250 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -461053.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -461130.406250 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -461130.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -461328.718750 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -461328.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -461389.906250 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -461389.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -461407.093750 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -461407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -461416.468750 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -461416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -461419.968750 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -461420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -461421.406250 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -461421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -461422.937500 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -461422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -461423.593750 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -461423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -461423.875000 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -461423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -461423.875000 Penalty: 2746.939209
	Iteration 33F: 3 clusters Score -461423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81072 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21336 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 15325 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35807 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
Score: -70203232.000000 Penalty: 41459.531250
Splitting cluster 15 changes total score from -70203848.000000 to -70203232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (51468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Entering Unmasked Estep 
Score: -5507361.000000 Penalty: 1762.916260
	Iteration 0F: 2 clusters Score -5507361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5472932.000000 Penalty: 3525.832520
	Iteration 0F: 3 clusters Score -5472932 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5486323.000000 Penalty: 3525.832520
	Iteration 1F: 3 clusters Score -5486323 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5486810.000000 Penalty: 3525.832520
	Iteration 2Q: 3 clusters Score -5486810 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5487486.000000 Penalty: 3525.832520
	Iteration 3Q: 3 clusters Score -5487486 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5488453.500000 Penalty: 3525.832520
	Iteration 4Q: 3 clusters Score -5488454 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5489975.000000 Penalty: 3525.832520
	Iteration 5F: 3 clusters Score -5489975 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5492313.500000 Penalty: 3525.832520
	Iteration 6F: 3 clusters Score -5492314 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -5495424.500000 Penalty: 3525.832520
	Iteration 7F: 3 clusters Score -5495424 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5499134.500000 Penalty: 3525.832520
	Iteration 8F: 3 clusters Score -5499134 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5502500.500000 Penalty: 3525.832520
	Iteration 9F: 3 clusters Score -5502500 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5504270.000000 Penalty: 3525.832520
	Iteration 10F: 3 clusters Score -5504270 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5505068.000000 Penalty: 3525.832520
	Iteration 11Q: 3 clusters Score -5505068 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -5505449.000000 Penalty: 3525.832520
	Iteration 12Q: 3 clusters Score -5505449 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5505697.500000 Penalty: 3525.832520
	Iteration 13Q: 3 clusters Score -5505698 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5505878.000000 Penalty: 3525.832520
	Iteration 14Q: 3 clusters Score -5505878 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5506002.000000 Penalty: 3525.832520
	Iteration 15Q: 3 clusters Score -5506002 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5506095.000000 Penalty: 3525.832520
	Iteration 16Q: 3 clusters Score -5506095 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5506141.500000 Penalty: 3525.832520
	Iteration 17Q: 3 clusters Score -5506142 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5506175.000000 Penalty: 3525.832520
	Iteration 18Q: 3 clusters Score -5506175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5506204.000000 Penalty: 3525.832520
	Iteration 19Q: 3 clusters Score -5506204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5506223.000000 Penalty: 3525.832520
	Iteration 20F: 3 clusters Score -5506223 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5506231.000000 Penalty: 3525.832520
	Iteration 21Q: 3 clusters Score -5506231 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5506249.500000 Penalty: 3525.832520
	Iteration 22Q: 3 clusters Score -5506250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5506248.000000 Penalty: 3525.832520
	Iteration 23Q: 3 clusters Score -5506248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5506262.500000 Penalty: 3525.832520
	Iteration 24Q: 3 clusters Score -5506262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5506283.000000 Penalty: 3525.832520
	Iteration 25Q: 3 clusters Score -5506283 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5506311.000000 Penalty: 3525.832520
	Iteration 26Q: 3 clusters Score -5506311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5506319.000000 Penalty: 3525.832520
	Iteration 27Q: 3 clusters Score -5506319 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5506316.500000 Penalty: 3525.832520
	Iteration 28Q: 3 clusters Score -5506316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5506338.500000 Penalty: 3525.832520
	Iteration 29Q: 3 clusters Score -5506338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5506348.000000 Penalty: 3525.832520
	Iteration 30Q: 3 clusters Score -5506348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5506368.000000 Penalty: 3525.832520
	Iteration 31Q: 3 clusters Score -5506368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5506372.000000 Penalty: 3525.832520
	Iteration 32Q: 3 clusters Score -5506372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5506377.500000 Penalty: 3525.832520
	Iteration 33Q: 3 clusters Score -5506378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5506377.000000 Penalty: 3525.832520
	Iteration 34Q: 3 clusters Score -5506377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -5506386.500000 Penalty: 3525.832520
	Iteration 35Q: 3 clusters Score -5506386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -5506385.500000 Penalty: 3525.832520
	Iteration 36Q: 3 clusters Score -5506386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5506380.500000 Penalty: 3525.832520
	Iteration 37Q: 3 clusters Score -5506380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5506386.500000 Penalty: 3525.832520
	Iteration 38Q: 3 clusters Score -5506386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5506407.500000 Penalty: 3525.832520
	Iteration 39Q: 3 clusters Score -5506408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5506412.000000 Penalty: 3525.832520
	Iteration 40F: 3 clusters Score -5506412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -5506410.000000 Penalty: 3525.832520
	Iteration 41Q: 3 clusters Score -5506410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -5506418.000000 Penalty: 3525.832520
	Iteration 42Q: 3 clusters Score -5506418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5506399.500000 Penalty: 3525.832520
	Iteration 43Q: 3 clusters Score -5506400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5506403.500000 Penalty: 3525.832520
	Iteration 44Q: 3 clusters Score -5506404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -5506400.500000 Penalty: 3525.832520
	Iteration 45Q: 3 clusters Score -5506400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -5506416.500000 Penalty: 3525.832520
	Iteration 46Q: 3 clusters Score -5506416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5506409.500000 Penalty: 3525.832520
	Iteration 47Q: 3 clusters Score -5506410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -5506413.500000 Penalty: 3525.832520
	Iteration 48Q: 3 clusters Score -5506414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5506408.500000 Penalty: 3525.832520
	Iteration 49Q: 3 clusters Score -5506408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5506402.500000 Penalty: 3525.832520
	Iteration 50Q: 3 clusters Score -5506402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5506403.000000 Penalty: 3525.832520
	Iteration 51Q: 3 clusters Score -5506403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -5506409.000000 Penalty: 3525.832520
	Iteration 52Q: 3 clusters Score -5506409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5506414.500000 Penalty: 3525.832520
	Iteration 53Q: 3 clusters Score -5506414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5506417.500000 Penalty: 3525.832520
	Iteration 54Q: 3 clusters Score -5506418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5506419.500000 Penalty: 3525.832520
	Iteration 55Q: 3 clusters Score -5506420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -5506420.500000 Penalty: 3525.832520
	Iteration 56Q: 3 clusters Score -5506420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5506420.500000 Penalty: 3525.832520
	Iteration 57Q: 3 clusters Score -5506420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5506417.500000 Penalty: 3525.832520
	Iteration 58Q: 3 clusters Score -5506418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5506426.500000 Penalty: 3525.832520
	Iteration 59Q: 3 clusters Score -5506426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -5506418.500000 Penalty: 3525.832520
	Iteration 60F: 3 clusters Score -5506418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -5506426.000000 Penalty: 3525.832520
	Iteration 61Q: 3 clusters Score -5506426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5506422.500000 Penalty: 3525.832520
	Iteration 62Q: 3 clusters Score -5506422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5506439.000000 Penalty: 3525.832520
	Iteration 63Q: 3 clusters Score -5506439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5506428.500000 Penalty: 3525.832520
	Iteration 64Q: 3 clusters Score -5506428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -5506435.500000 Penalty: 3525.832520
	Iteration 65Q: 3 clusters Score -5506436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5506432.000000 Penalty: 3525.832520
	Iteration 66Q: 3 clusters Score -5506432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -5506432.000000 Penalty: 3525.832520
	Iteration 67Q: 3 clusters Score -5506432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -5506439.500000 Penalty: 3525.832520
	Iteration 68Q: 3 clusters Score -5506440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5506436.500000 Penalty: 3525.832520
	Iteration 69Q: 3 clusters Score -5506436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5506432.500000 Penalty: 3525.832520
	Iteration 70Q: 3 clusters Score -5506432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5506431.500000 Penalty: 3525.832520
	Iteration 71Q: 3 clusters Score -5506432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5506425.000000 Penalty: 3525.832520
	Iteration 72Q: 3 clusters Score -5506425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5506434.000000 Penalty: 3525.832520
	Iteration 73Q: 3 clusters Score -5506434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -5506436.500000 Penalty: 3525.832520
	Iteration 74Q: 3 clusters Score -5506436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5506435.000000 Penalty: 3525.832520
	Iteration 75Q: 3 clusters Score -5506435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5506425.500000 Penalty: 3525.832520
	Iteration 76Q: 3 clusters Score -5506426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5506427.500000 Penalty: 3525.832520
	Iteration 77Q: 3 clusters Score -5506428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5506437.000000 Penalty: 3525.832520
	Iteration 78Q: 3 clusters Score -5506437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5506433.000000 Penalty: 3525.832520
	Iteration 79Q: 3 clusters Score -5506433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5506439.000000 Penalty: 3525.832520
	Iteration 80F: 3 clusters Score -5506439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5506439.000000 Penalty: 3525.832520
	Iteration 81Q: 3 clusters Score -5506439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5506439.000000 Penalty: 3525.832520
	Iteration 82F: 3 clusters Score -5506439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Entering Unmasked Estep 
Score: -6714610.000000 Penalty: 1795.273682
	Iteration 0F: 2 clusters Score -6714610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6672734.500000 Penalty: 3590.547363
	Iteration 0F: 3 clusters Score -6672734 nChanged 29735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -6689505.500000 Penalty: 3590.547363
	Iteration 1F: 3 clusters Score -6689506 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6690100.500000 Penalty: 3590.547363
	Iteration 2Q: 3 clusters Score -6690100 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -6690790.500000 Penalty: 3590.547363
	Iteration 3Q: 3 clusters Score -6690790 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6691675.000000 Penalty: 3590.547363
	Iteration 4Q: 3 clusters Score -6691675 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -6692794.500000 Penalty: 3590.547363
	Iteration 5Q: 3 clusters Score -6692794 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6694446.500000 Penalty: 3590.547363
	Iteration 6Q: 3 clusters Score -6694446 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -6696848.000000 Penalty: 3590.547363
	Iteration 7F: 3 clusters Score -6696848 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -6699607.000000 Penalty: 3590.547363
	Iteration 8F: 3 clusters Score -6699607 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -6702202.500000 Penalty: 3590.547363
	Iteration 9F: 3 clusters Score -6702202 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -6704284.500000 Penalty: 3590.547363
	Iteration 10Q: 3 clusters Score -6704284 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -6705621.500000 Penalty: 3590.547363
	Iteration 11Q: 3 clusters Score -6705622 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -6706766.000000 Penalty: 3590.547363
	Iteration 12Q: 3 clusters Score -6706766 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6707829.500000 Penalty: 3590.547363
	Iteration 13Q: 3 clusters Score -6707830 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6708750.000000 Penalty: 3590.547363
	Iteration 14Q: 3 clusters Score -6708750 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6709696.000000 Penalty: 3590.547363
	Iteration 15Q: 3 clusters Score -6709696 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6710514.500000 Penalty: 3590.547363
	Iteration 16Q: 3 clusters Score -6710514 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6711230.000000 Penalty: 3590.547363
	Iteration 17Q: 3 clusters Score -6711230 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6711825.500000 Penalty: 3590.547363
	Iteration 18Q: 3 clusters Score -6711826 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6712245.500000 Penalty: 3590.547363
	Iteration 19Q: 3 clusters Score -6712246 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6712544.500000 Penalty: 3590.547363
	Iteration 20F: 3 clusters Score -6712544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6712736.500000 Penalty: 3590.547363
	Iteration 21Q: 3 clusters Score -6712736 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6712847.500000 Penalty: 3590.547363
	Iteration 22Q: 3 clusters Score -6712848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6712935.500000 Penalty: 3590.547363
	Iteration 23Q: 3 clusters Score -6712936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6712977.500000 Penalty: 3590.547363
	Iteration 24Q: 3 clusters Score -6712978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6713022.500000 Penalty: 3590.547363
	Iteration 25Q: 3 clusters Score -6713022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6713036.000000 Penalty: 3590.547363
	Iteration 26Q: 3 clusters Score -6713036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6713055.500000 Penalty: 3590.547363
	Iteration 27Q: 3 clusters Score -6713056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6713059.500000 Penalty: 3590.547363
	Iteration 28Q: 3 clusters Score -6713060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6713062.000000 Penalty: 3590.547363
	Iteration 29Q: 3 clusters Score -6713062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6713062.000000 Penalty: 3590.547363
	Iteration 30Q: 3 clusters Score -6713062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6713066.000000 Penalty: 3590.547363
	Iteration 31Q: 3 clusters Score -6713066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6713065.500000 Penalty: 3590.547363
	Iteration 32Q: 3 clusters Score -6713066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6713061.500000 Penalty: 3590.547363
	Iteration 33Q: 3 clusters Score -6713062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6713064.500000 Penalty: 3590.547363
	Iteration 34Q: 3 clusters Score -6713064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6713069.500000 Penalty: 3590.547363
	Iteration 35Q: 3 clusters Score -6713070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6713073.000000 Penalty: 3590.547363
	Iteration 36Q: 3 clusters Score -6713073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6713073.000000 Penalty: 3590.547363
	Iteration 37F: 3 clusters Score -6713073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -209347.562500 Penalty: 1251.003540
	Iteration 0F: 2 clusters Score -209347.6 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 1096 members 
Entering Unmasked Estep 
Score: -207121.468750 Penalty: 2502.007080
	Iteration 0F: 3 clusters Score -207121.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -207768.765625 Penalty: 2502.007080
	Iteration 1F: 3 clusters Score -207768.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208139.812500 Penalty: 2502.007080
	Iteration 2F: 3 clusters Score -208139.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -208506.031250 Penalty: 2502.007080
	Iteration 3F: 3 clusters Score -208506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -208765.828125 Penalty: 2502.007080
	Iteration 4F: 3 clusters Score -208765.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -208874.000000 Penalty: 2502.007080
	Iteration 5Q: 3 clusters Score -208874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208919.812500 Penalty: 2502.007080
	Iteration 6Q: 3 clusters Score -208919.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208945.078125 Penalty: 2502.007080
	Iteration 7Q: 3 clusters Score -208945.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -208957.140625 Penalty: 2502.007080
	Iteration 8Q: 3 clusters Score -208957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208966.078125 Penalty: 2502.007080
	Iteration 9Q: 3 clusters Score -208966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -208971.406250 Penalty: 2502.007080
	Iteration 10Q: 3 clusters Score -208971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -208974.078125 Penalty: 2502.007080
	Iteration 11Q: 3 clusters Score -208974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208976.953125 Penalty: 2502.007080
	Iteration 12Q: 3 clusters Score -208977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208977.859375 Penalty: 2502.007080
	Iteration 13Q: 3 clusters Score -208977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208977.984375 Penalty: 2502.007080
	Iteration 14Q: 3 clusters Score -208978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208977.984375 Penalty: 2502.007080
	Iteration 15F: 3 clusters Score -208978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -33087.093750 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -33087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32187.392578 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -32187.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32334.396484 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -32334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32366.773438 Penalty: 1889.592529
	Iteration 2Q: 3 clusters Score -32366.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32380.095703 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -32380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32391.015625 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -32391.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32400.826172 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -32400.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32404.488281 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -32404.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32409.003906 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -32409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32413.123047 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -32413.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32413.123047 Penalty: 1889.592529
	Iteration 9F: 3 clusters Score -32413.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Entering Unmasked Estep 
Score: -3667927.750000 Penalty: 1703.958618
	Iteration 0F: 2 clusters Score -3667928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3643995.250000 Penalty: 3407.917236
	Iteration 0F: 3 clusters Score -3643995 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3653344.000000 Penalty: 3407.917236
	Iteration 1F: 3 clusters Score -3653344 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3653926.250000 Penalty: 3407.917236
	Iteration 2Q: 3 clusters Score -3653926 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3654694.000000 Penalty: 3407.917236
	Iteration 3Q: 3 clusters Score -3654694 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3655681.500000 Penalty: 3407.917236
	Iteration 4F: 3 clusters Score -3655682 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3656951.500000 Penalty: 3407.917236
	Iteration 5F: 3 clusters Score -3656952 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3658572.750000 Penalty: 3407.917236
	Iteration 6F: 3 clusters Score -3658573 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3660295.250000 Penalty: 3407.917236
	Iteration 7F: 3 clusters Score -3660295 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3661789.250000 Penalty: 3407.917236
	Iteration 8F: 3 clusters Score -3661789 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3662903.000000 Penalty: 3407.917236
	Iteration 9Q: 3 clusters Score -3662903 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3663681.000000 Penalty: 3407.917236
	Iteration 10Q: 3 clusters Score -3663681 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3664264.750000 Penalty: 3407.917236
	Iteration 11Q: 3 clusters Score -3664265 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3664716.000000 Penalty: 3407.917236
	Iteration 12Q: 3 clusters Score -3664716 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3665103.000000 Penalty: 3407.917236
	Iteration 13Q: 3 clusters Score -3665103 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3665388.750000 Penalty: 3407.917236
	Iteration 14Q: 3 clusters Score -3665389 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3665648.750000 Penalty: 3407.917236
	Iteration 15Q: 3 clusters Score -3665649 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -3665839.250000 Penalty: 3407.917236
	Iteration 16Q: 3 clusters Score -3665839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3665998.750000 Penalty: 3407.917236
	Iteration 17Q: 3 clusters Score -3665999 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3666105.250000 Penalty: 3407.917236
	Iteration 18Q: 3 clusters Score -3666105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3666187.750000 Penalty: 3407.917236
	Iteration 19Q: 3 clusters Score -3666188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -3666262.000000 Penalty: 3407.917236
	Iteration 20F: 3 clusters Score -3666262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3666311.750000 Penalty: 3407.917236
	Iteration 21Q: 3 clusters Score -3666312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3666325.250000 Penalty: 3407.917236
	Iteration 22Q: 3 clusters Score -3666325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -3666357.750000 Penalty: 3407.917236
	Iteration 23Q: 3 clusters Score -3666358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -3666382.500000 Penalty: 3407.917236
	Iteration 24Q: 3 clusters Score -3666382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -3666408.250000 Penalty: 3407.917236
	Iteration 25Q: 3 clusters Score -3666408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -3666424.500000 Penalty: 3407.917236
	Iteration 26Q: 3 clusters Score -3666424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3666431.000000 Penalty: 3407.917236
	Iteration 27Q: 3 clusters Score -3666431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3666439.000000 Penalty: 3407.917236
	Iteration 28Q: 3 clusters Score -3666439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -3666440.000000 Penalty: 3407.917236
	Iteration 29Q: 3 clusters Score -3666440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -3666445.750000 Penalty: 3407.917236
	Iteration 30Q: 3 clusters Score -3666446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3666447.000000 Penalty: 3407.917236
	Iteration 31Q: 3 clusters Score -3666447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3666447.000000 Penalty: 3407.917236
	Iteration 32F: 3 clusters Score -3666447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -125269.992188 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -125270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123748.179688 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -123748.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124094.960938 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -124095 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -124283.453125 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -124283.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -124435.546875 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -124435.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -124578.695312 Penalty: 2322.188721
	Iteration 4F: 3 clusters Score -124578.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -124884.703125 Penalty: 2322.188721
	Iteration 5F: 3 clusters Score -124884.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -125097.867188 Penalty: 2322.188721
	Iteration 6F: 3 clusters Score -125097.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -125164.851562 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -125164.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -125200.171875 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -125200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -125218.429688 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -125218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -125226.195312 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -125226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -125230.265625 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -125230.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -125236.742188 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -125236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -125239.945312 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -125239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125240.679688 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -125240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125240.679688 Penalty: 2322.188721
	Iteration 15F: 3 clusters Score -125240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81072 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 21336 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 15325 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35807 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203864.000000 Penalty: 39277.449219
Iteration 159Q: 19 clusters Score -7.020386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233631 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81072 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46526 members 
Mstep: Class 12 contains 15328 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35807 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203840.000000 Penalty: 39277.449219
Iteration 160F: 19 clusters Score -7.020384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81071 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46526 members 
Mstep: Class 12 contains 15332 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 161Q: 19 clusters Score -7.020383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233630 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81069 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46527 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203840.000000 Penalty: 39277.449219
Iteration 162Q: 19 clusters Score -7.020384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233630 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81068 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46528 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203840.000000 Penalty: 39277.449219
Iteration 163Q: 19 clusters Score -7.020384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233630 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81065 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46531 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 164Q: 19 clusters Score -7.020383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233631 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81063 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46532 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 165Q: 19 clusters Score -7.020383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233633 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81059 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46534 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203832.000000 Penalty: 39277.449219
Iteration 166Q: 19 clusters Score -7.020383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81056 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46534 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 167Q: 19 clusters Score -7.020382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81055 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30348 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203784.000000 Penalty: 39277.449219
Iteration 168Q: 19 clusters Score -7.020378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81052 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30349 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 169Q: 19 clusters Score -7.020382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233635 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81050 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21335 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 170Q: 19 clusters Score -7.020382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21336 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62806 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203800.000000 Penalty: 39277.449219
Iteration 171Q: 19 clusters Score -7.02038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62807 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 172Q: 19 clusters Score -7.020381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233635 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62809 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 173Q: 19 clusters Score -7.020382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62810 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 174Q: 19 clusters Score -7.020382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62811 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 175Q: 19 clusters Score -7.020382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233633 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62812 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203808.000000 Penalty: 39277.449219
Iteration 176Q: 19 clusters Score -7.020381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 81044 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62812 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203816.000000 Penalty: 39277.449219
Iteration 177Q: 19 clusters Score -7.020382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233636 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34726 members 
Mstep: Class 6 contains 81043 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62812 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 178Q: 19 clusters Score -7.020382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233636 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 81044 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62812 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 179Q: 19 clusters Score -7.020382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 233636 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 81044 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 21337 members 
Mstep: Class 11 contains 46536 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 51468 members 
Mstep: Class 17 contains 62812 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 22 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203824.000000 Penalty: 39277.449219
Iteration 180F: 19 clusters Score -7.020382e+07 nChanged 0
Entering ConstructFrom: 
Score: -70203824.000000 Penalty: 39277.449219
Entering ConstructFrom: 
Trying to split cluster 1 (233636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233636 members 
Entering Unmasked Estep 
Score: -24507826.000000 Penalty: 2008.746948
	Iteration 0F: 2 clusters Score -2.450783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -24361064.000000 Penalty: 4017.493896
	Iteration 0F: 3 clusters Score -2.436106e+07 nChanged 113762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -24428500.000000 Penalty: 4017.493896
	Iteration 1F: 3 clusters Score -2.44285e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -24429846.000000 Penalty: 4017.493896
	Iteration 2Q: 3 clusters Score -2.442985e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -24431704.000000 Penalty: 4017.493896
	Iteration 3Q: 3 clusters Score -2.44317e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140608 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -24435174.000000 Penalty: 4017.493896
	Iteration 4Q: 3 clusters Score -2.443517e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -24441868.000000 Penalty: 4017.493896
	Iteration 5F: 3 clusters Score -2.444187e+07 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171350 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -24454404.000000 Penalty: 4017.493896
	Iteration 6F: 3 clusters Score -2.44544e+07 nChanged 21759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193059 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -24473532.000000 Penalty: 4017.493896
	Iteration 7F: 3 clusters Score -2.447353e+07 nChanged 20526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213585 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -24491956.000000 Penalty: 4017.493896
	Iteration 8F: 3 clusters Score -2.449196e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226773 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -24501296.000000 Penalty: 4017.493896
	Iteration 9F: 3 clusters Score -2.45013e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231682 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -24504518.000000 Penalty: 4017.493896
	Iteration 10Q: 3 clusters Score -2.450452e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232923 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24505640.000000 Penalty: 4017.493896
	Iteration 11Q: 3 clusters Score -2.450564e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233178 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -24505910.000000 Penalty: 4017.493896
	Iteration 12Q: 3 clusters Score -2.450591e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233243 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24506034.000000 Penalty: 4017.493896
	Iteration 13Q: 3 clusters Score -2.450603e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24506108.000000 Penalty: 4017.493896
	Iteration 14Q: 3 clusters Score -2.450611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233269 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24506144.000000 Penalty: 4017.493896
	Iteration 15Q: 3 clusters Score -2.450614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233263 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24506130.000000 Penalty: 4017.493896
	Iteration 16Q: 3 clusters Score -2.450613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233267 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24506132.000000 Penalty: 4017.493896
	Iteration 17Q: 3 clusters Score -2.450613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24506146.000000 Penalty: 4017.493896
	Iteration 18Q: 3 clusters Score -2.450615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233269 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24506140.000000 Penalty: 4017.493896
	Iteration 19Q: 3 clusters Score -2.450614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233271 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24506144.000000 Penalty: 4017.493896
	Iteration 20F: 3 clusters Score -2.450614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233270 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24506162.000000 Penalty: 4017.493896
	Iteration 21Q: 3 clusters Score -2.450616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24506172.000000 Penalty: 4017.493896
	Iteration 22Q: 3 clusters Score -2.450617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24506180.000000 Penalty: 4017.493896
	Iteration 23Q: 3 clusters Score -2.450618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24506198.000000 Penalty: 4017.493896
	Iteration 24Q: 3 clusters Score -2.45062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24506198.000000 Penalty: 4017.493896
	Iteration 25Q: 3 clusters Score -2.45062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24506198.000000 Penalty: 4017.493896
	Iteration 26F: 3 clusters Score -2.45062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -370108.000000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -370108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -367056.093750 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -367056.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -367788.562500 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -367788.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -367932.437500 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -367932.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -368028.156250 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -368028.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -368087.531250 Penalty: 2655.861572
	Iteration 4Q: 3 clusters Score -368087.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -368136.312500 Penalty: 2655.861572
	Iteration 5Q: 3 clusters Score -368136.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368175.625000 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -368175.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368209.125000 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -368209.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -368243.562500 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -368243.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368277.437500 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -368277.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -368310.250000 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -368310.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -368336.593750 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -368336.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368357.906250 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -368357.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -368378.125000 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -368378.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -368393.812500 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -368393.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368406.406250 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -368406.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -368420.156250 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -368420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368429.093750 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -368429.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -368438.937500 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -368438.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -368447.718750 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -368447.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -368458.437500 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -368458.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -368464.156250 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -368464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -368468.468750 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -368468.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368472.687500 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -368472.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368474.375000 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -368474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368477.593750 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -368477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368481.781250 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -368481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368484.218750 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -368484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368486.531250 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -368486.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -368489.812500 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -368489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -368493.937500 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -368493.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368497.781250 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -368497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368502.500000 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -368502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368506.687500 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -368506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368507.468750 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -368507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368510.687500 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -368510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368512.875000 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -368512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368515.343750 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -368515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -368518.125000 Penalty: 2655.861572
	Iteration 38Q: 3 clusters Score -368518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368519.968750 Penalty: 2655.861572
	Iteration 39Q: 3 clusters Score -368520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368520.531250 Penalty: 2655.861572
	Iteration 40F: 3 clusters Score -368520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368521.468750 Penalty: 2655.861572
	Iteration 41Q: 3 clusters Score -368521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368521.843750 Penalty: 2655.861572
	Iteration 42Q: 3 clusters Score -368521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368522.250000 Penalty: 2655.861572
	Iteration 43Q: 3 clusters Score -368522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368522.781250 Penalty: 2655.861572
	Iteration 44Q: 3 clusters Score -368522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368523.718750 Penalty: 2655.861572
	Iteration 45Q: 3 clusters Score -368523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368524.718750 Penalty: 2655.861572
	Iteration 46Q: 3 clusters Score -368524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368524.718750 Penalty: 2655.861572
	Iteration 47F: 3 clusters Score -368524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -24539.837891 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -24539.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23748.470703 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -23748.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23904.412109 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -23904.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23969.408203 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -23969.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24046.787109 Penalty: 1869.586060
	Iteration 3F: 3 clusters Score -24046.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24136.710938 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -24136.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24153.388672 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -24153.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24154.902344 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -24154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24154.902344 Penalty: 1869.586060
	Iteration 7F: 3 clusters Score -24154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Entering Unmasked Estep 
Score: -3710013.750000 Penalty: 1698.972534
	Iteration 0F: 2 clusters Score -3710014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3686627.500000 Penalty: 3397.945068
	Iteration 0F: 3 clusters Score -3686628 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3695692.000000 Penalty: 3397.945068
	Iteration 1F: 3 clusters Score -3695692 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3696201.000000 Penalty: 3397.945068
	Iteration 2Q: 3 clusters Score -3696201 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3696688.250000 Penalty: 3397.945068
	Iteration 3Q: 3 clusters Score -3696688 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3697252.000000 Penalty: 3397.945068
	Iteration 4Q: 3 clusters Score -3697252 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3697843.000000 Penalty: 3397.945068
	Iteration 5Q: 3 clusters Score -3697843 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3698578.750000 Penalty: 3397.945068
	Iteration 6Q: 3 clusters Score -3698579 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3699553.750000 Penalty: 3397.945068
	Iteration 7F: 3 clusters Score -3699554 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3700760.250000 Penalty: 3397.945068
	Iteration 8F: 3 clusters Score -3700760 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3702069.750000 Penalty: 3397.945068
	Iteration 9F: 3 clusters Score -3702070 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3703170.000000 Penalty: 3397.945068
	Iteration 10F: 3 clusters Score -3703170 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3703802.750000 Penalty: 3397.945068
	Iteration 11Q: 3 clusters Score -3703803 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3704149.000000 Penalty: 3397.945068
	Iteration 12Q: 3 clusters Score -3704149 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3704371.750000 Penalty: 3397.945068
	Iteration 13Q: 3 clusters Score -3704372 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3704516.500000 Penalty: 3397.945068
	Iteration 14Q: 3 clusters Score -3704516 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3704649.750000 Penalty: 3397.945068
	Iteration 15Q: 3 clusters Score -3704650 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3704738.750000 Penalty: 3397.945068
	Iteration 16Q: 3 clusters Score -3704739 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3704828.000000 Penalty: 3397.945068
	Iteration 17Q: 3 clusters Score -3704828 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3704917.000000 Penalty: 3397.945068
	Iteration 18Q: 3 clusters Score -3704917 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3704986.000000 Penalty: 3397.945068
	Iteration 19Q: 3 clusters Score -3704986 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3705034.500000 Penalty: 3397.945068
	Iteration 20F: 3 clusters Score -3705034 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3705115.500000 Penalty: 3397.945068
	Iteration 21Q: 3 clusters Score -3705116 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3705170.500000 Penalty: 3397.945068
	Iteration 22Q: 3 clusters Score -3705170 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3705215.000000 Penalty: 3397.945068
	Iteration 23Q: 3 clusters Score -3705215 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3705257.750000 Penalty: 3397.945068
	Iteration 24Q: 3 clusters Score -3705258 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3705277.500000 Penalty: 3397.945068
	Iteration 25Q: 3 clusters Score -3705278 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3705324.500000 Penalty: 3397.945068
	Iteration 26Q: 3 clusters Score -3705324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3705338.250000 Penalty: 3397.945068
	Iteration 27Q: 3 clusters Score -3705338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3705383.500000 Penalty: 3397.945068
	Iteration 28Q: 3 clusters Score -3705384 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3705403.500000 Penalty: 3397.945068
	Iteration 29Q: 3 clusters Score -3705404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3705435.250000 Penalty: 3397.945068
	Iteration 30Q: 3 clusters Score -3705435 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3705475.750000 Penalty: 3397.945068
	Iteration 31Q: 3 clusters Score -3705476 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3705498.250000 Penalty: 3397.945068
	Iteration 32Q: 3 clusters Score -3705498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3705511.250000 Penalty: 3397.945068
	Iteration 33Q: 3 clusters Score -3705511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3705534.250000 Penalty: 3397.945068
	Iteration 34Q: 3 clusters Score -3705534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3705557.250000 Penalty: 3397.945068
	Iteration 35Q: 3 clusters Score -3705557 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3705569.000000 Penalty: 3397.945068
	Iteration 36Q: 3 clusters Score -3705569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3705584.250000 Penalty: 3397.945068
	Iteration 37Q: 3 clusters Score -3705584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3705582.250000 Penalty: 3397.945068
	Iteration 38Q: 3 clusters Score -3705582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3705609.750000 Penalty: 3397.945068
	Iteration 39Q: 3 clusters Score -3705610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3705621.250000 Penalty: 3397.945068
	Iteration 40F: 3 clusters Score -3705621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3705634.000000 Penalty: 3397.945068
	Iteration 41Q: 3 clusters Score -3705634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3705650.250000 Penalty: 3397.945068
	Iteration 42Q: 3 clusters Score -3705650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3705670.250000 Penalty: 3397.945068
	Iteration 43Q: 3 clusters Score -3705670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3705681.250000 Penalty: 3397.945068
	Iteration 44Q: 3 clusters Score -3705681 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3705709.750000 Penalty: 3397.945068
	Iteration 45Q: 3 clusters Score -3705710 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3705737.250000 Penalty: 3397.945068
	Iteration 46Q: 3 clusters Score -3705737 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3705765.500000 Penalty: 3397.945068
	Iteration 47Q: 3 clusters Score -3705766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3705772.750000 Penalty: 3397.945068
	Iteration 48Q: 3 clusters Score -3705773 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3705806.500000 Penalty: 3397.945068
	Iteration 49Q: 3 clusters Score -3705806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3705853.250000 Penalty: 3397.945068
	Iteration 50Q: 3 clusters Score -3705853 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3705876.750000 Penalty: 3397.945068
	Iteration 51Q: 3 clusters Score -3705877 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3705912.000000 Penalty: 3397.945068
	Iteration 52Q: 3 clusters Score -3705912 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3705947.500000 Penalty: 3397.945068
	Iteration 53Q: 3 clusters Score -3705948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3705992.000000 Penalty: 3397.945068
	Iteration 54Q: 3 clusters Score -3705992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3706026.500000 Penalty: 3397.945068
	Iteration 55Q: 3 clusters Score -3706026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3706064.250000 Penalty: 3397.945068
	Iteration 56Q: 3 clusters Score -3706064 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3706120.000000 Penalty: 3397.945068
	Iteration 57Q: 3 clusters Score -3706120 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3706167.750000 Penalty: 3397.945068
	Iteration 58Q: 3 clusters Score -3706168 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3706214.250000 Penalty: 3397.945068
	Iteration 59Q: 3 clusters Score -3706214 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3706257.250000 Penalty: 3397.945068
	Iteration 60F: 3 clusters Score -3706257 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3706307.500000 Penalty: 3397.945068
	Iteration 61Q: 3 clusters Score -3706308 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3706357.750000 Penalty: 3397.945068
	Iteration 62Q: 3 clusters Score -3706358 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3706433.000000 Penalty: 3397.945068
	Iteration 63Q: 3 clusters Score -3706433 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3706490.000000 Penalty: 3397.945068
	Iteration 64Q: 3 clusters Score -3706490 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3706555.000000 Penalty: 3397.945068
	Iteration 65Q: 3 clusters Score -3706555 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3706634.500000 Penalty: 3397.945068
	Iteration 66Q: 3 clusters Score -3706634 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3706726.750000 Penalty: 3397.945068
	Iteration 67Q: 3 clusters Score -3706727 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3706806.500000 Penalty: 3397.945068
	Iteration 68Q: 3 clusters Score -3706806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3706910.250000 Penalty: 3397.945068
	Iteration 69Q: 3 clusters Score -3706910 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3707018.500000 Penalty: 3397.945068
	Iteration 70Q: 3 clusters Score -3707018 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3707122.000000 Penalty: 3397.945068
	Iteration 71Q: 3 clusters Score -3707122 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3707221.000000 Penalty: 3397.945068
	Iteration 72Q: 3 clusters Score -3707221 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3707300.000000 Penalty: 3397.945068
	Iteration 73Q: 3 clusters Score -3707300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3707368.500000 Penalty: 3397.945068
	Iteration 74Q: 3 clusters Score -3707368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3707425.750000 Penalty: 3397.945068
	Iteration 75Q: 3 clusters Score -3707426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3707481.750000 Penalty: 3397.945068
	Iteration 76Q: 3 clusters Score -3707482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3707530.500000 Penalty: 3397.945068
	Iteration 77Q: 3 clusters Score -3707530 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3707577.250000 Penalty: 3397.945068
	Iteration 78Q: 3 clusters Score -3707577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3707629.250000 Penalty: 3397.945068
	Iteration 79Q: 3 clusters Score -3707629 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3707667.250000 Penalty: 3397.945068
	Iteration 80F: 3 clusters Score -3707667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3707714.250000 Penalty: 3397.945068
	Iteration 81Q: 3 clusters Score -3707714 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3707750.500000 Penalty: 3397.945068
	Iteration 82Q: 3 clusters Score -3707750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3707781.750000 Penalty: 3397.945068
	Iteration 83Q: 3 clusters Score -3707782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3707806.000000 Penalty: 3397.945068
	Iteration 84Q: 3 clusters Score -3707806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3707857.000000 Penalty: 3397.945068
	Iteration 85Q: 3 clusters Score -3707857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3707907.250000 Penalty: 3397.945068
	Iteration 86Q: 3 clusters Score -3707907 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3707933.750000 Penalty: 3397.945068
	Iteration 87Q: 3 clusters Score -3707934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3707976.750000 Penalty: 3397.945068
	Iteration 88Q: 3 clusters Score -3707977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3708027.250000 Penalty: 3397.945068
	Iteration 89Q: 3 clusters Score -3708027 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3708064.250000 Penalty: 3397.945068
	Iteration 90Q: 3 clusters Score -3708064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3708107.750000 Penalty: 3397.945068
	Iteration 91Q: 3 clusters Score -3708108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3708146.750000 Penalty: 3397.945068
	Iteration 92Q: 3 clusters Score -3708147 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3708181.250000 Penalty: 3397.945068
	Iteration 93Q: 3 clusters Score -3708181 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3708237.250000 Penalty: 3397.945068
	Iteration 94Q: 3 clusters Score -3708237 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3708274.250000 Penalty: 3397.945068
	Iteration 95Q: 3 clusters Score -3708274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3708306.250000 Penalty: 3397.945068
	Iteration 96Q: 3 clusters Score -3708306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3708343.000000 Penalty: 3397.945068
	Iteration 97Q: 3 clusters Score -3708343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3708357.000000 Penalty: 3397.945068
	Iteration 98Q: 3 clusters Score -3708357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3708382.500000 Penalty: 3397.945068
	Iteration 99Q: 3 clusters Score -3708382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3708398.500000 Penalty: 3397.945068
	Iteration 100F: 3 clusters Score -3708398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3708422.000000 Penalty: 3397.945068
	Iteration 101Q: 3 clusters Score -3708422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3708440.750000 Penalty: 3397.945068
	Iteration 102Q: 3 clusters Score -3708441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3708469.000000 Penalty: 3397.945068
	Iteration 103Q: 3 clusters Score -3708469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3708490.000000 Penalty: 3397.945068
	Iteration 104Q: 3 clusters Score -3708490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3708492.250000 Penalty: 3397.945068
	Iteration 105Q: 3 clusters Score -3708492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3708509.250000 Penalty: 3397.945068
	Iteration 106Q: 3 clusters Score -3708509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3708519.500000 Penalty: 3397.945068
	Iteration 107Q: 3 clusters Score -3708520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3708529.500000 Penalty: 3397.945068
	Iteration 108Q: 3 clusters Score -3708530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3708535.500000 Penalty: 3397.945068
	Iteration 109Q: 3 clusters Score -3708536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3708541.000000 Penalty: 3397.945068
	Iteration 110Q: 3 clusters Score -3708541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3708555.000000 Penalty: 3397.945068
	Iteration 111Q: 3 clusters Score -3708555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3708559.500000 Penalty: 3397.945068
	Iteration 112Q: 3 clusters Score -3708560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3708575.000000 Penalty: 3397.945068
	Iteration 113Q: 3 clusters Score -3708575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3708587.000000 Penalty: 3397.945068
	Iteration 114Q: 3 clusters Score -3708587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3708595.250000 Penalty: 3397.945068
	Iteration 115Q: 3 clusters Score -3708595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3708598.000000 Penalty: 3397.945068
	Iteration 116Q: 3 clusters Score -3708598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3708600.500000 Penalty: 3397.945068
	Iteration 117Q: 3 clusters Score -3708600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3708605.500000 Penalty: 3397.945068
	Iteration 118Q: 3 clusters Score -3708606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3708606.250000 Penalty: 3397.945068
	Iteration 119Q: 3 clusters Score -3708606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3708618.250000 Penalty: 3397.945068
	Iteration 120F: 3 clusters Score -3708618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3708611.000000 Penalty: 3397.945068
	Iteration 121Q: 3 clusters Score -3708611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3708615.500000 Penalty: 3397.945068
	Iteration 122Q: 3 clusters Score -3708616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3708612.500000 Penalty: 3397.945068
	Iteration 123Q: 3 clusters Score -3708612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3708613.500000 Penalty: 3397.945068
	Iteration 124Q: 3 clusters Score -3708614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3708611.000000 Penalty: 3397.945068
	Iteration 125Q: 3 clusters Score -3708611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3708612.000000 Penalty: 3397.945068
	Iteration 126Q: 3 clusters Score -3708612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3708612.250000 Penalty: 3397.945068
	Iteration 127Q: 3 clusters Score -3708612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3708615.000000 Penalty: 3397.945068
	Iteration 128Q: 3 clusters Score -3708615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3708615.500000 Penalty: 3397.945068
	Iteration 129Q: 3 clusters Score -3708616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3708611.250000 Penalty: 3397.945068
	Iteration 130Q: 3 clusters Score -3708611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3708613.250000 Penalty: 3397.945068
	Iteration 131Q: 3 clusters Score -3708613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3708613.250000 Penalty: 3397.945068
	Iteration 132F: 3 clusters Score -3708613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Entering Unmasked Estep 
Score: -8579633.000000 Penalty: 1836.696533
	Iteration 0F: 2 clusters Score -8579633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -8526006.000000 Penalty: 3673.393066
	Iteration 0F: 3 clusters Score -8526006 nChanged 38211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8548726.000000 Penalty: 3673.393066
	Iteration 1F: 3 clusters Score -8548726 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8550534.000000 Penalty: 3673.393066
	Iteration 2F: 3 clusters Score -8550534 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -8553906.000000 Penalty: 3673.393066
	Iteration 3F: 3 clusters Score -8553906 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8559403.000000 Penalty: 3673.393066
	Iteration 4F: 3 clusters Score -8559403 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8566393.000000 Penalty: 3673.393066
	Iteration 5F: 3 clusters Score -8566393 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -8572284.000000 Penalty: 3673.393066
	Iteration 6F: 3 clusters Score -8572284 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8575605.000000 Penalty: 3673.393066
	Iteration 7Q: 3 clusters Score -8575605 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8577036.000000 Penalty: 3673.393066
	Iteration 8Q: 3 clusters Score -8577036 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8577621.000000 Penalty: 3673.393066
	Iteration 9Q: 3 clusters Score -8577621 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8577852.000000 Penalty: 3673.393066
	Iteration 10Q: 3 clusters Score -8577852 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8577987.000000 Penalty: 3673.393066
	Iteration 11Q: 3 clusters Score -8577987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8578045.000000 Penalty: 3673.393066
	Iteration 12Q: 3 clusters Score -8578045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8578080.000000 Penalty: 3673.393066
	Iteration 13Q: 3 clusters Score -8578080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8578098.000000 Penalty: 3673.393066
	Iteration 14Q: 3 clusters Score -8578098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8578100.000000 Penalty: 3673.393066
	Iteration 15Q: 3 clusters Score -8578100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8578115.000000 Penalty: 3673.393066
	Iteration 16Q: 3 clusters Score -8578115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8578124.000000 Penalty: 3673.393066
	Iteration 17Q: 3 clusters Score -8578124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8578128.000000 Penalty: 3673.393066
	Iteration 18Q: 3 clusters Score -8578128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8578134.000000 Penalty: 3673.393066
	Iteration 19Q: 3 clusters Score -8578134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8578149.000000 Penalty: 3673.393066
	Iteration 20F: 3 clusters Score -8578149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8578162.000000 Penalty: 3673.393066
	Iteration 21Q: 3 clusters Score -8578162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8578157.000000 Penalty: 3673.393066
	Iteration 22Q: 3 clusters Score -8578157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8578157.000000 Penalty: 3673.393066
	Iteration 23Q: 3 clusters Score -8578157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8578161.000000 Penalty: 3673.393066
	Iteration 24Q: 3 clusters Score -8578161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8578162.000000 Penalty: 3673.393066
	Iteration 25Q: 3 clusters Score -8578162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8578163.000000 Penalty: 3673.393066
	Iteration 26Q: 3 clusters Score -8578163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8578163.000000 Penalty: 3673.393066
	Iteration 27F: 3 clusters Score -8578163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -793098.250000 Penalty: 1456.096924
	Iteration 0F: 2 clusters Score -793098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -787336.187500 Penalty: 2912.193848
	Iteration 0F: 3 clusters Score -787336.2 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -789321.875000 Penalty: 2912.193848
	Iteration 1F: 3 clusters Score -789321.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -789928.562500 Penalty: 2912.193848
	Iteration 2F: 3 clusters Score -789928.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -790493.375000 Penalty: 2912.193848
	Iteration 3F: 3 clusters Score -790493.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -790866.562500 Penalty: 2912.193848
	Iteration 4F: 3 clusters Score -790866.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -791138.312500 Penalty: 2912.193848
	Iteration 5F: 3 clusters Score -791138.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -791366.750000 Penalty: 2912.193848
	Iteration 6Q: 3 clusters Score -791366.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -791559.062500 Penalty: 2912.193848
	Iteration 7Q: 3 clusters Score -791559.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -791737.812500 Penalty: 2912.193848
	Iteration 8Q: 3 clusters Score -791737.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -791884.062500 Penalty: 2912.193848
	Iteration 9Q: 3 clusters Score -791884.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -791977.500000 Penalty: 2912.193848
	Iteration 10Q: 3 clusters Score -791977.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -792035.312500 Penalty: 2912.193848
	Iteration 11Q: 3 clusters Score -792035.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -792067.250000 Penalty: 2912.193848
	Iteration 12Q: 3 clusters Score -792067.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -792084.875000 Penalty: 2912.193848
	Iteration 13Q: 3 clusters Score -792084.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -792098.937500 Penalty: 2912.193848
	Iteration 14Q: 3 clusters Score -792098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -792107.687500 Penalty: 2912.193848
	Iteration 15Q: 3 clusters Score -792107.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -792115.187500 Penalty: 2912.193848
	Iteration 16Q: 3 clusters Score -792115.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -792121.625000 Penalty: 2912.193848
	Iteration 17Q: 3 clusters Score -792121.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -792125.812500 Penalty: 2912.193848
	Iteration 18Q: 3 clusters Score -792125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -792132.812500 Penalty: 2912.193848
	Iteration 19Q: 3 clusters Score -792132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -792136.375000 Penalty: 2912.193848
	Iteration 20F: 3 clusters Score -792136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -792139.187500 Penalty: 2912.193848
	Iteration 21Q: 3 clusters Score -792139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -792140.875000 Penalty: 2912.193848
	Iteration 22Q: 3 clusters Score -792140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -792144.375000 Penalty: 2912.193848
	Iteration 23Q: 3 clusters Score -792144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -792144.187500 Penalty: 2912.193848
	Iteration 24Q: 3 clusters Score -792144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -792147.062500 Penalty: 2912.193848
	Iteration 25Q: 3 clusters Score -792147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -792148.562500 Penalty: 2912.193848
	Iteration 26Q: 3 clusters Score -792148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -792148.687500 Penalty: 2912.193848
	Iteration 27Q: 3 clusters Score -792148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -792150.062500 Penalty: 2912.193848
	Iteration 28Q: 3 clusters Score -792150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -792152.000000 Penalty: 2912.193848
	Iteration 29Q: 3 clusters Score -792152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -792153.687500 Penalty: 2912.193848
	Iteration 30Q: 3 clusters Score -792153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -792152.437500 Penalty: 2912.193848
	Iteration 31Q: 3 clusters Score -792152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -792152.437500 Penalty: 2912.193848
	Iteration 32Q: 3 clusters Score -792152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -792153.125000 Penalty: 2912.193848
	Iteration 33Q: 3 clusters Score -792153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -792153.125000 Penalty: 2912.193848
	Iteration 34F: 3 clusters Score -792153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Entering Unmasked Estep 
Score: -4856349.000000 Penalty: 1743.430420
	Iteration 0F: 2 clusters Score -4856349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4825799.500000 Penalty: 3486.860840
	Iteration 0F: 3 clusters Score -4825800 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4837848.000000 Penalty: 3486.860840
	Iteration 1F: 3 clusters Score -4837848 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4838353.500000 Penalty: 3486.860840
	Iteration 2Q: 3 clusters Score -4838354 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4838837.000000 Penalty: 3486.860840
	Iteration 3Q: 3 clusters Score -4838837 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4839382.500000 Penalty: 3486.860840
	Iteration 4Q: 3 clusters Score -4839382 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4840023.000000 Penalty: 3486.860840
	Iteration 5Q: 3 clusters Score -4840023 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4840841.000000 Penalty: 3486.860840
	Iteration 6Q: 3 clusters Score -4840841 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4841832.500000 Penalty: 3486.860840
	Iteration 7Q: 3 clusters Score -4841832 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4843095.500000 Penalty: 3486.860840
	Iteration 8Q: 3 clusters Score -4843096 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4844691.500000 Penalty: 3486.860840
	Iteration 9F: 3 clusters Score -4844692 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4846341.000000 Penalty: 3486.860840
	Iteration 10F: 3 clusters Score -4846341 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4847723.500000 Penalty: 3486.860840
	Iteration 11Q: 3 clusters Score -4847724 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4848506.000000 Penalty: 3486.860840
	Iteration 12Q: 3 clusters Score -4848506 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4848890.500000 Penalty: 3486.860840
	Iteration 13Q: 3 clusters Score -4848890 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4849131.500000 Penalty: 3486.860840
	Iteration 14Q: 3 clusters Score -4849132 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4849350.000000 Penalty: 3486.860840
	Iteration 15Q: 3 clusters Score -4849350 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4849560.000000 Penalty: 3486.860840
	Iteration 16Q: 3 clusters Score -4849560 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4849812.500000 Penalty: 3486.860840
	Iteration 17Q: 3 clusters Score -4849812 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4850034.000000 Penalty: 3486.860840
	Iteration 18Q: 3 clusters Score -4850034 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4850295.500000 Penalty: 3486.860840
	Iteration 19Q: 3 clusters Score -4850296 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4850568.000000 Penalty: 3486.860840
	Iteration 20F: 3 clusters Score -4850568 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4850871.500000 Penalty: 3486.860840
	Iteration 21Q: 3 clusters Score -4850872 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4851179.000000 Penalty: 3486.860840
	Iteration 22Q: 3 clusters Score -4851179 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4851516.000000 Penalty: 3486.860840
	Iteration 23Q: 3 clusters Score -4851516 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -4851887.000000 Penalty: 3486.860840
	Iteration 24Q: 3 clusters Score -4851887 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4852326.000000 Penalty: 3486.860840
	Iteration 25Q: 3 clusters Score -4852326 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4852765.500000 Penalty: 3486.860840
	Iteration 26Q: 3 clusters Score -4852766 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -4853157.000000 Penalty: 3486.860840
	Iteration 27Q: 3 clusters Score -4853157 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -4853493.500000 Penalty: 3486.860840
	Iteration 28Q: 3 clusters Score -4853494 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -4853776.500000 Penalty: 3486.860840
	Iteration 29Q: 3 clusters Score -4853776 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -4853946.000000 Penalty: 3486.860840
	Iteration 30Q: 3 clusters Score -4853946 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -4854106.000000 Penalty: 3486.860840
	Iteration 31Q: 3 clusters Score -4854106 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -4854253.000000 Penalty: 3486.860840
	Iteration 32Q: 3 clusters Score -4854253 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -4854381.000000 Penalty: 3486.860840
	Iteration 33Q: 3 clusters Score -4854381 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -4854472.000000 Penalty: 3486.860840
	Iteration 34Q: 3 clusters Score -4854472 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -4854568.500000 Penalty: 3486.860840
	Iteration 35Q: 3 clusters Score -4854568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -4854638.000000 Penalty: 3486.860840
	Iteration 36Q: 3 clusters Score -4854638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4854683.000000 Penalty: 3486.860840
	Iteration 37Q: 3 clusters Score -4854683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -4854727.500000 Penalty: 3486.860840
	Iteration 38Q: 3 clusters Score -4854728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -4854756.000000 Penalty: 3486.860840
	Iteration 39Q: 3 clusters Score -4854756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -4854790.000000 Penalty: 3486.860840
	Iteration 40F: 3 clusters Score -4854790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -4854816.500000 Penalty: 3486.860840
	Iteration 41Q: 3 clusters Score -4854816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -4854840.500000 Penalty: 3486.860840
	Iteration 42Q: 3 clusters Score -4854840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -4854862.500000 Penalty: 3486.860840
	Iteration 43Q: 3 clusters Score -4854862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -4854871.000000 Penalty: 3486.860840
	Iteration 44Q: 3 clusters Score -4854871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -4854881.000000 Penalty: 3486.860840
	Iteration 45Q: 3 clusters Score -4854881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -4854891.000000 Penalty: 3486.860840
	Iteration 46Q: 3 clusters Score -4854891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -4854891.000000 Penalty: 3486.860840
	Iteration 47Q: 3 clusters Score -4854891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -4854889.000000 Penalty: 3486.860840
	Iteration 48Q: 3 clusters Score -4854889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -4854897.000000 Penalty: 3486.860840
	Iteration 49Q: 3 clusters Score -4854897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -4854894.000000 Penalty: 3486.860840
	Iteration 50Q: 3 clusters Score -4854894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -4854894.500000 Penalty: 3486.860840
	Iteration 51Q: 3 clusters Score -4854894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -4854898.000000 Penalty: 3486.860840
	Iteration 52Q: 3 clusters Score -4854898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -4854897.000000 Penalty: 3486.860840
	Iteration 53Q: 3 clusters Score -4854897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -4854902.500000 Penalty: 3486.860840
	Iteration 54Q: 3 clusters Score -4854902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -4854902.000000 Penalty: 3486.860840
	Iteration 55Q: 3 clusters Score -4854902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -4854904.500000 Penalty: 3486.860840
	Iteration 56Q: 3 clusters Score -4854904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -4854906.500000 Penalty: 3486.860840
	Iteration 57Q: 3 clusters Score -4854906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -4854907.500000 Penalty: 3486.860840
	Iteration 58Q: 3 clusters Score -4854908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -4854907.500000 Penalty: 3486.860840
	Iteration 59F: 3 clusters Score -4854908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Entering Unmasked Estep 
Score: -2285369.750000 Penalty: 1619.832153
	Iteration 0F: 2 clusters Score -2285370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2270800.500000 Penalty: 3239.664307
	Iteration 0F: 3 clusters Score -2270800 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2276067.250000 Penalty: 3239.664307
	Iteration 1F: 3 clusters Score -2276067 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2276369.500000 Penalty: 3239.664307
	Iteration 2Q: 3 clusters Score -2276370 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2276629.000000 Penalty: 3239.664307
	Iteration 3Q: 3 clusters Score -2276629 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2276865.750000 Penalty: 3239.664307
	Iteration 4Q: 3 clusters Score -2276866 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2277180.000000 Penalty: 3239.664307
	Iteration 5Q: 3 clusters Score -2277180 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2277628.750000 Penalty: 3239.664307
	Iteration 6Q: 3 clusters Score -2277629 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2278250.750000 Penalty: 3239.664307
	Iteration 7F: 3 clusters Score -2278251 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2279228.000000 Penalty: 3239.664307
	Iteration 8F: 3 clusters Score -2279228 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2280576.750000 Penalty: 3239.664307
	Iteration 9F: 3 clusters Score -2280577 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2281942.500000 Penalty: 3239.664307
	Iteration 10F: 3 clusters Score -2281942 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2282946.750000 Penalty: 3239.664307
	Iteration 11Q: 3 clusters Score -2282947 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2283474.750000 Penalty: 3239.664307
	Iteration 12Q: 3 clusters Score -2283475 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2283725.000000 Penalty: 3239.664307
	Iteration 13Q: 3 clusters Score -2283725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2283844.750000 Penalty: 3239.664307
	Iteration 14Q: 3 clusters Score -2283845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2283911.750000 Penalty: 3239.664307
	Iteration 15Q: 3 clusters Score -2283912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2283938.500000 Penalty: 3239.664307
	Iteration 16Q: 3 clusters Score -2283938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2283952.500000 Penalty: 3239.664307
	Iteration 17Q: 3 clusters Score -2283952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2283961.250000 Penalty: 3239.664307
	Iteration 18Q: 3 clusters Score -2283961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2283967.250000 Penalty: 3239.664307
	Iteration 19Q: 3 clusters Score -2283967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2283978.000000 Penalty: 3239.664307
	Iteration 20F: 3 clusters Score -2283978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2283982.500000 Penalty: 3239.664307
	Iteration 21Q: 3 clusters Score -2283982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2283982.000000 Penalty: 3239.664307
	Iteration 22Q: 3 clusters Score -2283982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2283982.000000 Penalty: 3239.664307
	Iteration 23F: 3 clusters Score -2283982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Entering Unmasked Estep 
Score: -4969358.000000 Penalty: 1746.546875
	Iteration 0F: 2 clusters Score -4969358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4938363.000000 Penalty: 3493.093750
	Iteration 0F: 3 clusters Score -4938363 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4950909.500000 Penalty: 3493.093750
	Iteration 1F: 3 clusters Score -4950910 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4951784.000000 Penalty: 3493.093750
	Iteration 2Q: 3 clusters Score -4951784 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4952793.000000 Penalty: 3493.093750
	Iteration 3F: 3 clusters Score -4952793 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4954313.500000 Penalty: 3493.093750
	Iteration 4F: 3 clusters Score -4954314 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4956514.500000 Penalty: 3493.093750
	Iteration 5F: 3 clusters Score -4956514 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4959483.000000 Penalty: 3493.093750
	Iteration 6F: 3 clusters Score -4959483 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4962741.500000 Penalty: 3493.093750
	Iteration 7F: 3 clusters Score -4962742 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4965306.000000 Penalty: 3493.093750
	Iteration 8F: 3 clusters Score -4965306 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -4966737.000000 Penalty: 3493.093750
	Iteration 9Q: 3 clusters Score -4966737 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -4967365.500000 Penalty: 3493.093750
	Iteration 10Q: 3 clusters Score -4967366 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4967591.500000 Penalty: 3493.093750
	Iteration 11Q: 3 clusters Score -4967592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4967694.500000 Penalty: 3493.093750
	Iteration 12Q: 3 clusters Score -4967694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -4967733.500000 Penalty: 3493.093750
	Iteration 13Q: 3 clusters Score -4967734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -4967763.500000 Penalty: 3493.093750
	Iteration 14Q: 3 clusters Score -4967764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -4967772.500000 Penalty: 3493.093750
	Iteration 15Q: 3 clusters Score -4967772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -4967786.500000 Penalty: 3493.093750
	Iteration 16Q: 3 clusters Score -4967786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -4967789.000000 Penalty: 3493.093750
	Iteration 17Q: 3 clusters Score -4967789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -4967797.500000 Penalty: 3493.093750
	Iteration 18Q: 3 clusters Score -4967798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -4967801.500000 Penalty: 3493.093750
	Iteration 19Q: 3 clusters Score -4967802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -4967804.500000 Penalty: 3493.093750
	Iteration 20F: 3 clusters Score -4967804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -4967800.000000 Penalty: 3493.093750
	Iteration 21Q: 3 clusters Score -4967800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 3493.093750
	Iteration 22Q: 3 clusters Score -4967802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 3493.093750
	Iteration 23Q: 3 clusters Score -4967802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 3493.093750
	Iteration 24F: 3 clusters Score -4967802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Entering Unmasked Estep 
Score: -1644589.375000 Penalty: 1566.157593
	Iteration 0F: 2 clusters Score -1644589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1633991.625000 Penalty: 3132.315186
	Iteration 0F: 3 clusters Score -1633992 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1637621.375000 Penalty: 3132.315186
	Iteration 1F: 3 clusters Score -1637621 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1637873.250000 Penalty: 3132.315186
	Iteration 2F: 3 clusters Score -1637873 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1638080.625000 Penalty: 3132.315186
	Iteration 3Q: 3 clusters Score -1638081 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1638268.250000 Penalty: 3132.315186
	Iteration 4Q: 3 clusters Score -1638268 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1638451.125000 Penalty: 3132.315186
	Iteration 5Q: 3 clusters Score -1638451 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1638626.875000 Penalty: 3132.315186
	Iteration 6Q: 3 clusters Score -1638627 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1638859.750000 Penalty: 3132.315186
	Iteration 7Q: 3 clusters Score -1638860 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1639208.625000 Penalty: 3132.315186
	Iteration 8Q: 3 clusters Score -1639209 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1639704.625000 Penalty: 3132.315186
	Iteration 9F: 3 clusters Score -1639705 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1640333.250000 Penalty: 3132.315186
	Iteration 10F: 3 clusters Score -1640333 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1641077.500000 Penalty: 3132.315186
	Iteration 11F: 3 clusters Score -1641078 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1641810.750000 Penalty: 3132.315186
	Iteration 12F: 3 clusters Score -1641811 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1642374.375000 Penalty: 3132.315186
	Iteration 13Q: 3 clusters Score -1642374 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1642733.875000 Penalty: 3132.315186
	Iteration 14Q: 3 clusters Score -1642734 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1642937.750000 Penalty: 3132.315186
	Iteration 15Q: 3 clusters Score -1642938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1643064.750000 Penalty: 3132.315186
	Iteration 16Q: 3 clusters Score -1643065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1643136.500000 Penalty: 3132.315186
	Iteration 17Q: 3 clusters Score -1643136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1643169.000000 Penalty: 3132.315186
	Iteration 18Q: 3 clusters Score -1643169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1643185.875000 Penalty: 3132.315186
	Iteration 19Q: 3 clusters Score -1643186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1643207.125000 Penalty: 3132.315186
	Iteration 20F: 3 clusters Score -1643207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1643219.875000 Penalty: 3132.315186
	Iteration 21Q: 3 clusters Score -1643220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1643239.250000 Penalty: 3132.315186
	Iteration 22Q: 3 clusters Score -1643239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1643256.000000 Penalty: 3132.315186
	Iteration 23Q: 3 clusters Score -1643256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1643269.250000 Penalty: 3132.315186
	Iteration 24Q: 3 clusters Score -1643269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1643269.625000 Penalty: 3132.315186
	Iteration 25Q: 3 clusters Score -1643270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1643271.375000 Penalty: 3132.315186
	Iteration 26Q: 3 clusters Score -1643271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1643271.000000 Penalty: 3132.315186
	Iteration 27Q: 3 clusters Score -1643271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1643271.000000 Penalty: 3132.315186
	Iteration 28F: 3 clusters Score -1643271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Entering Unmasked Estep 
Score: -3248275.250000 Penalty: 1677.089722
	Iteration 0F: 2 clusters Score -3248275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3227916.750000 Penalty: 3354.179443
	Iteration 0F: 3 clusters Score -3227917 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3235661.750000 Penalty: 3354.179443
	Iteration 1F: 3 clusters Score -3235662 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3236110.250000 Penalty: 3354.179443
	Iteration 2Q: 3 clusters Score -3236110 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3236585.000000 Penalty: 3354.179443
	Iteration 3Q: 3 clusters Score -3236585 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3237203.000000 Penalty: 3354.179443
	Iteration 4Q: 3 clusters Score -3237203 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3238075.750000 Penalty: 3354.179443
	Iteration 5F: 3 clusters Score -3238076 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3239216.000000 Penalty: 3354.179443
	Iteration 6F: 3 clusters Score -3239216 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3240678.250000 Penalty: 3354.179443
	Iteration 7F: 3 clusters Score -3240678 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3242224.750000 Penalty: 3354.179443
	Iteration 8F: 3 clusters Score -3242225 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3243537.000000 Penalty: 3354.179443
	Iteration 9F: 3 clusters Score -3243537 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3244551.000000 Penalty: 3354.179443
	Iteration 10Q: 3 clusters Score -3244551 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3245230.250000 Penalty: 3354.179443
	Iteration 11Q: 3 clusters Score -3245230 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3245652.000000 Penalty: 3354.179443
	Iteration 12Q: 3 clusters Score -3245652 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3245958.250000 Penalty: 3354.179443
	Iteration 13Q: 3 clusters Score -3245958 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3246217.250000 Penalty: 3354.179443
	Iteration 14Q: 3 clusters Score -3246217 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3246399.000000 Penalty: 3354.179443
	Iteration 15Q: 3 clusters Score -3246399 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3246510.250000 Penalty: 3354.179443
	Iteration 16Q: 3 clusters Score -3246510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3246581.000000 Penalty: 3354.179443
	Iteration 17Q: 3 clusters Score -3246581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3246631.000000 Penalty: 3354.179443
	Iteration 18Q: 3 clusters Score -3246631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3246673.250000 Penalty: 3354.179443
	Iteration 19Q: 3 clusters Score -3246673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3246705.250000 Penalty: 3354.179443
	Iteration 20F: 3 clusters Score -3246705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3246727.000000 Penalty: 3354.179443
	Iteration 21Q: 3 clusters Score -3246727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3246741.500000 Penalty: 3354.179443
	Iteration 22Q: 3 clusters Score -3246742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3246759.500000 Penalty: 3354.179443
	Iteration 23Q: 3 clusters Score -3246760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3246780.000000 Penalty: 3354.179443
	Iteration 24Q: 3 clusters Score -3246780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3246793.750000 Penalty: 3354.179443
	Iteration 25Q: 3 clusters Score -3246794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3246808.750000 Penalty: 3354.179443
	Iteration 26Q: 3 clusters Score -3246809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3246821.500000 Penalty: 3354.179443
	Iteration 27Q: 3 clusters Score -3246822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3246834.250000 Penalty: 3354.179443
	Iteration 28Q: 3 clusters Score -3246834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3246846.500000 Penalty: 3354.179443
	Iteration 29Q: 3 clusters Score -3246846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3246859.000000 Penalty: 3354.179443
	Iteration 30Q: 3 clusters Score -3246859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3246875.250000 Penalty: 3354.179443
	Iteration 31Q: 3 clusters Score -3246875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3246887.250000 Penalty: 3354.179443
	Iteration 32Q: 3 clusters Score -3246887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3246901.000000 Penalty: 3354.179443
	Iteration 33Q: 3 clusters Score -3246901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3246908.750000 Penalty: 3354.179443
	Iteration 34Q: 3 clusters Score -3246909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3246920.000000 Penalty: 3354.179443
	Iteration 35Q: 3 clusters Score -3246920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3246918.750000 Penalty: 3354.179443
	Iteration 36Q: 3 clusters Score -3246919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3246921.750000 Penalty: 3354.179443
	Iteration 37Q: 3 clusters Score -3246922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3246921.750000 Penalty: 3354.179443
	Iteration 38F: 3 clusters Score -3246922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -461343.312500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -461343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -457575.562500 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -457575.6 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -458626.437500 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -458626.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -458830.437500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -458830.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -459008.968750 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -459009 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -459222.531250 Penalty: 2746.939209
	Iteration 4F: 3 clusters Score -459222.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -459471.156250 Penalty: 2746.939209
	Iteration 5F: 3 clusters Score -459471.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -459720.343750 Penalty: 2746.939209
	Iteration 6F: 3 clusters Score -459720.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -459923.937500 Penalty: 2746.939209
	Iteration 7F: 3 clusters Score -459923.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -460083.218750 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -460083.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -460182.468750 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -460182.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -460259.156250 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -460259.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -460327.718750 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -460327.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -460373.781250 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -460373.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -460416.437500 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -460416.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -460460.187500 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -460460.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -460498.312500 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -460498.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -460528.312500 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -460528.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -460553.937500 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -460553.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -460577.500000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -460577.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -460594.562500 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -460594.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -460609.156250 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -460609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -460618.375000 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -460618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -460625.968750 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -460626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -460632.968750 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -460633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -460645.156250 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -460645.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -460651.031250 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -460651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -460655.687500 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -460655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -460658.718750 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -460658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -460662.281250 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -460662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -460664.625000 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -460664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -460668.656250 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -460668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -460672.968750 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -460673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -460676.125000 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -460676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -460678.812500 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -460678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -460681.250000 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -460681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -460686.187500 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -460686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -460687.187500 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -460687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -460687.718750 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -460687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -460690.125000 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -460690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -460690.593750 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -460690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -460691.937500 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -460691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Entering Unmasked Estep 
Score: -5507361.000000 Penalty: 1762.916260
	Iteration 0F: 2 clusters Score -5507361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -5472773.500000 Penalty: 3525.832520
	Iteration 0F: 3 clusters Score -5472774 nChanged 24253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5486386.000000 Penalty: 3525.832520
	Iteration 1F: 3 clusters Score -5486386 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5486890.000000 Penalty: 3525.832520
	Iteration 2Q: 3 clusters Score -5486890 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5487414.000000 Penalty: 3525.832520
	Iteration 3Q: 3 clusters Score -5487414 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5487927.000000 Penalty: 3525.832520
	Iteration 4Q: 3 clusters Score -5487927 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5488504.000000 Penalty: 3525.832520
	Iteration 5Q: 3 clusters Score -5488504 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5489359.500000 Penalty: 3525.832520
	Iteration 6Q: 3 clusters Score -5489360 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5490430.000000 Penalty: 3525.832520
	Iteration 7Q: 3 clusters Score -5490430 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5491994.500000 Penalty: 3525.832520
	Iteration 8Q: 3 clusters Score -5491994 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5493841.000000 Penalty: 3525.832520
	Iteration 9F: 3 clusters Score -5493841 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5495707.500000 Penalty: 3525.832520
	Iteration 10F: 3 clusters Score -5495708 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5497226.500000 Penalty: 3525.832520
	Iteration 11Q: 3 clusters Score -5497226 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5498166.000000 Penalty: 3525.832520
	Iteration 12Q: 3 clusters Score -5498166 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5498773.500000 Penalty: 3525.832520
	Iteration 13Q: 3 clusters Score -5498774 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5499372.000000 Penalty: 3525.832520
	Iteration 14Q: 3 clusters Score -5499372 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -5500047.500000 Penalty: 3525.832520
	Iteration 15Q: 3 clusters Score -5500048 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5500801.500000 Penalty: 3525.832520
	Iteration 16Q: 3 clusters Score -5500802 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5501689.000000 Penalty: 3525.832520
	Iteration 17Q: 3 clusters Score -5501689 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5502678.000000 Penalty: 3525.832520
	Iteration 18Q: 3 clusters Score -5502678 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5503593.500000 Penalty: 3525.832520
	Iteration 19Q: 3 clusters Score -5503594 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -5504409.500000 Penalty: 3525.832520
	Iteration 20F: 3 clusters Score -5504410 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5505086.000000 Penalty: 3525.832520
	Iteration 21Q: 3 clusters Score -5505086 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5505563.000000 Penalty: 3525.832520
	Iteration 22Q: 3 clusters Score -5505563 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5505897.500000 Penalty: 3525.832520
	Iteration 23Q: 3 clusters Score -5505898 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5506098.000000 Penalty: 3525.832520
	Iteration 24Q: 3 clusters Score -5506098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5506240.000000 Penalty: 3525.832520
	Iteration 25Q: 3 clusters Score -5506240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5506268.000000 Penalty: 3525.832520
	Iteration 26Q: 3 clusters Score -5506268 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5506346.000000 Penalty: 3525.832520
	Iteration 27Q: 3 clusters Score -5506346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5506371.500000 Penalty: 3525.832520
	Iteration 28Q: 3 clusters Score -5506372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5506392.500000 Penalty: 3525.832520
	Iteration 29Q: 3 clusters Score -5506392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5506407.000000 Penalty: 3525.832520
	Iteration 30Q: 3 clusters Score -5506407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5506431.500000 Penalty: 3525.832520
	Iteration 31Q: 3 clusters Score -5506432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5506448.000000 Penalty: 3525.832520
	Iteration 32Q: 3 clusters Score -5506448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5506476.000000 Penalty: 3525.832520
	Iteration 33Q: 3 clusters Score -5506476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5506471.500000 Penalty: 3525.832520
	Iteration 34Q: 3 clusters Score -5506472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5506489.000000 Penalty: 3525.832520
	Iteration 35Q: 3 clusters Score -5506489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5506486.000000 Penalty: 3525.832520
	Iteration 36Q: 3 clusters Score -5506486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5506497.500000 Penalty: 3525.832520
	Iteration 37Q: 3 clusters Score -5506498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5506506.500000 Penalty: 3525.832520
	Iteration 38Q: 3 clusters Score -5506506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5506547.000000 Penalty: 3525.832520
	Iteration 39Q: 3 clusters Score -5506547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5506585.000000 Penalty: 3525.832520
	Iteration 40F: 3 clusters Score -5506585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5506615.000000 Penalty: 3525.832520
	Iteration 41Q: 3 clusters Score -5506615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5506635.500000 Penalty: 3525.832520
	Iteration 42Q: 3 clusters Score -5506636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5506642.500000 Penalty: 3525.832520
	Iteration 43Q: 3 clusters Score -5506642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5506658.500000 Penalty: 3525.832520
	Iteration 44Q: 3 clusters Score -5506658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5506676.000000 Penalty: 3525.832520
	Iteration 45Q: 3 clusters Score -5506676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5506686.500000 Penalty: 3525.832520
	Iteration 46Q: 3 clusters Score -5506686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5506683.000000 Penalty: 3525.832520
	Iteration 47Q: 3 clusters Score -5506683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5506682.000000 Penalty: 3525.832520
	Iteration 48Q: 3 clusters Score -5506682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5506683.000000 Penalty: 3525.832520
	Iteration 49Q: 3 clusters Score -5506683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5506700.500000 Penalty: 3525.832520
	Iteration 50Q: 3 clusters Score -5506700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5506701.000000 Penalty: 3525.832520
	Iteration 51Q: 3 clusters Score -5506701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5506704.500000 Penalty: 3525.832520
	Iteration 52Q: 3 clusters Score -5506704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5506701.000000 Penalty: 3525.832520
	Iteration 53Q: 3 clusters Score -5506701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5506711.500000 Penalty: 3525.832520
	Iteration 54Q: 3 clusters Score -5506712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5506714.500000 Penalty: 3525.832520
	Iteration 55Q: 3 clusters Score -5506714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5506711.500000 Penalty: 3525.832520
	Iteration 56Q: 3 clusters Score -5506712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5506719.500000 Penalty: 3525.832520
	Iteration 57Q: 3 clusters Score -5506720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5506716.500000 Penalty: 3525.832520
	Iteration 58Q: 3 clusters Score -5506716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5506723.000000 Penalty: 3525.832520
	Iteration 59Q: 3 clusters Score -5506723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5506716.500000 Penalty: 3525.832520
	Iteration 60F: 3 clusters Score -5506716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5506718.500000 Penalty: 3525.832520
	Iteration 61Q: 3 clusters Score -5506718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5506717.000000 Penalty: 3525.832520
	Iteration 62Q: 3 clusters Score -5506717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5506722.500000 Penalty: 3525.832520
	Iteration 63Q: 3 clusters Score -5506722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5506719.000000 Penalty: 3525.832520
	Iteration 64Q: 3 clusters Score -5506719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5506726.000000 Penalty: 3525.832520
	Iteration 65Q: 3 clusters Score -5506726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5506723.000000 Penalty: 3525.832520
	Iteration 66Q: 3 clusters Score -5506723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5506720.000000 Penalty: 3525.832520
	Iteration 67Q: 3 clusters Score -5506720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5506720.000000 Penalty: 3525.832520
	Iteration 68F: 3 clusters Score -5506720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Entering Unmasked Estep 
Score: -6715023.000000 Penalty: 1795.283936
	Iteration 0F: 2 clusters Score -6715023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -6672923.000000 Penalty: 3590.567871
	Iteration 0F: 3 clusters Score -6672923 nChanged 29770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6689672.000000 Penalty: 3590.567871
	Iteration 1F: 3 clusters Score -6689672 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -6690134.500000 Penalty: 3590.567871
	Iteration 2Q: 3 clusters Score -6690134 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6690758.000000 Penalty: 3590.567871
	Iteration 3Q: 3 clusters Score -6690758 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6691623.000000 Penalty: 3590.567871
	Iteration 4Q: 3 clusters Score -6691623 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6692803.000000 Penalty: 3590.567871
	Iteration 5Q: 3 clusters Score -6692803 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -6694517.000000 Penalty: 3590.567871
	Iteration 6F: 3 clusters Score -6694517 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -6696953.500000 Penalty: 3590.567871
	Iteration 7F: 3 clusters Score -6696954 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -6700014.000000 Penalty: 3590.567871
	Iteration 8F: 3 clusters Score -6700014 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -6703166.000000 Penalty: 3590.567871
	Iteration 9F: 3 clusters Score -6703166 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -6705984.000000 Penalty: 3590.567871
	Iteration 10F: 3 clusters Score -6705984 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6708212.500000 Penalty: 3590.567871
	Iteration 11Q: 3 clusters Score -6708212 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6709874.500000 Penalty: 3590.567871
	Iteration 12Q: 3 clusters Score -6709874 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6711107.000000 Penalty: 3590.567871
	Iteration 13Q: 3 clusters Score -6711107 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6712038.000000 Penalty: 3590.567871
	Iteration 14Q: 3 clusters Score -6712038 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6712761.500000 Penalty: 3590.567871
	Iteration 15Q: 3 clusters Score -6712762 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6713228.500000 Penalty: 3590.567871
	Iteration 16Q: 3 clusters Score -6713228 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6713515.500000 Penalty: 3590.567871
	Iteration 17Q: 3 clusters Score -6713516 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6713735.000000 Penalty: 3590.567871
	Iteration 18Q: 3 clusters Score -6713735 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6713892.000000 Penalty: 3590.567871
	Iteration 19Q: 3 clusters Score -6713892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6713977.000000 Penalty: 3590.567871
	Iteration 20F: 3 clusters Score -6713977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6714019.500000 Penalty: 3590.567871
	Iteration 21Q: 3 clusters Score -6714020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6714050.000000 Penalty: 3590.567871
	Iteration 22Q: 3 clusters Score -6714050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6714066.500000 Penalty: 3590.567871
	Iteration 23Q: 3 clusters Score -6714066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6714093.500000 Penalty: 3590.567871
	Iteration 24Q: 3 clusters Score -6714094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6714103.500000 Penalty: 3590.567871
	Iteration 25Q: 3 clusters Score -6714104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6714116.500000 Penalty: 3590.567871
	Iteration 26Q: 3 clusters Score -6714116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6714121.000000 Penalty: 3590.567871
	Iteration 27Q: 3 clusters Score -6714121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6714117.000000 Penalty: 3590.567871
	Iteration 28Q: 3 clusters Score -6714117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6714123.500000 Penalty: 3590.567871
	Iteration 29Q: 3 clusters Score -6714124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6714129.500000 Penalty: 3590.567871
	Iteration 30Q: 3 clusters Score -6714130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6714141.000000 Penalty: 3590.567871
	Iteration 31Q: 3 clusters Score -6714141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6714140.000000 Penalty: 3590.567871
	Iteration 32Q: 3 clusters Score -6714140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6714146.000000 Penalty: 3590.567871
	Iteration 33Q: 3 clusters Score -6714146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6714149.500000 Penalty: 3590.567871
	Iteration 34Q: 3 clusters Score -6714150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6714147.000000 Penalty: 3590.567871
	Iteration 35Q: 3 clusters Score -6714147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6714157.500000 Penalty: 3590.567871
	Iteration 36Q: 3 clusters Score -6714158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6714156.000000 Penalty: 3590.567871
	Iteration 37Q: 3 clusters Score -6714156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6714153.000000 Penalty: 3590.567871
	Iteration 38Q: 3 clusters Score -6714153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6714151.000000 Penalty: 3590.567871
	Iteration 39Q: 3 clusters Score -6714151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6714148.500000 Penalty: 3590.567871
	Iteration 40F: 3 clusters Score -6714148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6714148.500000 Penalty: 3590.567871
	Iteration 41Q: 3 clusters Score -6714148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6714148.500000 Penalty: 3590.567871
	Iteration 42Q: 3 clusters Score -6714148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6714150.000000 Penalty: 3590.567871
	Iteration 43Q: 3 clusters Score -6714150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6714150.000000 Penalty: 3590.567871
	Iteration 44F: 3 clusters Score -6714150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -209347.562500 Penalty: 1251.003540
	Iteration 0F: 2 clusters Score -209347.6 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 1121 members 
Entering Unmasked Estep 
Score: -207170.250000 Penalty: 2502.007080
	Iteration 0F: 3 clusters Score -207170.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -207760.546875 Penalty: 2502.007080
	Iteration 1F: 3 clusters Score -207760.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -207986.140625 Penalty: 2502.007080
	Iteration 2F: 3 clusters Score -207986.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -208224.171875 Penalty: 2502.007080
	Iteration 3F: 3 clusters Score -208224.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -208443.156250 Penalty: 2502.007080
	Iteration 4F: 3 clusters Score -208443.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208588.937500 Penalty: 2502.007080
	Iteration 5F: 3 clusters Score -208588.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208671.921875 Penalty: 2502.007080
	Iteration 6Q: 3 clusters Score -208671.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208757.343750 Penalty: 2502.007080
	Iteration 7Q: 3 clusters Score -208757.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -208804.843750 Penalty: 2502.007080
	Iteration 8Q: 3 clusters Score -208804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -208830.187500 Penalty: 2502.007080
	Iteration 9Q: 3 clusters Score -208830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -208845.593750 Penalty: 2502.007080
	Iteration 10Q: 3 clusters Score -208845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208854.656250 Penalty: 2502.007080
	Iteration 11Q: 3 clusters Score -208854.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208867.437500 Penalty: 2502.007080
	Iteration 12Q: 3 clusters Score -208867.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -208880.265625 Penalty: 2502.007080
	Iteration 13Q: 3 clusters Score -208880.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -208888.187500 Penalty: 2502.007080
	Iteration 14Q: 3 clusters Score -208888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -208893.703125 Penalty: 2502.007080
	Iteration 15Q: 3 clusters Score -208893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -208899.265625 Penalty: 2502.007080
	Iteration 16Q: 3 clusters Score -208899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208904.453125 Penalty: 2502.007080
	Iteration 17Q: 3 clusters Score -208904.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -208907.812500 Penalty: 2502.007080
	Iteration 18Q: 3 clusters Score -208907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208908.734375 Penalty: 2502.007080
	Iteration 19Q: 3 clusters Score -208908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -208909.437500 Penalty: 2502.007080
	Iteration 20F: 3 clusters Score -208909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -33087.093750 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -33087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32178.894531 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -32178.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32295.171875 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -32295.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32332.828125 Penalty: 1889.592529
	Iteration 2Q: 3 clusters Score -32332.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32335.583984 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -32335.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32342.904297 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -32342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32345.130859 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -32345.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32345.130859 Penalty: 1889.592529
	Iteration 6F: 3 clusters Score -32345.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Entering Unmasked Estep 
Score: -3667828.500000 Penalty: 1703.953979
	Iteration 0F: 2 clusters Score -3667828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3643742.500000 Penalty: 3407.907959
	Iteration 0F: 3 clusters Score -3643742 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3653215.750000 Penalty: 3407.907959
	Iteration 1F: 3 clusters Score -3653216 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3653936.000000 Penalty: 3407.907959
	Iteration 2Q: 3 clusters Score -3653936 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3654822.250000 Penalty: 3407.907959
	Iteration 3F: 3 clusters Score -3654822 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3656018.750000 Penalty: 3407.907959
	Iteration 4F: 3 clusters Score -3656019 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3657509.500000 Penalty: 3407.907959
	Iteration 5F: 3 clusters Score -3657510 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3659131.250000 Penalty: 3407.907959
	Iteration 6F: 3 clusters Score -3659131 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3660905.250000 Penalty: 3407.907959
	Iteration 7F: 3 clusters Score -3660905 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3662786.500000 Penalty: 3407.907959
	Iteration 8F: 3 clusters Score -3662786 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3664663.750000 Penalty: 3407.907959
	Iteration 9Q: 3 clusters Score -3664664 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3665447.500000 Penalty: 3407.907959
	Iteration 10Q: 3 clusters Score -3665448 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3665705.500000 Penalty: 3407.907959
	Iteration 11Q: 3 clusters Score -3665706 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3665887.500000 Penalty: 3407.907959
	Iteration 12Q: 3 clusters Score -3665888 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3666025.750000 Penalty: 3407.907959
	Iteration 13Q: 3 clusters Score -3666026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3666122.750000 Penalty: 3407.907959
	Iteration 14Q: 3 clusters Score -3666123 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3666192.750000 Penalty: 3407.907959
	Iteration 15Q: 3 clusters Score -3666193 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3666262.750000 Penalty: 3407.907959
	Iteration 16Q: 3 clusters Score -3666263 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3666318.000000 Penalty: 3407.907959
	Iteration 17Q: 3 clusters Score -3666318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3666355.000000 Penalty: 3407.907959
	Iteration 18Q: 3 clusters Score -3666355 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3666374.000000 Penalty: 3407.907959
	Iteration 19Q: 3 clusters Score -3666374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3666396.250000 Penalty: 3407.907959
	Iteration 20F: 3 clusters Score -3666396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3666417.500000 Penalty: 3407.907959
	Iteration 21Q: 3 clusters Score -3666418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3666447.750000 Penalty: 3407.907959
	Iteration 22Q: 3 clusters Score -3666448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3666464.500000 Penalty: 3407.907959
	Iteration 23Q: 3 clusters Score -3666464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3666494.500000 Penalty: 3407.907959
	Iteration 24Q: 3 clusters Score -3666494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3666505.250000 Penalty: 3407.907959
	Iteration 25Q: 3 clusters Score -3666505 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3666515.000000 Penalty: 3407.907959
	Iteration 26Q: 3 clusters Score -3666515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3666517.000000 Penalty: 3407.907959
	Iteration 27Q: 3 clusters Score -3666517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3666525.250000 Penalty: 3407.907959
	Iteration 28Q: 3 clusters Score -3666525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3666531.250000 Penalty: 3407.907959
	Iteration 29Q: 3 clusters Score -3666531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3666528.750000 Penalty: 3407.907959
	Iteration 30Q: 3 clusters Score -3666529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3666534.250000 Penalty: 3407.907959
	Iteration 31Q: 3 clusters Score -3666534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3666540.750000 Penalty: 3407.907959
	Iteration 32Q: 3 clusters Score -3666541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3666548.750000 Penalty: 3407.907959
	Iteration 33Q: 3 clusters Score -3666549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3666553.000000 Penalty: 3407.907959
	Iteration 34Q: 3 clusters Score -3666553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3666574.250000 Penalty: 3407.907959
	Iteration 35Q: 3 clusters Score -3666574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3666578.750000 Penalty: 3407.907959
	Iteration 36Q: 3 clusters Score -3666579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3666574.250000 Penalty: 3407.907959
	Iteration 37Q: 3 clusters Score -3666574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3666571.500000 Penalty: 3407.907959
	Iteration 38Q: 3 clusters Score -3666572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3666571.250000 Penalty: 3407.907959
	Iteration 39Q: 3 clusters Score -3666571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3666559.750000 Penalty: 3407.907959
	Iteration 40F: 3 clusters Score -3666560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3666579.500000 Penalty: 3407.907959
	Iteration 41Q: 3 clusters Score -3666580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3666580.250000 Penalty: 3407.907959
	Iteration 42Q: 3 clusters Score -3666580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3666587.500000 Penalty: 3407.907959
	Iteration 43Q: 3 clusters Score -3666588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3666594.500000 Penalty: 3407.907959
	Iteration 44Q: 3 clusters Score -3666594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3666600.750000 Penalty: 3407.907959
	Iteration 45Q: 3 clusters Score -3666601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3666598.750000 Penalty: 3407.907959
	Iteration 46Q: 3 clusters Score -3666599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3666594.750000 Penalty: 3407.907959
	Iteration 47Q: 3 clusters Score -3666595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3666597.750000 Penalty: 3407.907959
	Iteration 48Q: 3 clusters Score -3666598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3666599.750000 Penalty: 3407.907959
	Iteration 49Q: 3 clusters Score -3666600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3666598.250000 Penalty: 3407.907959
	Iteration 50Q: 3 clusters Score -3666598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3666595.250000 Penalty: 3407.907959
	Iteration 51Q: 3 clusters Score -3666595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3666598.500000 Penalty: 3407.907959
	Iteration 52Q: 3 clusters Score -3666598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3666602.250000 Penalty: 3407.907959
	Iteration 53Q: 3 clusters Score -3666602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3666607.500000 Penalty: 3407.907959
	Iteration 54Q: 3 clusters Score -3666608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3666606.250000 Penalty: 3407.907959
	Iteration 55Q: 3 clusters Score -3666606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3666606.250000 Penalty: 3407.907959
	Iteration 56F: 3 clusters Score -3666606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -125269.992188 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -125270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123748.187500 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -123748.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124358.375000 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -124358.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124590.726562 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -124590.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124787.492188 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -124787.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -124995.375000 Penalty: 2322.188721
	Iteration 4F: 3 clusters Score -124995.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -125103.976562 Penalty: 2322.188721
	Iteration 5F: 3 clusters Score -125104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -125158.046875 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -125158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125184.210938 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -125184.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -125207.726562 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -125207.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -125225.367188 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -125225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -125235.156250 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -125235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -125241.531250 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -125241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -125246.578125 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -125246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -125248.015625 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -125248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -125248.578125 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -125248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -125248.578125 Penalty: 2322.188721
	Iteration 15F: 3 clusters Score -125248.6 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210575456.000000 Penalty: 42490.894531
24->19 Clusters: Score -210575456.000000, best is -210772544.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 678872 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 28381 members 
Mstep: Class 3 contains 28479 members 
Mstep: Class 4 contains 28164 members 
Mstep: Class 5 contains 28318 members 
Mstep: Class 6 contains 28156 members 
Mstep: Class 7 contains 28327 members 
Mstep: Class 8 contains 28146 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 11 contains 28244 members 
Mstep: Class 12 contains 28104 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 28255 members 
Mstep: Class 15 contains 28231 members 
Mstep: Class 16 contains 28455 members 
Mstep: Class 17 contains 27998 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 28481 members 
Mstep: Class 20 contains 28108 members 
Mstep: Class 21 contains 28127 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 28424 members 
Mstep: Class 24 contains 28546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 252.905670 but Gain 2182.078125
Score: -67319744.000000 Penalty: 50187.855469
Iteration 0F: 24 clusters Score -6.731974e+07 nChanged 648928
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 15692 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 20041 members 
Mstep: Class 8 contains 15605 members 
Mstep: Class 9 contains 23816 members 
Mstep: Class 11 contains 54924 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 7392 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 7884 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 176529 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 144726 members 
Mstep: Class 21 contains 3613 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 37887 members 
Mstep: Class 24 contains 11623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1683.249878 but Gain 2182.082031
Score: -69060696.000000 Penalty: 48005.773438
Iteration 1F: 23 clusters Score -6.90607e+07 nChanged 228411
Entering Unmasked Mstep 
Mstep: Class 0 contains 525 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 26769 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 11 contains 38647 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 243868 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 179323 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 5404 members 
Mstep: Class 23 contains 29056 members 
Mstep: Class 24 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1142.377441 but Gain 2182.082031
Score: -69430264.000000 Penalty: 45823.691406
Iteration 2F: 22 clusters Score -6.943026e+07 nChanged 157095
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 12489 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 11 contains 25167 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 268561 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 189869 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 24507 members 
Mstep: Class 24 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 865.636169 but Gain 2182.078125
Score: -69616808.000000 Penalty: 43641.613281
Iteration 3F: 21 clusters Score -6.961681e+07 nChanged 111357
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 3201 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 11 contains 19880 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 15 contains 3342 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 4851 members 
Mstep: Class 18 contains 258917 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 192129 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 26124 members 
Mstep: Class 24 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1254.702393 but Gain 2182.082031
Score: -69733808.000000 Penalty: 41459.531250
Iteration 4F: 20 clusters Score -6.973381e+07 nChanged 88680
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 18470 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 1766 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 236264 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 189738 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 31160 members 
Mstep: Class 24 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1492.548828 but Gain 2182.082031
Score: -69815408.000000 Penalty: 39277.449219
Iteration 5F: 19 clusters Score -6.981541e+07 nChanged 74403
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 20826 members 
Mstep: Class 3 contains 3134 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 11 contains 21573 members 
Mstep: Class 13 contains 10713 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 213076 members 
Mstep: Class 19 contains 4200 members 
Mstep: Class 20 contains 185762 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 35854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1499.864868 but Gain 2182.078125
Score: -69877032.000000 Penalty: 37095.371094
Iteration 6F: 18 clusters Score -6.987703e+07 nChanged 63236
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 21894 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 18392 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 16 contains 1000 members 
Mstep: Class 17 contains 11507 members 
Mstep: Class 18 contains 192768 members 
Mstep: Class 19 contains 6759 members 
Mstep: Class 20 contains 181821 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 39130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69926184.000000 Penalty: 37095.371094
Iteration 7F: 18 clusters Score -6.992618e+07 nChanged 51388
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 20744 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 11 contains 26830 members 
Mstep: Class 13 contains 12819 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 175685 members 
Mstep: Class 19 contains 11079 members 
Mstep: Class 20 contains 176418 members 
Mstep: Class 22 contains 1845 members 
Mstep: Class 23 contains 41189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69961296.000000 Penalty: 37095.371094
Iteration 8F: 18 clusters Score -6.99613e+07 nChanged 44436
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 22902 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 11 contains 28548 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 159141 members 
Mstep: Class 19 contains 16612 members 
Mstep: Class 20 contains 171118 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 43069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69990608.000000 Penalty: 37095.371094
Iteration 9F: 18 clusters Score -6.999061e+07 nChanged 38530
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 21600 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 24855 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 12062 members 
Mstep: Class 11 contains 29578 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 16864 members 
Mstep: Class 18 contains 145097 members 
Mstep: Class 19 contains 22257 members 
Mstep: Class 20 contains 164752 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 45051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70015064.000000 Penalty: 37095.371094
Iteration 10F: 18 clusters Score -7.001506e+07 nChanged 33680
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 20915 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 26556 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 14040 members 
Mstep: Class 11 contains 30064 members 
Mstep: Class 13 contains 15911 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 18792 members 
Mstep: Class 18 contains 134569 members 
Mstep: Class 19 contains 27124 members 
Mstep: Class 20 contains 157093 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 47196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70034640.000000 Penalty: 37095.371094
Iteration 11Q: 18 clusters Score -7.003464e+07 nChanged 30297
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 20092 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 28146 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 15797 members 
Mstep: Class 11 contains 30036 members 
Mstep: Class 13 contains 17004 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 17 contains 20883 members 
Mstep: Class 18 contains 126321 members 
Mstep: Class 19 contains 31203 members 
Mstep: Class 20 contains 148463 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 49509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051904.000000 Penalty: 37095.371094
Iteration 12Q: 18 clusters Score -7.00519e+07 nChanged 28326
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 19202 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 29610 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 17454 members 
Mstep: Class 11 contains 29764 members 
Mstep: Class 13 contains 18023 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 23114 members 
Mstep: Class 18 contains 119687 members 
Mstep: Class 19 contains 34496 members 
Mstep: Class 20 contains 139399 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 51869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067712.000000 Penalty: 37095.371094
Iteration 13Q: 18 clusters Score -7.006771e+07 nChanged 27330
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 182961 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 30926 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 4729 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 11 contains 29258 members 
Mstep: Class 13 contains 19065 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 25492 members 
Mstep: Class 18 contains 114048 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 129754 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 54229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70081448.000000 Penalty: 37095.371094
Iteration 14Q: 18 clusters Score -7.008145e+07 nChanged 26479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 188109 members 
Mstep: Class 2 contains 17733 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 32137 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 4829 members 
Mstep: Class 8 contains 20517 members 
Mstep: Class 11 contains 28551 members 
Mstep: Class 13 contains 20067 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 27921 members 
Mstep: Class 18 contains 109251 members 
Mstep: Class 19 contains 39524 members 
Mstep: Class 20 contains 119522 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 56453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70094344.000000 Penalty: 37095.371094
Iteration 15Q: 18 clusters Score -7.009434e+07 nChanged 25852
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 17190 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 33220 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 21959 members 
Mstep: Class 11 contains 27649 members 
Mstep: Class 13 contains 21050 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 30307 members 
Mstep: Class 18 contains 105074 members 
Mstep: Class 19 contains 41500 members 
Mstep: Class 20 contains 109058 members 
Mstep: Class 22 contains 6485 members 
Mstep: Class 23 contains 58312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70106952.000000 Penalty: 37095.371094
Iteration 16Q: 18 clusters Score -7.010695e+07 nChanged 24742
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 199992 members 
Mstep: Class 2 contains 16927 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 34048 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 23359 members 
Mstep: Class 11 contains 26673 members 
Mstep: Class 13 contains 21963 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 32639 members 
Mstep: Class 18 contains 100885 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 99056 members 
Mstep: Class 22 contains 7052 members 
Mstep: Class 23 contains 59823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70118784.000000 Penalty: 37095.371094
Iteration 17Q: 18 clusters Score -7.011878e+07 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 16828 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 34634 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 24773 members 
Mstep: Class 11 contains 25625 members 
Mstep: Class 13 contains 22738 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 34882 members 
Mstep: Class 18 contains 95527 members 
Mstep: Class 19 contains 44407 members 
Mstep: Class 20 contains 89860 members 
Mstep: Class 22 contains 7596 members 
Mstep: Class 23 contains 61082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70130288.000000 Penalty: 37095.371094
Iteration 18Q: 18 clusters Score -7.013029e+07 nChanged 24471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 16908 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 35022 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 5720 members 
Mstep: Class 8 contains 26108 members 
Mstep: Class 11 contains 24439 members 
Mstep: Class 13 contains 23401 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 37026 members 
Mstep: Class 18 contains 89223 members 
Mstep: Class 19 contains 45443 members 
Mstep: Class 20 contains 81613 members 
Mstep: Class 22 contains 8097 members 
Mstep: Class 23 contains 62088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70140616.000000 Penalty: 37095.371094
Iteration 19Q: 18 clusters Score -7.014062e+07 nChanged 23946
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 224687 members 
Mstep: Class 2 contains 17189 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 35234 members 
Mstep: Class 5 contains 1017 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 5998 members 
Mstep: Class 8 contains 27442 members 
Mstep: Class 11 contains 23374 members 
Mstep: Class 13 contains 23873 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 39053 members 
Mstep: Class 18 contains 81916 members 
Mstep: Class 19 contains 46212 members 
Mstep: Class 20 contains 74586 members 
Mstep: Class 22 contains 8523 members 
Mstep: Class 23 contains 62852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70152512.000000 Penalty: 37095.371094
Iteration 20F: 18 clusters Score -7.015251e+07 nChanged 24512
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 233573 members 
Mstep: Class 2 contains 17632 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 35395 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 28605 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 40817 members 
Mstep: Class 18 contains 73992 members 
Mstep: Class 19 contains 47418 members 
Mstep: Class 20 contains 67769 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 63400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70163232.000000 Penalty: 37095.371094
Iteration 21Q: 18 clusters Score -7.016323e+07 nChanged 24131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 241985 members 
Mstep: Class 2 contains 18068 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 35579 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 6326 members 
Mstep: Class 8 contains 29753 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 13 contains 25798 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 42249 members 
Mstep: Class 18 contains 66334 members 
Mstep: Class 19 contains 48161 members 
Mstep: Class 20 contains 61548 members 
Mstep: Class 22 contains 9447 members 
Mstep: Class 23 contains 63847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70174528.000000 Penalty: 37095.371094
Iteration 22Q: 18 clusters Score -7.017453e+07 nChanged 21774
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 248843 members 
Mstep: Class 2 contains 18466 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 35771 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 30871 members 
Mstep: Class 11 contains 21713 members 
Mstep: Class 13 contains 27033 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 43377 members 
Mstep: Class 18 contains 59495 members 
Mstep: Class 19 contains 48527 members 
Mstep: Class 20 contains 56509 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 64090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70185480.000000 Penalty: 37095.371094
Iteration 23Q: 18 clusters Score -7.018548e+07 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 253252 members 
Mstep: Class 2 contains 18790 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 6596 members 
Mstep: Class 8 contains 31874 members 
Mstep: Class 11 contains 21946 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 44121 members 
Mstep: Class 18 contains 53902 members 
Mstep: Class 19 contains 48680 members 
Mstep: Class 20 contains 53477 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 64110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70190824.000000 Penalty: 37095.371094
Iteration 24Q: 18 clusters Score -7.019082e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 255812 members 
Mstep: Class 2 contains 19104 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 36223 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 32658 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 13 contains 28731 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 44627 members 
Mstep: Class 18 contains 49434 members 
Mstep: Class 19 contains 48767 members 
Mstep: Class 20 contains 51882 members 
Mstep: Class 22 contains 11027 members 
Mstep: Class 23 contains 64002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70193688.000000 Penalty: 37095.371094
Iteration 25Q: 18 clusters Score -7.019369e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 256994 members 
Mstep: Class 2 contains 19411 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 6762 members 
Mstep: Class 8 contains 33294 members 
Mstep: Class 11 contains 23270 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 44930 members 
Mstep: Class 18 contains 45957 members 
Mstep: Class 19 contains 48807 members 
Mstep: Class 20 contains 51049 members 
Mstep: Class 22 contains 11504 members 
Mstep: Class 23 contains 63916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70194880.000000 Penalty: 37095.371094
Iteration 26Q: 18 clusters Score -7.019488e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 257388 members 
Mstep: Class 2 contains 19679 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 36693 members 
Mstep: Class 5 contains 934 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 33746 members 
Mstep: Class 11 contains 24074 members 
Mstep: Class 13 contains 29683 members 
Mstep: Class 16 contains 2460 members 
Mstep: Class 17 contains 45125 members 
Mstep: Class 18 contains 43255 members 
Mstep: Class 19 contains 48814 members 
Mstep: Class 20 contains 50593 members 
Mstep: Class 22 contains 11954 members 
Mstep: Class 23 contains 63821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196096.000000 Penalty: 37095.371094
Iteration 27Q: 18 clusters Score -7.01961e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 257188 members 
Mstep: Class 2 contains 19917 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 36942 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 34089 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 13 contains 30180 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 45306 members 
Mstep: Class 18 contains 41235 members 
Mstep: Class 19 contains 48817 members 
Mstep: Class 20 contains 50338 members 
Mstep: Class 22 contains 12336 members 
Mstep: Class 23 contains 63720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196640.000000 Penalty: 37095.371094
Iteration 28Q: 18 clusters Score -7.019664e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 256898 members 
Mstep: Class 2 contains 20131 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 37198 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 11 contains 25364 members 
Mstep: Class 13 contains 30648 members 
Mstep: Class 16 contains 2424 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 39553 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 50213 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 63661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197120.000000 Penalty: 37095.371094
Iteration 29Q: 18 clusters Score -7.019712e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 256396 members 
Mstep: Class 2 contains 20299 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 37452 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 34466 members 
Mstep: Class 11 contains 25816 members 
Mstep: Class 13 contains 31071 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 45563 members 
Mstep: Class 18 contains 38271 members 
Mstep: Class 19 contains 48787 members 
Mstep: Class 20 contains 50136 members 
Mstep: Class 22 contains 13022 members 
Mstep: Class 23 contains 63635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197600.000000 Penalty: 37095.371094
Iteration 30Q: 18 clusters Score -7.01976e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 255687 members 
Mstep: Class 2 contains 20458 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 11 contains 26137 members 
Mstep: Class 13 contains 31484 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 45699 members 
Mstep: Class 18 contains 37313 members 
Mstep: Class 19 contains 48777 members 
Mstep: Class 20 contains 50084 members 
Mstep: Class 22 contains 13349 members 
Mstep: Class 23 contains 63650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197736.000000 Penalty: 37095.371094
Iteration 31Q: 18 clusters Score -7.019774e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 254905 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 37977 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 34640 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 13 contains 31889 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 45806 members 
Mstep: Class 18 contains 36573 members 
Mstep: Class 19 contains 48754 members 
Mstep: Class 20 contains 50058 members 
Mstep: Class 22 contains 13639 members 
Mstep: Class 23 contains 63702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197960.000000 Penalty: 37095.371094
Iteration 32Q: 18 clusters Score -7.019796e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 254184 members 
Mstep: Class 2 contains 20726 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 38187 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 7 contains 7092 members 
Mstep: Class 8 contains 34685 members 
Mstep: Class 11 contains 26585 members 
Mstep: Class 13 contains 32273 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 45894 members 
Mstep: Class 18 contains 35994 members 
Mstep: Class 19 contains 48729 members 
Mstep: Class 20 contains 50033 members 
Mstep: Class 22 contains 13909 members 
Mstep: Class 23 contains 63734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198320.000000 Penalty: 37095.371094
Iteration 33Q: 18 clusters Score -7.019832e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 253450 members 
Mstep: Class 2 contains 20835 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 38377 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 846 members 
Mstep: Class 7 contains 7121 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 11 contains 26719 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 45962 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 48714 members 
Mstep: Class 20 contains 50002 members 
Mstep: Class 22 contains 14160 members 
Mstep: Class 23 contains 63771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198456.000000 Penalty: 37095.371094
Iteration 34Q: 18 clusters Score -7.019846e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 252811 members 
Mstep: Class 2 contains 20936 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 38550 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 7153 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 11 contains 26819 members 
Mstep: Class 13 contains 32974 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 46028 members 
Mstep: Class 18 contains 35216 members 
Mstep: Class 19 contains 48698 members 
Mstep: Class 20 contains 49977 members 
Mstep: Class 22 contains 14385 members 
Mstep: Class 23 contains 63813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198688.000000 Penalty: 37095.371094
Iteration 35Q: 18 clusters Score -7.019869e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 252271 members 
Mstep: Class 2 contains 21007 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 38683 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 7179 members 
Mstep: Class 8 contains 34684 members 
Mstep: Class 11 contains 26896 members 
Mstep: Class 13 contains 33262 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 34906 members 
Mstep: Class 19 contains 48678 members 
Mstep: Class 20 contains 49956 members 
Mstep: Class 22 contains 14597 members 
Mstep: Class 23 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70198824.000000 Penalty: 37095.371094
Iteration 36Q: 18 clusters Score -7.019882e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 251750 members 
Mstep: Class 2 contains 21076 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 38802 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 835 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 34668 members 
Mstep: Class 11 contains 26954 members 
Mstep: Class 13 contains 33490 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 34641 members 
Mstep: Class 19 contains 48671 members 
Mstep: Class 20 contains 49951 members 
Mstep: Class 22 contains 14829 members 
Mstep: Class 23 contains 63922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199096.000000 Penalty: 37095.371094
Iteration 37Q: 18 clusters Score -7.01991e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 251314 members 
Mstep: Class 2 contains 21146 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 38884 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 34651 members 
Mstep: Class 11 contains 27004 members 
Mstep: Class 13 contains 33675 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 46214 members 
Mstep: Class 18 contains 34419 members 
Mstep: Class 19 contains 48655 members 
Mstep: Class 20 contains 49949 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 63957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199360.000000 Penalty: 37095.371094
Iteration 38Q: 18 clusters Score -7.019936e+07 nChanged 919
Entering ConstructFrom: 
Score: -70199360.000000 Penalty: 37095.371094
Entering ConstructFrom: 
Trying to split cluster 1 (250924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250924 members 
Entering Unmasked Estep 
Score: -26279834.000000 Penalty: 2020.347046
	Iteration 0F: 2 clusters Score -2.627983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -26126808.000000 Penalty: 4040.694092
	Iteration 0F: 3 clusters Score -2.612681e+07 nChanged 122279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -26200922.000000 Penalty: 4040.694092
	Iteration 1F: 3 clusters Score -2.620092e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -26203776.000000 Penalty: 4040.694092
	Iteration 2Q: 3 clusters Score -2.620378e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -26209332.000000 Penalty: 4040.694092
	Iteration 3Q: 3 clusters Score -2.620933e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174007 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -26220068.000000 Penalty: 4040.694092
	Iteration 4F: 3 clusters Score -2.622007e+07 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196700 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -26238892.000000 Penalty: 4040.694092
	Iteration 5F: 3 clusters Score -2.623889e+07 nChanged 24189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220885 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -26258092.000000 Penalty: 4040.694092
	Iteration 6F: 3 clusters Score -2.625809e+07 nChanged 18092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238975 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -26269846.000000 Penalty: 4040.694092
	Iteration 7F: 3 clusters Score -2.626985e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247431 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -26275406.000000 Penalty: 4040.694092
	Iteration 8Q: 3 clusters Score -2.627541e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250037 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -26277188.000000 Penalty: 4040.694092
	Iteration 9Q: 3 clusters Score -2.627719e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250619 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26277694.000000 Penalty: 4040.694092
	Iteration 10Q: 3 clusters Score -2.627769e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250755 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26277876.000000 Penalty: 4040.694092
	Iteration 11Q: 3 clusters Score -2.627788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250789 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26277916.000000 Penalty: 4040.694092
	Iteration 12Q: 3 clusters Score -2.627792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250796 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26277962.000000 Penalty: 4040.694092
	Iteration 13Q: 3 clusters Score -2.627796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250800 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26277974.000000 Penalty: 4040.694092
	Iteration 14Q: 3 clusters Score -2.627797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250802 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26277990.000000 Penalty: 4040.694092
	Iteration 15Q: 3 clusters Score -2.627799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250801 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26277990.000000 Penalty: 4040.694092
	Iteration 16Q: 3 clusters Score -2.627799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250799 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26277980.000000 Penalty: 4040.694092
	Iteration 17Q: 3 clusters Score -2.627798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250798 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26277992.000000 Penalty: 4040.694092
	Iteration 18Q: 3 clusters Score -2.627799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250797 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26277994.000000 Penalty: 4040.694092
	Iteration 19Q: 3 clusters Score -2.627799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250796 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26278004.000000 Penalty: 4040.694092
	Iteration 20F: 3 clusters Score -2.6278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250797 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26278004.000000 Penalty: 4040.694092
	Iteration 21Q: 3 clusters Score -2.6278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250797 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26278004.000000 Penalty: 4040.694092
	Iteration 22F: 3 clusters Score -2.6278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Entering Unmasked Estep 
Score: -2268865.000000 Penalty: 1618.739380
	Iteration 0F: 2 clusters Score -2268865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2254414.500000 Penalty: 3237.478760
	Iteration 0F: 3 clusters Score -2254414 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2260095.750000 Penalty: 3237.478760
	Iteration 1F: 3 clusters Score -2260096 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2260652.000000 Penalty: 3237.478760
	Iteration 2F: 3 clusters Score -2260652 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2261414.750000 Penalty: 3237.478760
	Iteration 3F: 3 clusters Score -2261415 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2262367.500000 Penalty: 3237.478760
	Iteration 4F: 3 clusters Score -2262368 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2263504.250000 Penalty: 3237.478760
	Iteration 5F: 3 clusters Score -2263504 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2264709.500000 Penalty: 3237.478760
	Iteration 6F: 3 clusters Score -2264710 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2265714.000000 Penalty: 3237.478760
	Iteration 7F: 3 clusters Score -2265714 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2266385.250000 Penalty: 3237.478760
	Iteration 8Q: 3 clusters Score -2266385 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2266793.250000 Penalty: 3237.478760
	Iteration 9Q: 3 clusters Score -2266793 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2267057.000000 Penalty: 3237.478760
	Iteration 10Q: 3 clusters Score -2267057 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2267217.500000 Penalty: 3237.478760
	Iteration 11Q: 3 clusters Score -2267218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2267336.750000 Penalty: 3237.478760
	Iteration 12Q: 3 clusters Score -2267337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2267421.500000 Penalty: 3237.478760
	Iteration 13Q: 3 clusters Score -2267422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2267481.500000 Penalty: 3237.478760
	Iteration 14Q: 3 clusters Score -2267482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2267513.250000 Penalty: 3237.478760
	Iteration 15Q: 3 clusters Score -2267513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2267539.250000 Penalty: 3237.478760
	Iteration 16Q: 3 clusters Score -2267539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2267571.750000 Penalty: 3237.478760
	Iteration 17Q: 3 clusters Score -2267572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2267598.250000 Penalty: 3237.478760
	Iteration 18Q: 3 clusters Score -2267598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2267607.250000 Penalty: 3237.478760
	Iteration 19Q: 3 clusters Score -2267607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2267615.500000 Penalty: 3237.478760
	Iteration 20F: 3 clusters Score -2267616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2267629.000000 Penalty: 3237.478760
	Iteration 21Q: 3 clusters Score -2267629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2267630.500000 Penalty: 3237.478760
	Iteration 22Q: 3 clusters Score -2267630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2267641.000000 Penalty: 3237.478760
	Iteration 23Q: 3 clusters Score -2267641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2267641.500000 Penalty: 3237.478760
	Iteration 24Q: 3 clusters Score -2267642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2267642.750000 Penalty: 3237.478760
	Iteration 25Q: 3 clusters Score -2267643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2267643.750000 Penalty: 3237.478760
	Iteration 26Q: 3 clusters Score -2267644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2267646.000000 Penalty: 3237.478760
	Iteration 27Q: 3 clusters Score -2267646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2267648.000000 Penalty: 3237.478760
	Iteration 28Q: 3 clusters Score -2267648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2267647.000000 Penalty: 3237.478760
	Iteration 29Q: 3 clusters Score -2267647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2267652.250000 Penalty: 3237.478760
	Iteration 30Q: 3 clusters Score -2267652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2267656.500000 Penalty: 3237.478760
	Iteration 31Q: 3 clusters Score -2267656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2267656.500000 Penalty: 3237.478760
	Iteration 32Q: 3 clusters Score -2267656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2267658.250000 Penalty: 3237.478760
	Iteration 33Q: 3 clusters Score -2267658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2267657.000000 Penalty: 3237.478760
	Iteration 34Q: 3 clusters Score -2267657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2267657.000000 Penalty: 3237.478760
	Iteration 35Q: 3 clusters Score -2267657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2267658.500000 Penalty: 3237.478760
	Iteration 36Q: 3 clusters Score -2267658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2267656.750000 Penalty: 3237.478760
	Iteration 37Q: 3 clusters Score -2267657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2267660.000000 Penalty: 3237.478760
	Iteration 38Q: 3 clusters Score -2267660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2267661.250000 Penalty: 3237.478760
	Iteration 39Q: 3 clusters Score -2267661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2267660.000000 Penalty: 3237.478760
	Iteration 40F: 3 clusters Score -2267660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -243482.500000 Penalty: 1270.494995
	Iteration 0F: 2 clusters Score -243482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -241136.984375 Penalty: 2540.989990
	Iteration 0F: 3 clusters Score -241137 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241811.296875 Penalty: 2540.989990
	Iteration 1F: 3 clusters Score -241811.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242003.390625 Penalty: 2540.989990
	Iteration 2F: 3 clusters Score -242003.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242137.328125 Penalty: 2540.989990
	Iteration 3F: 3 clusters Score -242137.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242233.265625 Penalty: 2540.989990
	Iteration 4Q: 3 clusters Score -242233.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242300.546875 Penalty: 2540.989990
	Iteration 5Q: 3 clusters Score -242300.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242347.265625 Penalty: 2540.989990
	Iteration 6Q: 3 clusters Score -242347.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -242375.968750 Penalty: 2540.989990
	Iteration 7Q: 3 clusters Score -242376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -242397.890625 Penalty: 2540.989990
	Iteration 8Q: 3 clusters Score -242397.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242416.156250 Penalty: 2540.989990
	Iteration 9Q: 3 clusters Score -242416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -242424.828125 Penalty: 2540.989990
	Iteration 10Q: 3 clusters Score -242424.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -242431.656250 Penalty: 2540.989990
	Iteration 11Q: 3 clusters Score -242431.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -242438.218750 Penalty: 2540.989990
	Iteration 12Q: 3 clusters Score -242438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -242443.906250 Penalty: 2540.989990
	Iteration 13Q: 3 clusters Score -242443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -242449.375000 Penalty: 2540.989990
	Iteration 14Q: 3 clusters Score -242449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -242453.953125 Penalty: 2540.989990
	Iteration 15Q: 3 clusters Score -242454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -242460.890625 Penalty: 2540.989990
	Iteration 16Q: 3 clusters Score -242460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -242466.656250 Penalty: 2540.989990
	Iteration 17Q: 3 clusters Score -242466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -242470.109375 Penalty: 2540.989990
	Iteration 18Q: 3 clusters Score -242470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -242473.421875 Penalty: 2540.989990
	Iteration 19Q: 3 clusters Score -242473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -242479.218750 Penalty: 2540.989990
	Iteration 20F: 3 clusters Score -242479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -242482.968750 Penalty: 2540.989990
	Iteration 21Q: 3 clusters Score -242483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -242486.390625 Penalty: 2540.989990
	Iteration 22Q: 3 clusters Score -242486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -242490.390625 Penalty: 2540.989990
	Iteration 23Q: 3 clusters Score -242490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -242498.796875 Penalty: 2540.989990
	Iteration 24Q: 3 clusters Score -242498.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -242506.140625 Penalty: 2540.989990
	Iteration 25Q: 3 clusters Score -242506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -242511.734375 Penalty: 2540.989990
	Iteration 26Q: 3 clusters Score -242511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -242514.750000 Penalty: 2540.989990
	Iteration 27Q: 3 clusters Score -242514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -242515.593750 Penalty: 2540.989990
	Iteration 28Q: 3 clusters Score -242515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -242516.062500 Penalty: 2540.989990
	Iteration 29Q: 3 clusters Score -242516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -242517.078125 Penalty: 2540.989990
	Iteration 30Q: 3 clusters Score -242517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -242517.390625 Penalty: 2540.989990
	Iteration 31Q: 3 clusters Score -242517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -242517.937500 Penalty: 2540.989990
	Iteration 32Q: 3 clusters Score -242517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -242518.937500 Penalty: 2540.989990
	Iteration 33Q: 3 clusters Score -242518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -242519.750000 Penalty: 2540.989990
	Iteration 34Q: 3 clusters Score -242519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -242519.375000 Penalty: 2540.989990
	Iteration 35Q: 3 clusters Score -242519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -242519.812500 Penalty: 2540.989990
	Iteration 36Q: 3 clusters Score -242519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -242521.875000 Penalty: 2540.989990
	Iteration 37Q: 3 clusters Score -242521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -242522.703125 Penalty: 2540.989990
	Iteration 38Q: 3 clusters Score -242522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -242522.843750 Penalty: 2540.989990
	Iteration 39Q: 3 clusters Score -242522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -242522.843750 Penalty: 2540.989990
	Iteration 40F: 3 clusters Score -242522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Entering Unmasked Estep 
Score: -4163298.750000 Penalty: 1717.668091
	Iteration 0F: 2 clusters Score -4163299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4137232.500000 Penalty: 3435.336182
	Iteration 0F: 3 clusters Score -4137232 nChanged 18087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4147142.000000 Penalty: 3435.336182
	Iteration 1F: 3 clusters Score -4147142 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4147632.750000 Penalty: 3435.336182
	Iteration 2Q: 3 clusters Score -4147633 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4148239.500000 Penalty: 3435.336182
	Iteration 3Q: 3 clusters Score -4148240 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4149146.500000 Penalty: 3435.336182
	Iteration 4Q: 3 clusters Score -4149146 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -4150555.000000 Penalty: 3435.336182
	Iteration 5F: 3 clusters Score -4150555 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4152659.250000 Penalty: 3435.336182
	Iteration 6F: 3 clusters Score -4152659 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4155220.250000 Penalty: 3435.336182
	Iteration 7F: 3 clusters Score -4155220 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4157480.750000 Penalty: 3435.336182
	Iteration 8F: 3 clusters Score -4157481 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4159108.750000 Penalty: 3435.336182
	Iteration 9Q: 3 clusters Score -4159109 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4160067.500000 Penalty: 3435.336182
	Iteration 10Q: 3 clusters Score -4160068 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4160661.500000 Penalty: 3435.336182
	Iteration 11Q: 3 clusters Score -4160662 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4161019.750000 Penalty: 3435.336182
	Iteration 12Q: 3 clusters Score -4161020 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4161228.750000 Penalty: 3435.336182
	Iteration 13Q: 3 clusters Score -4161229 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4161337.750000 Penalty: 3435.336182
	Iteration 14Q: 3 clusters Score -4161338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4161442.000000 Penalty: 3435.336182
	Iteration 15Q: 3 clusters Score -4161442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4161516.750000 Penalty: 3435.336182
	Iteration 16Q: 3 clusters Score -4161517 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4161566.500000 Penalty: 3435.336182
	Iteration 17Q: 3 clusters Score -4161566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4161629.750000 Penalty: 3435.336182
	Iteration 18Q: 3 clusters Score -4161630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4161658.500000 Penalty: 3435.336182
	Iteration 19Q: 3 clusters Score -4161658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4161690.500000 Penalty: 3435.336182
	Iteration 20F: 3 clusters Score -4161690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4161710.000000 Penalty: 3435.336182
	Iteration 21Q: 3 clusters Score -4161710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4161729.750000 Penalty: 3435.336182
	Iteration 22Q: 3 clusters Score -4161730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4161742.000000 Penalty: 3435.336182
	Iteration 23Q: 3 clusters Score -4161742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4161753.250000 Penalty: 3435.336182
	Iteration 24Q: 3 clusters Score -4161753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4161764.750000 Penalty: 3435.336182
	Iteration 25Q: 3 clusters Score -4161765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4161764.750000 Penalty: 3435.336182
	Iteration 26Q: 3 clusters Score -4161765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4161784.000000 Penalty: 3435.336182
	Iteration 27Q: 3 clusters Score -4161784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4161801.250000 Penalty: 3435.336182
	Iteration 28Q: 3 clusters Score -4161801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4161820.500000 Penalty: 3435.336182
	Iteration 29Q: 3 clusters Score -4161820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4161828.000000 Penalty: 3435.336182
	Iteration 30Q: 3 clusters Score -4161828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4161841.250000 Penalty: 3435.336182
	Iteration 31Q: 3 clusters Score -4161841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4161853.250000 Penalty: 3435.336182
	Iteration 32Q: 3 clusters Score -4161853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4161858.250000 Penalty: 3435.336182
	Iteration 33Q: 3 clusters Score -4161858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4161858.750000 Penalty: 3435.336182
	Iteration 34Q: 3 clusters Score -4161859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4161861.000000 Penalty: 3435.336182
	Iteration 35Q: 3 clusters Score -4161861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4161863.750000 Penalty: 3435.336182
	Iteration 36Q: 3 clusters Score -4161864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4161860.500000 Penalty: 3435.336182
	Iteration 37Q: 3 clusters Score -4161860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4161863.750000 Penalty: 3435.336182
	Iteration 38Q: 3 clusters Score -4161864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4161872.000000 Penalty: 3435.336182
	Iteration 39Q: 3 clusters Score -4161872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4161877.000000 Penalty: 3435.336182
	Iteration 40F: 3 clusters Score -4161877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4161881.000000 Penalty: 3435.336182
	Iteration 41Q: 3 clusters Score -4161881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4161887.000000 Penalty: 3435.336182
	Iteration 42Q: 3 clusters Score -4161887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4161892.000000 Penalty: 3435.336182
	Iteration 43Q: 3 clusters Score -4161892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4161902.500000 Penalty: 3435.336182
	Iteration 44Q: 3 clusters Score -4161902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4161906.000000 Penalty: 3435.336182
	Iteration 45Q: 3 clusters Score -4161906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4161906.500000 Penalty: 3435.336182
	Iteration 46Q: 3 clusters Score -4161906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4161915.250000 Penalty: 3435.336182
	Iteration 47Q: 3 clusters Score -4161915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4161911.750000 Penalty: 3435.336182
	Iteration 48Q: 3 clusters Score -4161912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4161917.000000 Penalty: 3435.336182
	Iteration 49Q: 3 clusters Score -4161917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4161921.000000 Penalty: 3435.336182
	Iteration 50Q: 3 clusters Score -4161921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4161922.500000 Penalty: 3435.336182
	Iteration 51Q: 3 clusters Score -4161922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4161924.500000 Penalty: 3435.336182
	Iteration 52Q: 3 clusters Score -4161924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4161924.500000 Penalty: 3435.336182
	Iteration 53Q: 3 clusters Score -4161924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4161924.500000 Penalty: 3435.336182
	Iteration 54F: 3 clusters Score -4161924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -91155.718750 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -91155.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89955.671875 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -89955.67 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90584.820312 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -90584.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90951.937500 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -90951.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91126.796875 Penalty: 2226.635010
	Iteration 3F: 3 clusters Score -91126.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91166.835938 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -91166.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91184.484375 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -91184.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91195.750000 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -91195.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91213.468750 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -91213.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91239.062500 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -91239.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91255.101562 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -91255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91275.882812 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -91275.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91287.312500 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -91287.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91293.984375 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -91293.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91293.984375 Penalty: 2226.635010
	Iteration 13F: 3 clusters Score -91293.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250924 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 34632 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 11 contains 27049 members 
Mstep: Class 13 contains 33851 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 48645 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 22 contains 15210 members 
Mstep: Class 23 contains 63990 members 
Entering Unmasked Estep 
Score: -70198632.000000 Penalty: 39277.449219
Splitting cluster 5 changes total score from -70199360.000000 to -70198632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -71455.382812 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -71455.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70262.382812 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -70262.38 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70877.820312 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -70877.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71303.781250 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -71303.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71557.046875 Penalty: 2185.635986
	Iteration 3F: 3 clusters Score -71557.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71625.406250 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -71625.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71644.867188 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -71644.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71651.890625 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -71651.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71653.335938 Penalty: 2185.635986
	Iteration 7Q: 3 clusters Score -71653.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71654.187500 Penalty: 2185.635986
	Iteration 8Q: 3 clusters Score -71654.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71654.187500 Penalty: 2185.635986
	Iteration 9F: 3 clusters Score -71654.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250924 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 34632 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 11 contains 27049 members 
Mstep: Class 13 contains 33851 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 48645 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 22 contains 15210 members 
Mstep: Class 23 contains 63990 members 
Entering Unmasked Estep 
Score: -70198672.000000 Penalty: 39277.449219
Splitting cluster 6 changes total score from -70199360.000000 to -70198672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -738456.750000 Penalty: 1443.591553
	Iteration 0F: 2 clusters Score -738456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -733066.312500 Penalty: 2887.183105
	Iteration 0F: 3 clusters Score -733066.3 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -734915.500000 Penalty: 2887.183105
	Iteration 1F: 3 clusters Score -734915.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -735389.500000 Penalty: 2887.183105
	Iteration 2F: 3 clusters Score -735389.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -735764.687500 Penalty: 2887.183105
	Iteration 3F: 3 clusters Score -735764.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -736064.687500 Penalty: 2887.183105
	Iteration 4F: 3 clusters Score -736064.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -736316.375000 Penalty: 2887.183105
	Iteration 5F: 3 clusters Score -736316.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -736491.750000 Penalty: 2887.183105
	Iteration 6Q: 3 clusters Score -736491.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -736629.625000 Penalty: 2887.183105
	Iteration 7Q: 3 clusters Score -736629.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -736746.312500 Penalty: 2887.183105
	Iteration 8Q: 3 clusters Score -736746.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -736859.875000 Penalty: 2887.183105
	Iteration 9Q: 3 clusters Score -736859.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -736971.875000 Penalty: 2887.183105
	Iteration 10Q: 3 clusters Score -736971.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -737054.062500 Penalty: 2887.183105
	Iteration 11Q: 3 clusters Score -737054.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -737129.562500 Penalty: 2887.183105
	Iteration 12Q: 3 clusters Score -737129.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -737190.125000 Penalty: 2887.183105
	Iteration 13Q: 3 clusters Score -737190.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -737242.562500 Penalty: 2887.183105
	Iteration 14Q: 3 clusters Score -737242.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -737271.875000 Penalty: 2887.183105
	Iteration 15Q: 3 clusters Score -737271.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -737296.000000 Penalty: 2887.183105
	Iteration 16Q: 3 clusters Score -737296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -737309.000000 Penalty: 2887.183105
	Iteration 17Q: 3 clusters Score -737309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -737327.875000 Penalty: 2887.183105
	Iteration 18Q: 3 clusters Score -737327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -737337.687500 Penalty: 2887.183105
	Iteration 19Q: 3 clusters Score -737337.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -737344.500000 Penalty: 2887.183105
	Iteration 20F: 3 clusters Score -737344.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -737357.500000 Penalty: 2887.183105
	Iteration 21Q: 3 clusters Score -737357.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -737366.687500 Penalty: 2887.183105
	Iteration 22Q: 3 clusters Score -737366.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -737377.437500 Penalty: 2887.183105
	Iteration 23Q: 3 clusters Score -737377.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -737383.812500 Penalty: 2887.183105
	Iteration 24Q: 3 clusters Score -737383.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -737389.000000 Penalty: 2887.183105
	Iteration 25Q: 3 clusters Score -737389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -737391.812500 Penalty: 2887.183105
	Iteration 26Q: 3 clusters Score -737391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -737392.375000 Penalty: 2887.183105
	Iteration 27Q: 3 clusters Score -737392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -737395.437500 Penalty: 2887.183105
	Iteration 28Q: 3 clusters Score -737395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -737399.062500 Penalty: 2887.183105
	Iteration 29Q: 3 clusters Score -737399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -737402.375000 Penalty: 2887.183105
	Iteration 30Q: 3 clusters Score -737402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -737404.125000 Penalty: 2887.183105
	Iteration 31Q: 3 clusters Score -737404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -737404.937500 Penalty: 2887.183105
	Iteration 32Q: 3 clusters Score -737404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -737407.250000 Penalty: 2887.183105
	Iteration 33Q: 3 clusters Score -737407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -737408.687500 Penalty: 2887.183105
	Iteration 34Q: 3 clusters Score -737408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -737410.500000 Penalty: 2887.183105
	Iteration 35Q: 3 clusters Score -737410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -737411.125000 Penalty: 2887.183105
	Iteration 36Q: 3 clusters Score -737411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -737413.625000 Penalty: 2887.183105
	Iteration 37Q: 3 clusters Score -737413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -737414.312500 Penalty: 2887.183105
	Iteration 38Q: 3 clusters Score -737414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -737414.312500 Penalty: 2887.183105
	Iteration 39F: 3 clusters Score -737414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Entering Unmasked Estep 
Score: -3502117.750000 Penalty: 1698.536743
	Iteration 0F: 2 clusters Score -3502118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3478804.750000 Penalty: 3397.073486
	Iteration 0F: 3 clusters Score -3478805 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3488000.250000 Penalty: 3397.073486
	Iteration 1F: 3 clusters Score -3488000 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3488923.750000 Penalty: 3397.073486
	Iteration 2F: 3 clusters Score -3488924 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3489963.500000 Penalty: 3397.073486
	Iteration 3F: 3 clusters Score -3489964 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3491513.500000 Penalty: 3397.073486
	Iteration 4F: 3 clusters Score -3491514 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3494115.500000 Penalty: 3397.073486
	Iteration 5F: 3 clusters Score -3494116 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3498009.500000 Penalty: 3397.073486
	Iteration 6F: 3 clusters Score -3498010 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3501676.750000 Penalty: 3397.073486
	Iteration 7F: 3 clusters Score -3501677 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3503616.750000 Penalty: 3397.073486
	Iteration 8F: 3 clusters Score -3503617 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3504306.500000 Penalty: 3397.073486
	Iteration 9Q: 3 clusters Score -3504306 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3504633.000000 Penalty: 3397.073486
	Iteration 10Q: 3 clusters Score -3504633 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3504822.250000 Penalty: 3397.073486
	Iteration 11Q: 3 clusters Score -3504822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3504961.750000 Penalty: 3397.073486
	Iteration 12Q: 3 clusters Score -3504962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3505056.250000 Penalty: 3397.073486
	Iteration 13Q: 3 clusters Score -3505056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3505116.250000 Penalty: 3397.073486
	Iteration 14Q: 3 clusters Score -3505116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3505161.000000 Penalty: 3397.073486
	Iteration 15Q: 3 clusters Score -3505161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3505197.500000 Penalty: 3397.073486
	Iteration 16Q: 3 clusters Score -3505198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3505229.750000 Penalty: 3397.073486
	Iteration 17Q: 3 clusters Score -3505230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3505244.750000 Penalty: 3397.073486
	Iteration 18Q: 3 clusters Score -3505245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -3505255.500000 Penalty: 3397.073486
	Iteration 19Q: 3 clusters Score -3505256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3505262.250000 Penalty: 3397.073486
	Iteration 20F: 3 clusters Score -3505262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3505271.750000 Penalty: 3397.073486
	Iteration 21Q: 3 clusters Score -3505272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3505273.000000 Penalty: 3397.073486
	Iteration 22Q: 3 clusters Score -3505273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3505276.750000 Penalty: 3397.073486
	Iteration 23Q: 3 clusters Score -3505277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3505276.250000 Penalty: 3397.073486
	Iteration 24Q: 3 clusters Score -3505276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3505272.500000 Penalty: 3397.073486
	Iteration 25Q: 3 clusters Score -3505272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3505277.500000 Penalty: 3397.073486
	Iteration 26Q: 3 clusters Score -3505278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3505282.750000 Penalty: 3397.073486
	Iteration 27Q: 3 clusters Score -3505283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3505288.000000 Penalty: 3397.073486
	Iteration 28Q: 3 clusters Score -3505288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3505301.250000 Penalty: 3397.073486
	Iteration 29Q: 3 clusters Score -3505301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3505354.750000 Penalty: 3397.073486
	Iteration 30Q: 3 clusters Score -3505355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3505435.750000 Penalty: 3397.073486
	Iteration 31Q: 3 clusters Score -3505436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3505542.000000 Penalty: 3397.073486
	Iteration 32Q: 3 clusters Score -3505542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3505597.000000 Penalty: 3397.073486
	Iteration 33Q: 3 clusters Score -3505597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3505631.000000 Penalty: 3397.073486
	Iteration 34Q: 3 clusters Score -3505631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3505649.750000 Penalty: 3397.073486
	Iteration 35Q: 3 clusters Score -3505650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -3505661.000000 Penalty: 3397.073486
	Iteration 36Q: 3 clusters Score -3505661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3505663.500000 Penalty: 3397.073486
	Iteration 37Q: 3 clusters Score -3505664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3505668.500000 Penalty: 3397.073486
	Iteration 38Q: 3 clusters Score -3505668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3505676.500000 Penalty: 3397.073486
	Iteration 39Q: 3 clusters Score -3505676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3505678.000000 Penalty: 3397.073486
	Iteration 40F: 3 clusters Score -3505678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3505676.000000 Penalty: 3397.073486
	Iteration 41Q: 3 clusters Score -3505676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3505673.500000 Penalty: 3397.073486
	Iteration 42Q: 3 clusters Score -3505674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3505680.250000 Penalty: 3397.073486
	Iteration 43Q: 3 clusters Score -3505680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3505682.000000 Penalty: 3397.073486
	Iteration 44Q: 3 clusters Score -3505682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3505685.500000 Penalty: 3397.073486
	Iteration 45Q: 3 clusters Score -3505686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3505683.500000 Penalty: 3397.073486
	Iteration 46Q: 3 clusters Score -3505684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3505682.250000 Penalty: 3397.073486
	Iteration 47Q: 3 clusters Score -3505682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3505681.250000 Penalty: 3397.073486
	Iteration 48Q: 3 clusters Score -3505681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3505681.250000 Penalty: 3397.073486
	Iteration 49F: 3 clusters Score -3505681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250924 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 32516 members 
Mstep: Class 11 contains 27049 members 
Mstep: Class 13 contains 33851 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 48645 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 22 contains 15210 members 
Mstep: Class 23 contains 63990 members 
Entering Unmasked Estep 
Score: -70202328.000000 Penalty: 39277.449219
Splitting cluster 8 changes total score from -70199360.000000 to -70202328.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 11 (27049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Entering Unmasked Estep 
Score: -2892315.750000 Penalty: 1658.378296
	Iteration 0F: 2 clusters Score -2892316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2873871.500000 Penalty: 3316.756592
	Iteration 0F: 3 clusters Score -2873872 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2880783.750000 Penalty: 3316.756592
	Iteration 1F: 3 clusters Score -2880784 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2881163.250000 Penalty: 3316.756592
	Iteration 2Q: 3 clusters Score -2881163 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2881604.750000 Penalty: 3316.756592
	Iteration 3Q: 3 clusters Score -2881605 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2882151.000000 Penalty: 3316.756592
	Iteration 4Q: 3 clusters Score -2882151 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2882829.250000 Penalty: 3316.756592
	Iteration 5Q: 3 clusters Score -2882829 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2883583.750000 Penalty: 3316.756592
	Iteration 6F: 3 clusters Score -2883584 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2884424.000000 Penalty: 3316.756592
	Iteration 7F: 3 clusters Score -2884424 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2885307.500000 Penalty: 3316.756592
	Iteration 8F: 3 clusters Score -2885308 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2886207.750000 Penalty: 3316.756592
	Iteration 9F: 3 clusters Score -2886208 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2887012.500000 Penalty: 3316.756592
	Iteration 10F: 3 clusters Score -2887012 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2887559.250000 Penalty: 3316.756592
	Iteration 11Q: 3 clusters Score -2887559 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2887925.500000 Penalty: 3316.756592
	Iteration 12Q: 3 clusters Score -2887926 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2888166.500000 Penalty: 3316.756592
	Iteration 13Q: 3 clusters Score -2888166 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2888337.750000 Penalty: 3316.756592
	Iteration 14Q: 3 clusters Score -2888338 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2888440.000000 Penalty: 3316.756592
	Iteration 15Q: 3 clusters Score -2888440 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2888537.500000 Penalty: 3316.756592
	Iteration 16Q: 3 clusters Score -2888538 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2888657.500000 Penalty: 3316.756592
	Iteration 17Q: 3 clusters Score -2888658 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2888754.250000 Penalty: 3316.756592
	Iteration 18Q: 3 clusters Score -2888754 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2888883.000000 Penalty: 3316.756592
	Iteration 19Q: 3 clusters Score -2888883 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2889028.000000 Penalty: 3316.756592
	Iteration 20F: 3 clusters Score -2889028 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2889183.000000 Penalty: 3316.756592
	Iteration 21Q: 3 clusters Score -2889183 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2889355.250000 Penalty: 3316.756592
	Iteration 22Q: 3 clusters Score -2889355 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2889532.250000 Penalty: 3316.756592
	Iteration 23Q: 3 clusters Score -2889532 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2889687.000000 Penalty: 3316.756592
	Iteration 24Q: 3 clusters Score -2889687 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2889838.250000 Penalty: 3316.756592
	Iteration 25Q: 3 clusters Score -2889838 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2889957.250000 Penalty: 3316.756592
	Iteration 26Q: 3 clusters Score -2889957 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2890068.000000 Penalty: 3316.756592
	Iteration 27Q: 3 clusters Score -2890068 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2890166.000000 Penalty: 3316.756592
	Iteration 28Q: 3 clusters Score -2890166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2890244.500000 Penalty: 3316.756592
	Iteration 29Q: 3 clusters Score -2890244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2890320.250000 Penalty: 3316.756592
	Iteration 30Q: 3 clusters Score -2890320 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2890384.250000 Penalty: 3316.756592
	Iteration 31Q: 3 clusters Score -2890384 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2890444.250000 Penalty: 3316.756592
	Iteration 32Q: 3 clusters Score -2890444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2890468.750000 Penalty: 3316.756592
	Iteration 33Q: 3 clusters Score -2890469 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2890506.750000 Penalty: 3316.756592
	Iteration 34Q: 3 clusters Score -2890507 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2890537.500000 Penalty: 3316.756592
	Iteration 35Q: 3 clusters Score -2890538 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2890551.250000 Penalty: 3316.756592
	Iteration 36Q: 3 clusters Score -2890551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2890572.500000 Penalty: 3316.756592
	Iteration 37Q: 3 clusters Score -2890572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2890601.500000 Penalty: 3316.756592
	Iteration 38Q: 3 clusters Score -2890602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2890624.250000 Penalty: 3316.756592
	Iteration 39Q: 3 clusters Score -2890624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2890637.250000 Penalty: 3316.756592
	Iteration 40F: 3 clusters Score -2890637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2890659.750000 Penalty: 3316.756592
	Iteration 41Q: 3 clusters Score -2890660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2890671.250000 Penalty: 3316.756592
	Iteration 42Q: 3 clusters Score -2890671 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2890677.500000 Penalty: 3316.756592
	Iteration 43Q: 3 clusters Score -2890678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2890698.250000 Penalty: 3316.756592
	Iteration 44Q: 3 clusters Score -2890698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2890715.250000 Penalty: 3316.756592
	Iteration 45Q: 3 clusters Score -2890715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2890729.250000 Penalty: 3316.756592
	Iteration 46Q: 3 clusters Score -2890729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2890739.000000 Penalty: 3316.756592
	Iteration 47Q: 3 clusters Score -2890739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2890759.000000 Penalty: 3316.756592
	Iteration 48Q: 3 clusters Score -2890759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2890780.000000 Penalty: 3316.756592
	Iteration 49Q: 3 clusters Score -2890780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2890787.750000 Penalty: 3316.756592
	Iteration 50Q: 3 clusters Score -2890788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2890806.250000 Penalty: 3316.756592
	Iteration 51Q: 3 clusters Score -2890806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2890823.750000 Penalty: 3316.756592
	Iteration 52Q: 3 clusters Score -2890824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2890835.250000 Penalty: 3316.756592
	Iteration 53Q: 3 clusters Score -2890835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2890843.000000 Penalty: 3316.756592
	Iteration 54Q: 3 clusters Score -2890843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2890858.250000 Penalty: 3316.756592
	Iteration 55Q: 3 clusters Score -2890858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2890860.000000 Penalty: 3316.756592
	Iteration 56Q: 3 clusters Score -2890860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2890864.000000 Penalty: 3316.756592
	Iteration 57Q: 3 clusters Score -2890864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2890865.500000 Penalty: 3316.756592
	Iteration 58Q: 3 clusters Score -2890866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2890872.250000 Penalty: 3316.756592
	Iteration 59Q: 3 clusters Score -2890872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2890875.750000 Penalty: 3316.756592
	Iteration 60F: 3 clusters Score -2890876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2890878.250000 Penalty: 3316.756592
	Iteration 61Q: 3 clusters Score -2890878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2890878.500000 Penalty: 3316.756592
	Iteration 62Q: 3 clusters Score -2890878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2890886.750000 Penalty: 3316.756592
	Iteration 63Q: 3 clusters Score -2890887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2890883.250000 Penalty: 3316.756592
	Iteration 64Q: 3 clusters Score -2890883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2890887.500000 Penalty: 3316.756592
	Iteration 65Q: 3 clusters Score -2890888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2890889.750000 Penalty: 3316.756592
	Iteration 66Q: 3 clusters Score -2890890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2890890.500000 Penalty: 3316.756592
	Iteration 67Q: 3 clusters Score -2890890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2890892.250000 Penalty: 3316.756592
	Iteration 68Q: 3 clusters Score -2890892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2890891.500000 Penalty: 3316.756592
	Iteration 69Q: 3 clusters Score -2890892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2890892.250000 Penalty: 3316.756592
	Iteration 70Q: 3 clusters Score -2890892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2890897.750000 Penalty: 3316.756592
	Iteration 71Q: 3 clusters Score -2890898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2890897.500000 Penalty: 3316.756592
	Iteration 72Q: 3 clusters Score -2890898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2890896.000000 Penalty: 3316.756592
	Iteration 73Q: 3 clusters Score -2890896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2890897.000000 Penalty: 3316.756592
	Iteration 74Q: 3 clusters Score -2890897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2890900.500000 Penalty: 3316.756592
	Iteration 75Q: 3 clusters Score -2890900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2890901.000000 Penalty: 3316.756592
	Iteration 76Q: 3 clusters Score -2890901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2890904.500000 Penalty: 3316.756592
	Iteration 77Q: 3 clusters Score -2890904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2890905.000000 Penalty: 3316.756592
	Iteration 78Q: 3 clusters Score -2890905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2890911.000000 Penalty: 3316.756592
	Iteration 79Q: 3 clusters Score -2890911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2890916.250000 Penalty: 3316.756592
	Iteration 80F: 3 clusters Score -2890916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2890920.250000 Penalty: 3316.756592
	Iteration 81Q: 3 clusters Score -2890920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2890919.500000 Penalty: 3316.756592
	Iteration 82Q: 3 clusters Score -2890920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2890918.250000 Penalty: 3316.756592
	Iteration 83Q: 3 clusters Score -2890918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2890923.000000 Penalty: 3316.756592
	Iteration 84Q: 3 clusters Score -2890923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2890923.500000 Penalty: 3316.756592
	Iteration 85Q: 3 clusters Score -2890924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2890919.750000 Penalty: 3316.756592
	Iteration 86Q: 3 clusters Score -2890920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2890915.250000 Penalty: 3316.756592
	Iteration 87Q: 3 clusters Score -2890915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2890919.250000 Penalty: 3316.756592
	Iteration 88Q: 3 clusters Score -2890919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2890917.500000 Penalty: 3316.756592
	Iteration 89Q: 3 clusters Score -2890918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2890918.500000 Penalty: 3316.756592
	Iteration 90Q: 3 clusters Score -2890918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2890922.000000 Penalty: 3316.756592
	Iteration 91Q: 3 clusters Score -2890922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2890927.250000 Penalty: 3316.756592
	Iteration 92Q: 3 clusters Score -2890927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2890929.500000 Penalty: 3316.756592
	Iteration 93Q: 3 clusters Score -2890930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2890931.500000 Penalty: 3316.756592
	Iteration 94Q: 3 clusters Score -2890932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2890930.000000 Penalty: 3316.756592
	Iteration 95Q: 3 clusters Score -2890930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2890940.500000 Penalty: 3316.756592
	Iteration 96Q: 3 clusters Score -2890940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2890941.000000 Penalty: 3316.756592
	Iteration 97Q: 3 clusters Score -2890941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2890943.000000 Penalty: 3316.756592
	Iteration 98Q: 3 clusters Score -2890943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2890945.750000 Penalty: 3316.756592
	Iteration 99Q: 3 clusters Score -2890946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2890949.000000 Penalty: 3316.756592
	Iteration 100F: 3 clusters Score -2890949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2890947.500000 Penalty: 3316.756592
	Iteration 101Q: 3 clusters Score -2890948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2890945.750000 Penalty: 3316.756592
	Iteration 102Q: 3 clusters Score -2890946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2890946.750000 Penalty: 3316.756592
	Iteration 103Q: 3 clusters Score -2890947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2890949.750000 Penalty: 3316.756592
	Iteration 104Q: 3 clusters Score -2890950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2890952.000000 Penalty: 3316.756592
	Iteration 105Q: 3 clusters Score -2890952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2890952.000000 Penalty: 3316.756592
	Iteration 106Q: 3 clusters Score -2890952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2890953.250000 Penalty: 3316.756592
	Iteration 107Q: 3 clusters Score -2890953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2890956.750000 Penalty: 3316.756592
	Iteration 108Q: 3 clusters Score -2890957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2890956.000000 Penalty: 3316.756592
	Iteration 109Q: 3 clusters Score -2890956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2890956.250000 Penalty: 3316.756592
	Iteration 110Q: 3 clusters Score -2890956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2890956.750000 Penalty: 3316.756592
	Iteration 111Q: 3 clusters Score -2890957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2890958.500000 Penalty: 3316.756592
	Iteration 112Q: 3 clusters Score -2890958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2890957.750000 Penalty: 3316.756592
	Iteration 113Q: 3 clusters Score -2890958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2890960.000000 Penalty: 3316.756592
	Iteration 114Q: 3 clusters Score -2890960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2890957.500000 Penalty: 3316.756592
	Iteration 115Q: 3 clusters Score -2890958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2890959.000000 Penalty: 3316.756592
	Iteration 116Q: 3 clusters Score -2890959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2890960.500000 Penalty: 3316.756592
	Iteration 117Q: 3 clusters Score -2890960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2890956.500000 Penalty: 3316.756592
	Iteration 118Q: 3 clusters Score -2890956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2890956.250000 Penalty: 3316.756592
	Iteration 119Q: 3 clusters Score -2890956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2890956.250000 Penalty: 3316.756592
	Iteration 120F: 3 clusters Score -2890956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Entering Unmasked Estep 
Score: -3617741.500000 Penalty: 1694.830078
	Iteration 0F: 2 clusters Score -3617742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3594995.000000 Penalty: 3389.660156
	Iteration 0F: 3 clusters Score -3594995 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3603683.000000 Penalty: 3389.660156
	Iteration 1F: 3 clusters Score -3603683 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3604225.750000 Penalty: 3389.660156
	Iteration 2Q: 3 clusters Score -3604226 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3604926.500000 Penalty: 3389.660156
	Iteration 3Q: 3 clusters Score -3604926 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3606011.000000 Penalty: 3389.660156
	Iteration 4F: 3 clusters Score -3606011 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3607563.250000 Penalty: 3389.660156
	Iteration 5F: 3 clusters Score -3607563 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3609709.750000 Penalty: 3389.660156
	Iteration 6F: 3 clusters Score -3609710 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3612052.250000 Penalty: 3389.660156
	Iteration 7F: 3 clusters Score -3612052 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3613929.750000 Penalty: 3389.660156
	Iteration 8F: 3 clusters Score -3613930 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3615041.250000 Penalty: 3389.660156
	Iteration 9Q: 3 clusters Score -3615041 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3615650.000000 Penalty: 3389.660156
	Iteration 10Q: 3 clusters Score -3615650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3615948.250000 Penalty: 3389.660156
	Iteration 11Q: 3 clusters Score -3615948 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3616114.750000 Penalty: 3389.660156
	Iteration 12Q: 3 clusters Score -3616115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3616213.250000 Penalty: 3389.660156
	Iteration 13Q: 3 clusters Score -3616213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3616269.000000 Penalty: 3389.660156
	Iteration 14Q: 3 clusters Score -3616269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3616301.750000 Penalty: 3389.660156
	Iteration 15Q: 3 clusters Score -3616302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3616319.000000 Penalty: 3389.660156
	Iteration 16Q: 3 clusters Score -3616319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3616328.500000 Penalty: 3389.660156
	Iteration 17Q: 3 clusters Score -3616328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3616340.500000 Penalty: 3389.660156
	Iteration 18Q: 3 clusters Score -3616340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3616349.500000 Penalty: 3389.660156
	Iteration 19Q: 3 clusters Score -3616350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3616360.000000 Penalty: 3389.660156
	Iteration 20F: 3 clusters Score -3616360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3616369.750000 Penalty: 3389.660156
	Iteration 21Q: 3 clusters Score -3616370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3616373.750000 Penalty: 3389.660156
	Iteration 22Q: 3 clusters Score -3616374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3616381.500000 Penalty: 3389.660156
	Iteration 23Q: 3 clusters Score -3616382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3616381.000000 Penalty: 3389.660156
	Iteration 24Q: 3 clusters Score -3616381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3616385.250000 Penalty: 3389.660156
	Iteration 25Q: 3 clusters Score -3616385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3616388.250000 Penalty: 3389.660156
	Iteration 26Q: 3 clusters Score -3616388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3616397.250000 Penalty: 3389.660156
	Iteration 27Q: 3 clusters Score -3616397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3616407.750000 Penalty: 3389.660156
	Iteration 28Q: 3 clusters Score -3616408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3616401.250000 Penalty: 3389.660156
	Iteration 29Q: 3 clusters Score -3616401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3616405.000000 Penalty: 3389.660156
	Iteration 30Q: 3 clusters Score -3616405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3616406.500000 Penalty: 3389.660156
	Iteration 31Q: 3 clusters Score -3616406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3616405.750000 Penalty: 3389.660156
	Iteration 32Q: 3 clusters Score -3616406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3616405.750000 Penalty: 3389.660156
	Iteration 33F: 3 clusters Score -3616406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -254660.390625 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -254660.4 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 1222 members 
Entering Unmasked Estep 
Score: -252256.203125 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -252256.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252880.671875 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -252880.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -253040.218750 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -253040.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253135.890625 Penalty: 2536.381592
	Iteration 3F: 3 clusters Score -253135.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -253224.781250 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -253224.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -253289.093750 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -253289.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -253342.875000 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -253342.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -253399.765625 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -253399.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -253461.484375 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -253461.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -253526.125000 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -253526.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -253611.875000 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -253611.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -253681.750000 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -253681.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -253756.437500 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -253756.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -253816.718750 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -253816.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -253863.437500 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -253863.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -253918.171875 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -253918.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -253959.187500 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -253959.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -253990.171875 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -253990.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -254009.687500 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -254009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -254029.000000 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -254029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -254043.984375 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -254044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -254061.968750 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -254062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -254076.281250 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -254076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -254078.937500 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -254078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -254081.453125 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -254081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -254081.765625 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -254081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -254083.640625 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -254083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -254085.187500 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -254085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -254089.234375 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -254089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -254090.234375 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -254090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -254090.234375 Penalty: 2536.381592
	Iteration 30F: 3 clusters Score -254090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Entering Unmasked Estep 
Score: -4941082.500000 Penalty: 1745.640015
	Iteration 0F: 2 clusters Score -4941082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4910198.500000 Penalty: 3491.280029
	Iteration 0F: 3 clusters Score -4910198 nChanged 21573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4922123.000000 Penalty: 3491.280029
	Iteration 1F: 3 clusters Score -4922123 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4922561.000000 Penalty: 3491.280029
	Iteration 2Q: 3 clusters Score -4922561 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4923029.500000 Penalty: 3491.280029
	Iteration 3Q: 3 clusters Score -4923030 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4923640.000000 Penalty: 3491.280029
	Iteration 4Q: 3 clusters Score -4923640 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4924439.500000 Penalty: 3491.280029
	Iteration 5Q: 3 clusters Score -4924440 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4925709.000000 Penalty: 3491.280029
	Iteration 6F: 3 clusters Score -4925709 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4927805.000000 Penalty: 3491.280029
	Iteration 7F: 3 clusters Score -4927805 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4930549.000000 Penalty: 3491.280029
	Iteration 8F: 3 clusters Score -4930549 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4933608.500000 Penalty: 3491.280029
	Iteration 9F: 3 clusters Score -4933608 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -4936259.000000 Penalty: 3491.280029
	Iteration 10F: 3 clusters Score -4936259 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -4937874.500000 Penalty: 3491.280029
	Iteration 11Q: 3 clusters Score -4937874 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -4938684.500000 Penalty: 3491.280029
	Iteration 12Q: 3 clusters Score -4938684 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -4939091.000000 Penalty: 3491.280029
	Iteration 13Q: 3 clusters Score -4939091 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -4939278.000000 Penalty: 3491.280029
	Iteration 14Q: 3 clusters Score -4939278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -4939371.500000 Penalty: 3491.280029
	Iteration 15Q: 3 clusters Score -4939372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -4939456.000000 Penalty: 3491.280029
	Iteration 16Q: 3 clusters Score -4939456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -4939497.500000 Penalty: 3491.280029
	Iteration 17Q: 3 clusters Score -4939498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -4939517.000000 Penalty: 3491.280029
	Iteration 18Q: 3 clusters Score -4939517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -4939528.500000 Penalty: 3491.280029
	Iteration 19Q: 3 clusters Score -4939528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -4939542.000000 Penalty: 3491.280029
	Iteration 20F: 3 clusters Score -4939542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -4939553.000000 Penalty: 3491.280029
	Iteration 21Q: 3 clusters Score -4939553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -4939563.500000 Penalty: 3491.280029
	Iteration 22Q: 3 clusters Score -4939564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -4939564.000000 Penalty: 3491.280029
	Iteration 23Q: 3 clusters Score -4939564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -4939572.500000 Penalty: 3491.280029
	Iteration 24Q: 3 clusters Score -4939572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -4939583.000000 Penalty: 3491.280029
	Iteration 25Q: 3 clusters Score -4939583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4939589.000000 Penalty: 3491.280029
	Iteration 26Q: 3 clusters Score -4939589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -4939596.500000 Penalty: 3491.280029
	Iteration 27Q: 3 clusters Score -4939596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -4939600.000000 Penalty: 3491.280029
	Iteration 28Q: 3 clusters Score -4939600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4939601.000000 Penalty: 3491.280029
	Iteration 29Q: 3 clusters Score -4939601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4939601.000000 Penalty: 3491.280029
	Iteration 30F: 3 clusters Score -4939601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Entering Unmasked Estep 
Score: -3658184.500000 Penalty: 1696.644043
	Iteration 0F: 2 clusters Score -3658184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3635166.250000 Penalty: 3393.288086
	Iteration 0F: 3 clusters Score -3635166 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3643779.750000 Penalty: 3393.288086
	Iteration 1F: 3 clusters Score -3643780 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3644132.500000 Penalty: 3393.288086
	Iteration 2Q: 3 clusters Score -3644132 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3644474.000000 Penalty: 3393.288086
	Iteration 3Q: 3 clusters Score -3644474 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3644840.250000 Penalty: 3393.288086
	Iteration 4Q: 3 clusters Score -3644840 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3645307.500000 Penalty: 3393.288086
	Iteration 5Q: 3 clusters Score -3645308 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3646045.750000 Penalty: 3393.288086
	Iteration 6Q: 3 clusters Score -3646046 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3647144.000000 Penalty: 3393.288086
	Iteration 7F: 3 clusters Score -3647144 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3648833.000000 Penalty: 3393.288086
	Iteration 8F: 3 clusters Score -3648833 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3651014.750000 Penalty: 3393.288086
	Iteration 9F: 3 clusters Score -3651015 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3653194.500000 Penalty: 3393.288086
	Iteration 10F: 3 clusters Score -3653194 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3654773.250000 Penalty: 3393.288086
	Iteration 11Q: 3 clusters Score -3654773 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3655647.000000 Penalty: 3393.288086
	Iteration 12Q: 3 clusters Score -3655647 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3656094.500000 Penalty: 3393.288086
	Iteration 13Q: 3 clusters Score -3656094 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3656340.500000 Penalty: 3393.288086
	Iteration 14Q: 3 clusters Score -3656340 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3656482.250000 Penalty: 3393.288086
	Iteration 15Q: 3 clusters Score -3656482 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3656574.250000 Penalty: 3393.288086
	Iteration 16Q: 3 clusters Score -3656574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3656641.250000 Penalty: 3393.288086
	Iteration 17Q: 3 clusters Score -3656641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3656698.500000 Penalty: 3393.288086
	Iteration 18Q: 3 clusters Score -3656698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3656740.750000 Penalty: 3393.288086
	Iteration 19Q: 3 clusters Score -3656741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3656776.000000 Penalty: 3393.288086
	Iteration 20F: 3 clusters Score -3656776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3656796.750000 Penalty: 3393.288086
	Iteration 21Q: 3 clusters Score -3656797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3656823.250000 Penalty: 3393.288086
	Iteration 22Q: 3 clusters Score -3656823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3656835.750000 Penalty: 3393.288086
	Iteration 23Q: 3 clusters Score -3656836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3656864.000000 Penalty: 3393.288086
	Iteration 24Q: 3 clusters Score -3656864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3656869.500000 Penalty: 3393.288086
	Iteration 25Q: 3 clusters Score -3656870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3656886.250000 Penalty: 3393.288086
	Iteration 26Q: 3 clusters Score -3656886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3656890.750000 Penalty: 3393.288086
	Iteration 27Q: 3 clusters Score -3656891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3656895.750000 Penalty: 3393.288086
	Iteration 28Q: 3 clusters Score -3656896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3656900.250000 Penalty: 3393.288086
	Iteration 29Q: 3 clusters Score -3656900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3656900.250000 Penalty: 3393.288086
	Iteration 30Q: 3 clusters Score -3656900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3656900.500000 Penalty: 3393.288086
	Iteration 31Q: 3 clusters Score -3656900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3656902.750000 Penalty: 3393.288086
	Iteration 32Q: 3 clusters Score -3656903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3656903.750000 Penalty: 3393.288086
	Iteration 33Q: 3 clusters Score -3656904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3656908.000000 Penalty: 3393.288086
	Iteration 34Q: 3 clusters Score -3656908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3656912.250000 Penalty: 3393.288086
	Iteration 35Q: 3 clusters Score -3656912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3656916.250000 Penalty: 3393.288086
	Iteration 36Q: 3 clusters Score -3656916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3656914.250000 Penalty: 3393.288086
	Iteration 37Q: 3 clusters Score -3656914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3656915.500000 Penalty: 3393.288086
	Iteration 38Q: 3 clusters Score -3656916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3656919.500000 Penalty: 3393.288086
	Iteration 39Q: 3 clusters Score -3656920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3656917.000000 Penalty: 3393.288086
	Iteration 40F: 3 clusters Score -3656917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3656913.250000 Penalty: 3393.288086
	Iteration 41Q: 3 clusters Score -3656913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3656914.000000 Penalty: 3393.288086
	Iteration 42Q: 3 clusters Score -3656914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3656915.000000 Penalty: 3393.288086
	Iteration 43Q: 3 clusters Score -3656915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3656915.250000 Penalty: 3393.288086
	Iteration 44Q: 3 clusters Score -3656915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3656914.750000 Penalty: 3393.288086
	Iteration 45Q: 3 clusters Score -3656915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3656914.750000 Penalty: 3393.288086
	Iteration 46F: 3 clusters Score -3656915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Entering Unmasked Estep 
Score: -5159655.000000 Penalty: 1753.749390
	Iteration 0F: 2 clusters Score -5159655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5127215.500000 Penalty: 3507.498779
	Iteration 0F: 3 clusters Score -5127216 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5140597.500000 Penalty: 3507.498779
	Iteration 1F: 3 clusters Score -5140598 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5142281.500000 Penalty: 3507.498779
	Iteration 2F: 3 clusters Score -5142282 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5144858.000000 Penalty: 3507.498779
	Iteration 3F: 3 clusters Score -5144858 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -5148329.500000 Penalty: 3507.498779
	Iteration 4F: 3 clusters Score -5148330 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5151890.000000 Penalty: 3507.498779
	Iteration 5F: 3 clusters Score -5151890 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5154838.500000 Penalty: 3507.498779
	Iteration 6F: 3 clusters Score -5154838 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5156697.500000 Penalty: 3507.498779
	Iteration 7F: 3 clusters Score -5156698 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5157799.000000 Penalty: 3507.498779
	Iteration 8Q: 3 clusters Score -5157799 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5158425.500000 Penalty: 3507.498779
	Iteration 9Q: 3 clusters Score -5158426 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5158830.000000 Penalty: 3507.498779
	Iteration 10Q: 3 clusters Score -5158830 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5159059.500000 Penalty: 3507.498779
	Iteration 11Q: 3 clusters Score -5159060 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5159248.000000 Penalty: 3507.498779
	Iteration 12Q: 3 clusters Score -5159248 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -5159399.000000 Penalty: 3507.498779
	Iteration 13Q: 3 clusters Score -5159399 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5159537.500000 Penalty: 3507.498779
	Iteration 14Q: 3 clusters Score -5159538 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5159601.000000 Penalty: 3507.498779
	Iteration 15Q: 3 clusters Score -5159601 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5159666.500000 Penalty: 3507.498779
	Iteration 16Q: 3 clusters Score -5159666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5159735.000000 Penalty: 3507.498779
	Iteration 17Q: 3 clusters Score -5159735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5159766.000000 Penalty: 3507.498779
	Iteration 18Q: 3 clusters Score -5159766 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -5159818.000000 Penalty: 3507.498779
	Iteration 19Q: 3 clusters Score -5159818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -5159870.000000 Penalty: 3507.498779
	Iteration 20F: 3 clusters Score -5159870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5159919.000000 Penalty: 3507.498779
	Iteration 21Q: 3 clusters Score -5159919 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5159925.000000 Penalty: 3507.498779
	Iteration 22Q: 3 clusters Score -5159925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5159938.000000 Penalty: 3507.498779
	Iteration 23Q: 3 clusters Score -5159938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5159949.000000 Penalty: 3507.498779
	Iteration 24Q: 3 clusters Score -5159949 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -5159971.500000 Penalty: 3507.498779
	Iteration 25Q: 3 clusters Score -5159972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5159988.000000 Penalty: 3507.498779
	Iteration 26Q: 3 clusters Score -5159988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5159999.500000 Penalty: 3507.498779
	Iteration 27Q: 3 clusters Score -5160000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -5160012.500000 Penalty: 3507.498779
	Iteration 28Q: 3 clusters Score -5160012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5160015.000000 Penalty: 3507.498779
	Iteration 29Q: 3 clusters Score -5160015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5160020.500000 Penalty: 3507.498779
	Iteration 30Q: 3 clusters Score -5160020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5160022.500000 Penalty: 3507.498779
	Iteration 31Q: 3 clusters Score -5160022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -5160022.500000 Penalty: 3507.498779
	Iteration 32Q: 3 clusters Score -5160022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5160046.500000 Penalty: 3507.498779
	Iteration 33Q: 3 clusters Score -5160046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5160054.000000 Penalty: 3507.498779
	Iteration 34Q: 3 clusters Score -5160054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5160049.000000 Penalty: 3507.498779
	Iteration 35Q: 3 clusters Score -5160049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5160063.500000 Penalty: 3507.498779
	Iteration 36Q: 3 clusters Score -5160064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5160055.000000 Penalty: 3507.498779
	Iteration 37Q: 3 clusters Score -5160055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5160059.000000 Penalty: 3507.498779
	Iteration 38Q: 3 clusters Score -5160059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5160067.500000 Penalty: 3507.498779
	Iteration 39Q: 3 clusters Score -5160068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5160070.000000 Penalty: 3507.498779
	Iteration 40F: 3 clusters Score -5160070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -5160071.000000 Penalty: 3507.498779
	Iteration 41Q: 3 clusters Score -5160071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5160066.500000 Penalty: 3507.498779
	Iteration 42Q: 3 clusters Score -5160066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5160072.000000 Penalty: 3507.498779
	Iteration 43Q: 3 clusters Score -5160072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5160075.500000 Penalty: 3507.498779
	Iteration 44Q: 3 clusters Score -5160076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -5160075.000000 Penalty: 3507.498779
	Iteration 45Q: 3 clusters Score -5160075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -5160074.500000 Penalty: 3507.498779
	Iteration 46Q: 3 clusters Score -5160074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5160077.000000 Penalty: 3507.498779
	Iteration 47Q: 3 clusters Score -5160077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -5160075.500000 Penalty: 3507.498779
	Iteration 48Q: 3 clusters Score -5160076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -5160073.000000 Penalty: 3507.498779
	Iteration 49Q: 3 clusters Score -5160073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5160076.000000 Penalty: 3507.498779
	Iteration 50Q: 3 clusters Score -5160076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -5160074.500000 Penalty: 3507.498779
	Iteration 51Q: 3 clusters Score -5160074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5160081.000000 Penalty: 3507.498779
	Iteration 52Q: 3 clusters Score -5160081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5160081.500000 Penalty: 3507.498779
	Iteration 53Q: 3 clusters Score -5160082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5160082.500000 Penalty: 3507.498779
	Iteration 54Q: 3 clusters Score -5160082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5160082.500000 Penalty: 3507.498779
	Iteration 55Q: 3 clusters Score -5160082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -5160074.500000 Penalty: 3507.498779
	Iteration 56Q: 3 clusters Score -5160074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5160081.000000 Penalty: 3507.498779
	Iteration 57Q: 3 clusters Score -5160081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5160085.500000 Penalty: 3507.498779
	Iteration 58Q: 3 clusters Score -5160086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5160082.500000 Penalty: 3507.498779
	Iteration 59Q: 3 clusters Score -5160082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5160080.000000 Penalty: 3507.498779
	Iteration 60F: 3 clusters Score -5160080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5160080.000000 Penalty: 3507.498779
	Iteration 61Q: 3 clusters Score -5160080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -5160086.000000 Penalty: 3507.498779
	Iteration 62Q: 3 clusters Score -5160086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5160084.500000 Penalty: 3507.498779
	Iteration 63Q: 3 clusters Score -5160084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5160087.000000 Penalty: 3507.498779
	Iteration 64Q: 3 clusters Score -5160087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5160085.000000 Penalty: 3507.498779
	Iteration 65Q: 3 clusters Score -5160085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5160085.000000 Penalty: 3507.498779
	Iteration 66F: 3 clusters Score -5160085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250924 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 32516 members 
Mstep: Class 10 contains 45910 members 
Mstep: Class 11 contains 27049 members 
Mstep: Class 13 contains 33851 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 22 contains 15210 members 
Mstep: Class 23 contains 63990 members 
Entering Unmasked Estep 
Score: -70202376.000000 Penalty: 41459.531250
Splitting cluster 19 changes total score from -70199360.000000 to -70202376.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (49942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Entering Unmasked Estep 
Score: -5353898.500000 Penalty: 1758.025391
	Iteration 0F: 2 clusters Score -5353898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5320571.500000 Penalty: 3516.050781
	Iteration 0F: 3 clusters Score -5320572 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5334011.000000 Penalty: 3516.050781
	Iteration 1F: 3 clusters Score -5334011 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5335034.500000 Penalty: 3516.050781
	Iteration 2Q: 3 clusters Score -5335034 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -5336729.000000 Penalty: 3516.050781
	Iteration 3F: 3 clusters Score -5336729 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5339312.000000 Penalty: 3516.050781
	Iteration 4F: 3 clusters Score -5339312 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5342665.000000 Penalty: 3516.050781
	Iteration 5F: 3 clusters Score -5342665 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -5346058.500000 Penalty: 3516.050781
	Iteration 6F: 3 clusters Score -5346058 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5348557.500000 Penalty: 3516.050781
	Iteration 7F: 3 clusters Score -5348558 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5350061.500000 Penalty: 3516.050781
	Iteration 8Q: 3 clusters Score -5350062 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -5350942.500000 Penalty: 3516.050781
	Iteration 9Q: 3 clusters Score -5350942 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5351441.500000 Penalty: 3516.050781
	Iteration 10Q: 3 clusters Score -5351442 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5351814.500000 Penalty: 3516.050781
	Iteration 11Q: 3 clusters Score -5351814 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5352127.000000 Penalty: 3516.050781
	Iteration 12Q: 3 clusters Score -5352127 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5352395.000000 Penalty: 3516.050781
	Iteration 13Q: 3 clusters Score -5352395 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5352559.000000 Penalty: 3516.050781
	Iteration 14Q: 3 clusters Score -5352559 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5352735.000000 Penalty: 3516.050781
	Iteration 15Q: 3 clusters Score -5352735 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5352858.000000 Penalty: 3516.050781
	Iteration 16Q: 3 clusters Score -5352858 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5352949.500000 Penalty: 3516.050781
	Iteration 17Q: 3 clusters Score -5352950 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5353022.000000 Penalty: 3516.050781
	Iteration 18Q: 3 clusters Score -5353022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5353053.500000 Penalty: 3516.050781
	Iteration 19Q: 3 clusters Score -5353054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5353082.500000 Penalty: 3516.050781
	Iteration 20F: 3 clusters Score -5353082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5353146.000000 Penalty: 3516.050781
	Iteration 21Q: 3 clusters Score -5353146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5353171.000000 Penalty: 3516.050781
	Iteration 22Q: 3 clusters Score -5353171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5353194.500000 Penalty: 3516.050781
	Iteration 23Q: 3 clusters Score -5353194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5353229.500000 Penalty: 3516.050781
	Iteration 24Q: 3 clusters Score -5353230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5353248.500000 Penalty: 3516.050781
	Iteration 25Q: 3 clusters Score -5353248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5353267.500000 Penalty: 3516.050781
	Iteration 26Q: 3 clusters Score -5353268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5353274.000000 Penalty: 3516.050781
	Iteration 27Q: 3 clusters Score -5353274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5353290.500000 Penalty: 3516.050781
	Iteration 28Q: 3 clusters Score -5353290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5353289.500000 Penalty: 3516.050781
	Iteration 29Q: 3 clusters Score -5353290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5353295.500000 Penalty: 3516.050781
	Iteration 30Q: 3 clusters Score -5353296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5353295.500000 Penalty: 3516.050781
	Iteration 31Q: 3 clusters Score -5353296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5353299.000000 Penalty: 3516.050781
	Iteration 32Q: 3 clusters Score -5353299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5353297.500000 Penalty: 3516.050781
	Iteration 33Q: 3 clusters Score -5353298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5353295.000000 Penalty: 3516.050781
	Iteration 34Q: 3 clusters Score -5353295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5353289.500000 Penalty: 3516.050781
	Iteration 35Q: 3 clusters Score -5353290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5353290.500000 Penalty: 3516.050781
	Iteration 36Q: 3 clusters Score -5353290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5353287.500000 Penalty: 3516.050781
	Iteration 37Q: 3 clusters Score -5353288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5353289.000000 Penalty: 3516.050781
	Iteration 38Q: 3 clusters Score -5353289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5353295.000000 Penalty: 3516.050781
	Iteration 39Q: 3 clusters Score -5353295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5353290.500000 Penalty: 3516.050781
	Iteration 40F: 3 clusters Score -5353290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5353296.000000 Penalty: 3516.050781
	Iteration 41Q: 3 clusters Score -5353296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5353295.000000 Penalty: 3516.050781
	Iteration 42Q: 3 clusters Score -5353295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5353293.000000 Penalty: 3516.050781
	Iteration 43Q: 3 clusters Score -5353293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5353293.000000 Penalty: 3516.050781
	Iteration 44F: 3 clusters Score -5353293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Entering Unmasked Estep 
Score: -1630736.375000 Penalty: 1564.827637
	Iteration 0F: 2 clusters Score -1630736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1620154.750000 Penalty: 3129.655273
	Iteration 0F: 3 clusters Score -1620155 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1623715.750000 Penalty: 3129.655273
	Iteration 1F: 3 clusters Score -1623716 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1623979.000000 Penalty: 3129.655273
	Iteration 2F: 3 clusters Score -1623979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1624203.750000 Penalty: 3129.655273
	Iteration 3Q: 3 clusters Score -1624204 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1624402.500000 Penalty: 3129.655273
	Iteration 4Q: 3 clusters Score -1624402 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1624651.375000 Penalty: 3129.655273
	Iteration 5Q: 3 clusters Score -1624651 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1624977.750000 Penalty: 3129.655273
	Iteration 6Q: 3 clusters Score -1624978 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1625487.375000 Penalty: 3129.655273
	Iteration 7F: 3 clusters Score -1625487 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1626229.125000 Penalty: 3129.655273
	Iteration 8F: 3 clusters Score -1626229 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1627182.250000 Penalty: 3129.655273
	Iteration 9F: 3 clusters Score -1627182 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1628137.875000 Penalty: 3129.655273
	Iteration 10F: 3 clusters Score -1628138 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1628782.375000 Penalty: 3129.655273
	Iteration 11Q: 3 clusters Score -1628782 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1629098.875000 Penalty: 3129.655273
	Iteration 12Q: 3 clusters Score -1629099 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1629263.375000 Penalty: 3129.655273
	Iteration 13Q: 3 clusters Score -1629263 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1629337.375000 Penalty: 3129.655273
	Iteration 14Q: 3 clusters Score -1629337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1629385.375000 Penalty: 3129.655273
	Iteration 15Q: 3 clusters Score -1629385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1629409.500000 Penalty: 3129.655273
	Iteration 16Q: 3 clusters Score -1629410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1629418.000000 Penalty: 3129.655273
	Iteration 17Q: 3 clusters Score -1629418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1629432.250000 Penalty: 3129.655273
	Iteration 18Q: 3 clusters Score -1629432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1629451.750000 Penalty: 3129.655273
	Iteration 19Q: 3 clusters Score -1629452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1629464.875000 Penalty: 3129.655273
	Iteration 20F: 3 clusters Score -1629465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1629473.500000 Penalty: 3129.655273
	Iteration 21Q: 3 clusters Score -1629474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1629480.250000 Penalty: 3129.655273
	Iteration 22Q: 3 clusters Score -1629480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1629481.125000 Penalty: 3129.655273
	Iteration 23Q: 3 clusters Score -1629481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1629482.875000 Penalty: 3129.655273
	Iteration 24Q: 3 clusters Score -1629483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1629483.500000 Penalty: 3129.655273
	Iteration 25Q: 3 clusters Score -1629484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1629488.125000 Penalty: 3129.655273
	Iteration 26Q: 3 clusters Score -1629488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1629491.375000 Penalty: 3129.655273
	Iteration 27Q: 3 clusters Score -1629491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1629493.000000 Penalty: 3129.655273
	Iteration 28Q: 3 clusters Score -1629493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1629495.000000 Penalty: 3129.655273
	Iteration 29Q: 3 clusters Score -1629495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1629495.000000 Penalty: 3129.655273
	Iteration 30F: 3 clusters Score -1629495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Entering Unmasked Estep 
Score: -6839543.000000 Penalty: 1798.303467
	Iteration 0F: 2 clusters Score -6839543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -6796625.500000 Penalty: 3596.606934
	Iteration 0F: 3 clusters Score -6796626 nChanged 30312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6814341.500000 Penalty: 3596.606934
	Iteration 1F: 3 clusters Score -6814342 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -6815334.500000 Penalty: 3596.606934
	Iteration 2Q: 3 clusters Score -6815334 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -6816987.500000 Penalty: 3596.606934
	Iteration 3F: 3 clusters Score -6816988 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6820088.500000 Penalty: 3596.606934
	Iteration 4F: 3 clusters Score -6820088 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6825004.500000 Penalty: 3596.606934
	Iteration 5F: 3 clusters Score -6825004 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -6830941.500000 Penalty: 3596.606934
	Iteration 6F: 3 clusters Score -6830942 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -6835327.000000 Penalty: 3596.606934
	Iteration 7F: 3 clusters Score -6835327 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -6837357.000000 Penalty: 3596.606934
	Iteration 8Q: 3 clusters Score -6837357 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -6838072.500000 Penalty: 3596.606934
	Iteration 9Q: 3 clusters Score -6838072 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -6838423.500000 Penalty: 3596.606934
	Iteration 10Q: 3 clusters Score -6838424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -6838584.500000 Penalty: 3596.606934
	Iteration 11Q: 3 clusters Score -6838584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -6838684.500000 Penalty: 3596.606934
	Iteration 12Q: 3 clusters Score -6838684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -6838706.000000 Penalty: 3596.606934
	Iteration 13Q: 3 clusters Score -6838706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6838716.500000 Penalty: 3596.606934
	Iteration 14Q: 3 clusters Score -6838716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -6838729.500000 Penalty: 3596.606934
	Iteration 15Q: 3 clusters Score -6838730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -6838729.500000 Penalty: 3596.606934
	Iteration 16Q: 3 clusters Score -6838730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6838731.500000 Penalty: 3596.606934
	Iteration 17Q: 3 clusters Score -6838732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -6838736.000000 Penalty: 3596.606934
	Iteration 18Q: 3 clusters Score -6838736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -6838736.000000 Penalty: 3596.606934
	Iteration 19F: 3 clusters Score -6838736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250924 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 11 contains 27049 members 
Mstep: Class 13 contains 33851 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 22 contains 15210 members 
Mstep: Class 23 contains 63990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70203488.000000 Penalty: 41459.531250
Iteration 39Q: 20 clusters Score -7.020349e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 250883 members 
Mstep: Class 2 contains 21234 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 39038 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 32125 members 
Mstep: Class 10 contains 45662 members 
Mstep: Class 11 contains 27090 members 
Mstep: Class 13 contains 33975 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 46312 members 
Mstep: Class 18 contains 34118 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 49938 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 64037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204768.000000 Penalty: 41459.531250
Iteration 40F: 20 clusters Score -7.020477e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 249722 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 39099 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 32849 members 
Mstep: Class 10 contains 45536 members 
Mstep: Class 11 contains 27135 members 
Mstep: Class 13 contains 34094 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 46350 members 
Mstep: Class 18 contains 33981 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 49923 members 
Mstep: Class 22 contains 15570 members 
Mstep: Class 23 contains 64054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205832.000000 Penalty: 41459.531250
Iteration 41Q: 20 clusters Score -7.020583e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 248931 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 39111 members 
Mstep: Class 5 contains 945 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 33288 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 27164 members 
Mstep: Class 13 contains 34207 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 33839 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 49911 members 
Mstep: Class 22 contains 15785 members 
Mstep: Class 23 contains 64030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70206608.000000 Penalty: 41459.531250
Iteration 42Q: 20 clusters Score -7.020661e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 248352 members 
Mstep: Class 2 contains 21296 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 39109 members 
Mstep: Class 5 contains 935 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 33584 members 
Mstep: Class 10 contains 45486 members 
Mstep: Class 11 contains 27192 members 
Mstep: Class 13 contains 34296 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 46388 members 
Mstep: Class 18 contains 33717 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 49904 members 
Mstep: Class 22 contains 15962 members 
Mstep: Class 23 contains 63983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207088.000000 Penalty: 41459.531250
Iteration 43Q: 20 clusters Score -7.020709e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 247891 members 
Mstep: Class 2 contains 21317 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 39122 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 33821 members 
Mstep: Class 10 contains 45487 members 
Mstep: Class 11 contains 27211 members 
Mstep: Class 13 contains 34392 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 46394 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 49902 members 
Mstep: Class 22 contains 16102 members 
Mstep: Class 23 contains 63941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207296.000000 Penalty: 41459.531250
Iteration 44Q: 20 clusters Score -7.02073e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 247514 members 
Mstep: Class 2 contains 21337 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 39116 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 33991 members 
Mstep: Class 10 contains 45501 members 
Mstep: Class 11 contains 27226 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 46413 members 
Mstep: Class 18 contains 33493 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 16253 members 
Mstep: Class 23 contains 63891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207600.000000 Penalty: 41459.531250
Iteration 45Q: 20 clusters Score -7.02076e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 247217 members 
Mstep: Class 2 contains 21364 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 34138 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 27232 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 46430 members 
Mstep: Class 18 contains 33391 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 49893 members 
Mstep: Class 22 contains 16383 members 
Mstep: Class 23 contains 63847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207776.000000 Penalty: 41459.531250
Iteration 46Q: 20 clusters Score -7.020778e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 246949 members 
Mstep: Class 2 contains 21388 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 39108 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 7417 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 34257 members 
Mstep: Class 10 contains 45509 members 
Mstep: Class 11 contains 27239 members 
Mstep: Class 13 contains 34601 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46429 members 
Mstep: Class 18 contains 33314 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 49888 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 63815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70207824.000000 Penalty: 41459.531250
Iteration 47Q: 20 clusters Score -7.020782e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 246680 members 
Mstep: Class 2 contains 21398 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 39102 members 
Mstep: Class 5 contains 927 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 7423 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 34355 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27245 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 46436 members 
Mstep: Class 18 contains 33243 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 49887 members 
Mstep: Class 22 contains 16621 members 
Mstep: Class 23 contains 63803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208072.000000 Penalty: 41459.531250
Iteration 48Q: 20 clusters Score -7.020807e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 246451 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 2515 members 
Mstep: Class 4 contains 39091 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 7426 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 34462 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27244 members 
Mstep: Class 13 contains 34723 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46455 members 
Mstep: Class 18 contains 33178 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 49884 members 
Mstep: Class 22 contains 16713 members 
Mstep: Class 23 contains 63789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208208.000000 Penalty: 41459.531250
Iteration 49Q: 20 clusters Score -7.020821e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 246253 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 39080 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 7429 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 34537 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27242 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46480 members 
Mstep: Class 18 contains 33126 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 49884 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 63778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208208.000000 Penalty: 41459.531250
Iteration 50Q: 20 clusters Score -7.020821e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 246101 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 39073 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 34590 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27244 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46489 members 
Mstep: Class 18 contains 33071 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 49886 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 63764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208288.000000 Penalty: 41459.531250
Iteration 51Q: 20 clusters Score -7.020829e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245949 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 39062 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 34633 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27241 members 
Mstep: Class 13 contains 34885 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46494 members 
Mstep: Class 18 contains 33037 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 49883 members 
Mstep: Class 22 contains 16957 members 
Mstep: Class 23 contains 63764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208424.000000 Penalty: 41459.531250
Iteration 52Q: 20 clusters Score -7.020842e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245779 members 
Mstep: Class 2 contains 21424 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 39052 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 7435 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 34679 members 
Mstep: Class 10 contains 45517 members 
Mstep: Class 11 contains 27235 members 
Mstep: Class 13 contains 34936 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 46508 members 
Mstep: Class 18 contains 33014 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 49884 members 
Mstep: Class 22 contains 17023 members 
Mstep: Class 23 contains 63761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208584.000000 Penalty: 41459.531250
Iteration 53Q: 20 clusters Score -7.020858e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245603 members 
Mstep: Class 2 contains 21443 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 39044 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 7438 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 34729 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 27239 members 
Mstep: Class 13 contains 34977 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 46519 members 
Mstep: Class 18 contains 32987 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 49880 members 
Mstep: Class 22 contains 17088 members 
Mstep: Class 23 contains 63759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208704.000000 Penalty: 41459.531250
Iteration 54Q: 20 clusters Score -7.02087e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245412 members 
Mstep: Class 2 contains 21455 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 39041 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 34786 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 27243 members 
Mstep: Class 13 contains 35026 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 46526 members 
Mstep: Class 18 contains 32967 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 49886 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 63749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208816.000000 Penalty: 41459.531250
Iteration 55Q: 20 clusters Score -7.020882e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245265 members 
Mstep: Class 2 contains 21469 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 39035 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 34827 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27241 members 
Mstep: Class 13 contains 35067 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 18 contains 32949 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 49893 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 63737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208976.000000 Penalty: 41459.531250
Iteration 56Q: 20 clusters Score -7.020898e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245166 members 
Mstep: Class 2 contains 21479 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 39026 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 7451 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 34857 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27237 members 
Mstep: Class 13 contains 35111 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 46539 members 
Mstep: Class 18 contains 32927 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 49895 members 
Mstep: Class 22 contains 17252 members 
Mstep: Class 23 contains 63732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208944.000000 Penalty: 41459.531250
Iteration 57Q: 20 clusters Score -7.020894e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 245057 members 
Mstep: Class 2 contains 21489 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 39014 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 7461 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 34874 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 27236 members 
Mstep: Class 13 contains 35167 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 46539 members 
Mstep: Class 18 contains 32911 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 49893 members 
Mstep: Class 22 contains 17286 members 
Mstep: Class 23 contains 63729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209064.000000 Penalty: 41459.531250
Iteration 58Q: 20 clusters Score -7.020906e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 244950 members 
Mstep: Class 2 contains 21500 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 39000 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 7463 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 34896 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27242 members 
Mstep: Class 13 contains 35220 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 46548 members 
Mstep: Class 18 contains 32900 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 49891 members 
Mstep: Class 22 contains 17320 members 
Mstep: Class 23 contains 63724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209000.000000 Penalty: 41459.531250
Iteration 59Q: 20 clusters Score -7.0209e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 244849 members 
Mstep: Class 2 contains 21511 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 38984 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 34916 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 27249 members 
Mstep: Class 13 contains 35270 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 46552 members 
Mstep: Class 18 contains 32897 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 49891 members 
Mstep: Class 22 contains 17346 members 
Mstep: Class 23 contains 63719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209072.000000 Penalty: 41459.531250
Iteration 60F: 20 clusters Score -7.020907e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244780 members 
Mstep: Class 2 contains 21520 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 38970 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 7469 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 34925 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 27249 members 
Mstep: Class 13 contains 35307 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46561 members 
Mstep: Class 18 contains 32884 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 49890 members 
Mstep: Class 22 contains 17371 members 
Mstep: Class 23 contains 63716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209232.000000 Penalty: 41459.531250
Iteration 61Q: 20 clusters Score -7.020923e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244701 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 38956 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 34937 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 27253 members 
Mstep: Class 13 contains 35352 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46568 members 
Mstep: Class 18 contains 32868 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 49892 members 
Mstep: Class 22 contains 17396 members 
Mstep: Class 23 contains 63713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209280.000000 Penalty: 41459.531250
Iteration 62Q: 20 clusters Score -7.020928e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244621 members 
Mstep: Class 2 contains 21544 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 38948 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 34945 members 
Mstep: Class 10 contains 45523 members 
Mstep: Class 11 contains 27254 members 
Mstep: Class 13 contains 35385 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46578 members 
Mstep: Class 18 contains 32855 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 49896 members 
Mstep: Class 22 contains 17427 members 
Mstep: Class 23 contains 63705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209296.000000 Penalty: 41459.531250
Iteration 63Q: 20 clusters Score -7.02093e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244545 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 38943 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 34956 members 
Mstep: Class 10 contains 45523 members 
Mstep: Class 11 contains 27260 members 
Mstep: Class 13 contains 35420 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46587 members 
Mstep: Class 18 contains 32840 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17453 members 
Mstep: Class 23 contains 63699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209328.000000 Penalty: 41459.531250
Iteration 64Q: 20 clusters Score -7.020933e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244470 members 
Mstep: Class 2 contains 21564 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 38943 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7469 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 34975 members 
Mstep: Class 10 contains 45526 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35450 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46598 members 
Mstep: Class 18 contains 32825 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17474 members 
Mstep: Class 23 contains 63694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209224.000000 Penalty: 41459.531250
Iteration 65Q: 20 clusters Score -7.020922e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244416 members 
Mstep: Class 2 contains 21573 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38937 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 34986 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 27265 members 
Mstep: Class 13 contains 35474 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46615 members 
Mstep: Class 18 contains 32810 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 63688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209256.000000 Penalty: 41459.531250
Iteration 66Q: 20 clusters Score -7.020926e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244381 members 
Mstep: Class 2 contains 21574 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38935 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 34990 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 27269 members 
Mstep: Class 13 contains 35490 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46624 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 63685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209240.000000 Penalty: 41459.531250
Iteration 67Q: 20 clusters Score -7.020924e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244343 members 
Mstep: Class 2 contains 21575 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38936 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 34993 members 
Mstep: Class 10 contains 45518 members 
Mstep: Class 11 contains 27273 members 
Mstep: Class 13 contains 35505 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 46628 members 
Mstep: Class 18 contains 32791 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17534 members 
Mstep: Class 23 contains 63679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209272.000000 Penalty: 41459.531250
Iteration 68Q: 20 clusters Score -7.020927e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244291 members 
Mstep: Class 2 contains 21583 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38932 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 35003 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 27277 members 
Mstep: Class 13 contains 35523 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 46635 members 
Mstep: Class 18 contains 32782 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17557 members 
Mstep: Class 23 contains 63671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209280.000000 Penalty: 41459.531250
Iteration 69Q: 20 clusters Score -7.020928e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244237 members 
Mstep: Class 2 contains 21589 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38932 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 35016 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 27278 members 
Mstep: Class 13 contains 35540 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 46640 members 
Mstep: Class 18 contains 32774 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17584 members 
Mstep: Class 23 contains 63664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209336.000000 Penalty: 41459.531250
Iteration 70Q: 20 clusters Score -7.020934e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244184 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38930 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 35027 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 27279 members 
Mstep: Class 13 contains 35551 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 46642 members 
Mstep: Class 18 contains 32767 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49896 members 
Mstep: Class 22 contains 17621 members 
Mstep: Class 23 contains 63658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209376.000000 Penalty: 41459.531250
Iteration 71Q: 20 clusters Score -7.020938e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244133 members 
Mstep: Class 2 contains 21599 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 35036 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 27282 members 
Mstep: Class 13 contains 35563 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 46643 members 
Mstep: Class 18 contains 32764 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49896 members 
Mstep: Class 22 contains 17653 members 
Mstep: Class 23 contains 63655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209384.000000 Penalty: 41459.531250
Iteration 72Q: 20 clusters Score -7.020938e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244088 members 
Mstep: Class 2 contains 21601 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38921 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 35040 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27283 members 
Mstep: Class 13 contains 35577 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 46646 members 
Mstep: Class 18 contains 32757 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17686 members 
Mstep: Class 23 contains 63650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 73Q: 20 clusters Score -7.020941e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244061 members 
Mstep: Class 2 contains 21603 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 38917 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 35037 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27283 members 
Mstep: Class 13 contains 35579 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 46653 members 
Mstep: Class 18 contains 32754 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17711 members 
Mstep: Class 23 contains 63650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209376.000000 Penalty: 41459.531250
Iteration 74Q: 20 clusters Score -7.020938e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244032 members 
Mstep: Class 2 contains 21605 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 38910 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 7452 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 35032 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35582 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 46656 members 
Mstep: Class 18 contains 32749 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17741 members 
Mstep: Class 23 contains 63650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209336.000000 Penalty: 41459.531250
Iteration 75Q: 20 clusters Score -7.020934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 244013 members 
Mstep: Class 2 contains 21603 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 38900 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 35030 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35587 members 
Mstep: Class 16 contains 2541 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 32740 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17770 members 
Mstep: Class 23 contains 63649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209368.000000 Penalty: 41459.531250
Iteration 76Q: 20 clusters Score -7.020937e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243990 members 
Mstep: Class 2 contains 21603 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38894 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 35034 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35589 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 46665 members 
Mstep: Class 18 contains 32730 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17791 members 
Mstep: Class 23 contains 63652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209352.000000 Penalty: 41459.531250
Iteration 77Q: 20 clusters Score -7.020935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243966 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38885 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 35038 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35592 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 46670 members 
Mstep: Class 18 contains 32723 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17813 members 
Mstep: Class 23 contains 63653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209376.000000 Penalty: 41459.531250
Iteration 78Q: 20 clusters Score -7.020938e+07 nChanged 71
Entering ConstructFrom: 
Score: -70209376.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (243937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243937 members 
Entering Unmasked Estep 
Score: -25568714.000000 Penalty: 2015.758057
	Iteration 0F: 2 clusters Score -2.556871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -25418408.000000 Penalty: 4031.516113
	Iteration 0F: 3 clusters Score -2.541841e+07 nChanged 118777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -25489756.000000 Penalty: 4031.516113
	Iteration 1F: 3 clusters Score -2.548976e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 128355 members 
Entering Unmasked Estep 
Score: -25491522.000000 Penalty: 4031.516113
	Iteration 2Q: 3 clusters Score -2.549152e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -25493850.000000 Penalty: 4031.516113
	Iteration 3Q: 3 clusters Score -2.549385e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 138707 members 
Entering Unmasked Estep 
Score: -25498264.000000 Penalty: 4031.516113
	Iteration 4Q: 3 clusters Score -2.549826e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -25505428.000000 Penalty: 4031.516113
	Iteration 5Q: 3 clusters Score -2.550543e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -25515580.000000 Penalty: 4031.516113
	Iteration 6F: 3 clusters Score -2.551558e+07 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -25527692.000000 Penalty: 4031.516113
	Iteration 7F: 3 clusters Score -2.552769e+07 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 179121 members 
Entering Unmasked Estep 
Score: -25538184.000000 Penalty: 4031.516113
	Iteration 8F: 3 clusters Score -2.553818e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 186108 members 
Entering Unmasked Estep 
Score: -25544454.000000 Penalty: 4031.516113
	Iteration 9Q: 3 clusters Score -2.554445e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
Score: -25547850.000000 Penalty: 4031.516113
	Iteration 10Q: 3 clusters Score -2.554785e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -25549856.000000 Penalty: 4031.516113
	Iteration 11Q: 3 clusters Score -2.554986e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 201589 members 
Entering Unmasked Estep 
Score: -25551180.000000 Penalty: 4031.516113
	Iteration 12Q: 3 clusters Score -2.555118e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 205778 members 
Entering Unmasked Estep 
Score: -25552252.000000 Penalty: 4031.516113
	Iteration 13Q: 3 clusters Score -2.555225e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 209689 members 
Entering Unmasked Estep 
Score: -25553218.000000 Penalty: 4031.516113
	Iteration 14Q: 3 clusters Score -2.555322e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 213314 members 
Entering Unmasked Estep 
Score: -25554094.000000 Penalty: 4031.516113
	Iteration 15Q: 3 clusters Score -2.555409e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 216717 members 
Entering Unmasked Estep 
Score: -25555044.000000 Penalty: 4031.516113
	Iteration 16Q: 3 clusters Score -2.555504e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 219818 members 
Entering Unmasked Estep 
Score: -25555898.000000 Penalty: 4031.516113
	Iteration 17Q: 3 clusters Score -2.55559e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 222640 members 
Entering Unmasked Estep 
Score: -25556836.000000 Penalty: 4031.516113
	Iteration 18Q: 3 clusters Score -2.555684e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 225203 members 
Entering Unmasked Estep 
Score: -25557680.000000 Penalty: 4031.516113
	Iteration 19Q: 3 clusters Score -2.555768e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 227588 members 
Entering Unmasked Estep 
Score: -25558404.000000 Penalty: 4031.516113
	Iteration 20F: 3 clusters Score -2.55584e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 229663 members 
Entering Unmasked Estep 
Score: -25559188.000000 Penalty: 4031.516113
	Iteration 21Q: 3 clusters Score -2.555919e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 231618 members 
Entering Unmasked Estep 
Score: -25559992.000000 Penalty: 4031.516113
	Iteration 22Q: 3 clusters Score -2.555999e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 233350 members 
Entering Unmasked Estep 
Score: -25560704.000000 Penalty: 4031.516113
	Iteration 23Q: 3 clusters Score -2.55607e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 234891 members 
Entering Unmasked Estep 
Score: -25561328.000000 Penalty: 4031.516113
	Iteration 24Q: 3 clusters Score -2.556133e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 236274 members 
Entering Unmasked Estep 
Score: -25562048.000000 Penalty: 4031.516113
	Iteration 25Q: 3 clusters Score -2.556205e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 237531 members 
Entering Unmasked Estep 
Score: -25562780.000000 Penalty: 4031.516113
	Iteration 26Q: 3 clusters Score -2.556278e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 238630 members 
Entering Unmasked Estep 
Score: -25563578.000000 Penalty: 4031.516113
	Iteration 27Q: 3 clusters Score -2.556358e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 239627 members 
Entering Unmasked Estep 
Score: -25564262.000000 Penalty: 4031.516113
	Iteration 28Q: 3 clusters Score -2.556426e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 240496 members 
Entering Unmasked Estep 
Score: -25564786.000000 Penalty: 4031.516113
	Iteration 29Q: 3 clusters Score -2.556479e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 241170 members 
Entering Unmasked Estep 
Score: -25565264.000000 Penalty: 4031.516113
	Iteration 30Q: 3 clusters Score -2.556526e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 241705 members 
Entering Unmasked Estep 
Score: -25565660.000000 Penalty: 4031.516113
	Iteration 31Q: 3 clusters Score -2.556566e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 242118 members 
Entering Unmasked Estep 
Score: -25565922.000000 Penalty: 4031.516113
	Iteration 32Q: 3 clusters Score -2.556592e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 242450 members 
Entering Unmasked Estep 
Score: -25566144.000000 Penalty: 4031.516113
	Iteration 33Q: 3 clusters Score -2.556614e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 242669 members 
Entering Unmasked Estep 
Score: -25566272.000000 Penalty: 4031.516113
	Iteration 34Q: 3 clusters Score -2.556627e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 242844 members 
Entering Unmasked Estep 
Score: -25566388.000000 Penalty: 4031.516113
	Iteration 35Q: 3 clusters Score -2.556639e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 242983 members 
Entering Unmasked Estep 
Score: -25566502.000000 Penalty: 4031.516113
	Iteration 36Q: 3 clusters Score -2.55665e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 243080 members 
Entering Unmasked Estep 
Score: -25566546.000000 Penalty: 4031.516113
	Iteration 37Q: 3 clusters Score -2.556655e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 243154 members 
Entering Unmasked Estep 
Score: -25566650.000000 Penalty: 4031.516113
	Iteration 38Q: 3 clusters Score -2.556665e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 243206 members 
Entering Unmasked Estep 
Score: -25566694.000000 Penalty: 4031.516113
	Iteration 39Q: 3 clusters Score -2.556669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 243234 members 
Entering Unmasked Estep 
Score: -25566700.000000 Penalty: 4031.516113
	Iteration 40F: 3 clusters Score -2.55667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 243262 members 
Entering Unmasked Estep 
Score: -25566716.000000 Penalty: 4031.516113
	Iteration 41Q: 3 clusters Score -2.556672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 243286 members 
Entering Unmasked Estep 
Score: -25566778.000000 Penalty: 4031.516113
	Iteration 42Q: 3 clusters Score -2.556678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 243308 members 
Entering Unmasked Estep 
Score: -25566776.000000 Penalty: 4031.516113
	Iteration 43Q: 3 clusters Score -2.556678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 243325 members 
Entering Unmasked Estep 
Score: -25566798.000000 Penalty: 4031.516113
	Iteration 44Q: 3 clusters Score -2.55668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 243340 members 
Entering Unmasked Estep 
Score: -25566792.000000 Penalty: 4031.516113
	Iteration 45Q: 3 clusters Score -2.556679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 243346 members 
Entering Unmasked Estep 
Score: -25566794.000000 Penalty: 4031.516113
	Iteration 46Q: 3 clusters Score -2.556679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 243354 members 
Entering Unmasked Estep 
Score: -25566800.000000 Penalty: 4031.516113
	Iteration 47Q: 3 clusters Score -2.55668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 243356 members 
Entering Unmasked Estep 
Score: -25566796.000000 Penalty: 4031.516113
	Iteration 48Q: 3 clusters Score -2.55668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 243359 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 49Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243358 members 
Entering Unmasked Estep 
Score: -25566786.000000 Penalty: 4031.516113
	Iteration 50Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 243359 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 51Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243358 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 52Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 243357 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 53Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243358 members 
Entering Unmasked Estep 
Score: -25566792.000000 Penalty: 4031.516113
	Iteration 54Q: 3 clusters Score -2.556679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 243360 members 
Entering Unmasked Estep 
Score: -25566792.000000 Penalty: 4031.516113
	Iteration 55Q: 3 clusters Score -2.556679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 243362 members 
Entering Unmasked Estep 
Score: -25566796.000000 Penalty: 4031.516113
	Iteration 56Q: 3 clusters Score -2.55668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 243363 members 
Entering Unmasked Estep 
Score: -25566790.000000 Penalty: 4031.516113
	Iteration 57Q: 3 clusters Score -2.556679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 243364 members 
Entering Unmasked Estep 
Score: -25566790.000000 Penalty: 4031.516113
	Iteration 58Q: 3 clusters Score -2.556679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 243364 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 59Q: 3 clusters Score -2.556679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 243364 members 
Entering Unmasked Estep 
Score: -25566788.000000 Penalty: 4031.516113
	Iteration 60F: 3 clusters Score -2.556679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Entering Unmasked Estep 
Score: -2312769.000000 Penalty: 1621.913086
	Iteration 0F: 2 clusters Score -2312769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2298078.250000 Penalty: 3243.826172
	Iteration 0F: 3 clusters Score -2298078 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2303349.750000 Penalty: 3243.826172
	Iteration 1F: 3 clusters Score -2303350 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2303713.000000 Penalty: 3243.826172
	Iteration 2Q: 3 clusters Score -2303713 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2304093.250000 Penalty: 3243.826172
	Iteration 3Q: 3 clusters Score -2304093 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2304529.750000 Penalty: 3243.826172
	Iteration 4Q: 3 clusters Score -2304530 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2305243.000000 Penalty: 3243.826172
	Iteration 5F: 3 clusters Score -2305243 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2306329.000000 Penalty: 3243.826172
	Iteration 6F: 3 clusters Score -2306329 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2307664.250000 Penalty: 3243.826172
	Iteration 7F: 3 clusters Score -2307664 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2308993.750000 Penalty: 3243.826172
	Iteration 8F: 3 clusters Score -2308994 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2310056.000000 Penalty: 3243.826172
	Iteration 9F: 3 clusters Score -2310056 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2310705.750000 Penalty: 3243.826172
	Iteration 10Q: 3 clusters Score -2310706 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2311033.750000 Penalty: 3243.826172
	Iteration 11Q: 3 clusters Score -2311034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2311190.750000 Penalty: 3243.826172
	Iteration 12Q: 3 clusters Score -2311191 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2311272.250000 Penalty: 3243.826172
	Iteration 13Q: 3 clusters Score -2311272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2311326.750000 Penalty: 3243.826172
	Iteration 14Q: 3 clusters Score -2311327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2311351.000000 Penalty: 3243.826172
	Iteration 15Q: 3 clusters Score -2311351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2311375.500000 Penalty: 3243.826172
	Iteration 16Q: 3 clusters Score -2311376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2311394.500000 Penalty: 3243.826172
	Iteration 17Q: 3 clusters Score -2311394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2311400.750000 Penalty: 3243.826172
	Iteration 18Q: 3 clusters Score -2311401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2311410.750000 Penalty: 3243.826172
	Iteration 19Q: 3 clusters Score -2311411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2311418.250000 Penalty: 3243.826172
	Iteration 20F: 3 clusters Score -2311418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2311422.000000 Penalty: 3243.826172
	Iteration 21Q: 3 clusters Score -2311422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2311426.250000 Penalty: 3243.826172
	Iteration 22Q: 3 clusters Score -2311426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2311426.250000 Penalty: 3243.826172
	Iteration 23F: 3 clusters Score -2311426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -237600.671875 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -237600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -235217.890625 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -235217.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -235785.656250 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -235785.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -235996.234375 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -235996.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -236165.078125 Penalty: 2537.572998
	Iteration 3F: 3 clusters Score -236165.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -236341.218750 Penalty: 2537.572998
	Iteration 4F: 3 clusters Score -236341.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -236477.234375 Penalty: 2537.572998
	Iteration 5F: 3 clusters Score -236477.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -236615.468750 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -236615.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -236742.765625 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -236742.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -236821.187500 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -236821.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -236869.265625 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -236869.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -236903.093750 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -236903.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -236930.875000 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -236930.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -236962.796875 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -236962.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -236984.718750 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -236984.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -237002.031250 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -237002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -237014.250000 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -237014.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -237023.156250 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -237023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -237027.343750 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -237027.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -237031.953125 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -237032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -237038.093750 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -237038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -237042.328125 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -237042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -237046.750000 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -237046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -237050.671875 Penalty: 2537.572998
	Iteration 22Q: 3 clusters Score -237050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -237051.484375 Penalty: 2537.572998
	Iteration 23Q: 3 clusters Score -237051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -237052.812500 Penalty: 2537.572998
	Iteration 24Q: 3 clusters Score -237052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -237055.734375 Penalty: 2537.572998
	Iteration 25Q: 3 clusters Score -237055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -237057.812500 Penalty: 2537.572998
	Iteration 26Q: 3 clusters Score -237057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -237058.296875 Penalty: 2537.572998
	Iteration 27Q: 3 clusters Score -237058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -237059.593750 Penalty: 2537.572998
	Iteration 28Q: 3 clusters Score -237059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -237059.953125 Penalty: 2537.572998
	Iteration 29Q: 3 clusters Score -237060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -237059.953125 Penalty: 2537.572998
	Iteration 30F: 3 clusters Score -237060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Entering Unmasked Estep 
Score: -4153933.750000 Penalty: 1717.334106
	Iteration 0F: 2 clusters Score -4153934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4127888.750000 Penalty: 3434.668213
	Iteration 0F: 3 clusters Score -4127889 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4138468.750000 Penalty: 3434.668213
	Iteration 1F: 3 clusters Score -4138469 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4139429.500000 Penalty: 3434.668213
	Iteration 2F: 3 clusters Score -4139430 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4140759.500000 Penalty: 3434.668213
	Iteration 3F: 3 clusters Score -4140760 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4142380.000000 Penalty: 3434.668213
	Iteration 4F: 3 clusters Score -4142380 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4144273.500000 Penalty: 3434.668213
	Iteration 5F: 3 clusters Score -4144274 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4146230.500000 Penalty: 3434.668213
	Iteration 6F: 3 clusters Score -4146230 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4148179.750000 Penalty: 3434.668213
	Iteration 7F: 3 clusters Score -4148180 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4149909.750000 Penalty: 3434.668213
	Iteration 8F: 3 clusters Score -4149910 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4151160.500000 Penalty: 3434.668213
	Iteration 9Q: 3 clusters Score -4151160 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4151818.750000 Penalty: 3434.668213
	Iteration 10Q: 3 clusters Score -4151819 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -4152116.750000 Penalty: 3434.668213
	Iteration 11Q: 3 clusters Score -4152117 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4152255.750000 Penalty: 3434.668213
	Iteration 12Q: 3 clusters Score -4152256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4152315.000000 Penalty: 3434.668213
	Iteration 13Q: 3 clusters Score -4152315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -4152349.250000 Penalty: 3434.668213
	Iteration 14Q: 3 clusters Score -4152349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4152365.500000 Penalty: 3434.668213
	Iteration 15Q: 3 clusters Score -4152366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4152380.250000 Penalty: 3434.668213
	Iteration 16Q: 3 clusters Score -4152380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -4152382.250000 Penalty: 3434.668213
	Iteration 17Q: 3 clusters Score -4152382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4152390.500000 Penalty: 3434.668213
	Iteration 18Q: 3 clusters Score -4152390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4152390.500000 Penalty: 3434.668213
	Iteration 19Q: 3 clusters Score -4152390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4152390.500000 Penalty: 3434.668213
	Iteration 20F: 3 clusters Score -4152390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -88219.078125 Penalty: 1108.960693
	Iteration 0F: 2 clusters Score -88219.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86940.179688 Penalty: 2217.921387
	Iteration 0F: 3 clusters Score -86940.18 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87497.648438 Penalty: 2217.921387
	Iteration 1F: 3 clusters Score -87497.65 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88044.562500 Penalty: 2217.921387
	Iteration 2F: 3 clusters Score -88044.56 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -88299.539062 Penalty: 2217.921387
	Iteration 3F: 3 clusters Score -88299.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -88382.078125 Penalty: 2217.921387
	Iteration 4Q: 3 clusters Score -88382.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -88429.601562 Penalty: 2217.921387
	Iteration 5Q: 3 clusters Score -88429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -88474.781250 Penalty: 2217.921387
	Iteration 6Q: 3 clusters Score -88474.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -88518.140625 Penalty: 2217.921387
	Iteration 7Q: 3 clusters Score -88518.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -88543.492188 Penalty: 2217.921387
	Iteration 8Q: 3 clusters Score -88543.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -88548.281250 Penalty: 2217.921387
	Iteration 9Q: 3 clusters Score -88548.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -88552.273438 Penalty: 2217.921387
	Iteration 10F: 3 clusters Score -88552.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -88559.187500 Penalty: 2217.921387
	Iteration 11Q: 3 clusters Score -88559.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88560.359375 Penalty: 2217.921387
	Iteration 12Q: 3 clusters Score -88560.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88560.359375 Penalty: 2217.921387
	Iteration 13F: 3 clusters Score -88560.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243937 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38879 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 35040 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 12 contains 213 members 
Mstep: Class 13 contains 35598 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 46672 members 
Mstep: Class 18 contains 32718 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17835 members 
Mstep: Class 23 contains 63651 members 
Entering Unmasked Estep 
Score: -70208648.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70209376.000000 to -70208648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -42539.332031 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -42539.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41540.898438 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -41540.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41765.324219 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -41765.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41956.144531 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -41956.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42047.253906 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -42047.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42140.406250 Penalty: 2029.354248
	Iteration 4F: 3 clusters Score -42140.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42181.960938 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -42181.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42210.660156 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -42210.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42250.363281 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -42250.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42287.179688 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -42287.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42331.148438 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -42331.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42357.027344 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -42357.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42390.664062 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -42390.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42396.734375 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -42396.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42400.671875 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -42400.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42401.449219 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -42401.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42401.449219 Penalty: 2029.354248
	Iteration 15F: 3 clusters Score -42401.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -761507.437500 Penalty: 1448.844971
	Iteration 0F: 2 clusters Score -761507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -755946.312500 Penalty: 2897.689941
	Iteration 0F: 3 clusters Score -755946.3 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -757646.187500 Penalty: 2897.689941
	Iteration 1F: 3 clusters Score -757646.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -757990.000000 Penalty: 2897.689941
	Iteration 2F: 3 clusters Score -757990 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -758393.750000 Penalty: 2897.689941
	Iteration 3F: 3 clusters Score -758393.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -758844.937500 Penalty: 2897.689941
	Iteration 4F: 3 clusters Score -758844.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -759256.937500 Penalty: 2897.689941
	Iteration 5F: 3 clusters Score -759256.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -759573.187500 Penalty: 2897.689941
	Iteration 6F: 3 clusters Score -759573.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -759783.937500 Penalty: 2897.689941
	Iteration 7Q: 3 clusters Score -759783.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -759921.375000 Penalty: 2897.689941
	Iteration 8Q: 3 clusters Score -759921.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -760019.875000 Penalty: 2897.689941
	Iteration 9Q: 3 clusters Score -760019.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -760104.312500 Penalty: 2897.689941
	Iteration 10Q: 3 clusters Score -760104.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -760166.875000 Penalty: 2897.689941
	Iteration 11Q: 3 clusters Score -760166.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -760207.062500 Penalty: 2897.689941
	Iteration 12Q: 3 clusters Score -760207.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -760233.625000 Penalty: 2897.689941
	Iteration 13Q: 3 clusters Score -760233.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -760257.437500 Penalty: 2897.689941
	Iteration 14Q: 3 clusters Score -760257.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -760279.187500 Penalty: 2897.689941
	Iteration 15Q: 3 clusters Score -760279.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -760301.562500 Penalty: 2897.689941
	Iteration 16Q: 3 clusters Score -760301.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -760322.875000 Penalty: 2897.689941
	Iteration 17Q: 3 clusters Score -760322.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -760337.937500 Penalty: 2897.689941
	Iteration 18Q: 3 clusters Score -760337.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -760356.000000 Penalty: 2897.689941
	Iteration 19Q: 3 clusters Score -760356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -760376.062500 Penalty: 2897.689941
	Iteration 20F: 3 clusters Score -760376.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -760389.875000 Penalty: 2897.689941
	Iteration 21Q: 3 clusters Score -760389.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -760400.437500 Penalty: 2897.689941
	Iteration 22Q: 3 clusters Score -760400.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -760408.125000 Penalty: 2897.689941
	Iteration 23Q: 3 clusters Score -760408.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -760413.250000 Penalty: 2897.689941
	Iteration 24Q: 3 clusters Score -760413.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -760417.750000 Penalty: 2897.689941
	Iteration 25Q: 3 clusters Score -760417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -760421.750000 Penalty: 2897.689941
	Iteration 26Q: 3 clusters Score -760421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -760429.750000 Penalty: 2897.689941
	Iteration 27Q: 3 clusters Score -760429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -760430.875000 Penalty: 2897.689941
	Iteration 28Q: 3 clusters Score -760430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -760433.250000 Penalty: 2897.689941
	Iteration 29Q: 3 clusters Score -760433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -760434.312500 Penalty: 2897.689941
	Iteration 30Q: 3 clusters Score -760434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -760434.562500 Penalty: 2897.689941
	Iteration 31Q: 3 clusters Score -760434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -760433.937500 Penalty: 2897.689941
	Iteration 32Q: 3 clusters Score -760433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -760433.937500 Penalty: 2897.689941
	Iteration 33F: 3 clusters Score -760433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -267762.656250 Penalty: 1286.362671
	Iteration 0F: 2 clusters Score -267762.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -265270.281250 Penalty: 2572.725342
	Iteration 0F: 3 clusters Score -265270.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -265852.562500 Penalty: 2572.725342
	Iteration 1F: 3 clusters Score -265852.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -265996.125000 Penalty: 2572.725342
	Iteration 2F: 3 clusters Score -265996.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -266091.718750 Penalty: 2572.725342
	Iteration 3F: 3 clusters Score -266091.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -266140.312500 Penalty: 2572.725342
	Iteration 4Q: 3 clusters Score -266140.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266165.468750 Penalty: 2572.725342
	Iteration 5Q: 3 clusters Score -266165.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -266187.406250 Penalty: 2572.725342
	Iteration 6Q: 3 clusters Score -266187.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -266211.562500 Penalty: 2572.725342
	Iteration 7Q: 3 clusters Score -266211.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -266232.125000 Penalty: 2572.725342
	Iteration 8Q: 3 clusters Score -266232.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -266249.062500 Penalty: 2572.725342
	Iteration 9Q: 3 clusters Score -266249.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -266263.625000 Penalty: 2572.725342
	Iteration 10Q: 3 clusters Score -266263.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266276.781250 Penalty: 2572.725342
	Iteration 11Q: 3 clusters Score -266276.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -266290.687500 Penalty: 2572.725342
	Iteration 12Q: 3 clusters Score -266290.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266302.968750 Penalty: 2572.725342
	Iteration 13Q: 3 clusters Score -266303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -266351.281250 Penalty: 2572.725342
	Iteration 14Q: 3 clusters Score -266351.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -266407.125000 Penalty: 2572.725342
	Iteration 15Q: 3 clusters Score -266407.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -266482.531250 Penalty: 2572.725342
	Iteration 16Q: 3 clusters Score -266482.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -266584.531250 Penalty: 2572.725342
	Iteration 17Q: 3 clusters Score -266584.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -266698.125000 Penalty: 2572.725342
	Iteration 18Q: 3 clusters Score -266698.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -266839.562500 Penalty: 2572.725342
	Iteration 19Q: 3 clusters Score -266839.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -266986.343750 Penalty: 2572.725342
	Iteration 20F: 3 clusters Score -266986.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -267105.031250 Penalty: 2572.725342
	Iteration 21Q: 3 clusters Score -267105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -267186.843750 Penalty: 2572.725342
	Iteration 22Q: 3 clusters Score -267186.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -267254.312500 Penalty: 2572.725342
	Iteration 23Q: 3 clusters Score -267254.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -267283.156250 Penalty: 2572.725342
	Iteration 24Q: 3 clusters Score -267283.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -267297.437500 Penalty: 2572.725342
	Iteration 25Q: 3 clusters Score -267297.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -267304.187500 Penalty: 2572.725342
	Iteration 26Q: 3 clusters Score -267304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -267309.406250 Penalty: 2572.725342
	Iteration 27Q: 3 clusters Score -267309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -267310.656250 Penalty: 2572.725342
	Iteration 28Q: 3 clusters Score -267310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -267311.000000 Penalty: 2572.725342
	Iteration 29Q: 3 clusters Score -267311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -267311.500000 Penalty: 2572.725342
	Iteration 30Q: 3 clusters Score -267311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -267311.718750 Penalty: 2572.725342
	Iteration 31Q: 3 clusters Score -267311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -267312.437500 Penalty: 2572.725342
	Iteration 32Q: 3 clusters Score -267312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -267313.218750 Penalty: 2572.725342
	Iteration 33F: 3 clusters Score -267313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -267324.875000 Penalty: 2572.725342
	Iteration 34Q: 3 clusters Score -267324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -267327.156250 Penalty: 2572.725342
	Iteration 35Q: 3 clusters Score -267327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -267328.343750 Penalty: 2572.725342
	Iteration 36Q: 3 clusters Score -267328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -267329.375000 Penalty: 2572.725342
	Iteration 37Q: 3 clusters Score -267329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -267329.593750 Penalty: 2572.725342
	Iteration 38Q: 3 clusters Score -267329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -267330.125000 Penalty: 2572.725342
	Iteration 39Q: 3 clusters Score -267330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -267330.906250 Penalty: 2572.725342
	Iteration 40F: 3 clusters Score -267330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -267331.468750 Penalty: 2572.725342
	Iteration 41Q: 3 clusters Score -267331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -267331.968750 Penalty: 2572.725342
	Iteration 42Q: 3 clusters Score -267332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -267333.000000 Penalty: 2572.725342
	Iteration 43Q: 3 clusters Score -267333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -267333.312500 Penalty: 2572.725342
	Iteration 44Q: 3 clusters Score -267333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -267333.843750 Penalty: 2572.725342
	Iteration 45Q: 3 clusters Score -267333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -267333.843750 Penalty: 2572.725342
	Iteration 46F: 3 clusters Score -267333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Entering Unmasked Estep 
Score: -3580920.750000 Penalty: 1700.439941
	Iteration 0F: 2 clusters Score -3580921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3557237.250000 Penalty: 3400.879883
	Iteration 0F: 3 clusters Score -3557237 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3566435.250000 Penalty: 3400.879883
	Iteration 1F: 3 clusters Score -3566435 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3566875.750000 Penalty: 3400.879883
	Iteration 2Q: 3 clusters Score -3566876 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3567404.250000 Penalty: 3400.879883
	Iteration 3Q: 3 clusters Score -3567404 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3567956.000000 Penalty: 3400.879883
	Iteration 4Q: 3 clusters Score -3567956 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3568725.000000 Penalty: 3400.879883
	Iteration 5Q: 3 clusters Score -3568725 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3569774.750000 Penalty: 3400.879883
	Iteration 6F: 3 clusters Score -3569775 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3571079.750000 Penalty: 3400.879883
	Iteration 7F: 3 clusters Score -3571080 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3572454.000000 Penalty: 3400.879883
	Iteration 8F: 3 clusters Score -3572454 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3573740.500000 Penalty: 3400.879883
	Iteration 9F: 3 clusters Score -3573740 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3574762.500000 Penalty: 3400.879883
	Iteration 10Q: 3 clusters Score -3574762 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3575558.750000 Penalty: 3400.879883
	Iteration 11Q: 3 clusters Score -3575559 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3576291.500000 Penalty: 3400.879883
	Iteration 12Q: 3 clusters Score -3576292 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3577053.000000 Penalty: 3400.879883
	Iteration 13Q: 3 clusters Score -3577053 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3577890.250000 Penalty: 3400.879883
	Iteration 14Q: 3 clusters Score -3577890 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3578471.500000 Penalty: 3400.879883
	Iteration 15Q: 3 clusters Score -3578472 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3578878.750000 Penalty: 3400.879883
	Iteration 16Q: 3 clusters Score -3578879 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3579108.250000 Penalty: 3400.879883
	Iteration 17Q: 3 clusters Score -3579108 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3579269.000000 Penalty: 3400.879883
	Iteration 18Q: 3 clusters Score -3579269 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3579387.000000 Penalty: 3400.879883
	Iteration 19Q: 3 clusters Score -3579387 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3579458.250000 Penalty: 3400.879883
	Iteration 20F: 3 clusters Score -3579458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3579493.750000 Penalty: 3400.879883
	Iteration 21Q: 3 clusters Score -3579494 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3579516.500000 Penalty: 3400.879883
	Iteration 22Q: 3 clusters Score -3579516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3579554.000000 Penalty: 3400.879883
	Iteration 23Q: 3 clusters Score -3579554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3579577.000000 Penalty: 3400.879883
	Iteration 24Q: 3 clusters Score -3579577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3579595.000000 Penalty: 3400.879883
	Iteration 25Q: 3 clusters Score -3579595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3579606.250000 Penalty: 3400.879883
	Iteration 26Q: 3 clusters Score -3579606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3579613.250000 Penalty: 3400.879883
	Iteration 27Q: 3 clusters Score -3579613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3579614.000000 Penalty: 3400.879883
	Iteration 28Q: 3 clusters Score -3579614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3579621.750000 Penalty: 3400.879883
	Iteration 29Q: 3 clusters Score -3579622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3579635.750000 Penalty: 3400.879883
	Iteration 30Q: 3 clusters Score -3579636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3579649.000000 Penalty: 3400.879883
	Iteration 31Q: 3 clusters Score -3579649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -3579651.250000 Penalty: 3400.879883
	Iteration 32Q: 3 clusters Score -3579651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3579674.750000 Penalty: 3400.879883
	Iteration 33Q: 3 clusters Score -3579675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3579673.000000 Penalty: 3400.879883
	Iteration 34Q: 3 clusters Score -3579673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3579684.500000 Penalty: 3400.879883
	Iteration 35Q: 3 clusters Score -3579684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3579703.000000 Penalty: 3400.879883
	Iteration 36Q: 3 clusters Score -3579703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3579706.250000 Penalty: 3400.879883
	Iteration 37Q: 3 clusters Score -3579706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3579709.250000 Penalty: 3400.879883
	Iteration 38Q: 3 clusters Score -3579709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3579699.500000 Penalty: 3400.879883
	Iteration 39Q: 3 clusters Score -3579700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3579698.250000 Penalty: 3400.879883
	Iteration 40F: 3 clusters Score -3579698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3579703.500000 Penalty: 3400.879883
	Iteration 41Q: 3 clusters Score -3579704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3579709.250000 Penalty: 3400.879883
	Iteration 42Q: 3 clusters Score -3579709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -3579717.750000 Penalty: 3400.879883
	Iteration 43Q: 3 clusters Score -3579718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3579709.500000 Penalty: 3400.879883
	Iteration 44Q: 3 clusters Score -3579710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3579713.250000 Penalty: 3400.879883
	Iteration 45Q: 3 clusters Score -3579713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3579718.000000 Penalty: 3400.879883
	Iteration 46Q: 3 clusters Score -3579718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3579720.750000 Penalty: 3400.879883
	Iteration 47Q: 3 clusters Score -3579721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3579714.750000 Penalty: 3400.879883
	Iteration 48Q: 3 clusters Score -3579715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3579721.500000 Penalty: 3400.879883
	Iteration 49Q: 3 clusters Score -3579722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3579722.750000 Penalty: 3400.879883
	Iteration 50Q: 3 clusters Score -3579723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3579724.500000 Penalty: 3400.879883
	Iteration 51Q: 3 clusters Score -3579724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3579728.750000 Penalty: 3400.879883
	Iteration 52Q: 3 clusters Score -3579729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3579728.250000 Penalty: 3400.879883
	Iteration 53Q: 3 clusters Score -3579728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3579732.500000 Penalty: 3400.879883
	Iteration 54Q: 3 clusters Score -3579732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -3579733.250000 Penalty: 3400.879883
	Iteration 55Q: 3 clusters Score -3579733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3579734.250000 Penalty: 3400.879883
	Iteration 56Q: 3 clusters Score -3579734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3579734.750000 Penalty: 3400.879883
	Iteration 57Q: 3 clusters Score -3579735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3579737.000000 Penalty: 3400.879883
	Iteration 58Q: 3 clusters Score -3579737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -3579728.500000 Penalty: 3400.879883
	Iteration 59Q: 3 clusters Score -3579728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3579731.750000 Penalty: 3400.879883
	Iteration 60F: 3 clusters Score -3579732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3579730.000000 Penalty: 3400.879883
	Iteration 61Q: 3 clusters Score -3579730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3579734.000000 Penalty: 3400.879883
	Iteration 62Q: 3 clusters Score -3579734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3579733.500000 Penalty: 3400.879883
	Iteration 63Q: 3 clusters Score -3579734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3579732.000000 Penalty: 3400.879883
	Iteration 64Q: 3 clusters Score -3579732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3579736.750000 Penalty: 3400.879883
	Iteration 65Q: 3 clusters Score -3579737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3579731.250000 Penalty: 3400.879883
	Iteration 66Q: 3 clusters Score -3579731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3579734.750000 Penalty: 3400.879883
	Iteration 67Q: 3 clusters Score -3579735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3579734.750000 Penalty: 3400.879883
	Iteration 68Q: 3 clusters Score -3579735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3579736.000000 Penalty: 3400.879883
	Iteration 69Q: 3 clusters Score -3579736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3579739.000000 Penalty: 3400.879883
	Iteration 70Q: 3 clusters Score -3579739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3579740.500000 Penalty: 3400.879883
	Iteration 71Q: 3 clusters Score -3579740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3579737.500000 Penalty: 3400.879883
	Iteration 72Q: 3 clusters Score -3579738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3579734.500000 Penalty: 3400.879883
	Iteration 73Q: 3 clusters Score -3579734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3579733.000000 Penalty: 3400.879883
	Iteration 74Q: 3 clusters Score -3579733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3579737.750000 Penalty: 3400.879883
	Iteration 75Q: 3 clusters Score -3579738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3579740.000000 Penalty: 3400.879883
	Iteration 76Q: 3 clusters Score -3579740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3579743.500000 Penalty: 3400.879883
	Iteration 77Q: 3 clusters Score -3579744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3579739.000000 Penalty: 3400.879883
	Iteration 78Q: 3 clusters Score -3579739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3579736.500000 Penalty: 3400.879883
	Iteration 79Q: 3 clusters Score -3579736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3579738.500000 Penalty: 3400.879883
	Iteration 80F: 3 clusters Score -3579738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3579739.000000 Penalty: 3400.879883
	Iteration 81Q: 3 clusters Score -3579739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3579736.250000 Penalty: 3400.879883
	Iteration 82Q: 3 clusters Score -3579736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3579739.000000 Penalty: 3400.879883
	Iteration 83Q: 3 clusters Score -3579739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3579737.750000 Penalty: 3400.879883
	Iteration 84Q: 3 clusters Score -3579738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3579737.500000 Penalty: 3400.879883
	Iteration 85Q: 3 clusters Score -3579738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3579740.500000 Penalty: 3400.879883
	Iteration 86Q: 3 clusters Score -3579740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3579740.500000 Penalty: 3400.879883
	Iteration 87Q: 3 clusters Score -3579740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3579738.500000 Penalty: 3400.879883
	Iteration 88Q: 3 clusters Score -3579738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3579740.500000 Penalty: 3400.879883
	Iteration 89Q: 3 clusters Score -3579740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3579737.750000 Penalty: 3400.879883
	Iteration 90Q: 3 clusters Score -3579738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3579738.500000 Penalty: 3400.879883
	Iteration 91Q: 3 clusters Score -3579738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3579741.250000 Penalty: 3400.879883
	Iteration 92Q: 3 clusters Score -3579741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3579743.250000 Penalty: 3400.879883
	Iteration 93Q: 3 clusters Score -3579743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3579743.250000 Penalty: 3400.879883
	Iteration 94F: 3 clusters Score -3579743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Entering Unmasked Estep 
Score: -4841187.000000 Penalty: 1742.934814
	Iteration 0F: 2 clusters Score -4841187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4810667.000000 Penalty: 3485.869629
	Iteration 0F: 3 clusters Score -4810667 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4822662.000000 Penalty: 3485.869629
	Iteration 1F: 3 clusters Score -4822662 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4823173.500000 Penalty: 3485.869629
	Iteration 2Q: 3 clusters Score -4823174 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -4823751.000000 Penalty: 3485.869629
	Iteration 3Q: 3 clusters Score -4823751 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4824591.500000 Penalty: 3485.869629
	Iteration 4Q: 3 clusters Score -4824592 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4825808.500000 Penalty: 3485.869629
	Iteration 5F: 3 clusters Score -4825808 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4827689.500000 Penalty: 3485.869629
	Iteration 6F: 3 clusters Score -4827690 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4830222.500000 Penalty: 3485.869629
	Iteration 7F: 3 clusters Score -4830222 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -4832801.000000 Penalty: 3485.869629
	Iteration 8F: 3 clusters Score -4832801 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4834990.000000 Penalty: 3485.869629
	Iteration 9F: 3 clusters Score -4834990 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4836661.500000 Penalty: 3485.869629
	Iteration 10Q: 3 clusters Score -4836662 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -4837767.500000 Penalty: 3485.869629
	Iteration 11Q: 3 clusters Score -4837768 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -4838452.000000 Penalty: 3485.869629
	Iteration 12Q: 3 clusters Score -4838452 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -4838880.500000 Penalty: 3485.869629
	Iteration 13Q: 3 clusters Score -4838880 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -4839211.000000 Penalty: 3485.869629
	Iteration 14Q: 3 clusters Score -4839211 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -4839409.000000 Penalty: 3485.869629
	Iteration 15Q: 3 clusters Score -4839409 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -4839506.500000 Penalty: 3485.869629
	Iteration 16Q: 3 clusters Score -4839506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -4839594.000000 Penalty: 3485.869629
	Iteration 17Q: 3 clusters Score -4839594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -4839653.000000 Penalty: 3485.869629
	Iteration 18Q: 3 clusters Score -4839653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -4839702.000000 Penalty: 3485.869629
	Iteration 19Q: 3 clusters Score -4839702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -4839717.000000 Penalty: 3485.869629
	Iteration 20F: 3 clusters Score -4839717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -4839721.000000 Penalty: 3485.869629
	Iteration 21Q: 3 clusters Score -4839721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -4839732.000000 Penalty: 3485.869629
	Iteration 22Q: 3 clusters Score -4839732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -4839742.000000 Penalty: 3485.869629
	Iteration 23Q: 3 clusters Score -4839742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -4839752.500000 Penalty: 3485.869629
	Iteration 24Q: 3 clusters Score -4839752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4839752.500000 Penalty: 3485.869629
	Iteration 25Q: 3 clusters Score -4839752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -4839759.000000 Penalty: 3485.869629
	Iteration 26Q: 3 clusters Score -4839759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -4839762.000000 Penalty: 3485.869629
	Iteration 27Q: 3 clusters Score -4839762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -4839766.000000 Penalty: 3485.869629
	Iteration 28Q: 3 clusters Score -4839766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4839768.000000 Penalty: 3485.869629
	Iteration 29Q: 3 clusters Score -4839768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4839768.000000 Penalty: 3485.869629
	Iteration 30F: 3 clusters Score -4839768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Entering Unmasked Estep 
Score: -2916654.750000 Penalty: 1659.784058
	Iteration 0F: 2 clusters Score -2916655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2898156.500000 Penalty: 3319.568115
	Iteration 0F: 3 clusters Score -2898156 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2905071.250000 Penalty: 3319.568115
	Iteration 1F: 3 clusters Score -2905071 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2905433.000000 Penalty: 3319.568115
	Iteration 2Q: 3 clusters Score -2905433 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2905776.750000 Penalty: 3319.568115
	Iteration 3Q: 3 clusters Score -2905777 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2906119.250000 Penalty: 3319.568115
	Iteration 4Q: 3 clusters Score -2906119 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2906526.750000 Penalty: 3319.568115
	Iteration 5Q: 3 clusters Score -2906527 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2907067.500000 Penalty: 3319.568115
	Iteration 6Q: 3 clusters Score -2907068 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2907779.500000 Penalty: 3319.568115
	Iteration 7Q: 3 clusters Score -2907780 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2908690.250000 Penalty: 3319.568115
	Iteration 8F: 3 clusters Score -2908690 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2909776.750000 Penalty: 3319.568115
	Iteration 9F: 3 clusters Score -2909777 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2910885.500000 Penalty: 3319.568115
	Iteration 10F: 3 clusters Score -2910886 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2911622.250000 Penalty: 3319.568115
	Iteration 11Q: 3 clusters Score -2911622 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2912003.250000 Penalty: 3319.568115
	Iteration 12Q: 3 clusters Score -2912003 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2912208.500000 Penalty: 3319.568115
	Iteration 13Q: 3 clusters Score -2912208 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2912321.000000 Penalty: 3319.568115
	Iteration 14Q: 3 clusters Score -2912321 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2912430.000000 Penalty: 3319.568115
	Iteration 15Q: 3 clusters Score -2912430 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2912547.750000 Penalty: 3319.568115
	Iteration 16Q: 3 clusters Score -2912548 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2912638.250000 Penalty: 3319.568115
	Iteration 17Q: 3 clusters Score -2912638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2912750.500000 Penalty: 3319.568115
	Iteration 18Q: 3 clusters Score -2912750 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2912848.750000 Penalty: 3319.568115
	Iteration 19Q: 3 clusters Score -2912849 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2912970.750000 Penalty: 3319.568115
	Iteration 20F: 3 clusters Score -2912971 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2913078.750000 Penalty: 3319.568115
	Iteration 21Q: 3 clusters Score -2913079 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2913231.750000 Penalty: 3319.568115
	Iteration 22Q: 3 clusters Score -2913232 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2913423.250000 Penalty: 3319.568115
	Iteration 23Q: 3 clusters Score -2913423 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2913573.750000 Penalty: 3319.568115
	Iteration 24Q: 3 clusters Score -2913574 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2913714.750000 Penalty: 3319.568115
	Iteration 25Q: 3 clusters Score -2913715 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2913873.750000 Penalty: 3319.568115
	Iteration 26Q: 3 clusters Score -2913874 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2913994.750000 Penalty: 3319.568115
	Iteration 27Q: 3 clusters Score -2913995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2914099.500000 Penalty: 3319.568115
	Iteration 28Q: 3 clusters Score -2914100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2914171.250000 Penalty: 3319.568115
	Iteration 29Q: 3 clusters Score -2914171 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2914271.000000 Penalty: 3319.568115
	Iteration 30Q: 3 clusters Score -2914271 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2914351.000000 Penalty: 3319.568115
	Iteration 31Q: 3 clusters Score -2914351 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2914427.500000 Penalty: 3319.568115
	Iteration 32Q: 3 clusters Score -2914428 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2914529.750000 Penalty: 3319.568115
	Iteration 33Q: 3 clusters Score -2914530 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2914594.000000 Penalty: 3319.568115
	Iteration 34Q: 3 clusters Score -2914594 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2914657.250000 Penalty: 3319.568115
	Iteration 35Q: 3 clusters Score -2914657 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2914707.750000 Penalty: 3319.568115
	Iteration 36Q: 3 clusters Score -2914708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2914748.000000 Penalty: 3319.568115
	Iteration 37Q: 3 clusters Score -2914748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2914796.750000 Penalty: 3319.568115
	Iteration 38Q: 3 clusters Score -2914797 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2914832.750000 Penalty: 3319.568115
	Iteration 39Q: 3 clusters Score -2914833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2914865.250000 Penalty: 3319.568115
	Iteration 40F: 3 clusters Score -2914865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2914899.250000 Penalty: 3319.568115
	Iteration 41Q: 3 clusters Score -2914899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2914933.250000 Penalty: 3319.568115
	Iteration 42Q: 3 clusters Score -2914933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2914946.500000 Penalty: 3319.568115
	Iteration 43Q: 3 clusters Score -2914946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2914960.500000 Penalty: 3319.568115
	Iteration 44Q: 3 clusters Score -2914960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2914986.750000 Penalty: 3319.568115
	Iteration 45Q: 3 clusters Score -2914987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2915009.250000 Penalty: 3319.568115
	Iteration 46Q: 3 clusters Score -2915009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2915023.250000 Penalty: 3319.568115
	Iteration 47Q: 3 clusters Score -2915023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2915049.250000 Penalty: 3319.568115
	Iteration 48Q: 3 clusters Score -2915049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2915065.000000 Penalty: 3319.568115
	Iteration 49Q: 3 clusters Score -2915065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2915082.750000 Penalty: 3319.568115
	Iteration 50Q: 3 clusters Score -2915083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2915091.000000 Penalty: 3319.568115
	Iteration 51Q: 3 clusters Score -2915091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2915109.000000 Penalty: 3319.568115
	Iteration 52Q: 3 clusters Score -2915109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2915119.250000 Penalty: 3319.568115
	Iteration 53Q: 3 clusters Score -2915119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2915126.000000 Penalty: 3319.568115
	Iteration 54Q: 3 clusters Score -2915126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2915140.500000 Penalty: 3319.568115
	Iteration 55Q: 3 clusters Score -2915140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2915159.500000 Penalty: 3319.568115
	Iteration 56Q: 3 clusters Score -2915160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2915168.250000 Penalty: 3319.568115
	Iteration 57Q: 3 clusters Score -2915168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2915177.250000 Penalty: 3319.568115
	Iteration 58Q: 3 clusters Score -2915177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2915177.000000 Penalty: 3319.568115
	Iteration 59Q: 3 clusters Score -2915177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2915185.750000 Penalty: 3319.568115
	Iteration 60F: 3 clusters Score -2915186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2915198.500000 Penalty: 3319.568115
	Iteration 61Q: 3 clusters Score -2915198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2915211.750000 Penalty: 3319.568115
	Iteration 62Q: 3 clusters Score -2915212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2915219.750000 Penalty: 3319.568115
	Iteration 63Q: 3 clusters Score -2915220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2915230.250000 Penalty: 3319.568115
	Iteration 64Q: 3 clusters Score -2915230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2915229.250000 Penalty: 3319.568115
	Iteration 65Q: 3 clusters Score -2915229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2915230.000000 Penalty: 3319.568115
	Iteration 66Q: 3 clusters Score -2915230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2915234.000000 Penalty: 3319.568115
	Iteration 67Q: 3 clusters Score -2915234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2915227.750000 Penalty: 3319.568115
	Iteration 68Q: 3 clusters Score -2915228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2915231.250000 Penalty: 3319.568115
	Iteration 69Q: 3 clusters Score -2915231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2915234.500000 Penalty: 3319.568115
	Iteration 70Q: 3 clusters Score -2915234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2915238.750000 Penalty: 3319.568115
	Iteration 71Q: 3 clusters Score -2915239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2915243.750000 Penalty: 3319.568115
	Iteration 72Q: 3 clusters Score -2915244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2915237.000000 Penalty: 3319.568115
	Iteration 73Q: 3 clusters Score -2915237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2915244.250000 Penalty: 3319.568115
	Iteration 74Q: 3 clusters Score -2915244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2915250.750000 Penalty: 3319.568115
	Iteration 75Q: 3 clusters Score -2915251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2915248.750000 Penalty: 3319.568115
	Iteration 76Q: 3 clusters Score -2915249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2915253.750000 Penalty: 3319.568115
	Iteration 77Q: 3 clusters Score -2915254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2915251.250000 Penalty: 3319.568115
	Iteration 78Q: 3 clusters Score -2915251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2915262.500000 Penalty: 3319.568115
	Iteration 79Q: 3 clusters Score -2915262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2915264.750000 Penalty: 3319.568115
	Iteration 80F: 3 clusters Score -2915265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2915264.750000 Penalty: 3319.568115
	Iteration 81Q: 3 clusters Score -2915265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2915267.000000 Penalty: 3319.568115
	Iteration 82Q: 3 clusters Score -2915267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2915275.000000 Penalty: 3319.568115
	Iteration 83Q: 3 clusters Score -2915275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2915283.250000 Penalty: 3319.568115
	Iteration 84Q: 3 clusters Score -2915283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2915289.000000 Penalty: 3319.568115
	Iteration 85Q: 3 clusters Score -2915289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2915290.500000 Penalty: 3319.568115
	Iteration 86Q: 3 clusters Score -2915290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2915292.750000 Penalty: 3319.568115
	Iteration 87Q: 3 clusters Score -2915293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2915292.500000 Penalty: 3319.568115
	Iteration 88Q: 3 clusters Score -2915292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -2915293.250000 Penalty: 3319.568115
	Iteration 89Q: 3 clusters Score -2915293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -2915298.750000 Penalty: 3319.568115
	Iteration 90Q: 3 clusters Score -2915299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2915299.750000 Penalty: 3319.568115
	Iteration 91Q: 3 clusters Score -2915300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -2915298.500000 Penalty: 3319.568115
	Iteration 92Q: 3 clusters Score -2915298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2915301.500000 Penalty: 3319.568115
	Iteration 93Q: 3 clusters Score -2915302 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2915306.250000 Penalty: 3319.568115
	Iteration 94Q: 3 clusters Score -2915306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2915304.000000 Penalty: 3319.568115
	Iteration 95Q: 3 clusters Score -2915304 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2915307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2915304.000000 Penalty: 3319.568115
	Iteration 97Q: 3 clusters Score -2915304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2915304.750000 Penalty: 3319.568115
	Iteration 98Q: 3 clusters Score -2915305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2915311.500000 Penalty: 3319.568115
	Iteration 99Q: 3 clusters Score -2915312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2915309.250000 Penalty: 3319.568115
	Iteration 100F: 3 clusters Score -2915309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2915307.750000 Penalty: 3319.568115
	Iteration 101Q: 3 clusters Score -2915308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2915311.500000 Penalty: 3319.568115
	Iteration 102Q: 3 clusters Score -2915312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2915310.000000 Penalty: 3319.568115
	Iteration 103Q: 3 clusters Score -2915310 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -2915309.750000 Penalty: 3319.568115
	Iteration 104Q: 3 clusters Score -2915310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2915312.500000 Penalty: 3319.568115
	Iteration 105Q: 3 clusters Score -2915312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2915309.750000 Penalty: 3319.568115
	Iteration 106Q: 3 clusters Score -2915310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2915308.250000 Penalty: 3319.568115
	Iteration 107Q: 3 clusters Score -2915308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2915307.000000 Penalty: 3319.568115
	Iteration 108Q: 3 clusters Score -2915307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2915308.750000 Penalty: 3319.568115
	Iteration 109Q: 3 clusters Score -2915309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2915307.500000 Penalty: 3319.568115
	Iteration 110Q: 3 clusters Score -2915308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2915309.250000 Penalty: 3319.568115
	Iteration 111Q: 3 clusters Score -2915309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2915306.000000 Penalty: 3319.568115
	Iteration 112Q: 3 clusters Score -2915306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2915306.750000 Penalty: 3319.568115
	Iteration 113Q: 3 clusters Score -2915307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2915306.750000 Penalty: 3319.568115
	Iteration 114F: 3 clusters Score -2915307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Entering Unmasked Estep 
Score: -3801883.500000 Penalty: 1703.007202
	Iteration 0F: 2 clusters Score -3801884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3777947.000000 Penalty: 3406.014404
	Iteration 0F: 3 clusters Score -3777947 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3787360.000000 Penalty: 3406.014404
	Iteration 1F: 3 clusters Score -3787360 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3787780.750000 Penalty: 3406.014404
	Iteration 2Q: 3 clusters Score -3787781 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3788266.000000 Penalty: 3406.014404
	Iteration 3Q: 3 clusters Score -3788266 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3788897.500000 Penalty: 3406.014404
	Iteration 4Q: 3 clusters Score -3788898 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3789901.750000 Penalty: 3406.014404
	Iteration 5F: 3 clusters Score -3789902 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3791448.000000 Penalty: 3406.014404
	Iteration 6F: 3 clusters Score -3791448 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3793694.250000 Penalty: 3406.014404
	Iteration 7F: 3 clusters Score -3793694 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3796222.000000 Penalty: 3406.014404
	Iteration 8F: 3 clusters Score -3796222 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3798256.500000 Penalty: 3406.014404
	Iteration 9F: 3 clusters Score -3798256 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3799516.500000 Penalty: 3406.014404
	Iteration 10Q: 3 clusters Score -3799516 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -3800085.750000 Penalty: 3406.014404
	Iteration 11Q: 3 clusters Score -3800086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3800323.750000 Penalty: 3406.014404
	Iteration 12Q: 3 clusters Score -3800324 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3800399.750000 Penalty: 3406.014404
	Iteration 13Q: 3 clusters Score -3800400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -3800460.000000 Penalty: 3406.014404
	Iteration 14Q: 3 clusters Score -3800460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -3800499.000000 Penalty: 3406.014404
	Iteration 15Q: 3 clusters Score -3800499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3800529.250000 Penalty: 3406.014404
	Iteration 16Q: 3 clusters Score -3800529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3800546.750000 Penalty: 3406.014404
	Iteration 17Q: 3 clusters Score -3800547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -3800553.500000 Penalty: 3406.014404
	Iteration 18Q: 3 clusters Score -3800554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3800561.000000 Penalty: 3406.014404
	Iteration 19Q: 3 clusters Score -3800561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3800572.750000 Penalty: 3406.014404
	Iteration 20F: 3 clusters Score -3800573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -3800584.000000 Penalty: 3406.014404
	Iteration 21Q: 3 clusters Score -3800584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -3800591.000000 Penalty: 3406.014404
	Iteration 22Q: 3 clusters Score -3800591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -3800595.750000 Penalty: 3406.014404
	Iteration 23Q: 3 clusters Score -3800596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -3800595.750000 Penalty: 3406.014404
	Iteration 24F: 3 clusters Score -3800596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -264439.156250 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -264439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262023.546875 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -262023.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -262680.531250 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -262680.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -262826.281250 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -262826.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -262912.062500 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -262912.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -262962.843750 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -262962.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -263002.781250 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -263002.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -263036.062500 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -263036.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263060.875000 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -263060.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263075.937500 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -263075.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -263090.375000 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -263090.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263104.343750 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -263104.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -263115.625000 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -263115.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -263127.375000 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -263127.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -263139.500000 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -263139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -263152.500000 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -263152.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263163.937500 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -263163.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -263173.781250 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -263173.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263182.531250 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -263182.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263191.375000 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -263191.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -263203.031250 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -263203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263214.562500 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -263214.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263234.437500 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -263234.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -263263.437500 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -263263.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263296.250000 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -263296.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263330.281250 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -263330.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263371.312500 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -263371.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -263409.656250 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -263409.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -263433.937500 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -263433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -263455.093750 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -263455.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263477.625000 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -263477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -263502.968750 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -263503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -263527.437500 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -263527.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -263555.875000 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -263555.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -263571.843750 Penalty: 2548.740723
	Iteration 33Q: 3 clusters Score -263571.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -263585.562500 Penalty: 2548.740723
	Iteration 34Q: 3 clusters Score -263585.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263606.687500 Penalty: 2548.740723
	Iteration 35Q: 3 clusters Score -263606.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -263624.406250 Penalty: 2548.740723
	Iteration 36Q: 3 clusters Score -263624.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -263638.250000 Penalty: 2548.740723
	Iteration 37Q: 3 clusters Score -263638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -263650.812500 Penalty: 2548.740723
	Iteration 38Q: 3 clusters Score -263650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -263658.625000 Penalty: 2548.740723
	Iteration 39Q: 3 clusters Score -263658.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -263671.000000 Penalty: 2548.740723
	Iteration 40F: 3 clusters Score -263671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -263680.625000 Penalty: 2548.740723
	Iteration 41Q: 3 clusters Score -263680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -263693.750000 Penalty: 2548.740723
	Iteration 42Q: 3 clusters Score -263693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -263706.968750 Penalty: 2548.740723
	Iteration 43Q: 3 clusters Score -263707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263723.031250 Penalty: 2548.740723
	Iteration 44Q: 3 clusters Score -263723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -263742.593750 Penalty: 2548.740723
	Iteration 45Q: 3 clusters Score -263742.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -263759.093750 Penalty: 2548.740723
	Iteration 46Q: 3 clusters Score -263759.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -263776.031250 Penalty: 2548.740723
	Iteration 47Q: 3 clusters Score -263776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263795.500000 Penalty: 2548.740723
	Iteration 48Q: 3 clusters Score -263795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -263808.718750 Penalty: 2548.740723
	Iteration 49Q: 3 clusters Score -263808.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -263821.000000 Penalty: 2548.740723
	Iteration 50Q: 3 clusters Score -263821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -263831.281250 Penalty: 2548.740723
	Iteration 51Q: 3 clusters Score -263831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -263837.718750 Penalty: 2548.740723
	Iteration 52Q: 3 clusters Score -263837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -263839.718750 Penalty: 2548.740723
	Iteration 53Q: 3 clusters Score -263839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -263841.812500 Penalty: 2548.740723
	Iteration 54Q: 3 clusters Score -263841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -263842.281250 Penalty: 2548.740723
	Iteration 55Q: 3 clusters Score -263842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -263842.281250 Penalty: 2548.740723
	Iteration 56F: 3 clusters Score -263842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Entering Unmasked Estep 
Score: -4981757.500000 Penalty: 1747.021118
	Iteration 0F: 2 clusters Score -4981758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4950526.500000 Penalty: 3494.042236
	Iteration 0F: 3 clusters Score -4950526 nChanged 21786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4963013.000000 Penalty: 3494.042236
	Iteration 1F: 3 clusters Score -4963013 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -4963436.500000 Penalty: 3494.042236
	Iteration 2Q: 3 clusters Score -4963436 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4963888.000000 Penalty: 3494.042236
	Iteration 3Q: 3 clusters Score -4963888 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4964400.000000 Penalty: 3494.042236
	Iteration 4Q: 3 clusters Score -4964400 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4964971.000000 Penalty: 3494.042236
	Iteration 5Q: 3 clusters Score -4964971 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4965713.500000 Penalty: 3494.042236
	Iteration 6Q: 3 clusters Score -4965714 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4966760.000000 Penalty: 3494.042236
	Iteration 7Q: 3 clusters Score -4966760 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4968291.500000 Penalty: 3494.042236
	Iteration 8F: 3 clusters Score -4968292 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4970191.000000 Penalty: 3494.042236
	Iteration 9F: 3 clusters Score -4970191 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4972206.500000 Penalty: 3494.042236
	Iteration 10F: 3 clusters Score -4972206 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4973817.000000 Penalty: 3494.042236
	Iteration 11Q: 3 clusters Score -4973817 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4975117.000000 Penalty: 3494.042236
	Iteration 12Q: 3 clusters Score -4975117 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4975971.500000 Penalty: 3494.042236
	Iteration 13Q: 3 clusters Score -4975972 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4976619.000000 Penalty: 3494.042236
	Iteration 14Q: 3 clusters Score -4976619 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4977132.000000 Penalty: 3494.042236
	Iteration 15Q: 3 clusters Score -4977132 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4977534.500000 Penalty: 3494.042236
	Iteration 16Q: 3 clusters Score -4977534 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -4977967.500000 Penalty: 3494.042236
	Iteration 17Q: 3 clusters Score -4977968 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -4978312.500000 Penalty: 3494.042236
	Iteration 18Q: 3 clusters Score -4978312 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -4978631.000000 Penalty: 3494.042236
	Iteration 19Q: 3 clusters Score -4978631 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -4978922.000000 Penalty: 3494.042236
	Iteration 20F: 3 clusters Score -4978922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -4979175.500000 Penalty: 3494.042236
	Iteration 21Q: 3 clusters Score -4979176 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -4979425.000000 Penalty: 3494.042236
	Iteration 22Q: 3 clusters Score -4979425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -4979628.500000 Penalty: 3494.042236
	Iteration 23Q: 3 clusters Score -4979628 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -4979796.000000 Penalty: 3494.042236
	Iteration 24Q: 3 clusters Score -4979796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -4979925.500000 Penalty: 3494.042236
	Iteration 25Q: 3 clusters Score -4979926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -4980049.500000 Penalty: 3494.042236
	Iteration 26Q: 3 clusters Score -4980050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -4980116.000000 Penalty: 3494.042236
	Iteration 27Q: 3 clusters Score -4980116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -4980168.500000 Penalty: 3494.042236
	Iteration 28Q: 3 clusters Score -4980168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4980205.500000 Penalty: 3494.042236
	Iteration 29Q: 3 clusters Score -4980206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -4980223.500000 Penalty: 3494.042236
	Iteration 30Q: 3 clusters Score -4980224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -4980241.500000 Penalty: 3494.042236
	Iteration 31Q: 3 clusters Score -4980242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -4980258.500000 Penalty: 3494.042236
	Iteration 32Q: 3 clusters Score -4980258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -4980271.500000 Penalty: 3494.042236
	Iteration 33Q: 3 clusters Score -4980272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -4980283.500000 Penalty: 3494.042236
	Iteration 34Q: 3 clusters Score -4980284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -4980280.000000 Penalty: 3494.042236
	Iteration 35Q: 3 clusters Score -4980280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -4980284.000000 Penalty: 3494.042236
	Iteration 36Q: 3 clusters Score -4980284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -4980283.500000 Penalty: 3494.042236
	Iteration 37Q: 3 clusters Score -4980284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -4980288.500000 Penalty: 3494.042236
	Iteration 38Q: 3 clusters Score -4980288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -4980287.000000 Penalty: 3494.042236
	Iteration 39Q: 3 clusters Score -4980287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -4980295.000000 Penalty: 3494.042236
	Iteration 40F: 3 clusters Score -4980295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -4980301.000000 Penalty: 3494.042236
	Iteration 41Q: 3 clusters Score -4980301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -4980304.000000 Penalty: 3494.042236
	Iteration 42Q: 3 clusters Score -4980304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -4980303.500000 Penalty: 3494.042236
	Iteration 43Q: 3 clusters Score -4980304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -4980304.500000 Penalty: 3494.042236
	Iteration 44Q: 3 clusters Score -4980304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -4980307.000000 Penalty: 3494.042236
	Iteration 45Q: 3 clusters Score -4980307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -4980309.000000 Penalty: 3494.042236
	Iteration 46Q: 3 clusters Score -4980309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -4980308.000000 Penalty: 3494.042236
	Iteration 47Q: 3 clusters Score -4980308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -4980308.000000 Penalty: 3494.042236
	Iteration 48F: 3 clusters Score -4980308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Entering Unmasked Estep 
Score: -3498265.750000 Penalty: 1689.298096
	Iteration 0F: 2 clusters Score -3498266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3476207.250000 Penalty: 3378.596191
	Iteration 0F: 3 clusters Score -3476207 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3484740.750000 Penalty: 3378.596191
	Iteration 1F: 3 clusters Score -3484741 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3485157.500000 Penalty: 3378.596191
	Iteration 2Q: 3 clusters Score -3485158 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3485528.500000 Penalty: 3378.596191
	Iteration 3Q: 3 clusters Score -3485528 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3485931.250000 Penalty: 3378.596191
	Iteration 4Q: 3 clusters Score -3485931 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3486320.250000 Penalty: 3378.596191
	Iteration 5Q: 3 clusters Score -3486320 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3486796.750000 Penalty: 3378.596191
	Iteration 6Q: 3 clusters Score -3486797 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3487335.000000 Penalty: 3378.596191
	Iteration 7Q: 3 clusters Score -3487335 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3487962.000000 Penalty: 3378.596191
	Iteration 8Q: 3 clusters Score -3487962 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3488662.000000 Penalty: 3378.596191
	Iteration 9Q: 3 clusters Score -3488662 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3489481.500000 Penalty: 3378.596191
	Iteration 10Q: 3 clusters Score -3489482 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3490470.500000 Penalty: 3378.596191
	Iteration 11Q: 3 clusters Score -3490470 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3491577.250000 Penalty: 3378.596191
	Iteration 12F: 3 clusters Score -3491577 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3492574.500000 Penalty: 3378.596191
	Iteration 13Q: 3 clusters Score -3492574 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3493248.000000 Penalty: 3378.596191
	Iteration 14Q: 3 clusters Score -3493248 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3493556.250000 Penalty: 3378.596191
	Iteration 15Q: 3 clusters Score -3493556 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3493718.500000 Penalty: 3378.596191
	Iteration 16Q: 3 clusters Score -3493718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3493813.250000 Penalty: 3378.596191
	Iteration 17Q: 3 clusters Score -3493813 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3493873.750000 Penalty: 3378.596191
	Iteration 18Q: 3 clusters Score -3493874 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3493910.500000 Penalty: 3378.596191
	Iteration 19Q: 3 clusters Score -3493910 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3493942.000000 Penalty: 3378.596191
	Iteration 20F: 3 clusters Score -3493942 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3493984.750000 Penalty: 3378.596191
	Iteration 21Q: 3 clusters Score -3493985 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3494017.500000 Penalty: 3378.596191
	Iteration 22Q: 3 clusters Score -3494018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3494037.000000 Penalty: 3378.596191
	Iteration 23Q: 3 clusters Score -3494037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3494054.000000 Penalty: 3378.596191
	Iteration 24Q: 3 clusters Score -3494054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3494066.750000 Penalty: 3378.596191
	Iteration 25Q: 3 clusters Score -3494067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3494082.250000 Penalty: 3378.596191
	Iteration 26Q: 3 clusters Score -3494082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3494095.000000 Penalty: 3378.596191
	Iteration 27Q: 3 clusters Score -3494095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3494113.500000 Penalty: 3378.596191
	Iteration 28Q: 3 clusters Score -3494114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3494132.000000 Penalty: 3378.596191
	Iteration 29Q: 3 clusters Score -3494132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3494135.750000 Penalty: 3378.596191
	Iteration 30Q: 3 clusters Score -3494136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3494146.000000 Penalty: 3378.596191
	Iteration 31Q: 3 clusters Score -3494146 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3494170.250000 Penalty: 3378.596191
	Iteration 32Q: 3 clusters Score -3494170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3494174.750000 Penalty: 3378.596191
	Iteration 33Q: 3 clusters Score -3494175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3494192.750000 Penalty: 3378.596191
	Iteration 34Q: 3 clusters Score -3494193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3494208.250000 Penalty: 3378.596191
	Iteration 35Q: 3 clusters Score -3494208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3494230.750000 Penalty: 3378.596191
	Iteration 36Q: 3 clusters Score -3494231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3494257.000000 Penalty: 3378.596191
	Iteration 37Q: 3 clusters Score -3494257 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3494276.250000 Penalty: 3378.596191
	Iteration 38Q: 3 clusters Score -3494276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3494284.000000 Penalty: 3378.596191
	Iteration 39Q: 3 clusters Score -3494284 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3494312.500000 Penalty: 3378.596191
	Iteration 40F: 3 clusters Score -3494312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3494328.750000 Penalty: 3378.596191
	Iteration 41Q: 3 clusters Score -3494329 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3494360.250000 Penalty: 3378.596191
	Iteration 42Q: 3 clusters Score -3494360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3494400.500000 Penalty: 3378.596191
	Iteration 43Q: 3 clusters Score -3494400 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3494430.750000 Penalty: 3378.596191
	Iteration 44Q: 3 clusters Score -3494431 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3494460.000000 Penalty: 3378.596191
	Iteration 45Q: 3 clusters Score -3494460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3494497.000000 Penalty: 3378.596191
	Iteration 46Q: 3 clusters Score -3494497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3494523.500000 Penalty: 3378.596191
	Iteration 47Q: 3 clusters Score -3494524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3494540.750000 Penalty: 3378.596191
	Iteration 48Q: 3 clusters Score -3494541 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3494579.750000 Penalty: 3378.596191
	Iteration 49Q: 3 clusters Score -3494580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3494624.000000 Penalty: 3378.596191
	Iteration 50Q: 3 clusters Score -3494624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3494655.500000 Penalty: 3378.596191
	Iteration 51Q: 3 clusters Score -3494656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3494694.500000 Penalty: 3378.596191
	Iteration 52Q: 3 clusters Score -3494694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3494725.750000 Penalty: 3378.596191
	Iteration 53Q: 3 clusters Score -3494726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3494765.000000 Penalty: 3378.596191
	Iteration 54Q: 3 clusters Score -3494765 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3494815.750000 Penalty: 3378.596191
	Iteration 55Q: 3 clusters Score -3494816 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3494850.500000 Penalty: 3378.596191
	Iteration 56Q: 3 clusters Score -3494850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3494899.000000 Penalty: 3378.596191
	Iteration 57Q: 3 clusters Score -3494899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3494934.000000 Penalty: 3378.596191
	Iteration 58Q: 3 clusters Score -3494934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3494968.750000 Penalty: 3378.596191
	Iteration 59Q: 3 clusters Score -3494969 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3495007.250000 Penalty: 3378.596191
	Iteration 60F: 3 clusters Score -3495007 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3495035.500000 Penalty: 3378.596191
	Iteration 61Q: 3 clusters Score -3495036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3495092.750000 Penalty: 3378.596191
	Iteration 62Q: 3 clusters Score -3495093 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3495137.750000 Penalty: 3378.596191
	Iteration 63Q: 3 clusters Score -3495138 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3495205.250000 Penalty: 3378.596191
	Iteration 64Q: 3 clusters Score -3495205 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3495258.500000 Penalty: 3378.596191
	Iteration 65Q: 3 clusters Score -3495258 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3495320.000000 Penalty: 3378.596191
	Iteration 66Q: 3 clusters Score -3495320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3495371.750000 Penalty: 3378.596191
	Iteration 67Q: 3 clusters Score -3495372 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3495440.250000 Penalty: 3378.596191
	Iteration 68Q: 3 clusters Score -3495440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3495504.750000 Penalty: 3378.596191
	Iteration 69Q: 3 clusters Score -3495505 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3495569.000000 Penalty: 3378.596191
	Iteration 70Q: 3 clusters Score -3495569 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3495647.500000 Penalty: 3378.596191
	Iteration 71Q: 3 clusters Score -3495648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3495701.750000 Penalty: 3378.596191
	Iteration 72Q: 3 clusters Score -3495702 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3495768.000000 Penalty: 3378.596191
	Iteration 73Q: 3 clusters Score -3495768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3495827.500000 Penalty: 3378.596191
	Iteration 74Q: 3 clusters Score -3495828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3495905.250000 Penalty: 3378.596191
	Iteration 75Q: 3 clusters Score -3495905 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3495984.000000 Penalty: 3378.596191
	Iteration 76Q: 3 clusters Score -3495984 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3496083.750000 Penalty: 3378.596191
	Iteration 77Q: 3 clusters Score -3496084 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3496149.750000 Penalty: 3378.596191
	Iteration 78Q: 3 clusters Score -3496150 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3496207.000000 Penalty: 3378.596191
	Iteration 79Q: 3 clusters Score -3496207 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3496264.500000 Penalty: 3378.596191
	Iteration 80F: 3 clusters Score -3496264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3496317.000000 Penalty: 3378.596191
	Iteration 81Q: 3 clusters Score -3496317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3496370.000000 Penalty: 3378.596191
	Iteration 82Q: 3 clusters Score -3496370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3496422.500000 Penalty: 3378.596191
	Iteration 83Q: 3 clusters Score -3496422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3496470.500000 Penalty: 3378.596191
	Iteration 84Q: 3 clusters Score -3496470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -3496514.250000 Penalty: 3378.596191
	Iteration 85Q: 3 clusters Score -3496514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3496563.250000 Penalty: 3378.596191
	Iteration 86Q: 3 clusters Score -3496563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3496597.750000 Penalty: 3378.596191
	Iteration 87Q: 3 clusters Score -3496598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3496629.750000 Penalty: 3378.596191
	Iteration 88Q: 3 clusters Score -3496630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3496671.250000 Penalty: 3378.596191
	Iteration 89Q: 3 clusters Score -3496671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3496700.000000 Penalty: 3378.596191
	Iteration 90Q: 3 clusters Score -3496700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3496725.750000 Penalty: 3378.596191
	Iteration 91Q: 3 clusters Score -3496726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -3496736.500000 Penalty: 3378.596191
	Iteration 92Q: 3 clusters Score -3496736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3496756.500000 Penalty: 3378.596191
	Iteration 93Q: 3 clusters Score -3496756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3496764.750000 Penalty: 3378.596191
	Iteration 94Q: 3 clusters Score -3496765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -3496775.500000 Penalty: 3378.596191
	Iteration 95Q: 3 clusters Score -3496776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3496782.250000 Penalty: 3378.596191
	Iteration 96Q: 3 clusters Score -3496782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3496793.500000 Penalty: 3378.596191
	Iteration 97Q: 3 clusters Score -3496794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3496796.250000 Penalty: 3378.596191
	Iteration 98Q: 3 clusters Score -3496796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3496809.500000 Penalty: 3378.596191
	Iteration 99Q: 3 clusters Score -3496810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3496814.000000 Penalty: 3378.596191
	Iteration 100F: 3 clusters Score -3496814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3496815.750000 Penalty: 3378.596191
	Iteration 101Q: 3 clusters Score -3496816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3496819.000000 Penalty: 3378.596191
	Iteration 102Q: 3 clusters Score -3496819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3496820.500000 Penalty: 3378.596191
	Iteration 103Q: 3 clusters Score -3496820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3496825.250000 Penalty: 3378.596191
	Iteration 104Q: 3 clusters Score -3496825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3496824.000000 Penalty: 3378.596191
	Iteration 105Q: 3 clusters Score -3496824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3496829.500000 Penalty: 3378.596191
	Iteration 106Q: 3 clusters Score -3496830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3496831.000000 Penalty: 3378.596191
	Iteration 107Q: 3 clusters Score -3496831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3496830.000000 Penalty: 3378.596191
	Iteration 108Q: 3 clusters Score -3496830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -3496838.750000 Penalty: 3378.596191
	Iteration 109Q: 3 clusters Score -3496839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -3496840.500000 Penalty: 3378.596191
	Iteration 110Q: 3 clusters Score -3496840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3496842.750000 Penalty: 3378.596191
	Iteration 111Q: 3 clusters Score -3496843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3496842.000000 Penalty: 3378.596191
	Iteration 112Q: 3 clusters Score -3496842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3496847.000000 Penalty: 3378.596191
	Iteration 113Q: 3 clusters Score -3496847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3496846.000000 Penalty: 3378.596191
	Iteration 114Q: 3 clusters Score -3496846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3496844.000000 Penalty: 3378.596191
	Iteration 115Q: 3 clusters Score -3496844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3496844.000000 Penalty: 3378.596191
	Iteration 116F: 3 clusters Score -3496844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -376219.437500 Penalty: 1329.711304
	Iteration 0F: 2 clusters Score -376219.4 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 1787 members 
Entering Unmasked Estep 
Score: -373114.968750 Penalty: 2659.422607
	Iteration 0F: 3 clusters Score -373115 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373848.281250 Penalty: 2659.422607
	Iteration 1F: 3 clusters Score -373848.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -373978.000000 Penalty: 2659.422607
	Iteration 2F: 3 clusters Score -373978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -374062.031250 Penalty: 2659.422607
	Iteration 3Q: 3 clusters Score -374062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -374112.031250 Penalty: 2659.422607
	Iteration 4Q: 3 clusters Score -374112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -374145.437500 Penalty: 2659.422607
	Iteration 5Q: 3 clusters Score -374145.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -374177.000000 Penalty: 2659.422607
	Iteration 6Q: 3 clusters Score -374177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -374200.156250 Penalty: 2659.422607
	Iteration 7Q: 3 clusters Score -374200.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -374212.250000 Penalty: 2659.422607
	Iteration 8Q: 3 clusters Score -374212.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -374223.656250 Penalty: 2659.422607
	Iteration 9Q: 3 clusters Score -374223.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -374237.125000 Penalty: 2659.422607
	Iteration 10Q: 3 clusters Score -374237.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -374248.656250 Penalty: 2659.422607
	Iteration 11Q: 3 clusters Score -374248.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -374262.000000 Penalty: 2659.422607
	Iteration 12Q: 3 clusters Score -374262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -374275.031250 Penalty: 2659.422607
	Iteration 13Q: 3 clusters Score -374275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -374288.406250 Penalty: 2659.422607
	Iteration 14Q: 3 clusters Score -374288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -374302.343750 Penalty: 2659.422607
	Iteration 15Q: 3 clusters Score -374302.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -374315.937500 Penalty: 2659.422607
	Iteration 16Q: 3 clusters Score -374315.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -374329.437500 Penalty: 2659.422607
	Iteration 17Q: 3 clusters Score -374329.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -374342.250000 Penalty: 2659.422607
	Iteration 18Q: 3 clusters Score -374342.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -374357.406250 Penalty: 2659.422607
	Iteration 19Q: 3 clusters Score -374357.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374371.250000 Penalty: 2659.422607
	Iteration 20F: 3 clusters Score -374371.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -374387.968750 Penalty: 2659.422607
	Iteration 21Q: 3 clusters Score -374388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374410.843750 Penalty: 2659.422607
	Iteration 22Q: 3 clusters Score -374410.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -374432.687500 Penalty: 2659.422607
	Iteration 23Q: 3 clusters Score -374432.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -374460.312500 Penalty: 2659.422607
	Iteration 24Q: 3 clusters Score -374460.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -374488.343750 Penalty: 2659.422607
	Iteration 25Q: 3 clusters Score -374488.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -374533.750000 Penalty: 2659.422607
	Iteration 26Q: 3 clusters Score -374533.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -374577.968750 Penalty: 2659.422607
	Iteration 27Q: 3 clusters Score -374578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -374635.375000 Penalty: 2659.422607
	Iteration 28Q: 3 clusters Score -374635.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -374690.562500 Penalty: 2659.422607
	Iteration 29Q: 3 clusters Score -374690.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -374747.093750 Penalty: 2659.422607
	Iteration 30Q: 3 clusters Score -374747.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -374789.531250 Penalty: 2659.422607
	Iteration 31Q: 3 clusters Score -374789.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -374828.312500 Penalty: 2659.422607
	Iteration 32Q: 3 clusters Score -374828.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -374876.218750 Penalty: 2659.422607
	Iteration 33Q: 3 clusters Score -374876.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -374919.718750 Penalty: 2659.422607
	Iteration 34Q: 3 clusters Score -374919.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -374955.250000 Penalty: 2659.422607
	Iteration 35Q: 3 clusters Score -374955.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -374984.156250 Penalty: 2659.422607
	Iteration 36Q: 3 clusters Score -374984.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -375001.250000 Penalty: 2659.422607
	Iteration 37Q: 3 clusters Score -375001.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -375017.250000 Penalty: 2659.422607
	Iteration 38Q: 3 clusters Score -375017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -375026.718750 Penalty: 2659.422607
	Iteration 39Q: 3 clusters Score -375026.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -375033.187500 Penalty: 2659.422607
	Iteration 40F: 3 clusters Score -375033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -375042.437500 Penalty: 2659.422607
	Iteration 41Q: 3 clusters Score -375042.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -375050.812500 Penalty: 2659.422607
	Iteration 42Q: 3 clusters Score -375050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -375058.062500 Penalty: 2659.422607
	Iteration 43Q: 3 clusters Score -375058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -375061.687500 Penalty: 2659.422607
	Iteration 44Q: 3 clusters Score -375061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -375063.875000 Penalty: 2659.422607
	Iteration 45Q: 3 clusters Score -375063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -375064.250000 Penalty: 2659.422607
	Iteration 46Q: 3 clusters Score -375064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -375065.343750 Penalty: 2659.422607
	Iteration 47Q: 3 clusters Score -375065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -375065.343750 Penalty: 2659.422607
	Iteration 48F: 3 clusters Score -375065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Entering Unmasked Estep 
Score: -5349262.500000 Penalty: 1757.882202
	Iteration 0F: 2 clusters Score -5349262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5315968.000000 Penalty: 3515.764404
	Iteration 0F: 3 clusters Score -5315968 nChanged 23396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -5329525.000000 Penalty: 3515.764404
	Iteration 1F: 3 clusters Score -5329525 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -5330455.500000 Penalty: 3515.764404
	Iteration 2Q: 3 clusters Score -5330456 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5331679.000000 Penalty: 3515.764404
	Iteration 3Q: 3 clusters Score -5331679 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -5333533.500000 Penalty: 3515.764404
	Iteration 4F: 3 clusters Score -5333534 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5335792.000000 Penalty: 3515.764404
	Iteration 5F: 3 clusters Score -5335792 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5338138.500000 Penalty: 3515.764404
	Iteration 6F: 3 clusters Score -5338138 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5340117.500000 Penalty: 3515.764404
	Iteration 7F: 3 clusters Score -5340118 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -5341707.000000 Penalty: 3515.764404
	Iteration 8Q: 3 clusters Score -5341707 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5342844.500000 Penalty: 3515.764404
	Iteration 9Q: 3 clusters Score -5342844 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5343841.000000 Penalty: 3515.764404
	Iteration 10Q: 3 clusters Score -5343841 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5344695.500000 Penalty: 3515.764404
	Iteration 11Q: 3 clusters Score -5344696 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5345355.000000 Penalty: 3515.764404
	Iteration 12Q: 3 clusters Score -5345355 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -5345897.000000 Penalty: 3515.764404
	Iteration 13Q: 3 clusters Score -5345897 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5346292.000000 Penalty: 3515.764404
	Iteration 14Q: 3 clusters Score -5346292 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5346659.000000 Penalty: 3515.764404
	Iteration 15Q: 3 clusters Score -5346659 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -5346932.000000 Penalty: 3515.764404
	Iteration 16Q: 3 clusters Score -5346932 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -5347098.000000 Penalty: 3515.764404
	Iteration 17Q: 3 clusters Score -5347098 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -5347260.000000 Penalty: 3515.764404
	Iteration 18Q: 3 clusters Score -5347260 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -5347362.000000 Penalty: 3515.764404
	Iteration 19Q: 3 clusters Score -5347362 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -5347451.000000 Penalty: 3515.764404
	Iteration 20F: 3 clusters Score -5347451 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -5347540.000000 Penalty: 3515.764404
	Iteration 21Q: 3 clusters Score -5347540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -5347594.000000 Penalty: 3515.764404
	Iteration 22Q: 3 clusters Score -5347594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -5347637.000000 Penalty: 3515.764404
	Iteration 23Q: 3 clusters Score -5347637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -5347669.500000 Penalty: 3515.764404
	Iteration 24Q: 3 clusters Score -5347670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5347693.500000 Penalty: 3515.764404
	Iteration 25Q: 3 clusters Score -5347694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -5347706.500000 Penalty: 3515.764404
	Iteration 26Q: 3 clusters Score -5347706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -5347719.000000 Penalty: 3515.764404
	Iteration 27Q: 3 clusters Score -5347719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -5347735.000000 Penalty: 3515.764404
	Iteration 28Q: 3 clusters Score -5347735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5347743.000000 Penalty: 3515.764404
	Iteration 29Q: 3 clusters Score -5347743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -5347748.500000 Penalty: 3515.764404
	Iteration 30Q: 3 clusters Score -5347748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -5347761.000000 Penalty: 3515.764404
	Iteration 31Q: 3 clusters Score -5347761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -5347770.000000 Penalty: 3515.764404
	Iteration 32Q: 3 clusters Score -5347770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -5347771.000000 Penalty: 3515.764404
	Iteration 33Q: 3 clusters Score -5347771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -5347777.500000 Penalty: 3515.764404
	Iteration 34Q: 3 clusters Score -5347778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -5347782.500000 Penalty: 3515.764404
	Iteration 35Q: 3 clusters Score -5347782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -5347784.500000 Penalty: 3515.764404
	Iteration 36Q: 3 clusters Score -5347784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5347782.000000 Penalty: 3515.764404
	Iteration 37Q: 3 clusters Score -5347782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5347784.000000 Penalty: 3515.764404
	Iteration 38Q: 3 clusters Score -5347784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -5347786.000000 Penalty: 3515.764404
	Iteration 39Q: 3 clusters Score -5347786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -5347783.500000 Penalty: 3515.764404
	Iteration 40F: 3 clusters Score -5347784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -5347788.500000 Penalty: 3515.764404
	Iteration 41Q: 3 clusters Score -5347788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -5347787.000000 Penalty: 3515.764404
	Iteration 42Q: 3 clusters Score -5347787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5347789.000000 Penalty: 3515.764404
	Iteration 43Q: 3 clusters Score -5347789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -5347789.000000 Penalty: 3515.764404
	Iteration 44Q: 3 clusters Score -5347789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -5347792.000000 Penalty: 3515.764404
	Iteration 45Q: 3 clusters Score -5347792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -5347794.000000 Penalty: 3515.764404
	Iteration 46Q: 3 clusters Score -5347794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5347795.500000 Penalty: 3515.764404
	Iteration 47Q: 3 clusters Score -5347796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -5347799.500000 Penalty: 3515.764404
	Iteration 48Q: 3 clusters Score -5347800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -5347799.500000 Penalty: 3515.764404
	Iteration 49F: 3 clusters Score -5347800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Entering Unmasked Estep 
Score: -1909182.750000 Penalty: 1590.699219
	Iteration 0F: 2 clusters Score -1909183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1896945.750000 Penalty: 3181.398438
	Iteration 0F: 3 clusters Score -1896946 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1901500.625000 Penalty: 3181.398438
	Iteration 1F: 3 clusters Score -1901501 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1901911.375000 Penalty: 3181.398438
	Iteration 2F: 3 clusters Score -1901911 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1902300.750000 Penalty: 3181.398438
	Iteration 3Q: 3 clusters Score -1902301 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1902699.375000 Penalty: 3181.398438
	Iteration 4Q: 3 clusters Score -1902699 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1903154.250000 Penalty: 3181.398438
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1904448 nChanged 989
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1905894 nChanged 461
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1906054 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1906159 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1906246 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1906341 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1906435 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1906518 nChanged 252
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Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1906608 nChanged 250
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Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1906691 nChanged 268
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Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1906799 nChanged 245
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Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1906869.500000 Penalty: 3181.398438
	Iteration 20F: 3 clusters Score -1906870 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1906932.500000 Penalty: 3181.398438
	Iteration 21Q: 3 clusters Score -1906932 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1906980 nChanged 186
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Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1907034 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1907092 nChanged 185
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Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1907151 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1907214 nChanged 180
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Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1907268 nChanged 157
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Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1907305 nChanged 149
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1907340 nChanged 146
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Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1907376 nChanged 126
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Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1907399 nChanged 126
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Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1907427 nChanged 118
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Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1907456 nChanged 119
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Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1907478 nChanged 97
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Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1907508 nChanged 111
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Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1907527 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1907552 nChanged 107
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Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1907577 nChanged 99
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Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3635 members 
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	Iteration 39Q: 3 clusters Score -1907597 nChanged 88
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Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1907623 nChanged 95
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Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1907647 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1907662 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1907674 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1907689 nChanged 67
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Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1907704 nChanged 70
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Mstep: Class 1 contains 14760 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1907721 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1907734 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1907756 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1907774 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1907789 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1907794 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2651 members 
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	Iteration 52Q: 3 clusters Score -1907811 nChanged 60
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Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1907820 nChanged 48
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Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1907828 nChanged 44
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Mstep: Class 1 contains 15336 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1907831 nChanged 39
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Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1907843 nChanged 41
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Mstep: Class 1 contains 15416 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1907849 nChanged 53
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Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1907860 nChanged 48
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Mstep: Class 1 contains 15517 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1907869 nChanged 30
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Mstep: Class 1 contains 15547 members 
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Entering Unmasked Estep 
Score: -1907873.375000 Penalty: 3181.398438
	Iteration 60F: 3 clusters Score -1907873 nChanged 26
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Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1907876 nChanged 28
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Mstep: Class 1 contains 15601 members 
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Entering Unmasked Estep 
Score: -1907881.000000 Penalty: 3181.398438
	Iteration 62Q: 3 clusters Score -1907881 nChanged 28
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Mstep: Class 1 contains 15629 members 
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	Iteration 63Q: 3 clusters Score -1907889 nChanged 33
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Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1907890 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2141 members 
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Score: -1907896.000000 Penalty: 3181.398438
	Iteration 65Q: 3 clusters Score -1907896 nChanged 28
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Mstep: Class 1 contains 15722 members 
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Score: -1907902.250000 Penalty: 3181.398438
	Iteration 66Q: 3 clusters Score -1907902 nChanged 26
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Mstep: Class 1 contains 15748 members 
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Score: -1907907.625000 Penalty: 3181.398438
	Iteration 67Q: 3 clusters Score -1907908 nChanged 30
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Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1907920.000000 Penalty: 3181.398438
	Iteration 68Q: 3 clusters Score -1907920 nChanged 32
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Mstep: Class 1 contains 15810 members 
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	Iteration 69Q: 3 clusters Score -1907927 nChanged 28
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Mstep: Class 1 contains 15838 members 
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Entering Unmasked Estep 
Score: -1907939.000000 Penalty: 3181.398438
	Iteration 70Q: 3 clusters Score -1907939 nChanged 28
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Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1907939 nChanged 28
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Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1907950.250000 Penalty: 3181.398438
	Iteration 72Q: 3 clusters Score -1907950 nChanged 27
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Mstep: Class 2 contains 1916 members 
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	Iteration 73Q: 3 clusters Score -1907950 nChanged 28
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Mstep: Class 1 contains 15947 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1907962 nChanged 31
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Mstep: Class 1 contains 15978 members 
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	Iteration 75Q: 3 clusters Score -1907964 nChanged 29
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Mstep: Class 1 contains 16007 members 
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	Iteration 76Q: 3 clusters Score -1907962 nChanged 24
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Mstep: Class 1 contains 16029 members 
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	Iteration 77Q: 3 clusters Score -1907970 nChanged 21
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Mstep: Class 1 contains 16050 members 
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	Iteration 78Q: 3 clusters Score -1907977 nChanged 21
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	Iteration 79Q: 3 clusters Score -1907980 nChanged 20
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Score: -1907985.000000 Penalty: 3181.398438
	Iteration 80F: 3 clusters Score -1907985 nChanged 19
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Mstep: Class 1 contains 16110 members 
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	Iteration 81Q: 3 clusters Score -1907988 nChanged 24
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	Iteration 82Q: 3 clusters Score -1907995 nChanged 26
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1907995 nChanged 23
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	Iteration 84Q: 3 clusters Score -1908000 nChanged 16
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Mstep: Class 1 contains 16197 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1907999 nChanged 16
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	Iteration 86Q: 3 clusters Score -1908006 nChanged 16
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Mstep: Class 1 contains 16229 members 
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	Iteration 87Q: 3 clusters Score -1908008 nChanged 17
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1908013 nChanged 14
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Mstep: Class 1 contains 16260 members 
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	Iteration 89Q: 3 clusters Score -1908016 nChanged 14
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Mstep: Class 1 contains 16274 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1908018 nChanged 18
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Entering Unmasked Estep 
Score: -1908020.625000 Penalty: 3181.398438
	Iteration 91Q: 3 clusters Score -1908021 nChanged 16
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Mstep: Class 1 contains 16308 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1908021 nChanged 12
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Mstep: Class 1 contains 16320 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1908027 nChanged 11
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Mstep: Class 1 contains 16331 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1908029 nChanged 8
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Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1908029 nChanged 1
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Mstep: Class 1 contains 16340 members 
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Entering Unmasked Estep 
Score: -1908030.500000 Penalty: 3181.398438
	Iteration 96Q: 3 clusters Score -1908030 nChanged 2
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Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1908029.625000 Penalty: 3181.398438
	Iteration 97Q: 3 clusters Score -1908030 nChanged 3
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Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1908031.625000 Penalty: 3181.398438
	Iteration 98Q: 3 clusters Score -1908032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1908031.625000 Penalty: 3181.398438
	Iteration 99F: 3 clusters Score -1908032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Entering Unmasked Estep 
Score: -6803007.000000 Penalty: 1797.440186
	Iteration 0F: 2 clusters Score -6803007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -6760592.000000 Penalty: 3594.880371
	Iteration 0F: 3 clusters Score -6760592 nChanged 30048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -6777622.000000 Penalty: 3594.880371
	Iteration 1F: 3 clusters Score -6777622 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -6778216.500000 Penalty: 3594.880371
	Iteration 2Q: 3 clusters Score -6778216 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6778860.000000 Penalty: 3594.880371
	Iteration 3Q: 3 clusters Score -6778860 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6779641.000000 Penalty: 3594.880371
	Iteration 4Q: 3 clusters Score -6779641 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6780511.000000 Penalty: 3594.880371
	Iteration 5Q: 3 clusters Score -6780511 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6781790.500000 Penalty: 3594.880371
	Iteration 6Q: 3 clusters Score -6781790 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -6783436.500000 Penalty: 3594.880371
	Iteration 7Q: 3 clusters Score -6783436 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -6785437.000000 Penalty: 3594.880371
	Iteration 8F: 3 clusters Score -6785437 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -6787739.500000 Penalty: 3594.880371
	Iteration 9F: 3 clusters Score -6787740 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -6790248.500000 Penalty: 3594.880371
	Iteration 10F: 3 clusters Score -6790248 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -6792849.000000 Penalty: 3594.880371
	Iteration 11F: 3 clusters Score -6792849 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -6795290.500000 Penalty: 3594.880371
	Iteration 12Q: 3 clusters Score -6795290 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6797371.500000 Penalty: 3594.880371
	Iteration 13Q: 3 clusters Score -6797372 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6798960.000000 Penalty: 3594.880371
	Iteration 14Q: 3 clusters Score -6798960 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6799932.500000 Penalty: 3594.880371
	Iteration 15Q: 3 clusters Score -6799932 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6800494.000000 Penalty: 3594.880371
	Iteration 16Q: 3 clusters Score -6800494 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6800809.500000 Penalty: 3594.880371
	Iteration 17Q: 3 clusters Score -6800810 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6801018.500000 Penalty: 3594.880371
	Iteration 18Q: 3 clusters Score -6801018 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6801152.500000 Penalty: 3594.880371
	Iteration 19Q: 3 clusters Score -6801152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6801236.000000 Penalty: 3594.880371
	Iteration 20F: 3 clusters Score -6801236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6801293.000000 Penalty: 3594.880371
	Iteration 21Q: 3 clusters Score -6801293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6801347.000000 Penalty: 3594.880371
	Iteration 22Q: 3 clusters Score -6801347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6801373.500000 Penalty: 3594.880371
	Iteration 23Q: 3 clusters Score -6801374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6801384.500000 Penalty: 3594.880371
	Iteration 24Q: 3 clusters Score -6801384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6801406.000000 Penalty: 3594.880371
	Iteration 25Q: 3 clusters Score -6801406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6801419.000000 Penalty: 3594.880371
	Iteration 26Q: 3 clusters Score -6801419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6801432.000000 Penalty: 3594.880371
	Iteration 27Q: 3 clusters Score -6801432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6801450.000000 Penalty: 3594.880371
	Iteration 28Q: 3 clusters Score -6801450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6801448.500000 Penalty: 3594.880371
	Iteration 29Q: 3 clusters Score -6801448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6801456.000000 Penalty: 3594.880371
	Iteration 30Q: 3 clusters Score -6801456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6801459.000000 Penalty: 3594.880371
	Iteration 31Q: 3 clusters Score -6801459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6801465.500000 Penalty: 3594.880371
	Iteration 32Q: 3 clusters Score -6801466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6801467.000000 Penalty: 3594.880371
	Iteration 33Q: 3 clusters Score -6801467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6801472.500000 Penalty: 3594.880371
	Iteration 34Q: 3 clusters Score -6801472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6801473.000000 Penalty: 3594.880371
	Iteration 35Q: 3 clusters Score -6801473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6801473.000000 Penalty: 3594.880371
	Iteration 36Q: 3 clusters Score -6801473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6801472.500000 Penalty: 3594.880371
	Iteration 37Q: 3 clusters Score -6801472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6801474.500000 Penalty: 3594.880371
	Iteration 38Q: 3 clusters Score -6801474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6801474.500000 Penalty: 3594.880371
	Iteration 39Q: 3 clusters Score -6801474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6801480.000000 Penalty: 3594.880371
	Iteration 40F: 3 clusters Score -6801480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6801483.000000 Penalty: 3594.880371
	Iteration 41Q: 3 clusters Score -6801483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6801484.500000 Penalty: 3594.880371
	Iteration 42Q: 3 clusters Score -6801484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6801485.000000 Penalty: 3594.880371
	Iteration 43Q: 3 clusters Score -6801485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6801487.500000 Penalty: 3594.880371
	Iteration 44Q: 3 clusters Score -6801488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6801487.500000 Penalty: 3594.880371
	Iteration 45F: 3 clusters Score -6801488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243937 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38879 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 35040 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35598 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 46672 members 
Mstep: Class 18 contains 32718 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17835 members 
Mstep: Class 23 contains 63651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209376.000000 Penalty: 41459.531250
Iteration 79Q: 20 clusters Score -7.020938e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243913 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38878 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 35043 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35602 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 46679 members 
Mstep: Class 18 contains 32712 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 63645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 80F: 20 clusters Score -7.020941e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243901 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38873 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 35043 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 27284 members 
Mstep: Class 13 contains 35606 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 32705 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17868 members 
Mstep: Class 23 contains 63644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209360.000000 Penalty: 41459.531250
Iteration 81Q: 20 clusters Score -7.020936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243883 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38873 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35044 members 
Mstep: Class 10 contains 45508 members 
Mstep: Class 11 contains 27281 members 
Mstep: Class 13 contains 35612 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 32697 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17886 members 
Mstep: Class 23 contains 63643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209344.000000 Penalty: 41459.531250
Iteration 82Q: 20 clusters Score -7.020934e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243872 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38872 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35049 members 
Mstep: Class 10 contains 45508 members 
Mstep: Class 11 contains 27279 members 
Mstep: Class 13 contains 35617 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46687 members 
Mstep: Class 18 contains 32689 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17896 members 
Mstep: Class 23 contains 63643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209344.000000 Penalty: 41459.531250
Iteration 83Q: 20 clusters Score -7.020934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243861 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38869 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35056 members 
Mstep: Class 10 contains 45508 members 
Mstep: Class 11 contains 27278 members 
Mstep: Class 13 contains 35620 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46688 members 
Mstep: Class 18 contains 32682 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 22 contains 17907 members 
Mstep: Class 23 contains 63645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209344.000000 Penalty: 41459.531250
Iteration 84Q: 20 clusters Score -7.020934e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243845 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38868 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35061 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27277 members 
Mstep: Class 13 contains 35628 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46690 members 
Mstep: Class 18 contains 32674 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17916 members 
Mstep: Class 23 contains 63646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209360.000000 Penalty: 41459.531250
Iteration 85Q: 20 clusters Score -7.020936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243829 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38868 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35068 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27277 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 32669 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17918 members 
Mstep: Class 23 contains 63648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209352.000000 Penalty: 41459.531250
Iteration 86Q: 20 clusters Score -7.020935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243829 members 
Mstep: Class 2 contains 21615 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38867 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35071 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27275 members 
Mstep: Class 13 contains 35642 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46693 members 
Mstep: Class 18 contains 32659 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17922 members 
Mstep: Class 23 contains 63646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209376.000000 Penalty: 41459.531250
Iteration 87Q: 20 clusters Score -7.020938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243814 members 
Mstep: Class 2 contains 21620 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 35077 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27274 members 
Mstep: Class 13 contains 35648 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46698 members 
Mstep: Class 18 contains 32650 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17928 members 
Mstep: Class 23 contains 63646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209448.000000 Penalty: 41459.531250
Iteration 88Q: 20 clusters Score -7.020945e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243802 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35080 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27273 members 
Mstep: Class 13 contains 35655 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46701 members 
Mstep: Class 18 contains 32642 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49896 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 63646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209528.000000 Penalty: 41459.531250
Iteration 89Q: 20 clusters Score -7.020953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243795 members 
Mstep: Class 2 contains 21625 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38864 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35081 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27271 members 
Mstep: Class 13 contains 35659 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46704 members 
Mstep: Class 18 contains 32634 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49896 members 
Mstep: Class 22 contains 17940 members 
Mstep: Class 23 contains 63647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209480.000000 Penalty: 41459.531250
Iteration 90Q: 20 clusters Score -7.020948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243795 members 
Mstep: Class 2 contains 21626 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38861 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35081 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 27270 members 
Mstep: Class 13 contains 35664 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46705 members 
Mstep: Class 18 contains 32624 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49897 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 23 contains 63647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209432.000000 Penalty: 41459.531250
Iteration 91Q: 20 clusters Score -7.020943e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243797 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38858 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35082 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27269 members 
Mstep: Class 13 contains 35669 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46706 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 23 contains 63644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209464.000000 Penalty: 41459.531250
Iteration 92Q: 20 clusters Score -7.020946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243796 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38855 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27267 members 
Mstep: Class 13 contains 35672 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46708 members 
Mstep: Class 18 contains 32605 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 49899 members 
Mstep: Class 22 contains 17958 members 
Mstep: Class 23 contains 63645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209464.000000 Penalty: 41459.531250
Iteration 93Q: 20 clusters Score -7.020946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243795 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38854 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35085 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35674 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46709 members 
Mstep: Class 18 contains 32604 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17960 members 
Mstep: Class 23 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209440.000000 Penalty: 41459.531250
Iteration 94Q: 20 clusters Score -7.020944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243787 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38852 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35091 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35677 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46709 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 63643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209440.000000 Penalty: 41459.531250
Iteration 95Q: 20 clusters Score -7.020944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243775 members 
Mstep: Class 2 contains 21627 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38848 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35099 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35681 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46710 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17966 members 
Mstep: Class 23 contains 63644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209440.000000 Penalty: 41459.531250
Iteration 96Q: 20 clusters Score -7.020944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243768 members 
Mstep: Class 2 contains 21626 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38846 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35101 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35685 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46712 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 23 contains 63645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209456.000000 Penalty: 41459.531250
Iteration 97Q: 20 clusters Score -7.020946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243759 members 
Mstep: Class 2 contains 21626 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38846 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35103 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35688 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46713 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17971 members 
Mstep: Class 23 contains 63644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209488.000000 Penalty: 41459.531250
Iteration 98Q: 20 clusters Score -7.020949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243746 members 
Mstep: Class 2 contains 21627 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38846 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35103 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35697 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46714 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17974 members 
Mstep: Class 23 contains 63643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209448.000000 Penalty: 41459.531250
Iteration 99Q: 20 clusters Score -7.020945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243726 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38845 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35105 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27266 members 
Mstep: Class 13 contains 35709 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46714 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17979 members 
Mstep: Class 23 contains 63643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 100F: 20 clusters Score -7.020939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243721 members 
Mstep: Class 2 contains 21631 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38842 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35106 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27265 members 
Mstep: Class 13 contains 35718 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46715 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17979 members 
Mstep: Class 23 contains 63640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209400.000000 Penalty: 41459.531250
Iteration 101Q: 20 clusters Score -7.02094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243704 members 
Mstep: Class 2 contains 21636 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38841 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27264 members 
Mstep: Class 13 contains 35732 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46718 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17979 members 
Mstep: Class 23 contains 63638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209440.000000 Penalty: 41459.531250
Iteration 102Q: 20 clusters Score -7.020944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243690 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27264 members 
Mstep: Class 13 contains 35742 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49901 members 
Mstep: Class 22 contains 17981 members 
Mstep: Class 23 contains 63637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 103Q: 20 clusters Score -7.020939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243686 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27261 members 
Mstep: Class 13 contains 35746 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49901 members 
Mstep: Class 22 contains 17984 members 
Mstep: Class 23 contains 63637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209432.000000 Penalty: 41459.531250
Iteration 104Q: 20 clusters Score -7.020943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243685 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27259 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49901 members 
Mstep: Class 22 contains 17988 members 
Mstep: Class 23 contains 63637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209416.000000 Penalty: 41459.531250
Iteration 105Q: 20 clusters Score -7.020942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243679 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27260 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46721 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17992 members 
Mstep: Class 23 contains 63638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209432.000000 Penalty: 41459.531250
Iteration 106Q: 20 clusters Score -7.020943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243678 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27257 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17994 members 
Mstep: Class 23 contains 63639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209424.000000 Penalty: 41459.531250
Iteration 107Q: 20 clusters Score -7.020942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243678 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17996 members 
Mstep: Class 23 contains 63639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209432.000000 Penalty: 41459.531250
Iteration 108Q: 20 clusters Score -7.020943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243677 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17997 members 
Mstep: Class 23 contains 63639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 109Q: 20 clusters Score -7.020941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243676 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 63639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 110Q: 20 clusters Score -7.020941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243675 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 17999 members 
Mstep: Class 23 contains 63639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 111Q: 20 clusters Score -7.020939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243672 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18001 members 
Mstep: Class 23 contains 63640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209424.000000 Penalty: 41459.531250
Iteration 112Q: 20 clusters Score -7.020942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243669 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46723 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18002 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 113Q: 20 clusters Score -7.020939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243669 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46724 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18003 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 114Q: 20 clusters Score -7.020939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243666 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46726 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18004 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 115Q: 20 clusters Score -7.020941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243665 members 
Mstep: Class 2 contains 21636 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209408.000000 Penalty: 41459.531250
Iteration 116Q: 20 clusters Score -7.020941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243664 members 
Mstep: Class 2 contains 21636 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46728 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209400.000000 Penalty: 41459.531250
Iteration 117Q: 20 clusters Score -7.02094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243663 members 
Mstep: Class 2 contains 21636 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209400.000000 Penalty: 41459.531250
Iteration 118Q: 20 clusters Score -7.02094e+07 nChanged 2
Entering ConstructFrom: 
Score: -70209400.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (243661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243661 members 
Entering Unmasked Estep 
Score: -25540416.000000 Penalty: 2015.574097
	Iteration 0F: 2 clusters Score -2.554042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 122490 members 
Entering Unmasked Estep 
Score: -25390318.000000 Penalty: 4031.148193
	Iteration 0F: 3 clusters Score -2.539032e+07 nChanged 118110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106375 members 
Mstep: Class 2 contains 137286 members 
Entering Unmasked Estep 
Score: -25463642.000000 Penalty: 4031.148193
	Iteration 1F: 3 clusters Score -2.546364e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -25467566.000000 Penalty: 4031.148193
	Iteration 2Q: 3 clusters Score -2.546757e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -25475748.000000 Penalty: 4031.148193
	Iteration 3F: 3 clusters Score -2.547575e+07 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -25490276.000000 Penalty: 4031.148193
	Iteration 4F: 3 clusters Score -2.549028e+07 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 199925 members 
Entering Unmasked Estep 
Score: -25509098.000000 Penalty: 4031.148193
	Iteration 5F: 3 clusters Score -2.55091e+07 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 218726 members 
Entering Unmasked Estep 
Score: -25523882.000000 Penalty: 4031.148193
	Iteration 6F: 3 clusters Score -2.552388e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 231237 members 
Entering Unmasked Estep 
Score: -25531632.000000 Penalty: 4031.148193
	Iteration 7F: 3 clusters Score -2.553163e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 238056 members 
Entering Unmasked Estep 
Score: -25535506.000000 Penalty: 4031.148193
	Iteration 8Q: 3 clusters Score -2.553551e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 241253 members 
Entering Unmasked Estep 
Score: -25537198.000000 Penalty: 4031.148193
	Iteration 9Q: 3 clusters Score -2.55372e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 242531 members 
Entering Unmasked Estep 
Score: -25537984.000000 Penalty: 4031.148193
	Iteration 10Q: 3 clusters Score -2.553798e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 242996 members 
Entering Unmasked Estep 
Score: -25538312.000000 Penalty: 4031.148193
	Iteration 11Q: 3 clusters Score -2.553831e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 243177 members 
Entering Unmasked Estep 
Score: -25538416.000000 Penalty: 4031.148193
	Iteration 12Q: 3 clusters Score -2.553842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 243253 members 
Entering Unmasked Estep 
Score: -25538424.000000 Penalty: 4031.148193
	Iteration 13Q: 3 clusters Score -2.553842e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 243294 members 
Entering Unmasked Estep 
Score: -25538486.000000 Penalty: 4031.148193
	Iteration 14Q: 3 clusters Score -2.553849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243321 members 
Entering Unmasked Estep 
Score: -25538546.000000 Penalty: 4031.148193
	Iteration 15Q: 3 clusters Score -2.553855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 243337 members 
Entering Unmasked Estep 
Score: -25538582.000000 Penalty: 4031.148193
	Iteration 16Q: 3 clusters Score -2.553858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 243354 members 
Entering Unmasked Estep 
Score: -25538618.000000 Penalty: 4031.148193
	Iteration 17Q: 3 clusters Score -2.553862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243364 members 
Entering Unmasked Estep 
Score: -25538614.000000 Penalty: 4031.148193
	Iteration 18Q: 3 clusters Score -2.553861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243370 members 
Entering Unmasked Estep 
Score: -25538628.000000 Penalty: 4031.148193
	Iteration 19Q: 3 clusters Score -2.553863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243373 members 
Entering Unmasked Estep 
Score: -25538634.000000 Penalty: 4031.148193
	Iteration 20F: 3 clusters Score -2.553863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 243375 members 
Entering Unmasked Estep 
Score: -25538628.000000 Penalty: 4031.148193
	Iteration 21Q: 3 clusters Score -2.553863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 243377 members 
Entering Unmasked Estep 
Score: -25538632.000000 Penalty: 4031.148193
	Iteration 22Q: 3 clusters Score -2.553863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243378 members 
Entering Unmasked Estep 
Score: -25538624.000000 Penalty: 4031.148193
	Iteration 23Q: 3 clusters Score -2.553862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243378 members 
Entering Unmasked Estep 
Score: -25538624.000000 Penalty: 4031.148193
	Iteration 24F: 3 clusters Score -2.553862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Entering Unmasked Estep 
Score: -2315414.500000 Penalty: 1622.101074
	Iteration 0F: 2 clusters Score -2315414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2300685.750000 Penalty: 3244.202148
	Iteration 0F: 3 clusters Score -2300686 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2305996.250000 Penalty: 3244.202148
	Iteration 1F: 3 clusters Score -2305996 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2306243.750000 Penalty: 3244.202148
	Iteration 2Q: 3 clusters Score -2306244 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2306471.500000 Penalty: 3244.202148
	Iteration 3Q: 3 clusters Score -2306472 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2306652.250000 Penalty: 3244.202148
	Iteration 4Q: 3 clusters Score -2306652 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2306844.250000 Penalty: 3244.202148
	Iteration 5Q: 3 clusters Score -2306844 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2307041.500000 Penalty: 3244.202148
	Iteration 6Q: 3 clusters Score -2307042 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2307294.750000 Penalty: 3244.202148
	Iteration 7Q: 3 clusters Score -2307295 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2307597.500000 Penalty: 3244.202148
	Iteration 8Q: 3 clusters Score -2307598 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2308059.750000 Penalty: 3244.202148
	Iteration 9Q: 3 clusters Score -2308060 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2308738.000000 Penalty: 3244.202148
	Iteration 10F: 3 clusters Score -2308738 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2309640.250000 Penalty: 3244.202148
	Iteration 11F: 3 clusters Score -2309640 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2310786.500000 Penalty: 3244.202148
	Iteration 12F: 3 clusters Score -2310786 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2311974.250000 Penalty: 3244.202148
	Iteration 13F: 3 clusters Score -2311974 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2312850.250000 Penalty: 3244.202148
	Iteration 14Q: 3 clusters Score -2312850 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2313341.250000 Penalty: 3244.202148
	Iteration 15Q: 3 clusters Score -2313341 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2313615.250000 Penalty: 3244.202148
	Iteration 16Q: 3 clusters Score -2313615 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2313755.250000 Penalty: 3244.202148
	Iteration 17Q: 3 clusters Score -2313755 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2313844.500000 Penalty: 3244.202148
	Iteration 18Q: 3 clusters Score -2313844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2313912.750000 Penalty: 3244.202148
	Iteration 19Q: 3 clusters Score -2313913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2313934.000000 Penalty: 3244.202148
	Iteration 20F: 3 clusters Score -2313934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2313946.000000 Penalty: 3244.202148
	Iteration 21Q: 3 clusters Score -2313946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2313963.500000 Penalty: 3244.202148
	Iteration 22Q: 3 clusters Score -2313964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2313977.000000 Penalty: 3244.202148
	Iteration 23Q: 3 clusters Score -2313977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2313987.500000 Penalty: 3244.202148
	Iteration 24Q: 3 clusters Score -2313988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2313998.250000 Penalty: 3244.202148
	Iteration 25Q: 3 clusters Score -2313998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2314003.750000 Penalty: 3244.202148
	Iteration 26Q: 3 clusters Score -2314004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2314003.750000 Penalty: 3244.202148
	Iteration 27F: 3 clusters Score -2314004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -237600.671875 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -237600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -235268.734375 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -235268.7 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -235896.781250 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -235896.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -236027.046875 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -236027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -236085.421875 Penalty: 2537.572998
	Iteration 3Q: 3 clusters Score -236085.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -236117.218750 Penalty: 2537.572998
	Iteration 4Q: 3 clusters Score -236117.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -236145.859375 Penalty: 2537.572998
	Iteration 5Q: 3 clusters Score -236145.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -236166.468750 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -236166.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -236192.875000 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -236192.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -236218.515625 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -236218.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -236243.218750 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -236243.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236287.203125 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -236287.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -236334.625000 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -236334.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -236410.671875 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -236410.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236490.484375 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -236490.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -236547.468750 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -236547.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -236598.671875 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -236598.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -236624.328125 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -236624.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236644.000000 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -236644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236664.265625 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -236664.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -236685.125000 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -236685.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236714.875000 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -236714.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236742.984375 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -236743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -236772.421875 Penalty: 2537.572998
	Iteration 22Q: 3 clusters Score -236772.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236795.031250 Penalty: 2537.572998
	Iteration 23Q: 3 clusters Score -236795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -236813.421875 Penalty: 2537.572998
	Iteration 24Q: 3 clusters Score -236813.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -236838.031250 Penalty: 2537.572998
	Iteration 25Q: 3 clusters Score -236838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -236855.343750 Penalty: 2537.572998
	Iteration 26Q: 3 clusters Score -236855.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236869.125000 Penalty: 2537.572998
	Iteration 27Q: 3 clusters Score -236869.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -236883.906250 Penalty: 2537.572998
	Iteration 28Q: 3 clusters Score -236883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -236888.093750 Penalty: 2537.572998
	Iteration 29Q: 3 clusters Score -236888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -236892.921875 Penalty: 2537.572998
	Iteration 30Q: 3 clusters Score -236892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236900.390625 Penalty: 2537.572998
	Iteration 31Q: 3 clusters Score -236900.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236907.250000 Penalty: 2537.572998
	Iteration 32Q: 3 clusters Score -236907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -236912.437500 Penalty: 2537.572998
	Iteration 33Q: 3 clusters Score -236912.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -236916.218750 Penalty: 2537.572998
	Iteration 34Q: 3 clusters Score -236916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -236920.843750 Penalty: 2537.572998
	Iteration 35Q: 3 clusters Score -236920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236922.875000 Penalty: 2537.572998
	Iteration 36Q: 3 clusters Score -236922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -236923.078125 Penalty: 2537.572998
	Iteration 37Q: 3 clusters Score -236923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -236924.437500 Penalty: 2537.572998
	Iteration 38Q: 3 clusters Score -236924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -236924.812500 Penalty: 2537.572998
	Iteration 39Q: 3 clusters Score -236924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -236925.031250 Penalty: 2537.572998
	Iteration 40F: 3 clusters Score -236925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -236925.359375 Penalty: 2537.572998
	Iteration 41Q: 3 clusters Score -236925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -236925.359375 Penalty: 2537.572998
	Iteration 42F: 3 clusters Score -236925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Entering Unmasked Estep 
Score: -4149566.000000 Penalty: 1717.162720
	Iteration 0F: 2 clusters Score -4149566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4123638.250000 Penalty: 3434.325439
	Iteration 0F: 3 clusters Score -4123638 nChanged 18134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4133579.000000 Penalty: 3434.325439
	Iteration 1F: 3 clusters Score -4133579 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4133937.250000 Penalty: 3434.325439
	Iteration 2Q: 3 clusters Score -4133937 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4134360.750000 Penalty: 3434.325439
	Iteration 3Q: 3 clusters Score -4134361 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4134871.750000 Penalty: 3434.325439
	Iteration 4Q: 3 clusters Score -4134872 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4135493.500000 Penalty: 3434.325439
	Iteration 5Q: 3 clusters Score -4135494 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4136358.250000 Penalty: 3434.325439
	Iteration 6Q: 3 clusters Score -4136358 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4137551.750000 Penalty: 3434.325439
	Iteration 7F: 3 clusters Score -4137552 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4139256.500000 Penalty: 3434.325439
	Iteration 8F: 3 clusters Score -4139256 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -4141594.000000 Penalty: 3434.325439
	Iteration 9F: 3 clusters Score -4141594 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4143733.250000 Penalty: 3434.325439
	Iteration 10F: 3 clusters Score -4143733 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4145093.000000 Penalty: 3434.325439
	Iteration 11Q: 3 clusters Score -4145093 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4145686.500000 Penalty: 3434.325439
	Iteration 12Q: 3 clusters Score -4145686 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4146010.250000 Penalty: 3434.325439
	Iteration 13Q: 3 clusters Score -4146010 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4146232.500000 Penalty: 3434.325439
	Iteration 14Q: 3 clusters Score -4146232 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4146400.000000 Penalty: 3434.325439
	Iteration 15Q: 3 clusters Score -4146400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4146561.250000 Penalty: 3434.325439
	Iteration 16Q: 3 clusters Score -4146561 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4146682.750000 Penalty: 3434.325439
	Iteration 17Q: 3 clusters Score -4146683 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -4146796.500000 Penalty: 3434.325439
	Iteration 18Q: 3 clusters Score -4146796 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4146894.500000 Penalty: 3434.325439
	Iteration 19Q: 3 clusters Score -4146894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4146971.250000 Penalty: 3434.325439
	Iteration 20F: 3 clusters Score -4146971 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4147049.000000 Penalty: 3434.325439
	Iteration 21Q: 3 clusters Score -4147049 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4147123.000000 Penalty: 3434.325439
	Iteration 22Q: 3 clusters Score -4147123 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4147203.000000 Penalty: 3434.325439
	Iteration 23Q: 3 clusters Score -4147203 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4147305.500000 Penalty: 3434.325439
	Iteration 24Q: 3 clusters Score -4147306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4147376.250000 Penalty: 3434.325439
	Iteration 25Q: 3 clusters Score -4147376 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4147455.500000 Penalty: 3434.325439
	Iteration 26Q: 3 clusters Score -4147456 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4147509.750000 Penalty: 3434.325439
	Iteration 27Q: 3 clusters Score -4147510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4147571.250000 Penalty: 3434.325439
	Iteration 28Q: 3 clusters Score -4147571 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4147609.500000 Penalty: 3434.325439
	Iteration 29Q: 3 clusters Score -4147610 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4147674.250000 Penalty: 3434.325439
	Iteration 30Q: 3 clusters Score -4147674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4147724.750000 Penalty: 3434.325439
	Iteration 31Q: 3 clusters Score -4147725 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4147788.250000 Penalty: 3434.325439
	Iteration 32Q: 3 clusters Score -4147788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4147835.250000 Penalty: 3434.325439
	Iteration 33Q: 3 clusters Score -4147835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4147862.500000 Penalty: 3434.325439
	Iteration 34Q: 3 clusters Score -4147862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4147881.750000 Penalty: 3434.325439
	Iteration 35Q: 3 clusters Score -4147882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4147916.500000 Penalty: 3434.325439
	Iteration 36Q: 3 clusters Score -4147916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4147937.750000 Penalty: 3434.325439
	Iteration 37Q: 3 clusters Score -4147938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4147971.750000 Penalty: 3434.325439
	Iteration 38Q: 3 clusters Score -4147972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4147996.750000 Penalty: 3434.325439
	Iteration 39Q: 3 clusters Score -4147997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4148028.250000 Penalty: 3434.325439
	Iteration 40F: 3 clusters Score -4148028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4148051.000000 Penalty: 3434.325439
	Iteration 41Q: 3 clusters Score -4148051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4148059.750000 Penalty: 3434.325439
	Iteration 42Q: 3 clusters Score -4148060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4148073.500000 Penalty: 3434.325439
	Iteration 43Q: 3 clusters Score -4148074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4148080.000000 Penalty: 3434.325439
	Iteration 44Q: 3 clusters Score -4148080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4148090.500000 Penalty: 3434.325439
	Iteration 45Q: 3 clusters Score -4148090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4148100.250000 Penalty: 3434.325439
	Iteration 46Q: 3 clusters Score -4148100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4148100.500000 Penalty: 3434.325439
	Iteration 47Q: 3 clusters Score -4148100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4148114.000000 Penalty: 3434.325439
	Iteration 48Q: 3 clusters Score -4148114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4148120.750000 Penalty: 3434.325439
	Iteration 49Q: 3 clusters Score -4148121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4148130.250000 Penalty: 3434.325439
	Iteration 50Q: 3 clusters Score -4148130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4148137.250000 Penalty: 3434.325439
	Iteration 51Q: 3 clusters Score -4148137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4148148.000000 Penalty: 3434.325439
	Iteration 52Q: 3 clusters Score -4148148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4148149.500000 Penalty: 3434.325439
	Iteration 53Q: 3 clusters Score -4148150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4148149.250000 Penalty: 3434.325439
	Iteration 54Q: 3 clusters Score -4148149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4148151.750000 Penalty: 3434.325439
	Iteration 55Q: 3 clusters Score -4148152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4148163.000000 Penalty: 3434.325439
	Iteration 56Q: 3 clusters Score -4148163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4148166.500000 Penalty: 3434.325439
	Iteration 57Q: 3 clusters Score -4148166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4148175.250000 Penalty: 3434.325439
	Iteration 58Q: 3 clusters Score -4148175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4148178.000000 Penalty: 3434.325439
	Iteration 59Q: 3 clusters Score -4148178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4148181.250000 Penalty: 3434.325439
	Iteration 60F: 3 clusters Score -4148181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4148181.000000 Penalty: 3434.325439
	Iteration 61Q: 3 clusters Score -4148181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4148190.500000 Penalty: 3434.325439
	Iteration 62Q: 3 clusters Score -4148190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4148192.250000 Penalty: 3434.325439
	Iteration 63Q: 3 clusters Score -4148192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4148195.500000 Penalty: 3434.325439
	Iteration 64Q: 3 clusters Score -4148196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4148195.000000 Penalty: 3434.325439
	Iteration 65Q: 3 clusters Score -4148195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4148203.500000 Penalty: 3434.325439
	Iteration 66Q: 3 clusters Score -4148204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4148200.750000 Penalty: 3434.325439
	Iteration 67Q: 3 clusters Score -4148201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4148199.250000 Penalty: 3434.325439
	Iteration 68Q: 3 clusters Score -4148199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4148202.250000 Penalty: 3434.325439
	Iteration 69Q: 3 clusters Score -4148202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4148195.250000 Penalty: 3434.325439
	Iteration 70Q: 3 clusters Score -4148195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4148199.250000 Penalty: 3434.325439
	Iteration 71Q: 3 clusters Score -4148199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4148199.000000 Penalty: 3434.325439
	Iteration 72Q: 3 clusters Score -4148199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4148207.250000 Penalty: 3434.325439
	Iteration 73Q: 3 clusters Score -4148207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4148212.750000 Penalty: 3434.325439
	Iteration 74Q: 3 clusters Score -4148213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4148204.250000 Penalty: 3434.325439
	Iteration 75Q: 3 clusters Score -4148204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4148202.000000 Penalty: 3434.325439
	Iteration 76Q: 3 clusters Score -4148202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4148202.000000 Penalty: 3434.325439
	Iteration 77Q: 3 clusters Score -4148202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4148207.000000 Penalty: 3434.325439
	Iteration 78Q: 3 clusters Score -4148207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4148209.000000 Penalty: 3434.325439
	Iteration 79Q: 3 clusters Score -4148209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4148209.250000 Penalty: 3434.325439
	Iteration 80F: 3 clusters Score -4148209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4148209.250000 Penalty: 3434.325439
	Iteration 81Q: 3 clusters Score -4148209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4148208.750000 Penalty: 3434.325439
	Iteration 82Q: 3 clusters Score -4148209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4148206.750000 Penalty: 3434.325439
	Iteration 83Q: 3 clusters Score -4148207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4148207.500000 Penalty: 3434.325439
	Iteration 84Q: 3 clusters Score -4148208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4148209.000000 Penalty: 3434.325439
	Iteration 85Q: 3 clusters Score -4148209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4148206.750000 Penalty: 3434.325439
	Iteration 86Q: 3 clusters Score -4148207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4148211.000000 Penalty: 3434.325439
	Iteration 87Q: 3 clusters Score -4148211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4148219.750000 Penalty: 3434.325439
	Iteration 88Q: 3 clusters Score -4148220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4148216.500000 Penalty: 3434.325439
	Iteration 89Q: 3 clusters Score -4148216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4148211.000000 Penalty: 3434.325439
	Iteration 90Q: 3 clusters Score -4148211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4148214.000000 Penalty: 3434.325439
	Iteration 91Q: 3 clusters Score -4148214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4148215.000000 Penalty: 3434.325439
	Iteration 92Q: 3 clusters Score -4148215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4148215.250000 Penalty: 3434.325439
	Iteration 93Q: 3 clusters Score -4148215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4148215.000000 Penalty: 3434.325439
	Iteration 94Q: 3 clusters Score -4148215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4148215.750000 Penalty: 3434.325439
	Iteration 95Q: 3 clusters Score -4148216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4148220.000000 Penalty: 3434.325439
	Iteration 96Q: 3 clusters Score -4148220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4148224.000000 Penalty: 3434.325439
	Iteration 97Q: 3 clusters Score -4148224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4148220.500000 Penalty: 3434.325439
	Iteration 98Q: 3 clusters Score -4148220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4148223.750000 Penalty: 3434.325439
	Iteration 99Q: 3 clusters Score -4148224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4148227.500000 Penalty: 3434.325439
	Iteration 100F: 3 clusters Score -4148228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4148223.250000 Penalty: 3434.325439
	Iteration 101Q: 3 clusters Score -4148223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4148227.500000 Penalty: 3434.325439
	Iteration 102Q: 3 clusters Score -4148228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4148228.000000 Penalty: 3434.325439
	Iteration 103Q: 3 clusters Score -4148228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4148232.250000 Penalty: 3434.325439
	Iteration 104Q: 3 clusters Score -4148232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4148233.750000 Penalty: 3434.325439
	Iteration 105Q: 3 clusters Score -4148234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4148231.750000 Penalty: 3434.325439
	Iteration 106Q: 3 clusters Score -4148232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4148239.250000 Penalty: 3434.325439
	Iteration 107Q: 3 clusters Score -4148239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4148243.000000 Penalty: 3434.325439
	Iteration 108Q: 3 clusters Score -4148243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4148243.750000 Penalty: 3434.325439
	Iteration 109Q: 3 clusters Score -4148244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4148243.750000 Penalty: 3434.325439
	Iteration 110Q: 3 clusters Score -4148244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4148240.250000 Penalty: 3434.325439
	Iteration 111Q: 3 clusters Score -4148240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4148246.000000 Penalty: 3434.325439
	Iteration 112Q: 3 clusters Score -4148246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4148243.500000 Penalty: 3434.325439
	Iteration 113Q: 3 clusters Score -4148244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4148243.500000 Penalty: 3434.325439
	Iteration 114F: 3 clusters Score -4148244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -87920.507812 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -87920.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86608.031250 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -86608.03 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87130.898438 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -87130.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87441.023438 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -87441.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87686.945312 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -87686.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87982.429688 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -87982.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88066.484375 Penalty: 2216.859863
	Iteration 5F: 3 clusters Score -88066.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -88097.195312 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -88097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -88114.804688 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -88114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -88116.765625 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -88116.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -88116.765625 Penalty: 2216.859863
	Iteration 9F: 3 clusters Score -88116.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243661 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
Score: -70208504.000000 Penalty: 43641.613281
Splitting cluster 5 changes total score from -70209400.000000 to -70208504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -42539.332031 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -42539.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41524.382812 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -41524.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41739.500000 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -41739.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41793.703125 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -41793.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41841.558594 Penalty: 2029.354248
	Iteration 3Q: 3 clusters Score -41841.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41877.222656 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -41877.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41913.152344 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -41913.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41953.785156 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -41953.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -42006.847656 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -42006.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42018.160156 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -42018.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42037.863281 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -42037.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42058.046875 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -42058.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -42070.539062 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -42070.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42081.625000 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -42081.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42086.261719 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -42086.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42097.195312 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -42097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42100.003906 Penalty: 2029.354248
	Iteration 15Q: 3 clusters Score -42100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42101.097656 Penalty: 2029.354248
	Iteration 16Q: 3 clusters Score -42101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42107.656250 Penalty: 2029.354248
	Iteration 17F: 3 clusters Score -42107.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42122.558594 Penalty: 2029.354248
	Iteration 18Q: 3 clusters Score -42122.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42123.703125 Penalty: 2029.354248
	Iteration 19F: 3 clusters Score -42123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42192.523438 Penalty: 2029.354248
	Iteration 20F: 3 clusters Score -42192.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42336.625000 Penalty: 2029.354248
	Iteration 21Q: 3 clusters Score -42336.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42368.613281 Penalty: 2029.354248
	Iteration 22Q: 3 clusters Score -42368.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42376.101562 Penalty: 2029.354248
	Iteration 23Q: 3 clusters Score -42376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42377.226562 Penalty: 2029.354248
	Iteration 24Q: 3 clusters Score -42377.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42377.226562 Penalty: 2029.354248
	Iteration 25F: 3 clusters Score -42377.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -761408.437500 Penalty: 1448.823242
	Iteration 0F: 2 clusters Score -761408.4 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 3716 members 
Entering Unmasked Estep 
Score: -755942.437500 Penalty: 2897.646484
	Iteration 0F: 3 clusters Score -755942.4 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -758050.125000 Penalty: 2897.646484
	Iteration 1F: 3 clusters Score -758050.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -758618.125000 Penalty: 2897.646484
	Iteration 2F: 3 clusters Score -758618.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -759016.750000 Penalty: 2897.646484
	Iteration 3F: 3 clusters Score -759016.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -759290.250000 Penalty: 2897.646484
	Iteration 4F: 3 clusters Score -759290.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -759478.312500 Penalty: 2897.646484
	Iteration 5Q: 3 clusters Score -759478.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -759645.687500 Penalty: 2897.646484
	Iteration 6Q: 3 clusters Score -759645.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -759790.000000 Penalty: 2897.646484
	Iteration 7Q: 3 clusters Score -759790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -759934.312500 Penalty: 2897.646484
	Iteration 8Q: 3 clusters Score -759934.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -760055.312500 Penalty: 2897.646484
	Iteration 9Q: 3 clusters Score -760055.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -760157.312500 Penalty: 2897.646484
	Iteration 10Q: 3 clusters Score -760157.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -760212.750000 Penalty: 2897.646484
	Iteration 11Q: 3 clusters Score -760212.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -760256.187500 Penalty: 2897.646484
	Iteration 12Q: 3 clusters Score -760256.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -760290.625000 Penalty: 2897.646484
	Iteration 13Q: 3 clusters Score -760290.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -760317.250000 Penalty: 2897.646484
	Iteration 14Q: 3 clusters Score -760317.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -760337.187500 Penalty: 2897.646484
	Iteration 15Q: 3 clusters Score -760337.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -760347.062500 Penalty: 2897.646484
	Iteration 16Q: 3 clusters Score -760347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -760353.375000 Penalty: 2897.646484
	Iteration 17Q: 3 clusters Score -760353.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -760359.812500 Penalty: 2897.646484
	Iteration 18Q: 3 clusters Score -760359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -760365.500000 Penalty: 2897.646484
	Iteration 19Q: 3 clusters Score -760365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -760371.062500 Penalty: 2897.646484
	Iteration 20F: 3 clusters Score -760371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -760374.562500 Penalty: 2897.646484
	Iteration 21Q: 3 clusters Score -760374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -760382.562500 Penalty: 2897.646484
	Iteration 22Q: 3 clusters Score -760382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -760384.312500 Penalty: 2897.646484
	Iteration 23Q: 3 clusters Score -760384.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -760386.187500 Penalty: 2897.646484
	Iteration 24Q: 3 clusters Score -760386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -760387.875000 Penalty: 2897.646484
	Iteration 25Q: 3 clusters Score -760387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -760388.937500 Penalty: 2897.646484
	Iteration 26Q: 3 clusters Score -760388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -760388.500000 Penalty: 2897.646484
	Iteration 27Q: 3 clusters Score -760388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -760388.500000 Penalty: 2897.646484
	Iteration 28F: 3 clusters Score -760388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -268356.218750 Penalty: 1286.718018
	Iteration 0F: 2 clusters Score -268356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -265826.750000 Penalty: 2573.436035
	Iteration 0F: 3 clusters Score -265826.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -266519.968750 Penalty: 2573.436035
	Iteration 1F: 3 clusters Score -266520 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -266908.375000 Penalty: 2573.436035
	Iteration 2F: 3 clusters Score -266908.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -267291.468750 Penalty: 2573.436035
	Iteration 3F: 3 clusters Score -267291.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -267556.406250 Penalty: 2573.436035
	Iteration 4F: 3 clusters Score -267556.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -267715.656250 Penalty: 2573.436035
	Iteration 5F: 3 clusters Score -267715.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -267833.093750 Penalty: 2573.436035
	Iteration 6Q: 3 clusters Score -267833.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -267886.906250 Penalty: 2573.436035
	Iteration 7Q: 3 clusters Score -267886.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -267911.437500 Penalty: 2573.436035
	Iteration 8Q: 3 clusters Score -267911.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -267924.718750 Penalty: 2573.436035
	Iteration 9Q: 3 clusters Score -267924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -267931.281250 Penalty: 2573.436035
	Iteration 10Q: 3 clusters Score -267931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -267933.750000 Penalty: 2573.436035
	Iteration 11Q: 3 clusters Score -267933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -267936.812500 Penalty: 2573.436035
	Iteration 12Q: 3 clusters Score -267936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267939.718750 Penalty: 2573.436035
	Iteration 13Q: 3 clusters Score -267939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267940.531250 Penalty: 2573.436035
	Iteration 14Q: 3 clusters Score -267940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -267940.687500 Penalty: 2573.436035
	Iteration 15Q: 3 clusters Score -267940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -267940.687500 Penalty: 2573.436035
	Iteration 16F: 3 clusters Score -267940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Entering Unmasked Estep 
Score: -3587926.750000 Penalty: 1700.750366
	Iteration 0F: 2 clusters Score -3587927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3564320.500000 Penalty: 3401.500732
	Iteration 0F: 3 clusters Score -3564320 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3573565.500000 Penalty: 3401.500732
	Iteration 1F: 3 clusters Score -3573566 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3574144.000000 Penalty: 3401.500732
	Iteration 2Q: 3 clusters Score -3574144 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3574875.750000 Penalty: 3401.500732
	Iteration 3Q: 3 clusters Score -3574876 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3576027.750000 Penalty: 3401.500732
	Iteration 4F: 3 clusters Score -3576028 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3577736.750000 Penalty: 3401.500732
	Iteration 5F: 3 clusters Score -3577737 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3580148.250000 Penalty: 3401.500732
	Iteration 6F: 3 clusters Score -3580148 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3582616.750000 Penalty: 3401.500732
	Iteration 7F: 3 clusters Score -3582617 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3584459.750000 Penalty: 3401.500732
	Iteration 8F: 3 clusters Score -3584460 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3585547.000000 Penalty: 3401.500732
	Iteration 9Q: 3 clusters Score -3585547 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3586045.000000 Penalty: 3401.500732
	Iteration 10Q: 3 clusters Score -3586045 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3586242.500000 Penalty: 3401.500732
	Iteration 11Q: 3 clusters Score -3586242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3586327.250000 Penalty: 3401.500732
	Iteration 12Q: 3 clusters Score -3586327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3586364.500000 Penalty: 3401.500732
	Iteration 13Q: 3 clusters Score -3586364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3586385.750000 Penalty: 3401.500732
	Iteration 14Q: 3 clusters Score -3586386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3586407.000000 Penalty: 3401.500732
	Iteration 15Q: 3 clusters Score -3586407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3586431.000000 Penalty: 3401.500732
	Iteration 16Q: 3 clusters Score -3586431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3586434.250000 Penalty: 3401.500732
	Iteration 17Q: 3 clusters Score -3586434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3586449.000000 Penalty: 3401.500732
	Iteration 18Q: 3 clusters Score -3586449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3586461.250000 Penalty: 3401.500732
	Iteration 19Q: 3 clusters Score -3586461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3586466.500000 Penalty: 3401.500732
	Iteration 20F: 3 clusters Score -3586466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3586470.250000 Penalty: 3401.500732
	Iteration 21Q: 3 clusters Score -3586470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3586470.250000 Penalty: 3401.500732
	Iteration 22F: 3 clusters Score -3586470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Entering Unmasked Estep 
Score: -4840985.000000 Penalty: 1742.927734
	Iteration 0F: 2 clusters Score -4840985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4810497.000000 Penalty: 3485.855469
	Iteration 0F: 3 clusters Score -4810497 nChanged 21296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4822542.000000 Penalty: 3485.855469
	Iteration 1F: 3 clusters Score -4822542 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4823051.000000 Penalty: 3485.855469
	Iteration 2Q: 3 clusters Score -4823051 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4823616.000000 Penalty: 3485.855469
	Iteration 3Q: 3 clusters Score -4823616 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4824272.000000 Penalty: 3485.855469
	Iteration 4Q: 3 clusters Score -4824272 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4825066.000000 Penalty: 3485.855469
	Iteration 5Q: 3 clusters Score -4825066 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4826183.000000 Penalty: 3485.855469
	Iteration 6Q: 3 clusters Score -4826183 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4827637.500000 Penalty: 3485.855469
	Iteration 7F: 3 clusters Score -4827638 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4829512.500000 Penalty: 3485.855469
	Iteration 8F: 3 clusters Score -4829512 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4831342.000000 Penalty: 3485.855469
	Iteration 9F: 3 clusters Score -4831342 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4832807.500000 Penalty: 3485.855469
	Iteration 10Q: 3 clusters Score -4832808 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4833746.500000 Penalty: 3485.855469
	Iteration 11Q: 3 clusters Score -4833746 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4834337.500000 Penalty: 3485.855469
	Iteration 12Q: 3 clusters Score -4834338 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4834758.000000 Penalty: 3485.855469
	Iteration 13Q: 3 clusters Score -4834758 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4835090.000000 Penalty: 3485.855469
	Iteration 14Q: 3 clusters Score -4835090 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4835427.000000 Penalty: 3485.855469
	Iteration 15Q: 3 clusters Score -4835427 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4835726.000000 Penalty: 3485.855469
	Iteration 16Q: 3 clusters Score -4835726 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4836050.500000 Penalty: 3485.855469
	Iteration 17Q: 3 clusters Score -4836050 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4836430.500000 Penalty: 3485.855469
	Iteration 18Q: 3 clusters Score -4836430 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4836828.500000 Penalty: 3485.855469
	Iteration 19Q: 3 clusters Score -4836828 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4837221.500000 Penalty: 3485.855469
	Iteration 20F: 3 clusters Score -4837222 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4837589.000000 Penalty: 3485.855469
	Iteration 21Q: 3 clusters Score -4837589 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4837952.500000 Penalty: 3485.855469
	Iteration 22Q: 3 clusters Score -4837952 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4838221.000000 Penalty: 3485.855469
	Iteration 23Q: 3 clusters Score -4838221 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4838492.500000 Penalty: 3485.855469
	Iteration 24Q: 3 clusters Score -4838492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4838733.500000 Penalty: 3485.855469
	Iteration 25Q: 3 clusters Score -4838734 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4838916.000000 Penalty: 3485.855469
	Iteration 26Q: 3 clusters Score -4838916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4839050.000000 Penalty: 3485.855469
	Iteration 27Q: 3 clusters Score -4839050 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4839136.500000 Penalty: 3485.855469
	Iteration 28Q: 3 clusters Score -4839136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4839212.000000 Penalty: 3485.855469
	Iteration 29Q: 3 clusters Score -4839212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4839256.000000 Penalty: 3485.855469
	Iteration 30Q: 3 clusters Score -4839256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4839291.500000 Penalty: 3485.855469
	Iteration 31Q: 3 clusters Score -4839292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4839324.000000 Penalty: 3485.855469
	Iteration 32Q: 3 clusters Score -4839324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4839342.000000 Penalty: 3485.855469
	Iteration 33Q: 3 clusters Score -4839342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4839358.500000 Penalty: 3485.855469
	Iteration 34Q: 3 clusters Score -4839358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4839364.000000 Penalty: 3485.855469
	Iteration 35Q: 3 clusters Score -4839364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4839373.500000 Penalty: 3485.855469
	Iteration 36Q: 3 clusters Score -4839374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4839394.000000 Penalty: 3485.855469
	Iteration 37Q: 3 clusters Score -4839394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4839400.500000 Penalty: 3485.855469
	Iteration 38Q: 3 clusters Score -4839400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4839407.000000 Penalty: 3485.855469
	Iteration 39Q: 3 clusters Score -4839407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4839416.500000 Penalty: 3485.855469
	Iteration 40F: 3 clusters Score -4839416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4839422.000000 Penalty: 3485.855469
	Iteration 41Q: 3 clusters Score -4839422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4839442.000000 Penalty: 3485.855469
	Iteration 42Q: 3 clusters Score -4839442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4839457.500000 Penalty: 3485.855469
	Iteration 43Q: 3 clusters Score -4839458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4839458.000000 Penalty: 3485.855469
	Iteration 44Q: 3 clusters Score -4839458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4839467.500000 Penalty: 3485.855469
	Iteration 45Q: 3 clusters Score -4839468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4839473.500000 Penalty: 3485.855469
	Iteration 46Q: 3 clusters Score -4839474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4839476.000000 Penalty: 3485.855469
	Iteration 47Q: 3 clusters Score -4839476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4839475.000000 Penalty: 3485.855469
	Iteration 48Q: 3 clusters Score -4839475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4839475.000000 Penalty: 3485.855469
	Iteration 49F: 3 clusters Score -4839475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Entering Unmasked Estep 
Score: -2913591.000000 Penalty: 1659.617188
	Iteration 0F: 2 clusters Score -2913591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2895097.000000 Penalty: 3319.234375
	Iteration 0F: 3 clusters Score -2895097 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2902202.000000 Penalty: 3319.234375
	Iteration 1F: 3 clusters Score -2902202 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2902644.250000 Penalty: 3319.234375
	Iteration 2Q: 3 clusters Score -2902644 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2903059.500000 Penalty: 3319.234375
	Iteration 3Q: 3 clusters Score -2903060 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2903557.750000 Penalty: 3319.234375
	Iteration 4Q: 3 clusters Score -2903558 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2904191.000000 Penalty: 3319.234375
	Iteration 5Q: 3 clusters Score -2904191 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2905014.500000 Penalty: 3319.234375
	Iteration 6F: 3 clusters Score -2905014 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2906183.250000 Penalty: 3319.234375
	Iteration 7F: 3 clusters Score -2906183 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2907608.500000 Penalty: 3319.234375
	Iteration 8F: 3 clusters Score -2907608 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2908838.250000 Penalty: 3319.234375
	Iteration 9F: 3 clusters Score -2908838 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2909589.250000 Penalty: 3319.234375
	Iteration 10Q: 3 clusters Score -2909589 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2910042.750000 Penalty: 3319.234375
	Iteration 11Q: 3 clusters Score -2910043 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2910353.500000 Penalty: 3319.234375
	Iteration 12Q: 3 clusters Score -2910354 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2910601.500000 Penalty: 3319.234375
	Iteration 13Q: 3 clusters Score -2910602 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2910819.500000 Penalty: 3319.234375
	Iteration 14Q: 3 clusters Score -2910820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2910988.500000 Penalty: 3319.234375
	Iteration 15Q: 3 clusters Score -2910988 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2911148.750000 Penalty: 3319.234375
	Iteration 16Q: 3 clusters Score -2911149 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2911289.750000 Penalty: 3319.234375
	Iteration 17Q: 3 clusters Score -2911290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2911404.250000 Penalty: 3319.234375
	Iteration 18Q: 3 clusters Score -2911404 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2911506.250000 Penalty: 3319.234375
	Iteration 19Q: 3 clusters Score -2911506 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2911589.750000 Penalty: 3319.234375
	Iteration 20F: 3 clusters Score -2911590 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2911665.250000 Penalty: 3319.234375
	Iteration 21Q: 3 clusters Score -2911665 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2911732.750000 Penalty: 3319.234375
	Iteration 22Q: 3 clusters Score -2911733 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2911784.000000 Penalty: 3319.234375
	Iteration 23Q: 3 clusters Score -2911784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2911842.750000 Penalty: 3319.234375
	Iteration 24Q: 3 clusters Score -2911843 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2911873.500000 Penalty: 3319.234375
	Iteration 25Q: 3 clusters Score -2911874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2911904.250000 Penalty: 3319.234375
	Iteration 26Q: 3 clusters Score -2911904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2911936.250000 Penalty: 3319.234375
	Iteration 27Q: 3 clusters Score -2911936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2911959.000000 Penalty: 3319.234375
	Iteration 28Q: 3 clusters Score -2911959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2911976.250000 Penalty: 3319.234375
	Iteration 29Q: 3 clusters Score -2911976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2911990.250000 Penalty: 3319.234375
	Iteration 30Q: 3 clusters Score -2911990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2912003.750000 Penalty: 3319.234375
	Iteration 31Q: 3 clusters Score -2912004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2912019.250000 Penalty: 3319.234375
	Iteration 32Q: 3 clusters Score -2912019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2912031.500000 Penalty: 3319.234375
	Iteration 33Q: 3 clusters Score -2912032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2912047.000000 Penalty: 3319.234375
	Iteration 34Q: 3 clusters Score -2912047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2912056.750000 Penalty: 3319.234375
	Iteration 35Q: 3 clusters Score -2912057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2912067.250000 Penalty: 3319.234375
	Iteration 36Q: 3 clusters Score -2912067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2912077.250000 Penalty: 3319.234375
	Iteration 37Q: 3 clusters Score -2912077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2912094.000000 Penalty: 3319.234375
	Iteration 38Q: 3 clusters Score -2912094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2912108.000000 Penalty: 3319.234375
	Iteration 39Q: 3 clusters Score -2912108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2912112.000000 Penalty: 3319.234375
	Iteration 40F: 3 clusters Score -2912112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2912112.500000 Penalty: 3319.234375
	Iteration 41Q: 3 clusters Score -2912112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2912120.000000 Penalty: 3319.234375
	Iteration 42Q: 3 clusters Score -2912120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2912137.500000 Penalty: 3319.234375
	Iteration 43Q: 3 clusters Score -2912138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2912150.000000 Penalty: 3319.234375
	Iteration 44Q: 3 clusters Score -2912150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2912158.000000 Penalty: 3319.234375
	Iteration 45Q: 3 clusters Score -2912158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2912160.250000 Penalty: 3319.234375
	Iteration 46Q: 3 clusters Score -2912160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2912166.500000 Penalty: 3319.234375
	Iteration 47Q: 3 clusters Score -2912166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2912170.000000 Penalty: 3319.234375
	Iteration 48Q: 3 clusters Score -2912170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2912166.250000 Penalty: 3319.234375
	Iteration 49Q: 3 clusters Score -2912166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2912169.750000 Penalty: 3319.234375
	Iteration 50Q: 3 clusters Score -2912170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2912177.500000 Penalty: 3319.234375
	Iteration 51Q: 3 clusters Score -2912178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2912177.250000 Penalty: 3319.234375
	Iteration 52Q: 3 clusters Score -2912177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2912180.000000 Penalty: 3319.234375
	Iteration 53Q: 3 clusters Score -2912180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2912183.000000 Penalty: 3319.234375
	Iteration 54Q: 3 clusters Score -2912183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2912185.500000 Penalty: 3319.234375
	Iteration 55Q: 3 clusters Score -2912186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2912185.000000 Penalty: 3319.234375
	Iteration 56Q: 3 clusters Score -2912185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2912190.250000 Penalty: 3319.234375
	Iteration 57Q: 3 clusters Score -2912190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2912192.000000 Penalty: 3319.234375
	Iteration 58Q: 3 clusters Score -2912192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2912194.750000 Penalty: 3319.234375
	Iteration 59Q: 3 clusters Score -2912195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2912195.250000 Penalty: 3319.234375
	Iteration 60F: 3 clusters Score -2912195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2912193.000000 Penalty: 3319.234375
	Iteration 61Q: 3 clusters Score -2912193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2912198.000000 Penalty: 3319.234375
	Iteration 62Q: 3 clusters Score -2912198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2912196.500000 Penalty: 3319.234375
	Iteration 63Q: 3 clusters Score -2912196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2912194.000000 Penalty: 3319.234375
	Iteration 64Q: 3 clusters Score -2912194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2912195.000000 Penalty: 3319.234375
	Iteration 65Q: 3 clusters Score -2912195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2912200.250000 Penalty: 3319.234375
	Iteration 66Q: 3 clusters Score -2912200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2912201.750000 Penalty: 3319.234375
	Iteration 67Q: 3 clusters Score -2912202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2912202.750000 Penalty: 3319.234375
	Iteration 68Q: 3 clusters Score -2912203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2912209.750000 Penalty: 3319.234375
	Iteration 69Q: 3 clusters Score -2912210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2912214.000000 Penalty: 3319.234375
	Iteration 70Q: 3 clusters Score -2912214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2912213.750000 Penalty: 3319.234375
	Iteration 71Q: 3 clusters Score -2912214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2912220.000000 Penalty: 3319.234375
	Iteration 72Q: 3 clusters Score -2912220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2912229.000000 Penalty: 3319.234375
	Iteration 73Q: 3 clusters Score -2912229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2912231.500000 Penalty: 3319.234375
	Iteration 74Q: 3 clusters Score -2912232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2912231.750000 Penalty: 3319.234375
	Iteration 75Q: 3 clusters Score -2912232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2912232.000000 Penalty: 3319.234375
	Iteration 76Q: 3 clusters Score -2912232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2912235.250000 Penalty: 3319.234375
	Iteration 77Q: 3 clusters Score -2912235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2912232.750000 Penalty: 3319.234375
	Iteration 78Q: 3 clusters Score -2912233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2912229.750000 Penalty: 3319.234375
	Iteration 79Q: 3 clusters Score -2912230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2912232.750000 Penalty: 3319.234375
	Iteration 80F: 3 clusters Score -2912233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2912231.250000 Penalty: 3319.234375
	Iteration 81Q: 3 clusters Score -2912231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2912233.750000 Penalty: 3319.234375
	Iteration 82Q: 3 clusters Score -2912234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2912235.250000 Penalty: 3319.234375
	Iteration 83Q: 3 clusters Score -2912235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2912233.250000 Penalty: 3319.234375
	Iteration 84Q: 3 clusters Score -2912233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2912235.250000 Penalty: 3319.234375
	Iteration 85Q: 3 clusters Score -2912235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2912235.250000 Penalty: 3319.234375
	Iteration 86F: 3 clusters Score -2912235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Entering Unmasked Estep 
Score: -3817619.500000 Penalty: 1703.686035
	Iteration 0F: 2 clusters Score -3817620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3793812.000000 Penalty: 3407.372070
	Iteration 0F: 3 clusters Score -3793812 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3803045.000000 Penalty: 3407.372070
	Iteration 1F: 3 clusters Score -3803045 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3803662.750000 Penalty: 3407.372070
	Iteration 2Q: 3 clusters Score -3803663 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3804275.750000 Penalty: 3407.372070
	Iteration 3Q: 3 clusters Score -3804276 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3805014.250000 Penalty: 3407.372070
	Iteration 4Q: 3 clusters Score -3805014 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3805985.250000 Penalty: 3407.372070
	Iteration 5Q: 3 clusters Score -3805985 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3807142.500000 Penalty: 3407.372070
	Iteration 6F: 3 clusters Score -3807142 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3808560.000000 Penalty: 3407.372070
	Iteration 7F: 3 clusters Score -3808560 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3810018.000000 Penalty: 3407.372070
	Iteration 8F: 3 clusters Score -3810018 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3811304.750000 Penalty: 3407.372070
	Iteration 9Q: 3 clusters Score -3811305 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3812296.250000 Penalty: 3407.372070
	Iteration 10Q: 3 clusters Score -3812296 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3813056.250000 Penalty: 3407.372070
	Iteration 11Q: 3 clusters Score -3813056 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3813640.500000 Penalty: 3407.372070
	Iteration 12Q: 3 clusters Score -3813640 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3814132.750000 Penalty: 3407.372070
	Iteration 13Q: 3 clusters Score -3814133 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3814553.250000 Penalty: 3407.372070
	Iteration 14Q: 3 clusters Score -3814553 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3814922.750000 Penalty: 3407.372070
	Iteration 15Q: 3 clusters Score -3814923 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3815241.750000 Penalty: 3407.372070
	Iteration 16Q: 3 clusters Score -3815242 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3815527.750000 Penalty: 3407.372070
	Iteration 17Q: 3 clusters Score -3815528 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3815764.000000 Penalty: 3407.372070
	Iteration 18Q: 3 clusters Score -3815764 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3815949.750000 Penalty: 3407.372070
	Iteration 19Q: 3 clusters Score -3815950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3816076.750000 Penalty: 3407.372070
	Iteration 20F: 3 clusters Score -3816077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3816143.500000 Penalty: 3407.372070
	Iteration 21Q: 3 clusters Score -3816144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3816188.250000 Penalty: 3407.372070
	Iteration 22Q: 3 clusters Score -3816188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3816223.500000 Penalty: 3407.372070
	Iteration 23Q: 3 clusters Score -3816224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3816240.500000 Penalty: 3407.372070
	Iteration 24Q: 3 clusters Score -3816240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3816263.750000 Penalty: 3407.372070
	Iteration 25Q: 3 clusters Score -3816264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3816278.000000 Penalty: 3407.372070
	Iteration 26Q: 3 clusters Score -3816278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3816282.500000 Penalty: 3407.372070
	Iteration 27Q: 3 clusters Score -3816282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3816284.500000 Penalty: 3407.372070
	Iteration 28Q: 3 clusters Score -3816284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3816292.000000 Penalty: 3407.372070
	Iteration 29Q: 3 clusters Score -3816292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3816298.250000 Penalty: 3407.372070
	Iteration 30Q: 3 clusters Score -3816298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3816309.000000 Penalty: 3407.372070
	Iteration 31Q: 3 clusters Score -3816309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3816316.250000 Penalty: 3407.372070
	Iteration 32Q: 3 clusters Score -3816316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3816318.500000 Penalty: 3407.372070
	Iteration 33Q: 3 clusters Score -3816318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3816323.250000 Penalty: 3407.372070
	Iteration 34Q: 3 clusters Score -3816323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3816326.000000 Penalty: 3407.372070
	Iteration 35Q: 3 clusters Score -3816326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3816326.250000 Penalty: 3407.372070
	Iteration 36Q: 3 clusters Score -3816326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3816325.500000 Penalty: 3407.372070
	Iteration 37Q: 3 clusters Score -3816326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3816325.250000 Penalty: 3407.372070
	Iteration 38Q: 3 clusters Score -3816325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3816325.250000 Penalty: 3407.372070
	Iteration 39F: 3 clusters Score -3816325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -264753.375000 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -264753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -262339.750000 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -262339.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -263039.906250 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -263039.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -263214.687500 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -263214.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263321.000000 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -263321 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -263385.031250 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -263385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -263435.468750 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -263435.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -263489.187500 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -263489.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -263533.906250 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -263533.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -263570.531250 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -263570.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263593.625000 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -263593.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -263615.781250 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -263615.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -263644.000000 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -263644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -263674.875000 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -263674.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -263703.875000 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -263703.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -263734.906250 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -263734.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -263764.593750 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -263764.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -263779.562500 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -263779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -263792.937500 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -263792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -263809.687500 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -263809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -263828.750000 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -263828.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -263854.343750 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -263854.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -263877.281250 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -263877.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -263898.437500 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -263898.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -263916.250000 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -263916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -263929.687500 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -263929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -263940.718750 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -263940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -263945.812500 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -263945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -263953.031250 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -263953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -263963.312500 Penalty: 2549.123291
	Iteration 28Q: 3 clusters Score -263963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -263973.937500 Penalty: 2549.123291
	Iteration 29Q: 3 clusters Score -263973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -263983.343750 Penalty: 2549.123291
	Iteration 30Q: 3 clusters Score -263983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -263988.656250 Penalty: 2549.123291
	Iteration 31Q: 3 clusters Score -263988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -263992.375000 Penalty: 2549.123291
	Iteration 32Q: 3 clusters Score -263992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -263995.125000 Penalty: 2549.123291
	Iteration 33Q: 3 clusters Score -263995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -263996.906250 Penalty: 2549.123291
	Iteration 34Q: 3 clusters Score -263996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -264001.812500 Penalty: 2549.123291
	Iteration 35Q: 3 clusters Score -264001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -264006.250000 Penalty: 2549.123291
	Iteration 36Q: 3 clusters Score -264006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -264011.718750 Penalty: 2549.123291
	Iteration 37Q: 3 clusters Score -264011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -264014.718750 Penalty: 2549.123291
	Iteration 38Q: 3 clusters Score -264014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -264020.906250 Penalty: 2549.123291
	Iteration 39Q: 3 clusters Score -264020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -264029.562500 Penalty: 2549.123291
	Iteration 40F: 3 clusters Score -264029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -264044.468750 Penalty: 2549.123291
	Iteration 41Q: 3 clusters Score -264044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -264055.906250 Penalty: 2549.123291
	Iteration 42Q: 3 clusters Score -264055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -264061.093750 Penalty: 2549.123291
	Iteration 43Q: 3 clusters Score -264061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -264066.718750 Penalty: 2549.123291
	Iteration 44Q: 3 clusters Score -264066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -264069.562500 Penalty: 2549.123291
	Iteration 45Q: 3 clusters Score -264069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -264074.281250 Penalty: 2549.123291
	Iteration 46Q: 3 clusters Score -264074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -264077.812500 Penalty: 2549.123291
	Iteration 47Q: 3 clusters Score -264077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -264081.281250 Penalty: 2549.123291
	Iteration 48Q: 3 clusters Score -264081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -264084.000000 Penalty: 2549.123291
	Iteration 49Q: 3 clusters Score -264084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -264085.031250 Penalty: 2549.123291
	Iteration 50Q: 3 clusters Score -264085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -264089.000000 Penalty: 2549.123291
	Iteration 51Q: 3 clusters Score -264089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -264090.781250 Penalty: 2549.123291
	Iteration 52Q: 3 clusters Score -264090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -264091.937500 Penalty: 2549.123291
	Iteration 53Q: 3 clusters Score -264091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -264092.437500 Penalty: 2549.123291
	Iteration 54Q: 3 clusters Score -264092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -264092.437500 Penalty: 2549.123291
	Iteration 55F: 3 clusters Score -264092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Entering Unmasked Estep 
Score: -4987995.000000 Penalty: 1747.226440
	Iteration 0F: 2 clusters Score -4987995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4956810.500000 Penalty: 3494.452881
	Iteration 0F: 3 clusters Score -4956810 nChanged 21755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4969079.000000 Penalty: 3494.452881
	Iteration 1F: 3 clusters Score -4969079 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4969502.000000 Penalty: 3494.452881
	Iteration 2Q: 3 clusters Score -4969502 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4969953.500000 Penalty: 3494.452881
	Iteration 3Q: 3 clusters Score -4969954 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4970443.000000 Penalty: 3494.452881
	Iteration 4Q: 3 clusters Score -4970443 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4970935.500000 Penalty: 3494.452881
	Iteration 5Q: 3 clusters Score -4970936 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4971642.500000 Penalty: 3494.452881
	Iteration 6Q: 3 clusters Score -4971642 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4972598.000000 Penalty: 3494.452881
	Iteration 7Q: 3 clusters Score -4972598 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4973981.500000 Penalty: 3494.452881
	Iteration 8Q: 3 clusters Score -4973982 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4975742.500000 Penalty: 3494.452881
	Iteration 9F: 3 clusters Score -4975742 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4977534.500000 Penalty: 3494.452881
	Iteration 10F: 3 clusters Score -4977534 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4978710.000000 Penalty: 3494.452881
	Iteration 11Q: 3 clusters Score -4978710 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4979239.000000 Penalty: 3494.452881
	Iteration 12Q: 3 clusters Score -4979239 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4979416.000000 Penalty: 3494.452881
	Iteration 13Q: 3 clusters Score -4979416 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4979531.500000 Penalty: 3494.452881
	Iteration 14Q: 3 clusters Score -4979532 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4979596.500000 Penalty: 3494.452881
	Iteration 15Q: 3 clusters Score -4979596 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4979624.500000 Penalty: 3494.452881
	Iteration 16Q: 3 clusters Score -4979624 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4979650.000000 Penalty: 3494.452881
	Iteration 17Q: 3 clusters Score -4979650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4979679.500000 Penalty: 3494.452881
	Iteration 18Q: 3 clusters Score -4979680 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4979714.500000 Penalty: 3494.452881
	Iteration 19Q: 3 clusters Score -4979714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4979741.500000 Penalty: 3494.452881
	Iteration 20F: 3 clusters Score -4979742 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4979769.000000 Penalty: 3494.452881
	Iteration 21Q: 3 clusters Score -4979769 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4979819.000000 Penalty: 3494.452881
	Iteration 22Q: 3 clusters Score -4979819 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4979865.500000 Penalty: 3494.452881
	Iteration 23Q: 3 clusters Score -4979866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4979884.000000 Penalty: 3494.452881
	Iteration 24Q: 3 clusters Score -4979884 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4979912.500000 Penalty: 3494.452881
	Iteration 25Q: 3 clusters Score -4979912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4979946.000000 Penalty: 3494.452881
	Iteration 26Q: 3 clusters Score -4979946 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4979996.500000 Penalty: 3494.452881
	Iteration 27Q: 3 clusters Score -4979996 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4980005.000000 Penalty: 3494.452881
	Iteration 28Q: 3 clusters Score -4980005 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4980051.000000 Penalty: 3494.452881
	Iteration 29Q: 3 clusters Score -4980051 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4980085.500000 Penalty: 3494.452881
	Iteration 30Q: 3 clusters Score -4980086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4980129.500000 Penalty: 3494.452881
	Iteration 31Q: 3 clusters Score -4980130 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4980185.500000 Penalty: 3494.452881
	Iteration 32Q: 3 clusters Score -4980186 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4980214.500000 Penalty: 3494.452881
	Iteration 33Q: 3 clusters Score -4980214 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4980284.000000 Penalty: 3494.452881
	Iteration 34Q: 3 clusters Score -4980284 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4980311.500000 Penalty: 3494.452881
	Iteration 35Q: 3 clusters Score -4980312 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4980347.500000 Penalty: 3494.452881
	Iteration 36Q: 3 clusters Score -4980348 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4980382.000000 Penalty: 3494.452881
	Iteration 37Q: 3 clusters Score -4980382 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4980412.000000 Penalty: 3494.452881
	Iteration 38Q: 3 clusters Score -4980412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4980434.500000 Penalty: 3494.452881
	Iteration 39Q: 3 clusters Score -4980434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4980459.000000 Penalty: 3494.452881
	Iteration 40F: 3 clusters Score -4980459 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4980486.000000 Penalty: 3494.452881
	Iteration 41Q: 3 clusters Score -4980486 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4980550.000000 Penalty: 3494.452881
	Iteration 42Q: 3 clusters Score -4980550 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4980580.500000 Penalty: 3494.452881
	Iteration 43Q: 3 clusters Score -4980580 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4980613.000000 Penalty: 3494.452881
	Iteration 44Q: 3 clusters Score -4980613 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4980663.000000 Penalty: 3494.452881
	Iteration 45Q: 3 clusters Score -4980663 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4980707.000000 Penalty: 3494.452881
	Iteration 46Q: 3 clusters Score -4980707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4980730.500000 Penalty: 3494.452881
	Iteration 47Q: 3 clusters Score -4980730 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4980780.000000 Penalty: 3494.452881
	Iteration 48Q: 3 clusters Score -4980780 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4980821.500000 Penalty: 3494.452881
	Iteration 49Q: 3 clusters Score -4980822 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4980888.000000 Penalty: 3494.452881
	Iteration 50Q: 3 clusters Score -4980888 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4980961.500000 Penalty: 3494.452881
	Iteration 51Q: 3 clusters Score -4980962 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4981029.500000 Penalty: 3494.452881
	Iteration 52Q: 3 clusters Score -4981030 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4981103.000000 Penalty: 3494.452881
	Iteration 53Q: 3 clusters Score -4981103 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4981157.000000 Penalty: 3494.452881
	Iteration 54Q: 3 clusters Score -4981157 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4981223.000000 Penalty: 3494.452881
	Iteration 55Q: 3 clusters Score -4981223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4981298.000000 Penalty: 3494.452881
	Iteration 56Q: 3 clusters Score -4981298 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4981356.000000 Penalty: 3494.452881
	Iteration 57Q: 3 clusters Score -4981356 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4981430.500000 Penalty: 3494.452881
	Iteration 58Q: 3 clusters Score -4981430 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -4981525.500000 Penalty: 3494.452881
	Iteration 59Q: 3 clusters Score -4981526 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4981595.500000 Penalty: 3494.452881
	Iteration 60F: 3 clusters Score -4981596 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4981685.500000 Penalty: 3494.452881
	Iteration 61Q: 3 clusters Score -4981686 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4981748.500000 Penalty: 3494.452881
	Iteration 62Q: 3 clusters Score -4981748 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4981837.500000 Penalty: 3494.452881
	Iteration 63Q: 3 clusters Score -4981838 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4981922.000000 Penalty: 3494.452881
	Iteration 64Q: 3 clusters Score -4981922 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4982014.000000 Penalty: 3494.452881
	Iteration 65Q: 3 clusters Score -4982014 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4982137.500000 Penalty: 3494.452881
	Iteration 66Q: 3 clusters Score -4982138 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4982301.500000 Penalty: 3494.452881
	Iteration 67Q: 3 clusters Score -4982302 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4982467.500000 Penalty: 3494.452881
	Iteration 68Q: 3 clusters Score -4982468 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4982646.500000 Penalty: 3494.452881
	Iteration 69Q: 3 clusters Score -4982646 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4982851.000000 Penalty: 3494.452881
	Iteration 70Q: 3 clusters Score -4982851 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4983073.000000 Penalty: 3494.452881
	Iteration 71Q: 3 clusters Score -4983073 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4983288.000000 Penalty: 3494.452881
	Iteration 72Q: 3 clusters Score -4983288 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -4983532.500000 Penalty: 3494.452881
	Iteration 73Q: 3 clusters Score -4983532 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4983856.000000 Penalty: 3494.452881
	Iteration 74Q: 3 clusters Score -4983856 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4984137.500000 Penalty: 3494.452881
	Iteration 75Q: 3 clusters Score -4984138 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4984426.500000 Penalty: 3494.452881
	Iteration 76Q: 3 clusters Score -4984426 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4984736.500000 Penalty: 3494.452881
	Iteration 77Q: 3 clusters Score -4984736 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4985023.000000 Penalty: 3494.452881
	Iteration 78Q: 3 clusters Score -4985023 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4985306.500000 Penalty: 3494.452881
	Iteration 79Q: 3 clusters Score -4985306 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4985529.500000 Penalty: 3494.452881
	Iteration 80F: 3 clusters Score -4985530 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4985743.500000 Penalty: 3494.452881
	Iteration 81Q: 3 clusters Score -4985744 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4985908.000000 Penalty: 3494.452881
	Iteration 82Q: 3 clusters Score -4985908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4986061.500000 Penalty: 3494.452881
	Iteration 83Q: 3 clusters Score -4986062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4986138.500000 Penalty: 3494.452881
	Iteration 84Q: 3 clusters Score -4986138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4986198.000000 Penalty: 3494.452881
	Iteration 85Q: 3 clusters Score -4986198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4986243.000000 Penalty: 3494.452881
	Iteration 86Q: 3 clusters Score -4986243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4986278.000000 Penalty: 3494.452881
	Iteration 87Q: 3 clusters Score -4986278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4986307.000000 Penalty: 3494.452881
	Iteration 88Q: 3 clusters Score -4986307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4986343.000000 Penalty: 3494.452881
	Iteration 89Q: 3 clusters Score -4986343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4986359.500000 Penalty: 3494.452881
	Iteration 90Q: 3 clusters Score -4986360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4986385.000000 Penalty: 3494.452881
	Iteration 91Q: 3 clusters Score -4986385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4986395.500000 Penalty: 3494.452881
	Iteration 92Q: 3 clusters Score -4986396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4986401.000000 Penalty: 3494.452881
	Iteration 93Q: 3 clusters Score -4986401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4986405.500000 Penalty: 3494.452881
	Iteration 94Q: 3 clusters Score -4986406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4986415.500000 Penalty: 3494.452881
	Iteration 95Q: 3 clusters Score -4986416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4986427.000000 Penalty: 3494.452881
	Iteration 96Q: 3 clusters Score -4986427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4986431.000000 Penalty: 3494.452881
	Iteration 97Q: 3 clusters Score -4986431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4986439.500000 Penalty: 3494.452881
	Iteration 98Q: 3 clusters Score -4986440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4986447.000000 Penalty: 3494.452881
	Iteration 99Q: 3 clusters Score -4986447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4986458.000000 Penalty: 3494.452881
	Iteration 100F: 3 clusters Score -4986458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4986456.000000 Penalty: 3494.452881
	Iteration 101Q: 3 clusters Score -4986456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4986460.000000 Penalty: 3494.452881
	Iteration 102Q: 3 clusters Score -4986460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4986457.000000 Penalty: 3494.452881
	Iteration 103Q: 3 clusters Score -4986457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4986464.000000 Penalty: 3494.452881
	Iteration 104Q: 3 clusters Score -4986464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4986470.000000 Penalty: 3494.452881
	Iteration 105Q: 3 clusters Score -4986470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4986474.500000 Penalty: 3494.452881
	Iteration 106Q: 3 clusters Score -4986474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4986470.500000 Penalty: 3494.452881
	Iteration 107Q: 3 clusters Score -4986470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4986470.500000 Penalty: 3494.452881
	Iteration 108F: 3 clusters Score -4986470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -3485039.750000 Penalty: 1688.681152
	Iteration 0F: 2 clusters Score -3485040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3463029.500000 Penalty: 3377.362305
	Iteration 0F: 3 clusters Score -3463030 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3471416.000000 Penalty: 3377.362305
	Iteration 1F: 3 clusters Score -3471416 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3471761.500000 Penalty: 3377.362305
	Iteration 2Q: 3 clusters Score -3471762 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3472084.250000 Penalty: 3377.362305
	Iteration 3Q: 3 clusters Score -3472084 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3472415.250000 Penalty: 3377.362305
	Iteration 4Q: 3 clusters Score -3472415 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3472805.250000 Penalty: 3377.362305
	Iteration 5Q: 3 clusters Score -3472805 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3473324.500000 Penalty: 3377.362305
	Iteration 6Q: 3 clusters Score -3473324 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3474120.500000 Penalty: 3377.362305
	Iteration 7Q: 3 clusters Score -3474120 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3475352.750000 Penalty: 3377.362305
	Iteration 8F: 3 clusters Score -3475353 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3476980.750000 Penalty: 3377.362305
	Iteration 9F: 3 clusters Score -3476981 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3478865.500000 Penalty: 3377.362305
	Iteration 10F: 3 clusters Score -3478866 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3480676.250000 Penalty: 3377.362305
	Iteration 11F: 3 clusters Score -3480676 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3482000.250000 Penalty: 3377.362305
	Iteration 12Q: 3 clusters Score -3482000 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3482745.250000 Penalty: 3377.362305
	Iteration 13Q: 3 clusters Score -3482745 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3483163.500000 Penalty: 3377.362305
	Iteration 14Q: 3 clusters Score -3483164 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3483370.000000 Penalty: 3377.362305
	Iteration 15Q: 3 clusters Score -3483370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3483466.500000 Penalty: 3377.362305
	Iteration 16Q: 3 clusters Score -3483466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3483519.750000 Penalty: 3377.362305
	Iteration 17Q: 3 clusters Score -3483520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3483565.250000 Penalty: 3377.362305
	Iteration 18Q: 3 clusters Score -3483565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3483591.250000 Penalty: 3377.362305
	Iteration 19Q: 3 clusters Score -3483591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3483599.750000 Penalty: 3377.362305
	Iteration 20F: 3 clusters Score -3483600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3483605.000000 Penalty: 3377.362305
	Iteration 21Q: 3 clusters Score -3483605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3483614.000000 Penalty: 3377.362305
	Iteration 22Q: 3 clusters Score -3483614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3483623.750000 Penalty: 3377.362305
	Iteration 23Q: 3 clusters Score -3483624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3483629.250000 Penalty: 3377.362305
	Iteration 24Q: 3 clusters Score -3483629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3483633.750000 Penalty: 3377.362305
	Iteration 25Q: 3 clusters Score -3483634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3483644.750000 Penalty: 3377.362305
	Iteration 26Q: 3 clusters Score -3483645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3483663.000000 Penalty: 3377.362305
	Iteration 27Q: 3 clusters Score -3483663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3483662.750000 Penalty: 3377.362305
	Iteration 28Q: 3 clusters Score -3483663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3483673.500000 Penalty: 3377.362305
	Iteration 29Q: 3 clusters Score -3483674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3483682.500000 Penalty: 3377.362305
	Iteration 30Q: 3 clusters Score -3483682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3483686.500000 Penalty: 3377.362305
	Iteration 31Q: 3 clusters Score -3483686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3483684.250000 Penalty: 3377.362305
	Iteration 32Q: 3 clusters Score -3483684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3483686.500000 Penalty: 3377.362305
	Iteration 33Q: 3 clusters Score -3483686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3483686.000000 Penalty: 3377.362305
	Iteration 34Q: 3 clusters Score -3483686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3483686.000000 Penalty: 3377.362305
	Iteration 35F: 3 clusters Score -3483686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -376636.687500 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -376636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -373512.281250 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -373512.3 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -374310.656250 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -374310.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374486.375000 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -374486.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -374634.250000 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -374634.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -374755.250000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -374755.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -374840.500000 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -374840.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -374908.343750 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -374908.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -374963.031250 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -374963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -375007.437500 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -375007.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -375050.500000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -375050.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -375090.812500 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -375090.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375123.500000 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -375123.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -375150.437500 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -375150.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -375172.406250 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -375172.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -375196.375000 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -375196.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -375217.562500 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -375217.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -375236.031250 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -375236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -375252.062500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -375252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -375265.062500 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -375265.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -375273.312500 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -375273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -375291.187500 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -375291.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -375312.218750 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -375312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -375322.093750 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -375322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -375328.906250 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -375328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -375333.500000 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -375333.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -375337.312500 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -375337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -375340.562500 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -375340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -375342.593750 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -375342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -375345.906250 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -375345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -375349.625000 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -375349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -375352.312500 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -375352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -375356.312500 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -375356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -375361.406250 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -375361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -375367.187500 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -375367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -375371.906250 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -375371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -375375.843750 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -375375.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -375383.750000 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -375383.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -375391.187500 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -375391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -375397.656250 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -375397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -375403.906250 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -375403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -375411.500000 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -375411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -375419.062500 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -375419.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -375429.531250 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -375429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -375438.343750 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -375438.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -375446.937500 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -375446.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -375454.625000 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -375454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -375470.781250 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -375470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -375492.406250 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -375492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -375511.968750 Penalty: 2659.785645
	Iteration 48Q: 3 clusters Score -375512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -375536.062500 Penalty: 2659.785645
	Iteration 49Q: 3 clusters Score -375536.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -375555.968750 Penalty: 2659.785645
	Iteration 50Q: 3 clusters Score -375556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -375566.812500 Penalty: 2659.785645
	Iteration 51Q: 3 clusters Score -375566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -375577.156250 Penalty: 2659.785645
	Iteration 52Q: 3 clusters Score -375577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -375582.312500 Penalty: 2659.785645
	Iteration 53Q: 3 clusters Score -375582.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -375590.937500 Penalty: 2659.785645
	Iteration 54Q: 3 clusters Score -375590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -375594.968750 Penalty: 2659.785645
	Iteration 55Q: 3 clusters Score -375595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -375597.093750 Penalty: 2659.785645
	Iteration 56Q: 3 clusters Score -375597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -375598.593750 Penalty: 2659.785645
	Iteration 57Q: 3 clusters Score -375598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -375599.156250 Penalty: 2659.785645
	Iteration 58Q: 3 clusters Score -375599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -375599.156250 Penalty: 2659.785645
	Iteration 59F: 3 clusters Score -375599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Entering Unmasked Estep 
Score: -5349467.000000 Penalty: 1757.888672
	Iteration 0F: 2 clusters Score -5349467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5316048.000000 Penalty: 3515.777344
	Iteration 0F: 3 clusters Score -5316048 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5329279.500000 Penalty: 3515.777344
	Iteration 1F: 3 clusters Score -5329280 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5329795.000000 Penalty: 3515.777344
	Iteration 2Q: 3 clusters Score -5329795 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -5330341.500000 Penalty: 3515.777344
	Iteration 3Q: 3 clusters Score -5330342 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5330935.500000 Penalty: 3515.777344
	Iteration 4Q: 3 clusters Score -5330936 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5331814.500000 Penalty: 3515.777344
	Iteration 5Q: 3 clusters Score -5331814 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5332958.000000 Penalty: 3515.777344
	Iteration 6Q: 3 clusters Score -5332958 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5334462.000000 Penalty: 3515.777344
	Iteration 7F: 3 clusters Score -5334462 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5336308.500000 Penalty: 3515.777344
	Iteration 8F: 3 clusters Score -5336308 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5338277.000000 Penalty: 3515.777344
	Iteration 9F: 3 clusters Score -5338277 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5340032.500000 Penalty: 3515.777344
	Iteration 10F: 3 clusters Score -5340032 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5341415.000000 Penalty: 3515.777344
	Iteration 11Q: 3 clusters Score -5341415 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5342297.000000 Penalty: 3515.777344
	Iteration 12Q: 3 clusters Score -5342297 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5342979.500000 Penalty: 3515.777344
	Iteration 13Q: 3 clusters Score -5342980 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5343447.000000 Penalty: 3515.777344
	Iteration 14Q: 3 clusters Score -5343447 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5343746.000000 Penalty: 3515.777344
	Iteration 15Q: 3 clusters Score -5343746 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -5344017.500000 Penalty: 3515.777344
	Iteration 16Q: 3 clusters Score -5344018 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5344184.500000 Penalty: 3515.777344
	Iteration 17Q: 3 clusters Score -5344184 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -5344363.000000 Penalty: 3515.777344
	Iteration 18Q: 3 clusters Score -5344363 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5344461.500000 Penalty: 3515.777344
	Iteration 19Q: 3 clusters Score -5344462 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5344571.500000 Penalty: 3515.777344
	Iteration 20F: 3 clusters Score -5344572 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5344671.500000 Penalty: 3515.777344
	Iteration 21Q: 3 clusters Score -5344672 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5344797.000000 Penalty: 3515.777344
	Iteration 22Q: 3 clusters Score -5344797 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5344913.500000 Penalty: 3515.777344
	Iteration 23Q: 3 clusters Score -5344914 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5344993.000000 Penalty: 3515.777344
	Iteration 24Q: 3 clusters Score -5344993 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5345081.500000 Penalty: 3515.777344
	Iteration 25Q: 3 clusters Score -5345082 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -5345183.000000 Penalty: 3515.777344
	Iteration 26Q: 3 clusters Score -5345183 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5345267.500000 Penalty: 3515.777344
	Iteration 27Q: 3 clusters Score -5345268 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5345361.500000 Penalty: 3515.777344
	Iteration 28Q: 3 clusters Score -5345362 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5345470.500000 Penalty: 3515.777344
	Iteration 29Q: 3 clusters Score -5345470 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5345542.500000 Penalty: 3515.777344
	Iteration 30Q: 3 clusters Score -5345542 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5345625.500000 Penalty: 3515.777344
	Iteration 31Q: 3 clusters Score -5345626 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5345724.000000 Penalty: 3515.777344
	Iteration 32Q: 3 clusters Score -5345724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5345843.500000 Penalty: 3515.777344
	Iteration 33Q: 3 clusters Score -5345844 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5345932.000000 Penalty: 3515.777344
	Iteration 34Q: 3 clusters Score -5345932 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -5346057.000000 Penalty: 3515.777344
	Iteration 35Q: 3 clusters Score -5346057 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5346184.500000 Penalty: 3515.777344
	Iteration 36Q: 3 clusters Score -5346184 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5346297.000000 Penalty: 3515.777344
	Iteration 37Q: 3 clusters Score -5346297 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5346390.500000 Penalty: 3515.777344
	Iteration 38Q: 3 clusters Score -5346390 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -5346478.000000 Penalty: 3515.777344
	Iteration 39Q: 3 clusters Score -5346478 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5346574.000000 Penalty: 3515.777344
	Iteration 40F: 3 clusters Score -5346574 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5346680.000000 Penalty: 3515.777344
	Iteration 41Q: 3 clusters Score -5346680 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5346820.500000 Penalty: 3515.777344
	Iteration 42Q: 3 clusters Score -5346820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -5346921.000000 Penalty: 3515.777344
	Iteration 43Q: 3 clusters Score -5346921 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5347086.500000 Penalty: 3515.777344
	Iteration 44Q: 3 clusters Score -5347086 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5347218.000000 Penalty: 3515.777344
	Iteration 45Q: 3 clusters Score -5347218 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5347377.500000 Penalty: 3515.777344
	Iteration 46Q: 3 clusters Score -5347378 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5347559.500000 Penalty: 3515.777344
	Iteration 47Q: 3 clusters Score -5347560 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5347746.500000 Penalty: 3515.777344
	Iteration 48Q: 3 clusters Score -5347746 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5347901.500000 Penalty: 3515.777344
	Iteration 49Q: 3 clusters Score -5347902 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5348070.500000 Penalty: 3515.777344
	Iteration 50Q: 3 clusters Score -5348070 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5348199.500000 Penalty: 3515.777344
	Iteration 51Q: 3 clusters Score -5348200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5348340.000000 Penalty: 3515.777344
	Iteration 52Q: 3 clusters Score -5348340 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5348402.500000 Penalty: 3515.777344
	Iteration 53Q: 3 clusters Score -5348402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5348477.000000 Penalty: 3515.777344
	Iteration 54Q: 3 clusters Score -5348477 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5348537.000000 Penalty: 3515.777344
	Iteration 55Q: 3 clusters Score -5348537 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5348605.000000 Penalty: 3515.777344
	Iteration 56Q: 3 clusters Score -5348605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5348659.500000 Penalty: 3515.777344
	Iteration 57Q: 3 clusters Score -5348660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5348697.500000 Penalty: 3515.777344
	Iteration 58Q: 3 clusters Score -5348698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5348725.500000 Penalty: 3515.777344
	Iteration 59Q: 3 clusters Score -5348726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5348749.500000 Penalty: 3515.777344
	Iteration 60F: 3 clusters Score -5348750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5348777.000000 Penalty: 3515.777344
	Iteration 61Q: 3 clusters Score -5348777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5348790.000000 Penalty: 3515.777344
	Iteration 62Q: 3 clusters Score -5348790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5348809.000000 Penalty: 3515.777344
	Iteration 63Q: 3 clusters Score -5348809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5348823.000000 Penalty: 3515.777344
	Iteration 64Q: 3 clusters Score -5348823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5348825.000000 Penalty: 3515.777344
	Iteration 65Q: 3 clusters Score -5348825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5348828.000000 Penalty: 3515.777344
	Iteration 66Q: 3 clusters Score -5348828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5348834.000000 Penalty: 3515.777344
	Iteration 67Q: 3 clusters Score -5348834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5348839.500000 Penalty: 3515.777344
	Iteration 68Q: 3 clusters Score -5348840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5348840.500000 Penalty: 3515.777344
	Iteration 69Q: 3 clusters Score -5348840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5348842.500000 Penalty: 3515.777344
	Iteration 70Q: 3 clusters Score -5348842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5348841.000000 Penalty: 3515.777344
	Iteration 71Q: 3 clusters Score -5348841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5348841.500000 Penalty: 3515.777344
	Iteration 72Q: 3 clusters Score -5348842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5348839.000000 Penalty: 3515.777344
	Iteration 73Q: 3 clusters Score -5348839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5348840.500000 Penalty: 3515.777344
	Iteration 74Q: 3 clusters Score -5348840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5348842.000000 Penalty: 3515.777344
	Iteration 75Q: 3 clusters Score -5348842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5348849.000000 Penalty: 3515.777344
	Iteration 76Q: 3 clusters Score -5348849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5348844.500000 Penalty: 3515.777344
	Iteration 77Q: 3 clusters Score -5348844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5348845.500000 Penalty: 3515.777344
	Iteration 78Q: 3 clusters Score -5348846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5348845.500000 Penalty: 3515.777344
	Iteration 79F: 3 clusters Score -5348846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Entering Unmasked Estep 
Score: -1927401.625000 Penalty: 1592.240723
	Iteration 0F: 2 clusters Score -1927402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1915161.500000 Penalty: 3184.481445
	Iteration 0F: 3 clusters Score -1915162 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1919479.000000 Penalty: 3184.481445
	Iteration 1F: 3 clusters Score -1919479 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1919894.625000 Penalty: 3184.481445
	Iteration 2F: 3 clusters Score -1919895 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1920369.250000 Penalty: 3184.481445
	Iteration 3F: 3 clusters Score -1920369 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1921051.000000 Penalty: 3184.481445
	Iteration 4F: 3 clusters Score -1921051 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1922069.750000 Penalty: 3184.481445
	Iteration 5F: 3 clusters Score -1922070 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1923289.875000 Penalty: 3184.481445
	Iteration 6F: 3 clusters Score -1923290 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1924444.000000 Penalty: 3184.481445
	Iteration 7F: 3 clusters Score -1924444 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1925190.375000 Penalty: 3184.481445
	Iteration 8Q: 3 clusters Score -1925190 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1925596.875000 Penalty: 3184.481445
	Iteration 9Q: 3 clusters Score -1925597 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1925789.375000 Penalty: 3184.481445
	Iteration 10Q: 3 clusters Score -1925789 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1925905.375000 Penalty: 3184.481445
	Iteration 11Q: 3 clusters Score -1925905 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1925967.125000 Penalty: 3184.481445
	Iteration 12Q: 3 clusters Score -1925967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1926002.750000 Penalty: 3184.481445
	Iteration 13Q: 3 clusters Score -1926003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1926041.500000 Penalty: 3184.481445
	Iteration 14Q: 3 clusters Score -1926042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1926065.250000 Penalty: 3184.481445
	Iteration 15Q: 3 clusters Score -1926065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1926079.500000 Penalty: 3184.481445
	Iteration 16Q: 3 clusters Score -1926080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1926096.125000 Penalty: 3184.481445
	Iteration 17Q: 3 clusters Score -1926096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1926109.500000 Penalty: 3184.481445
	Iteration 18Q: 3 clusters Score -1926110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1926116.500000 Penalty: 3184.481445
	Iteration 19Q: 3 clusters Score -1926116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1926129.500000 Penalty: 3184.481445
	Iteration 20F: 3 clusters Score -1926130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1926139.250000 Penalty: 3184.481445
	Iteration 21Q: 3 clusters Score -1926139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1926145.750000 Penalty: 3184.481445
	Iteration 22Q: 3 clusters Score -1926146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1926154.875000 Penalty: 3184.481445
	Iteration 23Q: 3 clusters Score -1926155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1926159.375000 Penalty: 3184.481445
	Iteration 24Q: 3 clusters Score -1926159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1926169.375000 Penalty: 3184.481445
	Iteration 25Q: 3 clusters Score -1926169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1926174.875000 Penalty: 3184.481445
	Iteration 26Q: 3 clusters Score -1926175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1926177.375000 Penalty: 3184.481445
	Iteration 27Q: 3 clusters Score -1926177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1926180.625000 Penalty: 3184.481445
	Iteration 28Q: 3 clusters Score -1926181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1926189.625000 Penalty: 3184.481445
	Iteration 29Q: 3 clusters Score -1926190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1926190.750000 Penalty: 3184.481445
	Iteration 30Q: 3 clusters Score -1926191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1926194.625000 Penalty: 3184.481445
	Iteration 31Q: 3 clusters Score -1926195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1926205.875000 Penalty: 3184.481445
	Iteration 32Q: 3 clusters Score -1926206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1926211.000000 Penalty: 3184.481445
	Iteration 33Q: 3 clusters Score -1926211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1926208.125000 Penalty: 3184.481445
	Iteration 34Q: 3 clusters Score -1926208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1926216.750000 Penalty: 3184.481445
	Iteration 35Q: 3 clusters Score -1926217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1926221.875000 Penalty: 3184.481445
	Iteration 36Q: 3 clusters Score -1926222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1926225.500000 Penalty: 3184.481445
	Iteration 37Q: 3 clusters Score -1926226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1926230.625000 Penalty: 3184.481445
	Iteration 38Q: 3 clusters Score -1926231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1926238.000000 Penalty: 3184.481445
	Iteration 39Q: 3 clusters Score -1926238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1926241.875000 Penalty: 3184.481445
	Iteration 40F: 3 clusters Score -1926242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1926242.875000 Penalty: 3184.481445
	Iteration 41Q: 3 clusters Score -1926243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1926242.375000 Penalty: 3184.481445
	Iteration 42Q: 3 clusters Score -1926242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1926242.000000 Penalty: 3184.481445
	Iteration 43Q: 3 clusters Score -1926242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1926240.875000 Penalty: 3184.481445
	Iteration 44Q: 3 clusters Score -1926241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1926243.125000 Penalty: 3184.481445
	Iteration 45Q: 3 clusters Score -1926243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1926244.500000 Penalty: 3184.481445
	Iteration 46Q: 3 clusters Score -1926244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1926247.250000 Penalty: 3184.481445
	Iteration 47Q: 3 clusters Score -1926247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1926246.500000 Penalty: 3184.481445
	Iteration 48Q: 3 clusters Score -1926246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1926246.625000 Penalty: 3184.481445
	Iteration 49Q: 3 clusters Score -1926247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1926246.500000 Penalty: 3184.481445
	Iteration 50Q: 3 clusters Score -1926246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1926247.000000 Penalty: 3184.481445
	Iteration 51Q: 3 clusters Score -1926247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1926246.625000 Penalty: 3184.481445
	Iteration 52Q: 3 clusters Score -1926247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1926246.625000 Penalty: 3184.481445
	Iteration 53F: 3 clusters Score -1926247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Entering Unmasked Estep 
Score: -6801935.500000 Penalty: 1797.414673
	Iteration 0F: 2 clusters Score -6801936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6759295.500000 Penalty: 3594.829346
	Iteration 0F: 3 clusters Score -6759296 nChanged 30119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -6776657.500000 Penalty: 3594.829346
	Iteration 1F: 3 clusters Score -6776658 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -6777445.500000 Penalty: 3594.829346
	Iteration 2Q: 3 clusters Score -6777446 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6778395.000000 Penalty: 3594.829346
	Iteration 3Q: 3 clusters Score -6778395 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6779533.000000 Penalty: 3594.829346
	Iteration 4Q: 3 clusters Score -6779533 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6781020.000000 Penalty: 3594.829346
	Iteration 5Q: 3 clusters Score -6781020 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -6782969.000000 Penalty: 3594.829346
	Iteration 6F: 3 clusters Score -6782969 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -6785642.500000 Penalty: 3594.829346
	Iteration 7F: 3 clusters Score -6785642 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6788742.500000 Penalty: 3594.829346
	Iteration 8F: 3 clusters Score -6788742 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -6791754.500000 Penalty: 3594.829346
	Iteration 9F: 3 clusters Score -6791754 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6794230.500000 Penalty: 3594.829346
	Iteration 10F: 3 clusters Score -6794230 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -6796053.000000 Penalty: 3594.829346
	Iteration 11Q: 3 clusters Score -6796053 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6797456.500000 Penalty: 3594.829346
	Iteration 12Q: 3 clusters Score -6797456 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -6798514.500000 Penalty: 3594.829346
	Iteration 13Q: 3 clusters Score -6798514 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6799294.500000 Penalty: 3594.829346
	Iteration 14Q: 3 clusters Score -6799294 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6799828.000000 Penalty: 3594.829346
	Iteration 15Q: 3 clusters Score -6799828 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6800212.000000 Penalty: 3594.829346
	Iteration 16Q: 3 clusters Score -6800212 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6800477.000000 Penalty: 3594.829346
	Iteration 17Q: 3 clusters Score -6800477 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6800648.500000 Penalty: 3594.829346
	Iteration 18Q: 3 clusters Score -6800648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6800771.500000 Penalty: 3594.829346
	Iteration 19Q: 3 clusters Score -6800772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6800858.500000 Penalty: 3594.829346
	Iteration 20F: 3 clusters Score -6800858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6800933.000000 Penalty: 3594.829346
	Iteration 21Q: 3 clusters Score -6800933 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6800991.500000 Penalty: 3594.829346
	Iteration 22Q: 3 clusters Score -6800992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6801029.000000 Penalty: 3594.829346
	Iteration 23Q: 3 clusters Score -6801029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6801048.000000 Penalty: 3594.829346
	Iteration 24Q: 3 clusters Score -6801048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6801071.000000 Penalty: 3594.829346
	Iteration 25Q: 3 clusters Score -6801071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6801076.000000 Penalty: 3594.829346
	Iteration 26Q: 3 clusters Score -6801076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6801091.000000 Penalty: 3594.829346
	Iteration 27Q: 3 clusters Score -6801091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6801101.000000 Penalty: 3594.829346
	Iteration 28Q: 3 clusters Score -6801101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6801101.500000 Penalty: 3594.829346
	Iteration 29Q: 3 clusters Score -6801102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6801102.500000 Penalty: 3594.829346
	Iteration 30Q: 3 clusters Score -6801102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6801105.000000 Penalty: 3594.829346
	Iteration 31Q: 3 clusters Score -6801105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6801112.000000 Penalty: 3594.829346
	Iteration 32Q: 3 clusters Score -6801112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6801110.500000 Penalty: 3594.829346
	Iteration 33Q: 3 clusters Score -6801110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6801114.000000 Penalty: 3594.829346
	Iteration 34Q: 3 clusters Score -6801114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6801114.000000 Penalty: 3594.829346
	Iteration 35Q: 3 clusters Score -6801114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6801114.000000 Penalty: 3594.829346
	Iteration 36Q: 3 clusters Score -6801114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6801112.000000 Penalty: 3594.829346
	Iteration 37Q: 3 clusters Score -6801112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6801107.500000 Penalty: 3594.829346
	Iteration 38Q: 3 clusters Score -6801108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6801114.500000 Penalty: 3594.829346
	Iteration 39Q: 3 clusters Score -6801114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6801121.000000 Penalty: 3594.829346
	Iteration 40F: 3 clusters Score -6801121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6801118.500000 Penalty: 3594.829346
	Iteration 41Q: 3 clusters Score -6801118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6801121.000000 Penalty: 3594.829346
	Iteration 42Q: 3 clusters Score -6801121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6801119.000000 Penalty: 3594.829346
	Iteration 43Q: 3 clusters Score -6801119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6801118.000000 Penalty: 3594.829346
	Iteration 44Q: 3 clusters Score -6801118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6801115.000000 Penalty: 3594.829346
	Iteration 45Q: 3 clusters Score -6801115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6801115.500000 Penalty: 3594.829346
	Iteration 46Q: 3 clusters Score -6801116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6801115.500000 Penalty: 3594.829346
	Iteration 47F: 3 clusters Score -6801116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243661 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 119Q: 20 clusters Score -7.020939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243659 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46732 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209392.000000 Penalty: 41459.531250
Iteration 120F: 20 clusters Score -7.020939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243658 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46732 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209416.000000 Penalty: 41459.531250
Iteration 121Q: 20 clusters Score -7.020942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 243658 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 35107 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 27256 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 46732 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 49900 members 
Mstep: Class 22 contains 18005 members 
Mstep: Class 23 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70209416.000000 Penalty: 41459.531250
Iteration 122F: 20 clusters Score -7.020942e+07 nChanged 0
Entering ConstructFrom: 
Score: -70209416.000000 Penalty: 41459.531250
Entering ConstructFrom: 
Trying to split cluster 1 (243658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243658 members 
Entering Unmasked Estep 
Score: -25540102.000000 Penalty: 2015.572144
	Iteration 0F: 2 clusters Score -2.55401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -25390316.000000 Penalty: 4031.144287
	Iteration 0F: 3 clusters Score -2.539032e+07 nChanged 118423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -25462258.000000 Penalty: 4031.144287
	Iteration 1F: 3 clusters Score -2.546226e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145866 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -25465832.000000 Penalty: 4031.144287
	Iteration 2Q: 3 clusters Score -2.546583e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -25473382.000000 Penalty: 4031.144287
	Iteration 3F: 3 clusters Score -2.547338e+07 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -25487264.000000 Penalty: 4031.144287
	Iteration 4F: 3 clusters Score -2.548726e+07 nChanged 23689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203234 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -25507292.000000 Penalty: 4031.144287
	Iteration 5F: 3 clusters Score -2.550729e+07 nChanged 20703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223937 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -25522110.000000 Penalty: 4031.144287
	Iteration 6F: 3 clusters Score -2.552211e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235805 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -25530972.000000 Penalty: 4031.144287
	Iteration 7Q: 3 clusters Score -2.553097e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240890 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -25535352.000000 Penalty: 4031.144287
	Iteration 8Q: 3 clusters Score -2.553535e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242681 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25537254.000000 Penalty: 4031.144287
	Iteration 9Q: 3 clusters Score -2.553725e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243207 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -25537782.000000 Penalty: 4031.144287
	Iteration 10Q: 3 clusters Score -2.553778e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25538002.000000 Penalty: 4031.144287
	Iteration 11Q: 3 clusters Score -2.5538e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243408 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25538084.000000 Penalty: 4031.144287
	Iteration 12Q: 3 clusters Score -2.553808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243428 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25538148.000000 Penalty: 4031.144287
	Iteration 13Q: 3 clusters Score -2.553815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243441 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25538174.000000 Penalty: 4031.144287
	Iteration 14Q: 3 clusters Score -2.553817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243445 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25538174.000000 Penalty: 4031.144287
	Iteration 15Q: 3 clusters Score -2.553817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243449 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25538184.000000 Penalty: 4031.144287
	Iteration 16Q: 3 clusters Score -2.553818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25538186.000000 Penalty: 4031.144287
	Iteration 17Q: 3 clusters Score -2.553819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25538188.000000 Penalty: 4031.144287
	Iteration 18Q: 3 clusters Score -2.553819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25538178.000000 Penalty: 4031.144287
	Iteration 19Q: 3 clusters Score -2.553818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25538178.000000 Penalty: 4031.144287
	Iteration 20F: 3 clusters Score -2.553818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Entering Unmasked Estep 
Score: -2315523.000000 Penalty: 1622.108521
	Iteration 0F: 2 clusters Score -2315523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2300759.250000 Penalty: 3244.217041
	Iteration 0F: 3 clusters Score -2300759 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2306007.000000 Penalty: 3244.217041
	Iteration 1F: 3 clusters Score -2306007 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2306269.000000 Penalty: 3244.217041
	Iteration 2Q: 3 clusters Score -2306269 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2306522.250000 Penalty: 3244.217041
	Iteration 3Q: 3 clusters Score -2306522 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2306793.250000 Penalty: 3244.217041
	Iteration 4Q: 3 clusters Score -2306793 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2307137.000000 Penalty: 3244.217041
	Iteration 5Q: 3 clusters Score -2307137 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2307586.000000 Penalty: 3244.217041
	Iteration 6Q: 3 clusters Score -2307586 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2308178.500000 Penalty: 3244.217041
	Iteration 7Q: 3 clusters Score -2308178 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2308919.250000 Penalty: 3244.217041
	Iteration 8F: 3 clusters Score -2308919 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2309770.500000 Penalty: 3244.217041
	Iteration 9F: 3 clusters Score -2309770 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2310748.000000 Penalty: 3244.217041
	Iteration 10F: 3 clusters Score -2310748 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2311780.500000 Penalty: 3244.217041
	Iteration 11F: 3 clusters Score -2311780 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2312631.500000 Penalty: 3244.217041
	Iteration 12Q: 3 clusters Score -2312632 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2313202.750000 Penalty: 3244.217041
	Iteration 13Q: 3 clusters Score -2313203 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2313544.250000 Penalty: 3244.217041
	Iteration 14Q: 3 clusters Score -2313544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2313743.750000 Penalty: 3244.217041
	Iteration 15Q: 3 clusters Score -2313744 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2313863.000000 Penalty: 3244.217041
	Iteration 16Q: 3 clusters Score -2313863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2313974.250000 Penalty: 3244.217041
	Iteration 17Q: 3 clusters Score -2313974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2314028.250000 Penalty: 3244.217041
	Iteration 18Q: 3 clusters Score -2314028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2314054.500000 Penalty: 3244.217041
	Iteration 19Q: 3 clusters Score -2314054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2314073.500000 Penalty: 3244.217041
	Iteration 20F: 3 clusters Score -2314074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2314094.750000 Penalty: 3244.217041
	Iteration 21Q: 3 clusters Score -2314095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2314109.500000 Penalty: 3244.217041
	Iteration 22Q: 3 clusters Score -2314110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2314119.500000 Penalty: 3244.217041
	Iteration 23Q: 3 clusters Score -2314120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2314130.000000 Penalty: 3244.217041
	Iteration 24Q: 3 clusters Score -2314130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2314137.750000 Penalty: 3244.217041
	Iteration 25Q: 3 clusters Score -2314138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2314143.750000 Penalty: 3244.217041
	Iteration 26Q: 3 clusters Score -2314144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2314144.750000 Penalty: 3244.217041
	Iteration 27Q: 3 clusters Score -2314145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2314144.750000 Penalty: 3244.217041
	Iteration 28F: 3 clusters Score -2314145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -237600.671875 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -237600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235315.890625 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -235315.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -235965.000000 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -235965 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -236218.171875 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -236218.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236457.328125 Penalty: 2537.572998
	Iteration 3F: 3 clusters Score -236457.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -236630.250000 Penalty: 2537.572998
	Iteration 4F: 3 clusters Score -236630.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236784.406250 Penalty: 2537.572998
	Iteration 5F: 3 clusters Score -236784.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -236884.328125 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -236884.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -236943.906250 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -236943.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236983.265625 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -236983.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -236996.359375 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -236996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -237012.656250 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -237012.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -237028.218750 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -237028.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -237039.234375 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -237039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -237048.640625 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -237048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -237057.828125 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -237057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -237061.656250 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -237061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -237063.125000 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -237063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -237063.812500 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -237063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -237064.312500 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -237064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -237064.828125 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -237064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -237064.828125 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -237064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Entering Unmasked Estep 
Score: -4149566.000000 Penalty: 1717.162720
	Iteration 0F: 2 clusters Score -4149566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4123435.750000 Penalty: 3434.325439
	Iteration 0F: 3 clusters Score -4123436 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4133517.250000 Penalty: 3434.325439
	Iteration 1F: 3 clusters Score -4133517 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4133847.250000 Penalty: 3434.325439
	Iteration 2Q: 3 clusters Score -4133847 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4134201.000000 Penalty: 3434.325439
	Iteration 3Q: 3 clusters Score -4134201 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4134540.500000 Penalty: 3434.325439
	Iteration 4Q: 3 clusters Score -4134540 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4134950.500000 Penalty: 3434.325439
	Iteration 5Q: 3 clusters Score -4134950 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4135459.750000 Penalty: 3434.325439
	Iteration 6Q: 3 clusters Score -4135460 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4136098.250000 Penalty: 3434.325439
	Iteration 7Q: 3 clusters Score -4136098 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4136864.000000 Penalty: 3434.325439
	Iteration 8Q: 3 clusters Score -4136864 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4137675.750000 Penalty: 3434.325439
	Iteration 9Q: 3 clusters Score -4137676 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4138501.500000 Penalty: 3434.325439
	Iteration 10Q: 3 clusters Score -4138502 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4139405.000000 Penalty: 3434.325439
	Iteration 11Q: 3 clusters Score -4139405 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4140397.250000 Penalty: 3434.325439
	Iteration 12Q: 3 clusters Score -4140397 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4141485.000000 Penalty: 3434.325439
	Iteration 13Q: 3 clusters Score -4141485 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4142706.000000 Penalty: 3434.325439
	Iteration 14Q: 3 clusters Score -4142706 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4143812.000000 Penalty: 3434.325439
	Iteration 15Q: 3 clusters Score -4143812 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4144520.500000 Penalty: 3434.325439
	Iteration 16Q: 3 clusters Score -4144520 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4144927.750000 Penalty: 3434.325439
	Iteration 17Q: 3 clusters Score -4144928 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4145220.000000 Penalty: 3434.325439
	Iteration 18Q: 3 clusters Score -4145220 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4145522.000000 Penalty: 3434.325439
	Iteration 19Q: 3 clusters Score -4145522 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4145747.000000 Penalty: 3434.325439
	Iteration 20F: 3 clusters Score -4145747 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4145937.000000 Penalty: 3434.325439
	Iteration 21Q: 3 clusters Score -4145937 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4146062.750000 Penalty: 3434.325439
	Iteration 22Q: 3 clusters Score -4146063 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4146149.000000 Penalty: 3434.325439
	Iteration 23Q: 3 clusters Score -4146149 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4146228.500000 Penalty: 3434.325439
	Iteration 24Q: 3 clusters Score -4146228 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4146310.000000 Penalty: 3434.325439
	Iteration 25Q: 3 clusters Score -4146310 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4146363.250000 Penalty: 3434.325439
	Iteration 26Q: 3 clusters Score -4146363 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4146419.500000 Penalty: 3434.325439
	Iteration 27Q: 3 clusters Score -4146420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4146463.750000 Penalty: 3434.325439
	Iteration 28Q: 3 clusters Score -4146464 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4146498.750000 Penalty: 3434.325439
	Iteration 29Q: 3 clusters Score -4146499 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4146542.000000 Penalty: 3434.325439
	Iteration 30Q: 3 clusters Score -4146542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4146602.750000 Penalty: 3434.325439
	Iteration 31Q: 3 clusters Score -4146603 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4146639.750000 Penalty: 3434.325439
	Iteration 32Q: 3 clusters Score -4146640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4146674.750000 Penalty: 3434.325439
	Iteration 33Q: 3 clusters Score -4146675 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4146714.250000 Penalty: 3434.325439
	Iteration 34Q: 3 clusters Score -4146714 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4146760.000000 Penalty: 3434.325439
	Iteration 35Q: 3 clusters Score -4146760 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4146822.500000 Penalty: 3434.325439
	Iteration 36Q: 3 clusters Score -4146822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4146869.750000 Penalty: 3434.325439
	Iteration 37Q: 3 clusters Score -4146870 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4146930.250000 Penalty: 3434.325439
	Iteration 38Q: 3 clusters Score -4146930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4147007.000000 Penalty: 3434.325439
	Iteration 39Q: 3 clusters Score -4147007 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4147069.000000 Penalty: 3434.325439
	Iteration 40F: 3 clusters Score -4147069 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4147145.750000 Penalty: 3434.325439
	Iteration 41Q: 3 clusters Score -4147146 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4147216.250000 Penalty: 3434.325439
	Iteration 42Q: 3 clusters Score -4147216 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4147285.750000 Penalty: 3434.325439
	Iteration 43Q: 3 clusters Score -4147286 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4147359.250000 Penalty: 3434.325439
	Iteration 44Q: 3 clusters Score -4147359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4147406.750000 Penalty: 3434.325439
	Iteration 45Q: 3 clusters Score -4147407 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4147462.500000 Penalty: 3434.325439
	Iteration 46Q: 3 clusters Score -4147462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4147506.750000 Penalty: 3434.325439
	Iteration 47Q: 3 clusters Score -4147507 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4147560.500000 Penalty: 3434.325439
	Iteration 48Q: 3 clusters Score -4147560 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4147618.250000 Penalty: 3434.325439
	Iteration 49Q: 3 clusters Score -4147618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4147658.750000 Penalty: 3434.325439
	Iteration 50Q: 3 clusters Score -4147659 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4147703.000000 Penalty: 3434.325439
	Iteration 51Q: 3 clusters Score -4147703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4147758.500000 Penalty: 3434.325439
	Iteration 52Q: 3 clusters Score -4147758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4147799.750000 Penalty: 3434.325439
	Iteration 53Q: 3 clusters Score -4147800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4147838.750000 Penalty: 3434.325439
	Iteration 54Q: 3 clusters Score -4147839 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4147857.750000 Penalty: 3434.325439
	Iteration 55Q: 3 clusters Score -4147858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4147892.750000 Penalty: 3434.325439
	Iteration 56Q: 3 clusters Score -4147893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4147932.250000 Penalty: 3434.325439
	Iteration 57Q: 3 clusters Score -4147932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4147962.000000 Penalty: 3434.325439
	Iteration 58Q: 3 clusters Score -4147962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4147991.750000 Penalty: 3434.325439
	Iteration 59Q: 3 clusters Score -4147992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4148019.500000 Penalty: 3434.325439
	Iteration 60F: 3 clusters Score -4148020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4148037.500000 Penalty: 3434.325439
	Iteration 61Q: 3 clusters Score -4148038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4148049.500000 Penalty: 3434.325439
	Iteration 62Q: 3 clusters Score -4148050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4148060.000000 Penalty: 3434.325439
	Iteration 63Q: 3 clusters Score -4148060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4148075.250000 Penalty: 3434.325439
	Iteration 64Q: 3 clusters Score -4148075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4148082.500000 Penalty: 3434.325439
	Iteration 65Q: 3 clusters Score -4148082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4148089.500000 Penalty: 3434.325439
	Iteration 66Q: 3 clusters Score -4148090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4148096.250000 Penalty: 3434.325439
	Iteration 67Q: 3 clusters Score -4148096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4148097.750000 Penalty: 3434.325439
	Iteration 68Q: 3 clusters Score -4148098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4148106.000000 Penalty: 3434.325439
	Iteration 69Q: 3 clusters Score -4148106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4148106.500000 Penalty: 3434.325439
	Iteration 70Q: 3 clusters Score -4148106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4148110.500000 Penalty: 3434.325439
	Iteration 71Q: 3 clusters Score -4148110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4148117.250000 Penalty: 3434.325439
	Iteration 72Q: 3 clusters Score -4148117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4148116.000000 Penalty: 3434.325439
	Iteration 73Q: 3 clusters Score -4148116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4148121.000000 Penalty: 3434.325439
	Iteration 74Q: 3 clusters Score -4148121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4148122.000000 Penalty: 3434.325439
	Iteration 75Q: 3 clusters Score -4148122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4148123.000000 Penalty: 3434.325439
	Iteration 76Q: 3 clusters Score -4148123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4148129.000000 Penalty: 3434.325439
	Iteration 77Q: 3 clusters Score -4148129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4148133.500000 Penalty: 3434.325439
	Iteration 78Q: 3 clusters Score -4148134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4148139.250000 Penalty: 3434.325439
	Iteration 79Q: 3 clusters Score -4148139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4148147.250000 Penalty: 3434.325439
	Iteration 80F: 3 clusters Score -4148147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4148149.500000 Penalty: 3434.325439
	Iteration 81Q: 3 clusters Score -4148150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4148153.250000 Penalty: 3434.325439
	Iteration 82Q: 3 clusters Score -4148153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4148154.500000 Penalty: 3434.325439
	Iteration 83Q: 3 clusters Score -4148154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4148160.500000 Penalty: 3434.325439
	Iteration 84Q: 3 clusters Score -4148160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4148164.750000 Penalty: 3434.325439
	Iteration 85Q: 3 clusters Score -4148165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4148166.000000 Penalty: 3434.325439
	Iteration 86Q: 3 clusters Score -4148166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4148169.250000 Penalty: 3434.325439
	Iteration 87Q: 3 clusters Score -4148169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4148161.500000 Penalty: 3434.325439
	Iteration 88Q: 3 clusters Score -4148162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4148166.500000 Penalty: 3434.325439
	Iteration 89Q: 3 clusters Score -4148166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4148171.250000 Penalty: 3434.325439
	Iteration 90Q: 3 clusters Score -4148171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4148173.000000 Penalty: 3434.325439
	Iteration 91Q: 3 clusters Score -4148173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4148175.000000 Penalty: 3434.325439
	Iteration 92Q: 3 clusters Score -4148175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4148173.250000 Penalty: 3434.325439
	Iteration 93Q: 3 clusters Score -4148173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4148173.250000 Penalty: 3434.325439
	Iteration 94Q: 3 clusters Score -4148173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4148175.250000 Penalty: 3434.325439
	Iteration 95Q: 3 clusters Score -4148175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4148175.250000 Penalty: 3434.325439
	Iteration 96F: 3 clusters Score -4148175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -87920.507812 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -87920.51 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 459 members 
Entering Unmasked Estep 
Score: -86633.546875 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -86633.55 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87017.046875 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -87017.05 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87292.656250 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -87292.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87562.078125 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -87562.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -87747.570312 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -87747.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87819.757812 Penalty: 2216.859863
	Iteration 5Q: 3 clusters Score -87819.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -87853.093750 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -87853.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -87877.304688 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -87877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -87884.546875 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -87884.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87888.734375 Penalty: 2216.859863
	Iteration 9Q: 3 clusters Score -87888.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87891.156250 Penalty: 2216.859863
	Iteration 10Q: 3 clusters Score -87891.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -87894.031250 Penalty: 2216.859863
	Iteration 11Q: 3 clusters Score -87894.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87896.593750 Penalty: 2216.859863
	Iteration 12Q: 3 clusters Score -87896.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87896.593750 Penalty: 2216.859863
	Iteration 13F: 3 clusters Score -87896.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -42539.332031 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -42539.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41564.355469 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -41564.36 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41831.656250 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -41831.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41916.933594 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -41916.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41971.585938 Penalty: 2029.354248
	Iteration 3Q: 3 clusters Score -41971.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42069.019531 Penalty: 2029.354248
	Iteration 4F: 3 clusters Score -42069.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42105.460938 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -42105.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42133.566406 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -42133.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42201.183594 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -42201.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42250.007812 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -42250.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42290.937500 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -42290.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42294.019531 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -42294.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42295.703125 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -42295.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42295.703125 Penalty: 2029.354248
	Iteration 12F: 3 clusters Score -42295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -761408.437500 Penalty: 1448.823242
	Iteration 0F: 2 clusters Score -761408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -755898.500000 Penalty: 2897.646484
	Iteration 0F: 3 clusters Score -755898.5 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -757663.125000 Penalty: 2897.646484
	Iteration 1F: 3 clusters Score -757663.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -757967.875000 Penalty: 2897.646484
	Iteration 2F: 3 clusters Score -757967.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -758237.937500 Penalty: 2897.646484
	Iteration 3F: 3 clusters Score -758237.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -758510.312500 Penalty: 2897.646484
	Iteration 4F: 3 clusters Score -758510.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -758791.125000 Penalty: 2897.646484
	Iteration 5F: 3 clusters Score -758791.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -759048.687500 Penalty: 2897.646484
	Iteration 6Q: 3 clusters Score -759048.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -759250.687500 Penalty: 2897.646484
	Iteration 7Q: 3 clusters Score -759250.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -759410.750000 Penalty: 2897.646484
	Iteration 8Q: 3 clusters Score -759410.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -759545.625000 Penalty: 2897.646484
	Iteration 9Q: 3 clusters Score -759545.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -759628.687500 Penalty: 2897.646484
	Iteration 10Q: 3 clusters Score -759628.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -759692.625000 Penalty: 2897.646484
	Iteration 11Q: 3 clusters Score -759692.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -759753.437500 Penalty: 2897.646484
	Iteration 12Q: 3 clusters Score -759753.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -759806.000000 Penalty: 2897.646484
	Iteration 13Q: 3 clusters Score -759806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -759862.687500 Penalty: 2897.646484
	Iteration 14Q: 3 clusters Score -759862.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -759911.437500 Penalty: 2897.646484
	Iteration 15Q: 3 clusters Score -759911.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -759949.750000 Penalty: 2897.646484
	Iteration 16Q: 3 clusters Score -759949.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -759984.312500 Penalty: 2897.646484
	Iteration 17Q: 3 clusters Score -759984.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -760027.062500 Penalty: 2897.646484
	Iteration 18Q: 3 clusters Score -760027.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -760063.625000 Penalty: 2897.646484
	Iteration 19Q: 3 clusters Score -760063.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -760104.687500 Penalty: 2897.646484
	Iteration 20F: 3 clusters Score -760104.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -760157.625000 Penalty: 2897.646484
	Iteration 21Q: 3 clusters Score -760157.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -760222.687500 Penalty: 2897.646484
	Iteration 22Q: 3 clusters Score -760222.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -760288.812500 Penalty: 2897.646484
	Iteration 23Q: 3 clusters Score -760288.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -760338.125000 Penalty: 2897.646484
	Iteration 24Q: 3 clusters Score -760338.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -760368.250000 Penalty: 2897.646484
	Iteration 25Q: 3 clusters Score -760368.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -760385.000000 Penalty: 2897.646484
	Iteration 26Q: 3 clusters Score -760385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -760395.312500 Penalty: 2897.646484
	Iteration 27Q: 3 clusters Score -760395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -760399.687500 Penalty: 2897.646484
	Iteration 28Q: 3 clusters Score -760399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -760404.500000 Penalty: 2897.646484
	Iteration 29Q: 3 clusters Score -760404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -760407.437500 Penalty: 2897.646484
	Iteration 30Q: 3 clusters Score -760407.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -760413.250000 Penalty: 2897.646484
	Iteration 31Q: 3 clusters Score -760413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -760412.812500 Penalty: 2897.646484
	Iteration 32Q: 3 clusters Score -760412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -760413.437500 Penalty: 2897.646484
	Iteration 33Q: 3 clusters Score -760413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -760414.062500 Penalty: 2897.646484
	Iteration 34Q: 3 clusters Score -760414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -760414.062500 Penalty: 2897.646484
	Iteration 35F: 3 clusters Score -760414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -268356.218750 Penalty: 1286.718018
	Iteration 0F: 2 clusters Score -268356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -265833.125000 Penalty: 2573.436035
	Iteration 0F: 3 clusters Score -265833.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -266576.375000 Penalty: 2573.436035
	Iteration 1F: 3 clusters Score -266576.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -266857.343750 Penalty: 2573.436035
	Iteration 2F: 3 clusters Score -266857.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267079.906250 Penalty: 2573.436035
	Iteration 3F: 3 clusters Score -267079.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -267282.500000 Penalty: 2573.436035
	Iteration 4F: 3 clusters Score -267282.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -267439.593750 Penalty: 2573.436035
	Iteration 5F: 3 clusters Score -267439.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -267550.593750 Penalty: 2573.436035
	Iteration 6F: 3 clusters Score -267550.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -267623.093750 Penalty: 2573.436035
	Iteration 7Q: 3 clusters Score -267623.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -267674.062500 Penalty: 2573.436035
	Iteration 8Q: 3 clusters Score -267674.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -267720.187500 Penalty: 2573.436035
	Iteration 9Q: 3 clusters Score -267720.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -267751.093750 Penalty: 2573.436035
	Iteration 10Q: 3 clusters Score -267751.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -267773.000000 Penalty: 2573.436035
	Iteration 11Q: 3 clusters Score -267773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -267788.062500 Penalty: 2573.436035
	Iteration 12Q: 3 clusters Score -267788.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -267799.031250 Penalty: 2573.436035
	Iteration 13Q: 3 clusters Score -267799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -267810.031250 Penalty: 2573.436035
	Iteration 14Q: 3 clusters Score -267810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -267817.156250 Penalty: 2573.436035
	Iteration 15Q: 3 clusters Score -267817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -267821.000000 Penalty: 2573.436035
	Iteration 16Q: 3 clusters Score -267821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -267823.031250 Penalty: 2573.436035
	Iteration 17Q: 3 clusters Score -267823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -267824.718750 Penalty: 2573.436035
	Iteration 18Q: 3 clusters Score -267824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -267825.968750 Penalty: 2573.436035
	Iteration 19Q: 3 clusters Score -267826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -267826.562500 Penalty: 2573.436035
	Iteration 20F: 3 clusters Score -267826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Entering Unmasked Estep 
Score: -3587926.750000 Penalty: 1700.750366
	Iteration 0F: 2 clusters Score -3587927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3564384.250000 Penalty: 3401.500732
	Iteration 0F: 3 clusters Score -3564384 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3573413.250000 Penalty: 3401.500732
	Iteration 1F: 3 clusters Score -3573413 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3573763.000000 Penalty: 3401.500732
	Iteration 2Q: 3 clusters Score -3573763 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3574094.000000 Penalty: 3401.500732
	Iteration 3Q: 3 clusters Score -3574094 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3574504.250000 Penalty: 3401.500732
	Iteration 4Q: 3 clusters Score -3574504 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3575127.500000 Penalty: 3401.500732
	Iteration 5Q: 3 clusters Score -3575128 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3576088.500000 Penalty: 3401.500732
	Iteration 6F: 3 clusters Score -3576088 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3577633.000000 Penalty: 3401.500732
	Iteration 7F: 3 clusters Score -3577633 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3579709.500000 Penalty: 3401.500732
	Iteration 8F: 3 clusters Score -3579710 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3581950.250000 Penalty: 3401.500732
	Iteration 9F: 3 clusters Score -3581950 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3583901.000000 Penalty: 3401.500732
	Iteration 10F: 3 clusters Score -3583901 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3585124.750000 Penalty: 3401.500732
	Iteration 11Q: 3 clusters Score -3585125 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3585898.250000 Penalty: 3401.500732
	Iteration 12Q: 3 clusters Score -3585898 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3586269.500000 Penalty: 3401.500732
	Iteration 13Q: 3 clusters Score -3586270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3586456.500000 Penalty: 3401.500732
	Iteration 14Q: 3 clusters Score -3586456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3586544.250000 Penalty: 3401.500732
	Iteration 15Q: 3 clusters Score -3586544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3586584.000000 Penalty: 3401.500732
	Iteration 16Q: 3 clusters Score -3586584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3586617.250000 Penalty: 3401.500732
	Iteration 17Q: 3 clusters Score -3586617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3586642.000000 Penalty: 3401.500732
	Iteration 18Q: 3 clusters Score -3586642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3586642.500000 Penalty: 3401.500732
	Iteration 19Q: 3 clusters Score -3586642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3586649.250000 Penalty: 3401.500732
	Iteration 20F: 3 clusters Score -3586649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3586650.750000 Penalty: 3401.500732
	Iteration 21Q: 3 clusters Score -3586651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3586658.750000 Penalty: 3401.500732
	Iteration 22Q: 3 clusters Score -3586659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3586665.750000 Penalty: 3401.500732
	Iteration 23Q: 3 clusters Score -3586666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3586667.250000 Penalty: 3401.500732
	Iteration 24Q: 3 clusters Score -3586667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3586664.750000 Penalty: 3401.500732
	Iteration 25Q: 3 clusters Score -3586665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3586668.000000 Penalty: 3401.500732
	Iteration 26Q: 3 clusters Score -3586668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3586669.500000 Penalty: 3401.500732
	Iteration 27Q: 3 clusters Score -3586670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3586672.000000 Penalty: 3401.500732
	Iteration 28Q: 3 clusters Score -3586672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3586672.250000 Penalty: 3401.500732
	Iteration 29Q: 3 clusters Score -3586672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3586672.250000 Penalty: 3401.500732
	Iteration 30F: 3 clusters Score -3586672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Entering Unmasked Estep 
Score: -4840985.000000 Penalty: 1742.927734
	Iteration 0F: 2 clusters Score -4840985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4810625.000000 Penalty: 3485.855469
	Iteration 0F: 3 clusters Score -4810625 nChanged 21126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4822485.000000 Penalty: 3485.855469
	Iteration 1F: 3 clusters Score -4822485 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4823058.500000 Penalty: 3485.855469
	Iteration 2Q: 3 clusters Score -4823058 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4823696.000000 Penalty: 3485.855469
	Iteration 3Q: 3 clusters Score -4823696 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4824344.000000 Penalty: 3485.855469
	Iteration 4Q: 3 clusters Score -4824344 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4825037.500000 Penalty: 3485.855469
	Iteration 5Q: 3 clusters Score -4825038 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4825819.500000 Penalty: 3485.855469
	Iteration 6Q: 3 clusters Score -4825820 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -4826784.000000 Penalty: 3485.855469
	Iteration 7Q: 3 clusters Score -4826784 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -4828101.500000 Penalty: 3485.855469
	Iteration 8F: 3 clusters Score -4828102 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4829901.500000 Penalty: 3485.855469
	Iteration 9F: 3 clusters Score -4829902 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4831841.000000 Penalty: 3485.855469
	Iteration 10F: 3 clusters Score -4831841 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4833489.000000 Penalty: 3485.855469
	Iteration 11F: 3 clusters Score -4833489 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4834391.500000 Penalty: 3485.855469
	Iteration 12Q: 3 clusters Score -4834392 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4834920.500000 Penalty: 3485.855469
	Iteration 13Q: 3 clusters Score -4834920 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4835256.500000 Penalty: 3485.855469
	Iteration 14Q: 3 clusters Score -4835256 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4835560.000000 Penalty: 3485.855469
	Iteration 15Q: 3 clusters Score -4835560 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4835863.000000 Penalty: 3485.855469
	Iteration 16Q: 3 clusters Score -4835863 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -4836161.000000 Penalty: 3485.855469
	Iteration 17Q: 3 clusters Score -4836161 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4836450.500000 Penalty: 3485.855469
	Iteration 18Q: 3 clusters Score -4836450 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4836698.000000 Penalty: 3485.855469
	Iteration 19Q: 3 clusters Score -4836698 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4836946.000000 Penalty: 3485.855469
	Iteration 20F: 3 clusters Score -4836946 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4837152.500000 Penalty: 3485.855469
	Iteration 21Q: 3 clusters Score -4837152 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4837361.000000 Penalty: 3485.855469
	Iteration 22Q: 3 clusters Score -4837361 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4837555.500000 Penalty: 3485.855469
	Iteration 23Q: 3 clusters Score -4837556 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4837686.500000 Penalty: 3485.855469
	Iteration 24Q: 3 clusters Score -4837686 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -4837842.500000 Penalty: 3485.855469
	Iteration 25Q: 3 clusters Score -4837842 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4837899.000000 Penalty: 3485.855469
	Iteration 26Q: 3 clusters Score -4837899 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4838014.000000 Penalty: 3485.855469
	Iteration 27Q: 3 clusters Score -4838014 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4838084.000000 Penalty: 3485.855469
	Iteration 28Q: 3 clusters Score -4838084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4838167.500000 Penalty: 3485.855469
	Iteration 29Q: 3 clusters Score -4838168 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4838244.500000 Penalty: 3485.855469
	Iteration 30Q: 3 clusters Score -4838244 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -4838306.000000 Penalty: 3485.855469
	Iteration 31Q: 3 clusters Score -4838306 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4838357.500000 Penalty: 3485.855469
	Iteration 32Q: 3 clusters Score -4838358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4838406.500000 Penalty: 3485.855469
	Iteration 33Q: 3 clusters Score -4838406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4838439.500000 Penalty: 3485.855469
	Iteration 34Q: 3 clusters Score -4838440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4838471.000000 Penalty: 3485.855469
	Iteration 35Q: 3 clusters Score -4838471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -4838506.000000 Penalty: 3485.855469
	Iteration 36Q: 3 clusters Score -4838506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -4838526.000000 Penalty: 3485.855469
	Iteration 37Q: 3 clusters Score -4838526 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4838556.500000 Penalty: 3485.855469
	Iteration 38Q: 3 clusters Score -4838556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4838606.500000 Penalty: 3485.855469
	Iteration 39Q: 3 clusters Score -4838606 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4838655.000000 Penalty: 3485.855469
	Iteration 40F: 3 clusters Score -4838655 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4838685.500000 Penalty: 3485.855469
	Iteration 41Q: 3 clusters Score -4838686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -4838742.000000 Penalty: 3485.855469
	Iteration 42Q: 3 clusters Score -4838742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -4838774.000000 Penalty: 3485.855469
	Iteration 43Q: 3 clusters Score -4838774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -4838786.000000 Penalty: 3485.855469
	Iteration 44Q: 3 clusters Score -4838786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -4838812.500000 Penalty: 3485.855469
	Iteration 45Q: 3 clusters Score -4838812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -4838849.500000 Penalty: 3485.855469
	Iteration 46Q: 3 clusters Score -4838850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -4838865.000000 Penalty: 3485.855469
	Iteration 47Q: 3 clusters Score -4838865 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4838889.500000 Penalty: 3485.855469
	Iteration 48Q: 3 clusters Score -4838890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -4838932.500000 Penalty: 3485.855469
	Iteration 49Q: 3 clusters Score -4838932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -4838965.500000 Penalty: 3485.855469
	Iteration 50Q: 3 clusters Score -4838966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4838984.500000 Penalty: 3485.855469
	Iteration 51Q: 3 clusters Score -4838984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -4839009.500000 Penalty: 3485.855469
	Iteration 52Q: 3 clusters Score -4839010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -4839040.500000 Penalty: 3485.855469
	Iteration 53Q: 3 clusters Score -4839040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4839056.000000 Penalty: 3485.855469
	Iteration 54Q: 3 clusters Score -4839056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -4839076.000000 Penalty: 3485.855469
	Iteration 55Q: 3 clusters Score -4839076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -4839085.500000 Penalty: 3485.855469
	Iteration 56Q: 3 clusters Score -4839086 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4839112.500000 Penalty: 3485.855469
	Iteration 57Q: 3 clusters Score -4839112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -4839134.500000 Penalty: 3485.855469
	Iteration 58Q: 3 clusters Score -4839134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4839145.500000 Penalty: 3485.855469
	Iteration 59Q: 3 clusters Score -4839146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -4839167.000000 Penalty: 3485.855469
	Iteration 60F: 3 clusters Score -4839167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -4839196.500000 Penalty: 3485.855469
	Iteration 61Q: 3 clusters Score -4839196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -4839216.000000 Penalty: 3485.855469
	Iteration 62Q: 3 clusters Score -4839216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -4839252.000000 Penalty: 3485.855469
	Iteration 63Q: 3 clusters Score -4839252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4839283.000000 Penalty: 3485.855469
	Iteration 64Q: 3 clusters Score -4839283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -4839297.000000 Penalty: 3485.855469
	Iteration 65Q: 3 clusters Score -4839297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -4839305.500000 Penalty: 3485.855469
	Iteration 66Q: 3 clusters Score -4839306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -4839310.000000 Penalty: 3485.855469
	Iteration 67Q: 3 clusters Score -4839310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -4839346.500000 Penalty: 3485.855469
	Iteration 68Q: 3 clusters Score -4839346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -4839350.000000 Penalty: 3485.855469
	Iteration 69Q: 3 clusters Score -4839350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -4839370.000000 Penalty: 3485.855469
	Iteration 70Q: 3 clusters Score -4839370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -4839389.000000 Penalty: 3485.855469
	Iteration 71Q: 3 clusters Score -4839389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -4839404.000000 Penalty: 3485.855469
	Iteration 72Q: 3 clusters Score -4839404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -4839413.000000 Penalty: 3485.855469
	Iteration 73Q: 3 clusters Score -4839413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -4839412.500000 Penalty: 3485.855469
	Iteration 74Q: 3 clusters Score -4839412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -4839421.000000 Penalty: 3485.855469
	Iteration 75Q: 3 clusters Score -4839421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -4839421.000000 Penalty: 3485.855469
	Iteration 76Q: 3 clusters Score -4839421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -4839420.500000 Penalty: 3485.855469
	Iteration 77Q: 3 clusters Score -4839420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4839435.000000 Penalty: 3485.855469
	Iteration 78Q: 3 clusters Score -4839435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -4839439.000000 Penalty: 3485.855469
	Iteration 79Q: 3 clusters Score -4839439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -4839452.000000 Penalty: 3485.855469
	Iteration 80F: 3 clusters Score -4839452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -4839454.500000 Penalty: 3485.855469
	Iteration 81Q: 3 clusters Score -4839454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -4839462.500000 Penalty: 3485.855469
	Iteration 82Q: 3 clusters Score -4839462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -4839468.500000 Penalty: 3485.855469
	Iteration 83Q: 3 clusters Score -4839468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4839472.000000 Penalty: 3485.855469
	Iteration 84Q: 3 clusters Score -4839472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -4839483.500000 Penalty: 3485.855469
	Iteration 85Q: 3 clusters Score -4839484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -4839490.000000 Penalty: 3485.855469
	Iteration 86Q: 3 clusters Score -4839490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -4839496.000000 Penalty: 3485.855469
	Iteration 87Q: 3 clusters Score -4839496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -4839508.500000 Penalty: 3485.855469
	Iteration 88Q: 3 clusters Score -4839508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -4839505.000000 Penalty: 3485.855469
	Iteration 89Q: 3 clusters Score -4839505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -4839504.500000 Penalty: 3485.855469
	Iteration 90Q: 3 clusters Score -4839504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -4839504.000000 Penalty: 3485.855469
	Iteration 91Q: 3 clusters Score -4839504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -4839501.000000 Penalty: 3485.855469
	Iteration 92Q: 3 clusters Score -4839501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -4839502.000000 Penalty: 3485.855469
	Iteration 93Q: 3 clusters Score -4839502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -4839502.000000 Penalty: 3485.855469
	Iteration 94F: 3 clusters Score -4839502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Entering Unmasked Estep 
Score: -2913591.000000 Penalty: 1659.617188
	Iteration 0F: 2 clusters Score -2913591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2895085.250000 Penalty: 3319.234375
	Iteration 0F: 3 clusters Score -2895085 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2901956.000000 Penalty: 3319.234375
	Iteration 1F: 3 clusters Score -2901956 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2902435.750000 Penalty: 3319.234375
	Iteration 2Q: 3 clusters Score -2902436 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2902997.250000 Penalty: 3319.234375
	Iteration 3Q: 3 clusters Score -2902997 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2903636.000000 Penalty: 3319.234375
	Iteration 4Q: 3 clusters Score -2903636 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2904419.500000 Penalty: 3319.234375
	Iteration 5F: 3 clusters Score -2904420 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2905328.750000 Penalty: 3319.234375
	Iteration 6F: 3 clusters Score -2905329 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2906448.250000 Penalty: 3319.234375
	Iteration 7F: 3 clusters Score -2906448 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2907727.000000 Penalty: 3319.234375
	Iteration 8F: 3 clusters Score -2907727 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2908983.500000 Penalty: 3319.234375
	Iteration 9F: 3 clusters Score -2908984 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2909955.000000 Penalty: 3319.234375
	Iteration 10Q: 3 clusters Score -2909955 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2910781.250000 Penalty: 3319.234375
	Iteration 11Q: 3 clusters Score -2910781 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2911337.750000 Penalty: 3319.234375
	Iteration 12Q: 3 clusters Score -2911338 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2911664.750000 Penalty: 3319.234375
	Iteration 13Q: 3 clusters Score -2911665 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2911855.000000 Penalty: 3319.234375
	Iteration 14Q: 3 clusters Score -2911855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2911953.250000 Penalty: 3319.234375
	Iteration 15Q: 3 clusters Score -2911953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2912021.500000 Penalty: 3319.234375
	Iteration 16Q: 3 clusters Score -2912022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2912077.750000 Penalty: 3319.234375
	Iteration 17Q: 3 clusters Score -2912078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2912110.750000 Penalty: 3319.234375
	Iteration 18Q: 3 clusters Score -2912111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2912133.250000 Penalty: 3319.234375
	Iteration 19Q: 3 clusters Score -2912133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2912141.250000 Penalty: 3319.234375
	Iteration 20F: 3 clusters Score -2912141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2912153.250000 Penalty: 3319.234375
	Iteration 21Q: 3 clusters Score -2912153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2912165.750000 Penalty: 3319.234375
	Iteration 22Q: 3 clusters Score -2912166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2912171.500000 Penalty: 3319.234375
	Iteration 23Q: 3 clusters Score -2912172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2912178.750000 Penalty: 3319.234375
	Iteration 24Q: 3 clusters Score -2912179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2912182.750000 Penalty: 3319.234375
	Iteration 25Q: 3 clusters Score -2912183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2912189.750000 Penalty: 3319.234375
	Iteration 26Q: 3 clusters Score -2912190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2912192.500000 Penalty: 3319.234375
	Iteration 27Q: 3 clusters Score -2912192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2912193.500000 Penalty: 3319.234375
	Iteration 28Q: 3 clusters Score -2912194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2912196.250000 Penalty: 3319.234375
	Iteration 29Q: 3 clusters Score -2912196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2912194.500000 Penalty: 3319.234375
	Iteration 30Q: 3 clusters Score -2912194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2912196.750000 Penalty: 3319.234375
	Iteration 31Q: 3 clusters Score -2912197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2912197.000000 Penalty: 3319.234375
	Iteration 32Q: 3 clusters Score -2912197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2912197.000000 Penalty: 3319.234375
	Iteration 33F: 3 clusters Score -2912197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Entering Unmasked Estep 
Score: -3817619.500000 Penalty: 1703.686035
	Iteration 0F: 2 clusters Score -3817620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3793573.250000 Penalty: 3407.372070
	Iteration 0F: 3 clusters Score -3793573 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3802822.750000 Penalty: 3407.372070
	Iteration 1F: 3 clusters Score -3802823 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3803185.500000 Penalty: 3407.372070
	Iteration 2Q: 3 clusters Score -3803186 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3803524.750000 Penalty: 3407.372070
	Iteration 3Q: 3 clusters Score -3803525 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3803860.500000 Penalty: 3407.372070
	Iteration 4Q: 3 clusters Score -3803860 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3804204.500000 Penalty: 3407.372070
	Iteration 5Q: 3 clusters Score -3804204 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3804559.750000 Penalty: 3407.372070
	Iteration 6Q: 3 clusters Score -3804560 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3805025.750000 Penalty: 3407.372070
	Iteration 7Q: 3 clusters Score -3805026 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3805570.750000 Penalty: 3407.372070
	Iteration 8Q: 3 clusters Score -3805571 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3806243.000000 Penalty: 3407.372070
	Iteration 9Q: 3 clusters Score -3806243 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3807116.750000 Penalty: 3407.372070
	Iteration 10Q: 3 clusters Score -3807117 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3808280.750000 Penalty: 3407.372070
	Iteration 11F: 3 clusters Score -3808281 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3809700.500000 Penalty: 3407.372070
	Iteration 12F: 3 clusters Score -3809700 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3811119.500000 Penalty: 3407.372070
	Iteration 13F: 3 clusters Score -3811120 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3812109.500000 Penalty: 3407.372070
	Iteration 14Q: 3 clusters Score -3812110 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3812715.000000 Penalty: 3407.372070
	Iteration 15Q: 3 clusters Score -3812715 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3813103.750000 Penalty: 3407.372070
	Iteration 16Q: 3 clusters Score -3813104 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3813420.250000 Penalty: 3407.372070
	Iteration 17Q: 3 clusters Score -3813420 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3813646.000000 Penalty: 3407.372070
	Iteration 18Q: 3 clusters Score -3813646 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3813828.500000 Penalty: 3407.372070
	Iteration 19Q: 3 clusters Score -3813828 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3813992.000000 Penalty: 3407.372070
	Iteration 20F: 3 clusters Score -3813992 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3814161.250000 Penalty: 3407.372070
	Iteration 21Q: 3 clusters Score -3814161 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3814322.250000 Penalty: 3407.372070
	Iteration 22Q: 3 clusters Score -3814322 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3814490.250000 Penalty: 3407.372070
	Iteration 23Q: 3 clusters Score -3814490 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3814638.500000 Penalty: 3407.372070
	Iteration 24Q: 3 clusters Score -3814638 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3814770.750000 Penalty: 3407.372070
	Iteration 25Q: 3 clusters Score -3814771 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3814894.750000 Penalty: 3407.372070
	Iteration 26Q: 3 clusters Score -3814895 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3815044.500000 Penalty: 3407.372070
	Iteration 27Q: 3 clusters Score -3815044 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3815181.250000 Penalty: 3407.372070
	Iteration 28Q: 3 clusters Score -3815181 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3815295.750000 Penalty: 3407.372070
	Iteration 29Q: 3 clusters Score -3815296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3815407.250000 Penalty: 3407.372070
	Iteration 30Q: 3 clusters Score -3815407 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3815485.000000 Penalty: 3407.372070
	Iteration 31Q: 3 clusters Score -3815485 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3815580.500000 Penalty: 3407.372070
	Iteration 32Q: 3 clusters Score -3815580 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3815634.000000 Penalty: 3407.372070
	Iteration 33Q: 3 clusters Score -3815634 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3815678.750000 Penalty: 3407.372070
	Iteration 34Q: 3 clusters Score -3815679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3815735.750000 Penalty: 3407.372070
	Iteration 35Q: 3 clusters Score -3815736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3815788.500000 Penalty: 3407.372070
	Iteration 36Q: 3 clusters Score -3815788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3815845.000000 Penalty: 3407.372070
	Iteration 37Q: 3 clusters Score -3815845 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3815888.250000 Penalty: 3407.372070
	Iteration 38Q: 3 clusters Score -3815888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3815918.250000 Penalty: 3407.372070
	Iteration 39Q: 3 clusters Score -3815918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3815953.500000 Penalty: 3407.372070
	Iteration 40F: 3 clusters Score -3815954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3816004.250000 Penalty: 3407.372070
	Iteration 41Q: 3 clusters Score -3816004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3816034.000000 Penalty: 3407.372070
	Iteration 42Q: 3 clusters Score -3816034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3816057.250000 Penalty: 3407.372070
	Iteration 43Q: 3 clusters Score -3816057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3816070.500000 Penalty: 3407.372070
	Iteration 44Q: 3 clusters Score -3816070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3816095.000000 Penalty: 3407.372070
	Iteration 45Q: 3 clusters Score -3816095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3816112.250000 Penalty: 3407.372070
	Iteration 46Q: 3 clusters Score -3816112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3816114.250000 Penalty: 3407.372070
	Iteration 47Q: 3 clusters Score -3816114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3816108.750000 Penalty: 3407.372070
	Iteration 48Q: 3 clusters Score -3816109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3816107.250000 Penalty: 3407.372070
	Iteration 49Q: 3 clusters Score -3816107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3816108.500000 Penalty: 3407.372070
	Iteration 50Q: 3 clusters Score -3816108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3816109.750000 Penalty: 3407.372070
	Iteration 51Q: 3 clusters Score -3816110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3816118.250000 Penalty: 3407.372070
	Iteration 52Q: 3 clusters Score -3816118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3816127.500000 Penalty: 3407.372070
	Iteration 53Q: 3 clusters Score -3816128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3816133.250000 Penalty: 3407.372070
	Iteration 54Q: 3 clusters Score -3816133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3816134.000000 Penalty: 3407.372070
	Iteration 55Q: 3 clusters Score -3816134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3816139.250000 Penalty: 3407.372070
	Iteration 56Q: 3 clusters Score -3816139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3816142.250000 Penalty: 3407.372070
	Iteration 57Q: 3 clusters Score -3816142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3816148.250000 Penalty: 3407.372070
	Iteration 58Q: 3 clusters Score -3816148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3816150.500000 Penalty: 3407.372070
	Iteration 59Q: 3 clusters Score -3816150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3816150.500000 Penalty: 3407.372070
	Iteration 60F: 3 clusters Score -3816150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3816156.750000 Penalty: 3407.372070
	Iteration 61Q: 3 clusters Score -3816157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3816166.000000 Penalty: 3407.372070
	Iteration 62Q: 3 clusters Score -3816166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3816173.500000 Penalty: 3407.372070
	Iteration 63Q: 3 clusters Score -3816174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3816180.750000 Penalty: 3407.372070
	Iteration 64Q: 3 clusters Score -3816181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3816185.250000 Penalty: 3407.372070
	Iteration 65Q: 3 clusters Score -3816185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3816183.250000 Penalty: 3407.372070
	Iteration 66Q: 3 clusters Score -3816183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3816182.750000 Penalty: 3407.372070
	Iteration 67Q: 3 clusters Score -3816183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3816188.500000 Penalty: 3407.372070
	Iteration 68Q: 3 clusters Score -3816188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3816188.500000 Penalty: 3407.372070
	Iteration 69F: 3 clusters Score -3816188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -264753.375000 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -264753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -262242.343750 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -262242.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -262966.718750 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -262966.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263213.843750 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -263213.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263337.593750 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -263337.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263422.531250 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -263422.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -263488.031250 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -263488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263553.187500 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -263553.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -263625.500000 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -263625.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -263693.250000 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -263693.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -263772.375000 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -263772.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -263842.562500 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -263842.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -263906.468750 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -263906.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -263960.031250 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -263960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -264007.625000 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -264007.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -264035.187500 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -264035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -264057.468750 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -264057.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -264077.437500 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -264077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -264095.500000 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -264095.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -264109.156250 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -264109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -264116.031250 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -264116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -264127.625000 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -264127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -264138.312500 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -264138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -264146.593750 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -264146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -264155.437500 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -264155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -264161.375000 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -264161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -264164.125000 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -264164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -264165.937500 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -264165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -264166.250000 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -264166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -264166.250000 Penalty: 2549.123291
	Iteration 28F: 3 clusters Score -264166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Entering Unmasked Estep 
Score: -4988099.500000 Penalty: 1747.229980
	Iteration 0F: 2 clusters Score -4988100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4956690.500000 Penalty: 3494.459961
	Iteration 0F: 3 clusters Score -4956690 nChanged 21998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4969274.000000 Penalty: 3494.459961
	Iteration 1F: 3 clusters Score -4969274 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4969808.500000 Penalty: 3494.459961
	Iteration 2Q: 3 clusters Score -4969808 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4970417.500000 Penalty: 3494.459961
	Iteration 3Q: 3 clusters Score -4970418 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4971267.500000 Penalty: 3494.459961
	Iteration 4Q: 3 clusters Score -4971268 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4972549.500000 Penalty: 3494.459961
	Iteration 5F: 3 clusters Score -4972550 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4974365.000000 Penalty: 3494.459961
	Iteration 6F: 3 clusters Score -4974365 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4976788.500000 Penalty: 3494.459961
	Iteration 7F: 3 clusters Score -4976788 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4979423.500000 Penalty: 3494.459961
	Iteration 8F: 3 clusters Score -4979424 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4981609.000000 Penalty: 3494.459961
	Iteration 9F: 3 clusters Score -4981609 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4983150.500000 Penalty: 3494.459961
	Iteration 10Q: 3 clusters Score -4983150 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -4984183.500000 Penalty: 3494.459961
	Iteration 11Q: 3 clusters Score -4984184 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -4984847.500000 Penalty: 3494.459961
	Iteration 12Q: 3 clusters Score -4984848 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -4985245.500000 Penalty: 3494.459961
	Iteration 13Q: 3 clusters Score -4985246 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -4985562.000000 Penalty: 3494.459961
	Iteration 14Q: 3 clusters Score -4985562 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -4985806.500000 Penalty: 3494.459961
	Iteration 15Q: 3 clusters Score -4985806 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -4985977.500000 Penalty: 3494.459961
	Iteration 16Q: 3 clusters Score -4985978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -4986115.000000 Penalty: 3494.459961
	Iteration 17Q: 3 clusters Score -4986115 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -4986211.500000 Penalty: 3494.459961
	Iteration 18Q: 3 clusters Score -4986212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -4986279.500000 Penalty: 3494.459961
	Iteration 19Q: 3 clusters Score -4986280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -4986332.500000 Penalty: 3494.459961
	Iteration 20F: 3 clusters Score -4986332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -4986374.000000 Penalty: 3494.459961
	Iteration 21Q: 3 clusters Score -4986374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4986390.000000 Penalty: 3494.459961
	Iteration 22Q: 3 clusters Score -4986390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -4986413.000000 Penalty: 3494.459961
	Iteration 23Q: 3 clusters Score -4986413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -4986429.000000 Penalty: 3494.459961
	Iteration 24Q: 3 clusters Score -4986429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -4986457.000000 Penalty: 3494.459961
	Iteration 25Q: 3 clusters Score -4986457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -4986480.500000 Penalty: 3494.459961
	Iteration 26Q: 3 clusters Score -4986480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -4986488.500000 Penalty: 3494.459961
	Iteration 27Q: 3 clusters Score -4986488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -4986498.000000 Penalty: 3494.459961
	Iteration 28Q: 3 clusters Score -4986498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -4986504.000000 Penalty: 3494.459961
	Iteration 29Q: 3 clusters Score -4986504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -4986509.000000 Penalty: 3494.459961
	Iteration 30Q: 3 clusters Score -4986509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -4986532.000000 Penalty: 3494.459961
	Iteration 31Q: 3 clusters Score -4986532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -4986557.500000 Penalty: 3494.459961
	Iteration 32Q: 3 clusters Score -4986558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -4986566.000000 Penalty: 3494.459961
	Iteration 33Q: 3 clusters Score -4986566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -4986574.000000 Penalty: 3494.459961
	Iteration 34Q: 3 clusters Score -4986574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4986580.500000 Penalty: 3494.459961
	Iteration 35Q: 3 clusters Score -4986580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -4986578.000000 Penalty: 3494.459961
	Iteration 36Q: 3 clusters Score -4986578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -4986581.500000 Penalty: 3494.459961
	Iteration 37Q: 3 clusters Score -4986582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -4986582.000000 Penalty: 3494.459961
	Iteration 38Q: 3 clusters Score -4986582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -4986588.500000 Penalty: 3494.459961
	Iteration 39Q: 3 clusters Score -4986588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -4986587.000000 Penalty: 3494.459961
	Iteration 40F: 3 clusters Score -4986587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -4986592.000000 Penalty: 3494.459961
	Iteration 41Q: 3 clusters Score -4986592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -4986593.500000 Penalty: 3494.459961
	Iteration 42Q: 3 clusters Score -4986594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -4986590.500000 Penalty: 3494.459961
	Iteration 43Q: 3 clusters Score -4986590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -4986594.500000 Penalty: 3494.459961
	Iteration 44Q: 3 clusters Score -4986594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -4986595.500000 Penalty: 3494.459961
	Iteration 45Q: 3 clusters Score -4986596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -4986595.500000 Penalty: 3494.459961
	Iteration 46F: 3 clusters Score -4986596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -3485039.750000 Penalty: 1688.681152
	Iteration 0F: 2 clusters Score -3485040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3463131.250000 Penalty: 3377.362305
	Iteration 0F: 3 clusters Score -3463131 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3471481.750000 Penalty: 3377.362305
	Iteration 1F: 3 clusters Score -3471482 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3471828.500000 Penalty: 3377.362305
	Iteration 2Q: 3 clusters Score -3471828 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3472118.000000 Penalty: 3377.362305
	Iteration 3Q: 3 clusters Score -3472118 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3472373.250000 Penalty: 3377.362305
	Iteration 4Q: 3 clusters Score -3472373 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3472629.750000 Penalty: 3377.362305
	Iteration 5Q: 3 clusters Score -3472630 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3472899.250000 Penalty: 3377.362305
	Iteration 6Q: 3 clusters Score -3472899 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3473216.750000 Penalty: 3377.362305
	Iteration 7Q: 3 clusters Score -3473217 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3473571.000000 Penalty: 3377.362305
	Iteration 8Q: 3 clusters Score -3473571 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3474083.750000 Penalty: 3377.362305
	Iteration 9Q: 3 clusters Score -3474084 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3474693.500000 Penalty: 3377.362305
	Iteration 10Q: 3 clusters Score -3474694 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3475528.000000 Penalty: 3377.362305
	Iteration 11Q: 3 clusters Score -3475528 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3476583.750000 Penalty: 3377.362305
	Iteration 12F: 3 clusters Score -3476584 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3477902.000000 Penalty: 3377.362305
	Iteration 13F: 3 clusters Score -3477902 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3479247.500000 Penalty: 3377.362305
	Iteration 14Q: 3 clusters Score -3479248 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3480206.500000 Penalty: 3377.362305
	Iteration 15Q: 3 clusters Score -3480206 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3480829.500000 Penalty: 3377.362305
	Iteration 16Q: 3 clusters Score -3480830 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3481301.000000 Penalty: 3377.362305
	Iteration 17Q: 3 clusters Score -3481301 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3481633.750000 Penalty: 3377.362305
	Iteration 18Q: 3 clusters Score -3481634 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3481935.500000 Penalty: 3377.362305
	Iteration 19Q: 3 clusters Score -3481936 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3482178.500000 Penalty: 3377.362305
	Iteration 20F: 3 clusters Score -3482178 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3482384.250000 Penalty: 3377.362305
	Iteration 21Q: 3 clusters Score -3482384 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3482543.250000 Penalty: 3377.362305
	Iteration 22Q: 3 clusters Score -3482543 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3482699.750000 Penalty: 3377.362305
	Iteration 23Q: 3 clusters Score -3482700 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3482830.500000 Penalty: 3377.362305
	Iteration 24Q: 3 clusters Score -3482830 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3482950.500000 Penalty: 3377.362305
	Iteration 25Q: 3 clusters Score -3482950 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3483052.500000 Penalty: 3377.362305
	Iteration 26Q: 3 clusters Score -3483052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3483138.750000 Penalty: 3377.362305
	Iteration 27Q: 3 clusters Score -3483139 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3483207.500000 Penalty: 3377.362305
	Iteration 28Q: 3 clusters Score -3483208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3483257.250000 Penalty: 3377.362305
	Iteration 29Q: 3 clusters Score -3483257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3483306.000000 Penalty: 3377.362305
	Iteration 30Q: 3 clusters Score -3483306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3483340.000000 Penalty: 3377.362305
	Iteration 31Q: 3 clusters Score -3483340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -3483382.500000 Penalty: 3377.362305
	Iteration 32Q: 3 clusters Score -3483382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3483422.500000 Penalty: 3377.362305
	Iteration 33Q: 3 clusters Score -3483422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3483456.250000 Penalty: 3377.362305
	Iteration 34Q: 3 clusters Score -3483456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3483472.000000 Penalty: 3377.362305
	Iteration 35Q: 3 clusters Score -3483472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3483493.000000 Penalty: 3377.362305
	Iteration 36Q: 3 clusters Score -3483493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3483515.750000 Penalty: 3377.362305
	Iteration 37Q: 3 clusters Score -3483516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3483540.000000 Penalty: 3377.362305
	Iteration 38Q: 3 clusters Score -3483540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -3483555.500000 Penalty: 3377.362305
	Iteration 39Q: 3 clusters Score -3483556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3483565.250000 Penalty: 3377.362305
	Iteration 40F: 3 clusters Score -3483565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3483577.250000 Penalty: 3377.362305
	Iteration 41Q: 3 clusters Score -3483577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3483587.750000 Penalty: 3377.362305
	Iteration 42Q: 3 clusters Score -3483588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3483598.250000 Penalty: 3377.362305
	Iteration 43Q: 3 clusters Score -3483598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3483601.000000 Penalty: 3377.362305
	Iteration 44Q: 3 clusters Score -3483601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3483613.250000 Penalty: 3377.362305
	Iteration 45Q: 3 clusters Score -3483613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3483622.000000 Penalty: 3377.362305
	Iteration 46Q: 3 clusters Score -3483622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3483627.250000 Penalty: 3377.362305
	Iteration 47Q: 3 clusters Score -3483627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3483637.000000 Penalty: 3377.362305
	Iteration 48Q: 3 clusters Score -3483637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3483645.500000 Penalty: 3377.362305
	Iteration 49Q: 3 clusters Score -3483646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3483645.000000 Penalty: 3377.362305
	Iteration 50Q: 3 clusters Score -3483645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3483652.250000 Penalty: 3377.362305
	Iteration 51Q: 3 clusters Score -3483652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3483654.500000 Penalty: 3377.362305
	Iteration 52Q: 3 clusters Score -3483654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3483654.750000 Penalty: 3377.362305
	Iteration 53Q: 3 clusters Score -3483655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3483661.250000 Penalty: 3377.362305
	Iteration 54Q: 3 clusters Score -3483661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3483664.250000 Penalty: 3377.362305
	Iteration 55Q: 3 clusters Score -3483664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3483672.250000 Penalty: 3377.362305
	Iteration 56Q: 3 clusters Score -3483672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3483671.750000 Penalty: 3377.362305
	Iteration 57Q: 3 clusters Score -3483672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3483674.500000 Penalty: 3377.362305
	Iteration 58Q: 3 clusters Score -3483674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3483674.250000 Penalty: 3377.362305
	Iteration 59Q: 3 clusters Score -3483674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3483679.250000 Penalty: 3377.362305
	Iteration 60F: 3 clusters Score -3483679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -376636.687500 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -376636.7 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 1785 members 
Entering Unmasked Estep 
Score: -373544.906250 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -373544.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -374333.593750 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -374333.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -374478.687500 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -374478.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -374568.562500 Penalty: 2659.785645
	Iteration 3Q: 3 clusters Score -374568.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -374641.625000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -374641.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -374706.218750 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -374706.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -374782.656250 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -374782.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374848.812500 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -374848.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -374911.031250 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -374911 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374975.156250 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -374975.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -375043.156250 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -375043.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375102.437500 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -375102.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -375165.968750 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -375166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -375212.125000 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -375212.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -375249.031250 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -375249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -375284.000000 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -375284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -375318.156250 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -375318.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -375338.562500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -375338.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -375357.187500 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -375357.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -375377.437500 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -375377.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -375392.156250 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -375392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -375397.718750 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -375397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -375402.281250 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -375402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -375404.468750 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -375404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -375406.187500 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -375406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -375408.000000 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -375408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -375408.812500 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -375408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -375409.937500 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -375409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -375410.875000 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -375410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -375412.218750 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -375412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -375414.281250 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -375414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -375416.406250 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -375416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -375418.906250 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -375418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -375420.343750 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -375420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -375423.125000 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -375423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -375427.937500 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -375427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -375433.187500 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -375433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -375437.312500 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -375437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -375439.500000 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -375439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -375440.906250 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -375440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375443.937500 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -375443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -375446.125000 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -375446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -375449.750000 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -375449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -375450.343750 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -375450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -375452.937500 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -375452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -375461.281250 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -375461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -375470.468750 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -375470.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375478.875000 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -375478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -375486.000000 Penalty: 2659.785645
	Iteration 48Q: 3 clusters Score -375486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -375490.281250 Penalty: 2659.785645
	Iteration 49Q: 3 clusters Score -375490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -375493.156250 Penalty: 2659.785645
	Iteration 50Q: 3 clusters Score -375493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -375497.375000 Penalty: 2659.785645
	Iteration 51Q: 3 clusters Score -375497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -375501.218750 Penalty: 2659.785645
	Iteration 52Q: 3 clusters Score -375501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -375502.750000 Penalty: 2659.785645
	Iteration 53Q: 3 clusters Score -375502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -375503.531250 Penalty: 2659.785645
	Iteration 54Q: 3 clusters Score -375503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -375503.406250 Penalty: 2659.785645
	Iteration 55Q: 3 clusters Score -375503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -375504.000000 Penalty: 2659.785645
	Iteration 56Q: 3 clusters Score -375504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -375504.000000 Penalty: 2659.785645
	Iteration 57F: 3 clusters Score -375504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Entering Unmasked Estep 
Score: -5349467.000000 Penalty: 1757.888672
	Iteration 0F: 2 clusters Score -5349467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5316050.000000 Penalty: 3515.777344
	Iteration 0F: 3 clusters Score -5316050 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5329225.000000 Penalty: 3515.777344
	Iteration 1F: 3 clusters Score -5329225 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5329863.500000 Penalty: 3515.777344
	Iteration 2Q: 3 clusters Score -5329864 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5330742.000000 Penalty: 3515.777344
	Iteration 3Q: 3 clusters Score -5330742 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -5331801.500000 Penalty: 3515.777344
	Iteration 4F: 3 clusters Score -5331802 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -5333653.500000 Penalty: 3515.777344
	Iteration 5F: 3 clusters Score -5333654 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -5336385.500000 Penalty: 3515.777344
	Iteration 6F: 3 clusters Score -5336386 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5339480.000000 Penalty: 3515.777344
	Iteration 7F: 3 clusters Score -5339480 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5341983.500000 Penalty: 3515.777344
	Iteration 8F: 3 clusters Score -5341984 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5343682.000000 Penalty: 3515.777344
	Iteration 9F: 3 clusters Score -5343682 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5344619.500000 Penalty: 3515.777344
	Iteration 10Q: 3 clusters Score -5344620 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5345231.000000 Penalty: 3515.777344
	Iteration 11Q: 3 clusters Score -5345231 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5345596.500000 Penalty: 3515.777344
	Iteration 12Q: 3 clusters Score -5345596 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5345867.000000 Penalty: 3515.777344
	Iteration 13Q: 3 clusters Score -5345867 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5346074.000000 Penalty: 3515.777344
	Iteration 14Q: 3 clusters Score -5346074 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5346206.500000 Penalty: 3515.777344
	Iteration 15Q: 3 clusters Score -5346206 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5346354.500000 Penalty: 3515.777344
	Iteration 16Q: 3 clusters Score -5346354 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5346482.500000 Penalty: 3515.777344
	Iteration 17Q: 3 clusters Score -5346482 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5346575.500000 Penalty: 3515.777344
	Iteration 18Q: 3 clusters Score -5346576 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5346680.500000 Penalty: 3515.777344
	Iteration 19Q: 3 clusters Score -5346680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5346784.000000 Penalty: 3515.777344
	Iteration 20F: 3 clusters Score -5346784 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5346889.500000 Penalty: 3515.777344
	Iteration 21Q: 3 clusters Score -5346890 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5347067.000000 Penalty: 3515.777344
	Iteration 22Q: 3 clusters Score -5347067 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -5347241.000000 Penalty: 3515.777344
	Iteration 23Q: 3 clusters Score -5347241 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5347383.500000 Penalty: 3515.777344
	Iteration 24Q: 3 clusters Score -5347384 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5347570.500000 Penalty: 3515.777344
	Iteration 25Q: 3 clusters Score -5347570 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5347748.000000 Penalty: 3515.777344
	Iteration 26Q: 3 clusters Score -5347748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5347923.500000 Penalty: 3515.777344
	Iteration 27Q: 3 clusters Score -5347924 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5348069.500000 Penalty: 3515.777344
	Iteration 28Q: 3 clusters Score -5348070 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5348212.000000 Penalty: 3515.777344
	Iteration 29Q: 3 clusters Score -5348212 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5348313.500000 Penalty: 3515.777344
	Iteration 30Q: 3 clusters Score -5348314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -5348416.000000 Penalty: 3515.777344
	Iteration 31Q: 3 clusters Score -5348416 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5348505.000000 Penalty: 3515.777344
	Iteration 32Q: 3 clusters Score -5348505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -5348542.500000 Penalty: 3515.777344
	Iteration 33Q: 3 clusters Score -5348542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5348613.500000 Penalty: 3515.777344
	Iteration 34Q: 3 clusters Score -5348614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5348649.500000 Penalty: 3515.777344
	Iteration 35Q: 3 clusters Score -5348650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5348679.000000 Penalty: 3515.777344
	Iteration 36Q: 3 clusters Score -5348679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -5348718.000000 Penalty: 3515.777344
	Iteration 37Q: 3 clusters Score -5348718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -5348740.000000 Penalty: 3515.777344
	Iteration 38Q: 3 clusters Score -5348740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5348765.500000 Penalty: 3515.777344
	Iteration 39Q: 3 clusters Score -5348766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5348781.000000 Penalty: 3515.777344
	Iteration 40F: 3 clusters Score -5348781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -5348793.000000 Penalty: 3515.777344
	Iteration 41Q: 3 clusters Score -5348793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -5348813.500000 Penalty: 3515.777344
	Iteration 42Q: 3 clusters Score -5348814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5348827.000000 Penalty: 3515.777344
	Iteration 43Q: 3 clusters Score -5348827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -5348838.000000 Penalty: 3515.777344
	Iteration 44Q: 3 clusters Score -5348838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -5348849.500000 Penalty: 3515.777344
	Iteration 45Q: 3 clusters Score -5348850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5348839.500000 Penalty: 3515.777344
	Iteration 46Q: 3 clusters Score -5348840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -5348840.000000 Penalty: 3515.777344
	Iteration 47Q: 3 clusters Score -5348840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5348837.000000 Penalty: 3515.777344
	Iteration 48Q: 3 clusters Score -5348837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -5348844.500000 Penalty: 3515.777344
	Iteration 49Q: 3 clusters Score -5348844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -5348839.500000 Penalty: 3515.777344
	Iteration 50Q: 3 clusters Score -5348840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -5348839.000000 Penalty: 3515.777344
	Iteration 51Q: 3 clusters Score -5348839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -5348837.000000 Penalty: 3515.777344
	Iteration 52Q: 3 clusters Score -5348837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -5348835.500000 Penalty: 3515.777344
	Iteration 53Q: 3 clusters Score -5348836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5348833.000000 Penalty: 3515.777344
	Iteration 54Q: 3 clusters Score -5348833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5348833.000000 Penalty: 3515.777344
	Iteration 55F: 3 clusters Score -5348833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Entering Unmasked Estep 
Score: -1927401.625000 Penalty: 1592.240723
	Iteration 0F: 2 clusters Score -1927402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1915034.875000 Penalty: 3184.481445
	Iteration 0F: 3 clusters Score -1915035 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1919362.125000 Penalty: 3184.481445
	Iteration 1F: 3 clusters Score -1919362 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1919721.875000 Penalty: 3184.481445
	Iteration 2F: 3 clusters Score -1919722 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1920054.125000 Penalty: 3184.481445
	Iteration 3Q: 3 clusters Score -1920054 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1920380.750000 Penalty: 3184.481445
	Iteration 4Q: 3 clusters Score -1920381 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1920760.625000 Penalty: 3184.481445
	Iteration 5Q: 3 clusters Score -1920761 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1921248.000000 Penalty: 3184.481445
	Iteration 6Q: 3 clusters Score -1921248 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1921857.125000 Penalty: 3184.481445
	Iteration 7F: 3 clusters Score -1921857 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1922587.750000 Penalty: 3184.481445
	Iteration 8F: 3 clusters Score -1922588 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1923439.375000 Penalty: 3184.481445
	Iteration 9F: 3 clusters Score -1923439 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1924137.750000 Penalty: 3184.481445
	Iteration 10F: 3 clusters Score -1924138 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1924551.125000 Penalty: 3184.481445
	Iteration 11Q: 3 clusters Score -1924551 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1924745.000000 Penalty: 3184.481445
	Iteration 12Q: 3 clusters Score -1924745 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1924838.750000 Penalty: 3184.481445
	Iteration 13Q: 3 clusters Score -1924839 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1924909.125000 Penalty: 3184.481445
	Iteration 14Q: 3 clusters Score -1924909 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1924971.875000 Penalty: 3184.481445
	Iteration 15Q: 3 clusters Score -1924972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1925025.500000 Penalty: 3184.481445
	Iteration 16Q: 3 clusters Score -1925026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1925062.875000 Penalty: 3184.481445
	Iteration 17Q: 3 clusters Score -1925063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1925098.250000 Penalty: 3184.481445
	Iteration 18Q: 3 clusters Score -1925098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1925127.875000 Penalty: 3184.481445
	Iteration 19Q: 3 clusters Score -1925128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1925158.750000 Penalty: 3184.481445
	Iteration 20F: 3 clusters Score -1925159 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1925180.750000 Penalty: 3184.481445
	Iteration 21Q: 3 clusters Score -1925181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1925201.125000 Penalty: 3184.481445
	Iteration 22Q: 3 clusters Score -1925201 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1925222.875000 Penalty: 3184.481445
	Iteration 23Q: 3 clusters Score -1925223 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1925233.500000 Penalty: 3184.481445
	Iteration 24Q: 3 clusters Score -1925234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1925252.500000 Penalty: 3184.481445
	Iteration 25Q: 3 clusters Score -1925252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1925272.250000 Penalty: 3184.481445
	Iteration 26Q: 3 clusters Score -1925272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1925290.000000 Penalty: 3184.481445
	Iteration 27Q: 3 clusters Score -1925290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1925298.625000 Penalty: 3184.481445
	Iteration 28Q: 3 clusters Score -1925299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1925312.000000 Penalty: 3184.481445
	Iteration 29Q: 3 clusters Score -1925312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1925324.000000 Penalty: 3184.481445
	Iteration 30Q: 3 clusters Score -1925324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1925330.500000 Penalty: 3184.481445
	Iteration 31Q: 3 clusters Score -1925330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1925347.750000 Penalty: 3184.481445
	Iteration 32Q: 3 clusters Score -1925348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1925370.875000 Penalty: 3184.481445
	Iteration 33Q: 3 clusters Score -1925371 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1925390.875000 Penalty: 3184.481445
	Iteration 34Q: 3 clusters Score -1925391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1925403.750000 Penalty: 3184.481445
	Iteration 35Q: 3 clusters Score -1925404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1925431.000000 Penalty: 3184.481445
	Iteration 36Q: 3 clusters Score -1925431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1925457.500000 Penalty: 3184.481445
	Iteration 37Q: 3 clusters Score -1925458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1925483.125000 Penalty: 3184.481445
	Iteration 38Q: 3 clusters Score -1925483 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1925507.000000 Penalty: 3184.481445
	Iteration 39Q: 3 clusters Score -1925507 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1925535.625000 Penalty: 3184.481445
	Iteration 40F: 3 clusters Score -1925536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1925559.125000 Penalty: 3184.481445
	Iteration 41Q: 3 clusters Score -1925559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1925587.500000 Penalty: 3184.481445
	Iteration 42Q: 3 clusters Score -1925588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1925611.875000 Penalty: 3184.481445
	Iteration 43Q: 3 clusters Score -1925612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1925631.750000 Penalty: 3184.481445
	Iteration 44Q: 3 clusters Score -1925632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1925650.000000 Penalty: 3184.481445
	Iteration 45Q: 3 clusters Score -1925650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1925679.375000 Penalty: 3184.481445
	Iteration 46Q: 3 clusters Score -1925679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1925689.375000 Penalty: 3184.481445
	Iteration 47Q: 3 clusters Score -1925689 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1925729.500000 Penalty: 3184.481445
	Iteration 48Q: 3 clusters Score -1925730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1925753.750000 Penalty: 3184.481445
	Iteration 49Q: 3 clusters Score -1925754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1925779.875000 Penalty: 3184.481445
	Iteration 50Q: 3 clusters Score -1925780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1925794.375000 Penalty: 3184.481445
	Iteration 51Q: 3 clusters Score -1925794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1925807.250000 Penalty: 3184.481445
	Iteration 52Q: 3 clusters Score -1925807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1925833.375000 Penalty: 3184.481445
	Iteration 53Q: 3 clusters Score -1925833 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1925864.125000 Penalty: 3184.481445
	Iteration 54Q: 3 clusters Score -1925864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1925887.750000 Penalty: 3184.481445
	Iteration 55Q: 3 clusters Score -1925888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1925908.500000 Penalty: 3184.481445
	Iteration 56Q: 3 clusters Score -1925908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1925926.750000 Penalty: 3184.481445
	Iteration 57Q: 3 clusters Score -1925927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1925940.875000 Penalty: 3184.481445
	Iteration 58Q: 3 clusters Score -1925941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1925955.625000 Penalty: 3184.481445
	Iteration 59Q: 3 clusters Score -1925956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1925981.750000 Penalty: 3184.481445
	Iteration 60F: 3 clusters Score -1925982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1925996.750000 Penalty: 3184.481445
	Iteration 61Q: 3 clusters Score -1925997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1926007.500000 Penalty: 3184.481445
	Iteration 62Q: 3 clusters Score -1926008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1926016.750000 Penalty: 3184.481445
	Iteration 63Q: 3 clusters Score -1926017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1926030.875000 Penalty: 3184.481445
	Iteration 64Q: 3 clusters Score -1926031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1926042.875000 Penalty: 3184.481445
	Iteration 65Q: 3 clusters Score -1926043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1926046.625000 Penalty: 3184.481445
	Iteration 66Q: 3 clusters Score -1926047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1926055.250000 Penalty: 3184.481445
	Iteration 67Q: 3 clusters Score -1926055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1926059.500000 Penalty: 3184.481445
	Iteration 68Q: 3 clusters Score -1926060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1926069.125000 Penalty: 3184.481445
	Iteration 69Q: 3 clusters Score -1926069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1926073.500000 Penalty: 3184.481445
	Iteration 70Q: 3 clusters Score -1926074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1926083.000000 Penalty: 3184.481445
	Iteration 71Q: 3 clusters Score -1926083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1926087.750000 Penalty: 3184.481445
	Iteration 72Q: 3 clusters Score -1926088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1926097.250000 Penalty: 3184.481445
	Iteration 73Q: 3 clusters Score -1926097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1926100.625000 Penalty: 3184.481445
	Iteration 74Q: 3 clusters Score -1926101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1926109.000000 Penalty: 3184.481445
	Iteration 75Q: 3 clusters Score -1926109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1926114.250000 Penalty: 3184.481445
	Iteration 76Q: 3 clusters Score -1926114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1926117.500000 Penalty: 3184.481445
	Iteration 77Q: 3 clusters Score -1926118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1926119.500000 Penalty: 3184.481445
	Iteration 78Q: 3 clusters Score -1926120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1926125.875000 Penalty: 3184.481445
	Iteration 79Q: 3 clusters Score -1926126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1926122.625000 Penalty: 3184.481445
	Iteration 80F: 3 clusters Score -1926123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1926129.250000 Penalty: 3184.481445
	Iteration 81Q: 3 clusters Score -1926129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1926136.875000 Penalty: 3184.481445
	Iteration 82Q: 3 clusters Score -1926137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1926146.875000 Penalty: 3184.481445
	Iteration 83Q: 3 clusters Score -1926147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1926149.625000 Penalty: 3184.481445
	Iteration 84Q: 3 clusters Score -1926150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1926158.250000 Penalty: 3184.481445
	Iteration 85Q: 3 clusters Score -1926158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1926165.750000 Penalty: 3184.481445
	Iteration 86Q: 3 clusters Score -1926166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1926162.625000 Penalty: 3184.481445
	Iteration 87Q: 3 clusters Score -1926163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1926165.625000 Penalty: 3184.481445
	Iteration 88Q: 3 clusters Score -1926166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1926170.625000 Penalty: 3184.481445
	Iteration 89Q: 3 clusters Score -1926171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1926175.750000 Penalty: 3184.481445
	Iteration 90Q: 3 clusters Score -1926176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1926180.250000 Penalty: 3184.481445
	Iteration 91Q: 3 clusters Score -1926180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1926187.750000 Penalty: 3184.481445
	Iteration 92Q: 3 clusters Score -1926188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1926186.125000 Penalty: 3184.481445
	Iteration 93Q: 3 clusters Score -1926186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1926188.750000 Penalty: 3184.481445
	Iteration 94Q: 3 clusters Score -1926189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1926198.250000 Penalty: 3184.481445
	Iteration 95Q: 3 clusters Score -1926198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1926201.500000 Penalty: 3184.481445
	Iteration 96Q: 3 clusters Score -1926202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1926202.625000 Penalty: 3184.481445
	Iteration 97Q: 3 clusters Score -1926203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1926206.750000 Penalty: 3184.481445
	Iteration 98Q: 3 clusters Score -1926207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1926216.875000 Penalty: 3184.481445
	Iteration 99Q: 3 clusters Score -1926217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1926220.000000 Penalty: 3184.481445
	Iteration 100F: 3 clusters Score -1926220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1926227.000000 Penalty: 3184.481445
	Iteration 101Q: 3 clusters Score -1926227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1926228.875000 Penalty: 3184.481445
	Iteration 102Q: 3 clusters Score -1926229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1926232.750000 Penalty: 3184.481445
	Iteration 103Q: 3 clusters Score -1926233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1926234.875000 Penalty: 3184.481445
	Iteration 104Q: 3 clusters Score -1926235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1926235.375000 Penalty: 3184.481445
	Iteration 105Q: 3 clusters Score -1926235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1926238.875000 Penalty: 3184.481445
	Iteration 106Q: 3 clusters Score -1926239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1926241.875000 Penalty: 3184.481445
	Iteration 107Q: 3 clusters Score -1926242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1926241.125000 Penalty: 3184.481445
	Iteration 108Q: 3 clusters Score -1926241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1926241.750000 Penalty: 3184.481445
	Iteration 109Q: 3 clusters Score -1926242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1926243.250000 Penalty: 3184.481445
	Iteration 110Q: 3 clusters Score -1926243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1926242.750000 Penalty: 3184.481445
	Iteration 111Q: 3 clusters Score -1926243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1926240.750000 Penalty: 3184.481445
	Iteration 112Q: 3 clusters Score -1926241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1926244.750000 Penalty: 3184.481445
	Iteration 113Q: 3 clusters Score -1926245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1926244.750000 Penalty: 3184.481445
	Iteration 114Q: 3 clusters Score -1926245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1926244.750000 Penalty: 3184.481445
	Iteration 115F: 3 clusters Score -1926245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Entering Unmasked Estep 
Score: -6802046.000000 Penalty: 1797.417114
	Iteration 0F: 2 clusters Score -6802046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -6759250.000000 Penalty: 3594.834229
	Iteration 0F: 3 clusters Score -6759250 nChanged 30161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6777033.000000 Penalty: 3594.834229
	Iteration 1F: 3 clusters Score -6777033 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6778111.500000 Penalty: 3594.834229
	Iteration 2Q: 3 clusters Score -6778112 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -6779608.000000 Penalty: 3594.834229
	Iteration 3Q: 3 clusters Score -6779608 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -6781443.000000 Penalty: 3594.834229
	Iteration 4F: 3 clusters Score -6781443 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6783835.000000 Penalty: 3594.834229
	Iteration 5F: 3 clusters Score -6783835 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -6786943.000000 Penalty: 3594.834229
	Iteration 6F: 3 clusters Score -6786943 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -6790135.500000 Penalty: 3594.834229
	Iteration 7F: 3 clusters Score -6790136 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -6792280.000000 Penalty: 3594.834229
	Iteration 8F: 3 clusters Score -6792280 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6793189.500000 Penalty: 3594.834229
	Iteration 9Q: 3 clusters Score -6793190 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6793617.000000 Penalty: 3594.834229
	Iteration 10Q: 3 clusters Score -6793617 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -6793880.500000 Penalty: 3594.834229
	Iteration 11Q: 3 clusters Score -6793880 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -6794040.500000 Penalty: 3594.834229
	Iteration 12Q: 3 clusters Score -6794040 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6794180 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6794266.500000 Penalty: 3594.834229
	Iteration 14Q: 3 clusters Score -6794266 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -6794335.500000 Penalty: 3594.834229
	Iteration 15Q: 3 clusters Score -6794336 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -6794371.500000 Penalty: 3594.834229
	Iteration 16Q: 3 clusters Score -6794372 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6794406.500000 Penalty: 3594.834229
	Iteration 17Q: 3 clusters Score -6794406 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -6794448.500000 Penalty: 3594.834229
	Iteration 18Q: 3 clusters Score -6794448 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6794468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6794491 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -6794518.000000 Penalty: 3594.834229
	Iteration 21Q: 3 clusters Score -6794518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6794535 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6794566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6794583 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -6794595.500000 Penalty: 3594.834229
	Iteration 25Q: 3 clusters Score -6794596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6794611.000000 Penalty: 3594.834229
	Iteration 26Q: 3 clusters Score -6794611 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6794623.500000 Penalty: 3594.834229
	Iteration 27Q: 3 clusters Score -6794624 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -6794653.500000 Penalty: 3594.834229
	Iteration 28Q: 3 clusters Score -6794654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6794679 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -6794692.500000 Penalty: 3594.834229
	Iteration 30Q: 3 clusters Score -6794692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6794739.500000 Penalty: 3594.834229
	Iteration 31Q: 3 clusters Score -6794740 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6794758 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6794786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -6794818.500000 Penalty: 3594.834229
	Iteration 34Q: 3 clusters Score -6794818 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6794846 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6794880 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -6794938.500000 Penalty: 3594.834229
	Iteration 37Q: 3 clusters Score -6794938 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6795004.500000 Penalty: 3594.834229
	Iteration 38Q: 3 clusters Score -6795004 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -6795037.500000 Penalty: 3594.834229
	Iteration 39Q: 3 clusters Score -6795038 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6795084 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6795154.000000 Penalty: 3594.834229
	Iteration 41Q: 3 clusters Score -6795154 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6795211.500000 Penalty: 3594.834229
	Iteration 42Q: 3 clusters Score -6795212 nChanged 432
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Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6795300 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6795377 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6795439 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6795524 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6795631.500000 Penalty: 3594.834229
	Iteration 47Q: 3 clusters Score -6795632 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -6795756.000000 Penalty: 3594.834229
	Iteration 48Q: 3 clusters Score -6795756 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6795856 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6796008 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -6796113.000000 Penalty: 3594.834229
	Iteration 51Q: 3 clusters Score -6796113 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6796220 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6796308 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -6796392.500000 Penalty: 3594.834229
	Iteration 54Q: 3 clusters Score -6796392 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -6796523.000000 Penalty: 3594.834229
	Iteration 55Q: 3 clusters Score -6796523 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6796697 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -6796875.500000 Penalty: 3594.834229
	Iteration 57Q: 3 clusters Score -6796876 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6797006.000000 Penalty: 3594.834229
	Iteration 58Q: 3 clusters Score -6797006 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6797136 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -6797294.500000 Penalty: 3594.834229
	Iteration 60F: 3 clusters Score -6797294 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6797444 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -6797594.000000 Penalty: 3594.834229
	Iteration 62Q: 3 clusters Score -6797594 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6797726 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6797880 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6798022.500000 Penalty: 3594.834229
	Iteration 65Q: 3 clusters Score -6798022 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -6798155.500000 Penalty: 3594.834229
	Iteration 66Q: 3 clusters Score -6798156 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6798293 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -6798434.500000 Penalty: 3594.834229
	Iteration 68Q: 3 clusters Score -6798434 nChanged 496
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Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -6798566.500000 Penalty: 3594.834229
	Iteration 69Q: 3 clusters Score -6798566 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6798697 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6798795 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6798915.000000 Penalty: 3594.834229
	Iteration 72Q: 3 clusters Score -6798915 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6799007.500000 Penalty: 3594.834229
	Iteration 73Q: 3 clusters Score -6799008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -6799114.000000 Penalty: 3594.834229
	Iteration 74Q: 3 clusters Score -6799114 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6799184.000000 Penalty: 3594.834229
	Iteration 75Q: 3 clusters Score -6799184 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6799271.500000 Penalty: 3594.834229
	Iteration 76Q: 3 clusters Score -6799272 nChanged 311
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Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6799336.000000 Penalty: 3594.834229
	Iteration 77Q: 3 clusters Score -6799336 nChanged 279
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Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -6799421.500000 Penalty: 3594.834229
	Iteration 78Q: 3 clusters Score -6799422 nChanged 274
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Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6799477.500000 Penalty: 3594.834229
	Iteration 79Q: 3 clusters Score -6799478 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6799533.500000 Penalty: 3594.834229
	Iteration 80F: 3 clusters Score -6799534 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6799641.500000 Penalty: 3594.834229
	Iteration 81Q: 3 clusters Score -6799642 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6799719 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6799787 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6799828.500000 Penalty: 3594.834229
	Iteration 84Q: 3 clusters Score -6799828 nChanged 228
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Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6799916.500000 Penalty: 3594.834229
	Iteration 85Q: 3 clusters Score -6799916 nChanged 210
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Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6799960 nChanged 206
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Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6800018 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6800059.000000 Penalty: 3594.834229
	Iteration 88Q: 3 clusters Score -6800059 nChanged 172
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Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6800099.000000 Penalty: 3594.834229
	Iteration 89Q: 3 clusters Score -6800099 nChanged 147
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Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6800154.500000 Penalty: 3594.834229
	Iteration 90Q: 3 clusters Score -6800154 nChanged 134
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Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6800209.000000 Penalty: 3594.834229
	Iteration 91Q: 3 clusters Score -6800209 nChanged 120
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Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6800243.000000 Penalty: 3594.834229
	Iteration 92Q: 3 clusters Score -6800243 nChanged 113
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Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6800277.500000 Penalty: 3594.834229
	Iteration 93Q: 3 clusters Score -6800278 nChanged 107
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Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6800327.500000 Penalty: 3594.834229
	Iteration 94Q: 3 clusters Score -6800328 nChanged 78
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Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6800345.000000 Penalty: 3594.834229
	Iteration 95Q: 3 clusters Score -6800345 nChanged 64
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Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6800368.000000 Penalty: 3594.834229
	Iteration 96Q: 3 clusters Score -6800368 nChanged 58
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Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6800359.500000 Penalty: 3594.834229
	Iteration 97Q: 3 clusters Score -6800360 nChanged 49
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Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6800386.000000 Penalty: 3594.834229
	Iteration 98Q: 3 clusters Score -6800386 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6800404.000000 Penalty: 3594.834229
	Iteration 99Q: 3 clusters Score -6800404 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6800425.500000 Penalty: 3594.834229
	Iteration 100F: 3 clusters Score -6800426 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6800440.000000 Penalty: 3594.834229
	Iteration 101Q: 3 clusters Score -6800440 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6800441.000000 Penalty: 3594.834229
	Iteration 102Q: 3 clusters Score -6800441 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6800453.500000 Penalty: 3594.834229
	Iteration 103Q: 3 clusters Score -6800454 nChanged 42
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Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6800478.000000 Penalty: 3594.834229
	Iteration 104Q: 3 clusters Score -6800478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6800480.000000 Penalty: 3594.834229
	Iteration 105Q: 3 clusters Score -6800480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6800497.000000 Penalty: 3594.834229
	Iteration 106Q: 3 clusters Score -6800497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6800500.000000 Penalty: 3594.834229
	Iteration 107Q: 3 clusters Score -6800500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6800510.000000 Penalty: 3594.834229
	Iteration 108Q: 3 clusters Score -6800510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6800518.000000 Penalty: 3594.834229
	Iteration 109Q: 3 clusters Score -6800518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6800529.500000 Penalty: 3594.834229
	Iteration 110Q: 3 clusters Score -6800530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6800539.500000 Penalty: 3594.834229
	Iteration 111Q: 3 clusters Score -6800540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6800542.000000 Penalty: 3594.834229
	Iteration 112Q: 3 clusters Score -6800542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6800545.500000 Penalty: 3594.834229
	Iteration 113Q: 3 clusters Score -6800546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6800550.500000 Penalty: 3594.834229
	Iteration 114Q: 3 clusters Score -6800550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6800560.000000 Penalty: 3594.834229
	Iteration 115Q: 3 clusters Score -6800560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6800553.500000 Penalty: 3594.834229
	Iteration 116Q: 3 clusters Score -6800554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6800553.500000 Penalty: 3594.834229
	Iteration 117F: 3 clusters Score -6800554 nChanged 0
--- Evaluating fit on full set of 2036618 points ---
Entering Unmasked Estep 
Score: -210641904.000000 Penalty: 44851.500000
25->20 Clusters: Score -210641904.000000, best is -210772544.000000

Main iterations: 0 (time per=infms)
Total iterations: 39614 (time per=223.976609ms)
Iterations metric 2: 1548029919232.000000 (time per=5.731549ns)
Iterations metric 3: 37150905073664.000000 (time per=238.826197ps)

That took 8872.609375 seconds.
